From 4d90fcf6a24be10aa35c7783e6f2623e9fedf9d6 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 10 Sep 2013 18:20:16 +0200 Subject: simple pclr --- training/dtrain/dtrain.cc | 25 ++++++++++++++++++++----- 1 file changed, 20 insertions(+), 5 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 0ee2f124..34c0a54a 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -40,6 +40,7 @@ dtrain_init(int argc, char** argv, po::variables_map* cfg) ("scale_bleu_diff", po::value()->zero_tokens(), "learning rate <- bleu diff of a misranked pair") ("loss_margin", po::value()->default_value(0.), "update if no error in pref pair but model scores this near") ("max_pairs", po::value()->default_value(std::numeric_limits::max()), "max. # of pairs per Sent.") + ("pclr", po::value()->zero_tokens(), "use a (simple) per-coordinate learning rate") ("noup", po::value()->zero_tokens(), "do not update weights"); po::options_description cl("Command Line Options"); cl.add_options() @@ -124,6 +125,8 @@ main(int argc, char** argv) if (loss_margin > 9998.) loss_margin = std::numeric_limits::max(); bool scale_bleu_diff = false; if (cfg.count("scale_bleu_diff")) scale_bleu_diff = true; + bool pclr = false; + if (cfg.count("pclr")) pclr = true; bool average = false; if (select_weights == "avg") average = true; @@ -131,7 +134,6 @@ main(int argc, char** argv) if (cfg.count("print_weights")) boost::split(print_weights, cfg["print_weights"].as(), boost::is_any_of(" ")); - // setup decoder register_feature_functions(); SetSilent(true); @@ -249,6 +251,8 @@ main(int argc, char** argv) cerr << setw(25) << "l1 reg " << l1_reg << " '" << cfg["l1_reg"].as() << "'" << endl; if (rescale) cerr << setw(25) << "rescale " << rescale << endl; + if (pclr) + cerr << setw(25) << "pclr " << pclr << endl; cerr << setw(25) << "max pairs " << max_pairs << endl; cerr << setw(25) << "cdec cfg " << "'" << cfg["decoder_config"].as() << "'" << endl; cerr << setw(25) << "input " << "'" << input_fn << "'" << endl; @@ -261,6 +265,8 @@ main(int argc, char** argv) if (!verbose) cerr << "(a dot represents " << DTRAIN_DOTS << " inputs)" << endl; } + // pclr + SparseVector learning_rates; for (unsigned t = 0; t < T; t++) // T epochs { @@ -385,7 +391,16 @@ main(int argc, char** argv) if (scale_bleu_diff) eta = it->first.score - it->second.score; if (rank_error || margin < loss_margin) { SparseVector diff_vec = it->first.f - it->second.f; - lambdas.plus_eq_v_times_s(diff_vec, eta); + if (pclr) { + SparseVector::iterator jt = diff_vec.begin(); + for (; jt != diff_vec.end(); ++it) { + jt->second *= max(0.0000001, eta/(eta+learning_rates[jt->first])); // FIXME + learning_rates[jt->first]++; + } + lambdas += diff_vec; + } else { + lambdas.plus_eq_v_times_s(diff_vec, eta); + } if (gamma) lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./npairs)); } @@ -395,14 +410,14 @@ main(int argc, char** argv) // please note that this regularizations happen // after a _sentence_ -- not after each example/pair! if (l1naive) { - FastSparseVector::iterator it = lambdas.begin(); + SparseVector::iterator it = lambdas.begin(); for (; it != lambdas.end(); ++it) { if (!lambdas_copy.get(it->first) || lambdas_copy.get(it->first)!=it->second) { it->second -= sign(it->second) * l1_reg; } } } else if (l1clip) { - FastSparseVector::iterator it = lambdas.begin(); + SparseVector::iterator it = lambdas.begin(); for (; it != lambdas.end(); ++it) { if (!lambdas_copy.get(it->first) || lambdas_copy.get(it->first)!=it->second) { if (it->second != 0) { @@ -417,7 +432,7 @@ main(int argc, char** argv) } } else if (l1cumul) { weight_t acc_penalty = (ii+1) * l1_reg; // ii is the index of the current input - FastSparseVector::iterator it = lambdas.begin(); + SparseVector::iterator it = lambdas.begin(); for (; it != lambdas.end(); ++it) { if (!lambdas_copy.get(it->first) || lambdas_copy.get(it->first)!=it->second) { if (it->second != 0) { -- cgit v1.2.3 From c171ea9c37bf170b91946e0f5d22e7fd0d2c5825 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 10 Sep 2013 19:54:40 +0200 Subject: do pclr after sentences.. --- training/dtrain/dtrain.cc | 36 ++++++++++++++++++++-------- training/dtrain/examples/standard/dtrain.ini | 3 ++- 2 files changed, 28 insertions(+), 11 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 34c0a54a..2d090666 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -372,7 +372,8 @@ main(int argc, char** argv) PROsampling(samples, pairs, pair_threshold, max_pairs); npairs += pairs.size(); - SparseVector lambdas_copy; + SparseVector lambdas_copy; // for l1 regularization + SparseVector sum_up; // for pclr if (l1naive||l1clip||l1cumul) lambdas_copy = lambdas; for (vector >::iterator it = pairs.begin(); @@ -392,20 +393,24 @@ main(int argc, char** argv) if (rank_error || margin < loss_margin) { SparseVector diff_vec = it->first.f - it->second.f; if (pclr) { - SparseVector::iterator jt = diff_vec.begin(); - for (; jt != diff_vec.end(); ++it) { - jt->second *= max(0.0000001, eta/(eta+learning_rates[jt->first])); // FIXME - learning_rates[jt->first]++; - } - lambdas += diff_vec; - } else { - lambdas.plus_eq_v_times_s(diff_vec, eta); - } + sum_up += diff_vec; + } else { + lambdas.plus_eq_v_times_s(diff_vec, eta); + } if (gamma) lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./npairs)); } } + // per-coordinate learning rate + if (pclr) { + SparseVector::iterator it = sum_up.begin(); + for (; it != lambdas.end(); ++it) { + lambdas[it->first] += it->second * max(0.00000001, eta/(eta+learning_rates[it->first])); + learning_rates[it->first]++; + } + } + // l1 regularization // please note that this regularizations happen // after a _sentence_ -- not after each example/pair! @@ -413,6 +418,8 @@ main(int argc, char** argv) SparseVector::iterator it = lambdas.begin(); for (; it != lambdas.end(); ++it) { if (!lambdas_copy.get(it->first) || lambdas_copy.get(it->first)!=it->second) { + it->second *= max(0.0000001, eta/(eta+learning_rates[it->first])); // FIXME + learning_rates[it->first]++; it->second -= sign(it->second) * l1_reg; } } @@ -530,6 +537,15 @@ main(int argc, char** argv) Weights::WriteToFile(w_fn, dense_weights, true); } + WriteFile of("-"); + ostream& o = *of.stream(); + o << "<<<<<<<<<<<<<<<<<<<<<<<<\n"; + for (SparseVector::iterator it = learning_rates.begin(); it != learning_rates.end(); ++it) { + if (it->second == 0) continue; + o << FD::Convert(it->first) << '\t' << it->second << endl; + } + o << ">>>>>>>>>>>>>>>>>>>>>>>>>\n"; + } // outer loop if (average) w_average /= (weight_t)T; diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index 23e94285..07350a0b 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -1,6 +1,6 @@ input=./nc-wmt11.de.gz refs=./nc-wmt11.en.gz -output=- # a weights file (add .gz for gzip compression) or STDOUT '-' +output=asdf # a weights file (add .gz for gzip compression) or STDOUT '-' select_weights=VOID # output average (over epochs) weight vector decoder_config=./cdec.ini # config for cdec # weights for these features will be printed on each iteration @@ -22,3 +22,4 @@ pair_sampling=XYX # hi_lo=0.1 # 10 vs 80 vs 10 and 80 vs 10 here pair_threshold=0 # minimum distance in BLEU (here: > 0) loss_margin=0 # update if correctly ranked, but within this margin +pclr=1 -- cgit v1.2.3 From d6265f937e60f53f228feda9934314de5d88f2d0 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 10 Sep 2013 20:03:22 +0200 Subject: rm debug stuff --- training/dtrain/dtrain.cc | 9 --------- training/dtrain/examples/standard/dtrain.ini | 1 - 2 files changed, 10 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 2d090666..5dfd6286 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -537,15 +537,6 @@ main(int argc, char** argv) Weights::WriteToFile(w_fn, dense_weights, true); } - WriteFile of("-"); - ostream& o = *of.stream(); - o << "<<<<<<<<<<<<<<<<<<<<<<<<\n"; - for (SparseVector::iterator it = learning_rates.begin(); it != learning_rates.end(); ++it) { - if (it->second == 0) continue; - o << FD::Convert(it->first) << '\t' << it->second << endl; - } - o << ">>>>>>>>>>>>>>>>>>>>>>>>>\n"; - } // outer loop if (average) w_average /= (weight_t)T; diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index 07350a0b..c0912a62 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -22,4 +22,3 @@ pair_sampling=XYX # hi_lo=0.1 # 10 vs 80 vs 10 and 80 vs 10 here pair_threshold=0 # minimum distance in BLEU (here: > 0) loss_margin=0 # update if correctly ranked, but within this margin -pclr=1 -- cgit v1.2.3 From 7dd2effc2bb8bf702aee31bf6c1a9f3499a1e59f Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 17 Sep 2013 21:18:27 +0200 Subject: separate inis for shards --- training/dtrain/dtrain.cc | 2 +- training/dtrain/parallelize.rb | 13 ++++++++++++- 2 files changed, 13 insertions(+), 2 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 2d090666..4521e794 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -406,8 +406,8 @@ main(int argc, char** argv) if (pclr) { SparseVector::iterator it = sum_up.begin(); for (; it != lambdas.end(); ++it) { - lambdas[it->first] += it->second * max(0.00000001, eta/(eta+learning_rates[it->first])); learning_rates[it->first]++; + lambdas[it->first] += it->second / learning_rates[it->first]; //* max(0.00000001, eta/(eta+learning_rates[it->first])); } } diff --git a/training/dtrain/parallelize.rb b/training/dtrain/parallelize.rb index 285f3c9b..66a61b3d 100755 --- a/training/dtrain/parallelize.rb +++ b/training/dtrain/parallelize.rb @@ -21,6 +21,7 @@ opts = Trollop::options do opt :qsub, "use qsub", :type => :bool, :default => false opt :dtrain_binary, "path to dtrain binary", :type => :string opt :extra_qsub, "extra qsub args", :type => :string, :default => "" + opt :per_shard_decoder_configs, "give special decoder config per shard", :type => string end usage if not opts[:config]&&opts[:shards]&&opts[:input]&&opts[:references] @@ -41,9 +42,11 @@ epochs = opts[:epochs] rand = opts[:randomize] reshard = opts[:reshard] predefined_shards = false +per_shard_decoder_configs = false if opts[:shards] == 0 predefined_shards = true num_shards = 0 + per_shard_decoder_configs = true if opts[:per_shard_decoder_configs] else num_shards = opts[:shards] end @@ -101,6 +104,9 @@ refs_files = [] if predefined_shards input_files = File.new(input).readlines.map {|i| i.strip } refs_files = File.new(refs).readlines.map {|i| i.strip } + if per_shard_decoder_configs + decoder_configs = File.new(opts[:per_shard_decoder_configs]).readlines.map {|i| i.strip} + end num_shards = input_files.size else input_files, refs_files = make_shards input, refs, num_shards, 0, rand @@ -126,8 +132,13 @@ end else local_end = "2>work/out.#{shard}.#{epoch}" end + if per_shard_decoder_configs + cdec_cfg = "--decoder_config #{decoder_configs[shard]}" + else + cdec_cfg = "" + end pids << Kernel.fork { - `#{qsub_str_start}#{dtrain_bin} -c #{ini}\ + `#{qsub_str_start}#{dtrain_bin} -c #{ini} #{cdec_cfg}\ --input #{input_files[shard]}\ --refs #{refs_files[shard]} #{input_weights}\ --output work/weights.#{shard}.#{epoch}#{qsub_str_end} #{local_end}` -- cgit v1.2.3 From 73f2592edc0c8f510029e4834acd899751c85862 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Fri, 20 Sep 2013 20:01:03 +0200 Subject: loo --- extractor/grammar_extractor.cc | 6 ++++-- extractor/grammar_extractor.h | 3 ++- extractor/rule_factory.cc | 5 +++-- extractor/rule_factory.h | 3 ++- extractor/run_extractor.cc | 13 +++++++++++-- extractor/sample_alignment.txt | 3 +++ extractor/sample_bitext.txt | 3 +++ extractor/sampler.cc | 35 ++++++++++++++++++++++++++++++----- extractor/sampler.h | 5 ++++- 9 files changed, 62 insertions(+), 14 deletions(-) diff --git a/extractor/grammar_extractor.cc b/extractor/grammar_extractor.cc index 8050ce7b..1fbdee5b 100644 --- a/extractor/grammar_extractor.cc +++ b/extractor/grammar_extractor.cc @@ -3,11 +3,13 @@ #include #include #include +#include #include "grammar.h" #include "rule.h" #include "rule_factory.h" #include "vocabulary.h" +#include "data_array.h" using namespace std; @@ -32,10 +34,10 @@ GrammarExtractor::GrammarExtractor( vocabulary(vocabulary), rule_factory(rule_factory) {} -Grammar GrammarExtractor::GetGrammar(const string& sentence) { +Grammar GrammarExtractor::GetGrammar(const string& sentence, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) { vector words = TokenizeSentence(sentence); vector word_ids = AnnotateWords(words); - return rule_factory->GetGrammar(word_ids); + return rule_factory->GetGrammar(word_ids, blacklisted_sentence_ids, source_data_array); } vector GrammarExtractor::TokenizeSentence(const string& sentence) { diff --git a/extractor/grammar_extractor.h b/extractor/grammar_extractor.h index b36ceeb9..6c0aafbf 100644 --- a/extractor/grammar_extractor.h +++ b/extractor/grammar_extractor.h @@ -4,6 +4,7 @@ #include #include #include +#include using namespace std; @@ -44,7 +45,7 @@ class GrammarExtractor { // Converts the sentence to a vector of word ids and uses the RuleFactory to // extract the SCFG rules which may be used to decode the sentence. - Grammar GetGrammar(const string& sentence); + Grammar GetGrammar(const string& sentence, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array); private: // Splits the sentence in a vector of words. diff --git a/extractor/rule_factory.cc b/extractor/rule_factory.cc index 8c30fb9e..e52019ae 100644 --- a/extractor/rule_factory.cc +++ b/extractor/rule_factory.cc @@ -17,6 +17,7 @@ #include "suffix_array.h" #include "time_util.h" #include "vocabulary.h" +#include "data_array.h" using namespace std; using namespace chrono; @@ -100,7 +101,7 @@ HieroCachingRuleFactory::HieroCachingRuleFactory() {} HieroCachingRuleFactory::~HieroCachingRuleFactory() {} -Grammar HieroCachingRuleFactory::GetGrammar(const vector& word_ids) { +Grammar HieroCachingRuleFactory::GetGrammar(const vector& word_ids, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) { Clock::time_point start_time = Clock::now(); double total_extract_time = 0; double total_intersect_time = 0; @@ -192,7 +193,7 @@ Grammar HieroCachingRuleFactory::GetGrammar(const vector& word_ids) { Clock::time_point extract_start = Clock::now(); if (!state.starts_with_x) { // Extract rules for the sampled set of occurrences. - PhraseLocation sample = sampler->Sample(next_node->matchings); + PhraseLocation sample = sampler->Sample(next_node->matchings, blacklisted_sentence_ids, source_data_array); vector new_rules = rule_extractor->ExtractRules(next_phrase, sample); rules.insert(rules.end(), new_rules.begin(), new_rules.end()); diff --git a/extractor/rule_factory.h b/extractor/rule_factory.h index 52e8712a..c7332720 100644 --- a/extractor/rule_factory.h +++ b/extractor/rule_factory.h @@ -3,6 +3,7 @@ #include #include +#include #include "matchings_trie.h" @@ -71,7 +72,7 @@ class HieroCachingRuleFactory { // Constructs SCFG rules for a given sentence. // (See class description for more details.) - virtual Grammar GetGrammar(const vector& word_ids); + virtual Grammar GetGrammar(const vector& word_ids, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array); protected: HieroCachingRuleFactory(); diff --git a/extractor/run_extractor.cc b/extractor/run_extractor.cc index 8a9ca89d..6eb55073 100644 --- a/extractor/run_extractor.cc +++ b/extractor/run_extractor.cc @@ -75,7 +75,9 @@ int main(int argc, char** argv) { ("max_samples", po::value()->default_value(300), "Maximum number of samples") ("tight_phrases", po::value()->default_value(true), - "False if phrases may be loose (better, but slower)"); + "False if phrases may be loose (better, but slower)") + ("leave_one_out", po::value()->zero_tokens(), + "do leave-one-out estimation of grammars (e.g. for extracting grammars for the training set"); po::variables_map vm; po::store(po::parse_command_line(argc, argv, desc), vm); @@ -96,6 +98,11 @@ int main(int argc, char** argv) { return 1; } + bool leave_one_out = false; + if (vm.count("leave_one_out")) { + leave_one_out = true; + } + int num_threads = vm["threads"].as(); cerr << "Grammar extraction will use " << num_threads << " threads." << endl; @@ -223,7 +230,9 @@ int main(int argc, char** argv) { } suffixes[i] = suffix; - Grammar grammar = extractor.GetGrammar(sentences[i]); + unordered_set blacklisted_sentence_ids; + if (leave_one_out) blacklisted_sentence_ids.insert(i); + Grammar grammar = extractor.GetGrammar(sentences[i], blacklisted_sentence_ids, source_data_array); ofstream output(GetGrammarFilePath(grammar_path, i).c_str()); output << grammar; } diff --git a/extractor/sample_alignment.txt b/extractor/sample_alignment.txt index 80b446a4..f0292b01 100644 --- a/extractor/sample_alignment.txt +++ b/extractor/sample_alignment.txt @@ -1,2 +1,5 @@ 0-0 1-1 2-2 1-0 2-1 +0-0 +0-0 1-1 +0-0 1-1 diff --git a/extractor/sample_bitext.txt b/extractor/sample_bitext.txt index 93d6b39d..2b7c8e40 100644 --- a/extractor/sample_bitext.txt +++ b/extractor/sample_bitext.txt @@ -1,2 +1,5 @@ +asdf ||| dontseeme +qqq asdf ||| zzz fdsa +asdf qqq ||| fdsa zzz ana are mere . ||| anna has apples . ana bea mult lapte . ||| anna drinks a lot of milk . diff --git a/extractor/sampler.cc b/extractor/sampler.cc index d81956b5..2f7738db 100644 --- a/extractor/sampler.cc +++ b/extractor/sampler.cc @@ -12,18 +12,43 @@ Sampler::Sampler() {} Sampler::~Sampler() {} -PhraseLocation Sampler::Sample(const PhraseLocation& location) const { +PhraseLocation Sampler::Sample(const PhraseLocation& location, unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) const { vector sample; int num_subpatterns; if (location.matchings == NULL) { // Sample suffix array range. num_subpatterns = 1; int low = location.sa_low, high = location.sa_high; - double step = max(1.0, (double) (high - low) / max_samples); - for (double i = low; i < high && sample.size() < max_samples; i += step) { - sample.push_back(suffix_array->GetSuffix(Round(i))); + double step = Round(max(1.0, (double) (high - low) / max_samples)); + int i = location.sa_low; + bool found = false; + while (sample.size() < max_samples && i <= location.sa_high) { + int x = suffix_array->GetSuffix(i); + int id = source_data_array->GetSentenceId(x); + if (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) != blacklisted_sentence_ids.end()) { + int backoff_step = 1; + while (true) { + int j = i - backoff_step; + x = suffix_array->GetSuffix(j); + id = source_data_array->GetSentenceId(x); + if ((j >= location.sa_low) && (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) + && (find(sample.begin(), sample.end(), x) == sample.end())) { found = true; break; } + int k = i + backoff_step; + x = suffix_array->GetSuffix(k); + id = source_data_array->GetSentenceId(x); + if ((k <= location.sa_high) && (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) + && (find(sample.begin(), sample.end(), x) == sample.end())) { found = true; break; } + if (j <= location.sa_low && k >= location.sa_high) break; + backoff_step++; + } + } else { + found = true; + } + if (found && (find(sample.begin(), sample.end(), x) == sample.end())) sample.push_back(x); + i += step; + found = false; } - } else { + } else { // when do we get here? // Sample vector of occurrences. num_subpatterns = location.num_subpatterns; int num_matchings = location.matchings->size() / num_subpatterns; diff --git a/extractor/sampler.h b/extractor/sampler.h index be4aa1bb..30e747fd 100644 --- a/extractor/sampler.h +++ b/extractor/sampler.h @@ -2,6 +2,9 @@ #define _SAMPLER_H_ #include +#include + +#include "data_array.h" using namespace std; @@ -20,7 +23,7 @@ class Sampler { virtual ~Sampler(); // Samples uniformly at most max_samples phrase occurrences. - virtual PhraseLocation Sample(const PhraseLocation& location) const; + virtual PhraseLocation Sample(const PhraseLocation& location, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) const; protected: Sampler(); -- cgit v1.2.3 From eca30edc48af8922e96512f27a98f74d1c8b9721 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Fri, 20 Sep 2013 20:10:19 +0200 Subject: example file --- extractor/sample_source.txt | 5 +++++ 1 file changed, 5 insertions(+) create mode 100644 extractor/sample_source.txt diff --git a/extractor/sample_source.txt b/extractor/sample_source.txt new file mode 100644 index 00000000..9b46dd6a --- /dev/null +++ b/extractor/sample_source.txt @@ -0,0 +1,5 @@ +asdf +qqq asdf +asdf qqq +ana are mere . +ana bea mult lapte . -- cgit v1.2.3 From 077f83a44c420b42541159271c6482cf068fc972 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 24 Sep 2013 15:50:03 +0200 Subject: loo #2 --- extractor/sampler.cc | 26 +++++++++++++++----------- 1 file changed, 15 insertions(+), 11 deletions(-) diff --git a/extractor/sampler.cc b/extractor/sampler.cc index 2f7738db..cb470962 100644 --- a/extractor/sampler.cc +++ b/extractor/sampler.cc @@ -20,35 +20,39 @@ PhraseLocation Sampler::Sample(const PhraseLocation& location, unordered_setGetSuffix(i); int id = source_data_array->GetSentenceId(x); if (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) != blacklisted_sentence_ids.end()) { + found = false; int backoff_step = 1; while (true) { + if ((double)backoff_step >= step) break; int j = i - backoff_step; x = suffix_array->GetSuffix(j); id = source_data_array->GetSentenceId(x); - if ((j >= location.sa_low) && (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) - && (find(sample.begin(), sample.end(), x) == sample.end())) { found = true; break; } + if (j > last && find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) { + found = true; last = i; break; + } int k = i + backoff_step; x = suffix_array->GetSuffix(k); id = source_data_array->GetSentenceId(x); - if ((k <= location.sa_high) && (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) - && (find(sample.begin(), sample.end(), x) == sample.end())) { found = true; break; } - if (j <= location.sa_low && k >= location.sa_high) break; + if (k < min(i+step, (double)high) && find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) { + found = true; last = k; break; + } + if (j <= last && k >= high) break; backoff_step++; } } else { found = true; + last = i; } - if (found && (find(sample.begin(), sample.end(), x) == sample.end())) sample.push_back(x); + if (found) sample.push_back(x); i += step; - found = false; } - } else { // when do we get here? + } else { // Sample vector of occurrences. num_subpatterns = location.num_subpatterns; int num_matchings = location.matchings->size() / num_subpatterns; -- cgit v1.2.3 From 61ab9164cce065ee3cb4fc6c72d0b7246874d18c Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Wed, 25 Sep 2013 19:27:44 +0200 Subject: fix --- training/dtrain/parallelize.rb | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/training/dtrain/parallelize.rb b/training/dtrain/parallelize.rb index 66a61b3d..2fc66cab 100755 --- a/training/dtrain/parallelize.rb +++ b/training/dtrain/parallelize.rb @@ -21,7 +21,7 @@ opts = Trollop::options do opt :qsub, "use qsub", :type => :bool, :default => false opt :dtrain_binary, "path to dtrain binary", :type => :string opt :extra_qsub, "extra qsub args", :type => :string, :default => "" - opt :per_shard_decoder_configs, "give special decoder config per shard", :type => string + opt :per_shard_decoder_configs, "give special decoder config per shard", :type => :string, :short => :o end usage if not opts[:config]&&opts[:shards]&&opts[:input]&&opts[:references] -- cgit v1.2.3 From 8fae8c224fc7a8f8a858ed9a022992d020057f65 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 8 Oct 2013 13:57:45 +0200 Subject: dtrain: added pclr variants and new expected-output; fixed bug in soft syntax features --- decoder/ff_soft_syntax.cc | 2 +- training/dtrain/dtrain.cc | 31 +++--- training/dtrain/examples/standard/dtrain.ini | 6 +- training/dtrain/examples/standard/expected-output | 115 +++++++++++++--------- training/dtrain/parallelize.rb | 11 ++- 5 files changed, 101 insertions(+), 64 deletions(-) diff --git a/decoder/ff_soft_syntax.cc b/decoder/ff_soft_syntax.cc index 9981fa45..d84f2e6d 100644 --- a/decoder/ff_soft_syntax.cc +++ b/decoder/ff_soft_syntax.cc @@ -21,7 +21,7 @@ using namespace std; struct SoftSyntacticFeaturesImpl { SoftSyntacticFeaturesImpl(const string& param) { vector labels = SplitOnWhitespace(param); - for (unsigned int i = 0; i < labels.size(); i++) + //for (unsigned int i = 0; i < labels.size(); i++) //cerr << "Labels: " << labels.at(i) << endl; for (unsigned int i = 0; i < labels.size(); i++) { string label = labels.at(i); diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 9d60a903..38a9b69a 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -40,7 +40,7 @@ dtrain_init(int argc, char** argv, po::variables_map* cfg) ("scale_bleu_diff", po::value()->zero_tokens(), "learning rate <- bleu diff of a misranked pair") ("loss_margin", po::value()->default_value(0.), "update if no error in pref pair but model scores this near") ("max_pairs", po::value()->default_value(std::numeric_limits::max()), "max. # of pairs per Sent.") - ("pclr", po::value()->zero_tokens(), "use a (simple) per-coordinate learning rate") + ("pclr", po::value()->default_value("no"), "use a (simple|adagrad) per-coordinate learning rate") ("noup", po::value()->zero_tokens(), "do not update weights"); po::options_description cl("Command Line Options"); cl.add_options() @@ -125,8 +125,7 @@ main(int argc, char** argv) if (loss_margin > 9998.) loss_margin = std::numeric_limits::max(); bool scale_bleu_diff = false; if (cfg.count("scale_bleu_diff")) scale_bleu_diff = true; - bool pclr = false; - if (cfg.count("pclr")) pclr = true; + const string pclr = cfg["pclr"].as(); bool average = false; if (select_weights == "avg") average = true; @@ -190,7 +189,6 @@ main(int argc, char** argv) weight_t gamma = cfg["gamma"].as(); // faster perceptron: consider only misranked pairs, see - // DO NOT ENABLE WITH SVM (gamma > 0) OR loss_margin! bool faster_perceptron = false; if (gamma==0 && loss_margin==0) faster_perceptron = true; @@ -251,8 +249,7 @@ main(int argc, char** argv) cerr << setw(25) << "l1 reg " << l1_reg << " '" << cfg["l1_reg"].as() << "'" << endl; if (rescale) cerr << setw(25) << "rescale " << rescale << endl; - if (pclr) - cerr << setw(25) << "pclr " << pclr << endl; + cerr << setw(25) << "pclr " << pclr << endl; cerr << setw(25) << "max pairs " << max_pairs << endl; cerr << setw(25) << "cdec cfg " << "'" << cfg["decoder_config"].as() << "'" << endl; cerr << setw(25) << "input " << "'" << input_fn << "'" << endl; @@ -392,22 +389,30 @@ main(int argc, char** argv) if (scale_bleu_diff) eta = it->first.score - it->second.score; if (rank_error || margin < loss_margin) { SparseVector diff_vec = it->first.f - it->second.f; - if (pclr) { + if (pclr != "no") { sum_up += diff_vec; } else { lambdas.plus_eq_v_times_s(diff_vec, eta); + if (gamma) lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./npairs)); // FIXME } - if (gamma) - lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./npairs)); } } // per-coordinate learning rate - if (pclr) { + if (pclr != "no") { SparseVector::iterator it = sum_up.begin(); - for (; it != lambdas.end(); ++it) { - learning_rates[it->first]++; - lambdas[it->first] += it->second / learning_rates[it->first]; //* max(0.00000001, eta/(eta+learning_rates[it->first])); + for (; it != sum_up.end(); ++it) { + if (pclr == "simple") { + lambdas[it->first] += it->second / max(1.0, learning_rates[it->first]); + learning_rates[it->first]++; + } else if (pclr == "adagrad") { + if (learning_rates[it->first] == 0) { + lambdas[it->first] += it->second * eta; + } else { + lambdas[it->first] += it->second * eta * learning_rates[it->first]; + } + learning_rates[it->first] += pow(it->second, 2.0); + } } } diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index c0912a62..e6d6382e 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -1,6 +1,6 @@ input=./nc-wmt11.de.gz refs=./nc-wmt11.en.gz -output=asdf # a weights file (add .gz for gzip compression) or STDOUT '-' +output=- # a weights file (add .gz for gzip compression) or STDOUT '-' select_weights=VOID # output average (over epochs) weight vector decoder_config=./cdec.ini # config for cdec # weights for these features will be printed on each iteration @@ -10,11 +10,11 @@ print_weights=Glue WordPenalty LanguageModel LanguageModel_OOV PhraseModel_0 Phr stop_after=10 # stop epoch after 10 inputs # interesting stuff -epochs=2 # run over input 2 times +epochs=3 # run over input 3 times k=100 # use 100best lists N=4 # optimize (approx) BLEU4 scorer=fixed_stupid_bleu # use 'stupid' BLEU+1 -learning_rate=1.0 # learning rate, don't care if gamma=0 (perceptron) +learning_rate=1.0 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) gamma=0 # use SVM reg sample_from=kbest # use kbest lists (as opposed to forest) filter=uniq # only unique entries in kbest (surface form) diff --git a/training/dtrain/examples/standard/expected-output b/training/dtrain/examples/standard/expected-output index 21f91244..a35bbe6f 100644 --- a/training/dtrain/examples/standard/expected-output +++ b/training/dtrain/examples/standard/expected-output @@ -4,13 +4,13 @@ Reading ./nc-wmt11.en.srilm.gz ----5---10---15---20---25---30---35---40---45---50---55---60---65---70---75---80---85---90---95--100 **************************************************************************************************** Example feature: Shape_S00000_T00000 -Seeding random number sequence to 970626287 +Seeding random number sequence to 4049211323 dtrain Parameters: k 100 N 4 - T 2 + T 3 scorer 'fixed_stupid_bleu' sample from 'kbest' filter 'uniq' @@ -23,6 +23,7 @@ Parameters: pair threshold 0 select weights 'VOID' l1 reg 0 'none' + pclr no max pairs 4294967295 cdec cfg './cdec.ini' input './nc-wmt11.de.gz' @@ -30,62 +31,88 @@ Parameters: output '-' stop_after 10 (a dot represents 10 inputs) -Iteration #1 of 2. +Iteration #1 of 3. . 10 Stopping after 10 input sentences. WEIGHTS - Glue = -614 - WordPenalty = +1256.8 - LanguageModel = +5610.5 - LanguageModel_OOV = -1449 - PhraseModel_0 = -2107 - PhraseModel_1 = -4666.1 - PhraseModel_2 = -2713.5 - PhraseModel_3 = +4204.3 - PhraseModel_4 = -1435.8 - PhraseModel_5 = +916 - PhraseModel_6 = +190 - PassThrough = -2527 + Glue = -1100 + WordPenalty = -82.082 + LanguageModel = -3199.1 + LanguageModel_OOV = -192 + PhraseModel_0 = +3128.2 + PhraseModel_1 = -1610.2 + PhraseModel_2 = -4336.5 + PhraseModel_3 = +2910.3 + PhraseModel_4 = +2523.2 + PhraseModel_5 = +506 + PhraseModel_6 = +1467 + PassThrough = -387 --- - 1best avg score: 0.17874 (+0.17874) - 1best avg model score: 88399 (+88399) - avg # pairs: 798.2 (meaningless) - avg # rank err: 798.2 + 1best avg score: 0.16966 (+0.16966) + 1best avg model score: 2.9874e+05 (+2.9874e+05) + avg # pairs: 906.3 (meaningless) + avg # rank err: 906.3 avg # margin viol: 0 - non0 feature count: 887 + non0 feature count: 825 avg list sz: 91.3 - avg f count: 126.85 -(time 0.33 min, 2 s/S) + avg f count: 139.77 +(time 0.35 min, 2.1 s/S) -Iteration #2 of 2. +Iteration #2 of 3. . 10 WEIGHTS - Glue = -1025 - WordPenalty = +1751.5 - LanguageModel = +10059 - LanguageModel_OOV = -4490 - PhraseModel_0 = -2640.7 - PhraseModel_1 = -3757.4 - PhraseModel_2 = -1133.1 - PhraseModel_3 = +1837.3 - PhraseModel_4 = -3534.3 - PhraseModel_5 = +2308 - PhraseModel_6 = +1677 - PassThrough = -6222 + Glue = -1221 + WordPenalty = +836.89 + LanguageModel = +2332.3 + LanguageModel_OOV = -1451 + PhraseModel_0 = +1507.2 + PhraseModel_1 = -2728.4 + PhraseModel_2 = -4183.6 + PhraseModel_3 = +1816.3 + PhraseModel_4 = -2894.7 + PhraseModel_5 = +1403 + PhraseModel_6 = +35 + PassThrough = -1097 --- - 1best avg score: 0.30764 (+0.12891) - 1best avg model score: -2.5042e+05 (-3.3882e+05) - avg # pairs: 725.9 (meaningless) - avg # rank err: 725.9 + 1best avg score: 0.17399 (+0.004325) + 1best avg model score: 49369 (-2.4937e+05) + avg # pairs: 662.4 (meaningless) + avg # rank err: 662.4 avg # margin viol: 0 - non0 feature count: 1499 + non0 feature count: 1235 avg list sz: 91.3 - avg f count: 114.34 -(time 0.32 min, 1.9 s/S) + avg f count: 125.11 +(time 0.27 min, 1.6 s/S) + +Iteration #3 of 3. + . 10 +WEIGHTS + Glue = -1574 + WordPenalty = -17.372 + LanguageModel = +6861.8 + LanguageModel_OOV = -3997 + PhraseModel_0 = -398.76 + PhraseModel_1 = -3419.6 + PhraseModel_2 = -3186.7 + PhraseModel_3 = +1050.8 + PhraseModel_4 = -2902.7 + PhraseModel_5 = -486 + PhraseModel_6 = -436 + PassThrough = -2985 + --- + 1best avg score: 0.30742 (+0.13343) + 1best avg model score: -1.5393e+05 (-2.0329e+05) + avg # pairs: 623.8 (meaningless) + avg # rank err: 623.8 + avg # margin viol: 0 + non0 feature count: 1770 + avg list sz: 91.3 + avg f count: 118.58 +(time 0.25 min, 1.5 s/S) Writing weights file to '-' ... done --- -Best iteration: 2 [SCORE 'fixed_stupid_bleu'=0.30764]. -This took 0.65 min. +Best iteration: 3 [SCORE 'fixed_stupid_bleu'=0.30742]. +This took 0.86667 min. diff --git a/training/dtrain/parallelize.rb b/training/dtrain/parallelize.rb index 2fc66cab..60ca9422 100755 --- a/training/dtrain/parallelize.rb +++ b/training/dtrain/parallelize.rb @@ -21,7 +21,8 @@ opts = Trollop::options do opt :qsub, "use qsub", :type => :bool, :default => false opt :dtrain_binary, "path to dtrain binary", :type => :string opt :extra_qsub, "extra qsub args", :type => :string, :default => "" - opt :per_shard_decoder_configs, "give special decoder config per shard", :type => :string, :short => :o + opt :per_shard_decoder_configs, "give special decoder config per shard", :type => :string, :short => '-o' + opt :first_input_weights, "input weights for first iter", :type => :string, :default => '', :short => '-w' end usage if not opts[:config]&&opts[:shards]&&opts[:input]&&opts[:references] @@ -54,6 +55,7 @@ input = opts[:input] refs = opts[:references] use_qsub = opts[:qsub] shards_at_once = opts[:processes_at_once] +first_input_weights = opts[:first_input_weights] `mkdir work` @@ -137,10 +139,13 @@ end else cdec_cfg = "" end + if first_input_weights!='' && epoch == 0 + input_weights = "--input_weights #{first_input_weights}" + end pids << Kernel.fork { - `#{qsub_str_start}#{dtrain_bin} -c #{ini} #{cdec_cfg}\ + `#{qsub_str_start}#{dtrain_bin} -c #{ini} #{cdec_cfg} #{input_weights}\ --input #{input_files[shard]}\ - --refs #{refs_files[shard]} #{input_weights}\ + --refs #{refs_files[shard]}\ --output work/weights.#{shard}.#{epoch}#{qsub_str_end} #{local_end}` } weights_files << "work/weights.#{shard}.#{epoch}" -- cgit v1.2.3 From 035585ee59e593d2b0cc358068d6a5dd639037cc Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Sun, 3 Nov 2013 21:24:51 +0100 Subject: bitext input for dtrain --- training/dtrain/Makefile.am | 2 +- training/dtrain/dtrain.cc | 45 ++++++++++++++++++++------ training/dtrain/dtrain.h | 2 ++ training/dtrain/examples/standard/dtrain.ini | 5 +-- training/dtrain/examples/standard/nc-wmt11.gz | Bin 0 -> 113504 bytes 5 files changed, 41 insertions(+), 13 deletions(-) create mode 100644 training/dtrain/examples/standard/nc-wmt11.gz diff --git a/training/dtrain/Makefile.am b/training/dtrain/Makefile.am index 844c790d..ecb6c128 100644 --- a/training/dtrain/Makefile.am +++ b/training/dtrain/Makefile.am @@ -1,7 +1,7 @@ bin_PROGRAMS = dtrain dtrain_SOURCES = dtrain.cc score.cc dtrain.h kbestget.h ksampler.h pairsampling.h score.h -dtrain_LDADD = ../../decoder/libcdec.a ../../klm/search/libksearch.a ../../mteval/libmteval.a ../../utils/libutils.a ../../klm/lm/libklm.a ../../klm/util/libklm_util.a ../../klm/util/double-conversion/libklm_util_double.a +dtrain_LDADD = ../../decoder/libcdec.a ../../klm/search/libksearch.a ../../mteval/libmteval.a ../../utils/libutils.a ../../klm/lm/libklm.a ../../klm/util/libklm_util.a ../../klm/util/double-conversion/libklm_util_double.a -lboost_regex AM_CPPFLAGS = -W -Wall -Wno-sign-compare -I$(top_srcdir)/utils -I$(top_srcdir)/decoder -I$(top_srcdir)/mteval diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 38a9b69a..a496f08a 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -12,8 +12,9 @@ dtrain_init(int argc, char** argv, po::variables_map* cfg) { po::options_description ini("Configuration File Options"); ini.add_options() - ("input", po::value()->default_value("-"), "input file (src)") + ("input", po::value(), "input file (src)") ("refs,r", po::value(), "references") + ("bitext,b", po::value(), "bitext: 'src ||| tgt'") ("output", po::value()->default_value("-"), "output weights file, '-' for STDOUT") ("input_weights", po::value(), "input weights file (e.g. from previous iteration)") ("decoder_config", po::value(), "configuration file for cdec") @@ -73,13 +74,17 @@ dtrain_init(int argc, char** argv, po::variables_map* cfg) cerr << "Wrong 'pair_sampling' param: '" << (*cfg)["pair_sampling"].as() << "'." << endl; return false; } - if(cfg->count("hi_lo") && (*cfg)["pair_sampling"].as() != "XYX") { + if (cfg->count("hi_lo") && (*cfg)["pair_sampling"].as() != "XYX") { cerr << "Warning: hi_lo only works with pair_sampling XYX." << endl; } - if((*cfg)["hi_lo"].as() > 0.5 || (*cfg)["hi_lo"].as() < 0.01) { + if ((*cfg)["hi_lo"].as() > 0.5 || (*cfg)["hi_lo"].as() < 0.01) { cerr << "hi_lo must lie in [0.01, 0.5]" << endl; return false; } + if ((cfg->count("input")>0 || cfg->count("refs")>0) && cfg->count("bitext")>0) { + cerr << "Provide 'input' and 'refs' or 'bitext', not both." << endl; + return false; + } if ((*cfg)["pair_threshold"].as() < 0) { cerr << "The threshold must be >= 0!" << endl; return false; @@ -208,13 +213,24 @@ main(int argc, char** argv) // output string output_fn = cfg["output"].as(); // input - string input_fn = cfg["input"].as(); + bool read_bitext = false; + string input_fn; + if (cfg.count("bitext")) { + read_bitext = true; + input_fn = cfg["bitext"].as(); + } else { + input_fn = cfg["input"].as(); + } ReadFile input(input_fn); // buffer input for t > 0 vector src_str_buf; // source strings (decoder takes only strings) vector > ref_ids_buf; // references as WordID vecs - string refs_fn = cfg["refs"].as(); - ReadFile refs(refs_fn); + ReadFile refs; + string refs_fn; + if (!read_bitext) { + refs_fn = cfg["refs"].as(); + refs.Init(refs_fn); + } unsigned in_sz = std::numeric_limits::max(); // input index, input size vector > all_scores; @@ -253,7 +269,8 @@ main(int argc, char** argv) cerr << setw(25) << "max pairs " << max_pairs << endl; cerr << setw(25) << "cdec cfg " << "'" << cfg["decoder_config"].as() << "'" << endl; cerr << setw(25) << "input " << "'" << input_fn << "'" << endl; - cerr << setw(25) << "refs " << "'" << refs_fn << "'" << endl; + if (!read_bitext) + cerr << setw(25) << "refs " << "'" << refs_fn << "'" << endl; cerr << setw(25) << "output " << "'" << output_fn << "'" << endl; if (cfg.count("input_weights")) cerr << setw(25) << "weights in " << "'" << cfg["input_weights"].as() << "'" << endl; @@ -279,9 +296,16 @@ main(int argc, char** argv) { string in; + string ref; bool next = false, stop = false; // next iteration or premature stop if (t == 0) { if(!getline(*input, in)) next = true; + if(read_bitext) { + vector strs; + boost::algorithm::split_regex(strs, in, boost::regex(" \\|\\|\\| ")); + in = strs[0]; + ref = strs[1]; + } } else { if (ii == in_sz) next = true; // stop if we reach the end of our input } @@ -318,10 +342,11 @@ main(int argc, char** argv) // getting input vector ref_ids; // reference as vector if (t == 0) { - string r_; - getline(*refs, r_); + if (!read_bitext) { + getline(*refs, ref); + } vector ref_tok; - boost::split(ref_tok, r_, boost::is_any_of(" ")); + boost::split(ref_tok, ref, boost::is_any_of(" ")); register_and_convert(ref_tok, ref_ids); ref_ids_buf.push_back(ref_ids); src_str_buf.push_back(in); diff --git a/training/dtrain/dtrain.h b/training/dtrain/dtrain.h index 3981fb39..ccb5ad4d 100644 --- a/training/dtrain/dtrain.h +++ b/training/dtrain/dtrain.h @@ -9,6 +9,8 @@ #include #include +#include +#include #include #include "decoder.h" diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index e6d6382e..7dbb4ff0 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -1,5 +1,6 @@ -input=./nc-wmt11.de.gz -refs=./nc-wmt11.en.gz +#input=./nc-wmt11.de.gz +#refs=./nc-wmt11.en.gz +bitext=./nc-wmt11.gz output=- # a weights file (add .gz for gzip compression) or STDOUT '-' select_weights=VOID # output average (over epochs) weight vector decoder_config=./cdec.ini # config for cdec diff --git a/training/dtrain/examples/standard/nc-wmt11.gz b/training/dtrain/examples/standard/nc-wmt11.gz new file mode 100644 index 00000000..c39c5aef Binary files /dev/null and b/training/dtrain/examples/standard/nc-wmt11.gz differ -- cgit v1.2.3 From d13c27210db8a3ff96d66739a47ef44501012abc Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Sun, 3 Nov 2013 21:56:06 +0100 Subject: cleaned up parsematch features --- decoder/ff_parse_match.cc | 17 ++++++++++------- decoder/ff_parse_match.h | 1 + 2 files changed, 11 insertions(+), 7 deletions(-) diff --git a/decoder/ff_parse_match.cc b/decoder/ff_parse_match.cc index ed556b91..94634b27 100644 --- a/decoder/ff_parse_match.cc +++ b/decoder/ff_parse_match.cc @@ -13,6 +13,10 @@ using namespace std; // implements the parse match features as described in Vilar et al. (2008) // source trees must be represented in Penn Treebank format, e.g. // (S (NP John) (VP (V left))) +// +// Annotate source sentences with ..." +// Note: You need to escape quite a lot of stuff in all your models! +// struct ParseMatchFeaturesImpl { ParseMatchFeaturesImpl(const string& param) { @@ -42,10 +46,8 @@ struct ParseMatchFeaturesImpl { void InitializeGrids(const string& tree, unsigned src_len) { assert(tree.size() > 0); - //fids_cat.clear(); fids_ef.clear(); src_tree.clear(); - //fids_cat.resize(src_len, src_len + 1); fids_ef.resize(src_len, src_len + 1); src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); ParseTreeString(tree, src_len); @@ -112,7 +114,7 @@ struct ParseMatchFeaturesImpl { int fid_ef = FD::Convert("PM"); int min_dist; // minimal distance to next syntactic constituent of this rule's LHS int summed_min_dists; // minimal distances of LHS and NTs summed up - if (TD::Convert(lhs).compare("XX") != 0) + if (TD::Convert(lhs).compare("XX") != 0) min_dist= 0; // compute the distance to the next syntactical constituent else { @@ -131,7 +133,7 @@ struct ParseMatchFeaturesImpl { ok = 1; break; } - // check if removing k words from the rule span will + // check if removing k words from the rule span will // lead to a syntactical constituent else { //cerr << "Hilfe...!" << endl; @@ -144,7 +146,7 @@ struct ParseMatchFeaturesImpl { ok = 1; break; } - } + } } if (ok) break; } @@ -183,9 +185,9 @@ struct ParseMatchFeaturesImpl { return min_dist; } - Array2D src_tree; // src_tree(i,j) NT = type + Array2D src_tree; // src_tree(i,j) NT = type unsigned int src_sent_len; - mutable Array2D > fids_ef; // fires for fully lexicalized + mutable Array2D > fids_ef; // fires for fully lexicalized int scoring_method; }; @@ -216,3 +218,4 @@ void ParseMatchFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, void ParseMatchFeatures::PrepareForInput(const SentenceMetadata& smeta) { impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); } + diff --git a/decoder/ff_parse_match.h b/decoder/ff_parse_match.h index fa73481a..7820b418 100644 --- a/decoder/ff_parse_match.h +++ b/decoder/ff_parse_match.h @@ -23,3 +23,4 @@ class ParseMatchFeatures : public FeatureFunction { }; #endif + -- cgit v1.2.3 From 5a23ee2ae792b629e0f52b9c7fdf293de60a0ca1 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 5 Nov 2013 16:29:03 +0100 Subject: cleaning up syntax features --- decoder/Makefile.am | 5 +- decoder/cdec_ff.cc | 25 +--- decoder/ff_parse_match.cc | 4 - decoder/ff_soft_syntax.cc | 34 +++--- decoder/ff_soft_syntax.h | 16 +-- decoder/ff_soft_syntax2.cc | 234 ------------------------------------ decoder/ff_soft_syntax2.h | 27 ----- decoder/ff_soft_syntax_mindist.cc | 235 ++++++++++++++++++++++++++++++++++++ decoder/ff_soft_syntax_mindist.h | 27 +++++ decoder/ff_source_syntax.cc | 37 ++++-- decoder/ff_source_syntax.h | 10 +- decoder/ff_source_syntax2.cc | 25 ++-- decoder/ff_source_syntax2.h | 5 +- decoder/ff_source_syntax2_p.cc | 166 -------------------------- decoder/ff_source_syntax2_p.h | 25 ---- decoder/ff_source_syntax_p.cc | 245 -------------------------------------- decoder/ff_source_syntax_p.h | 42 ------- 17 files changed, 342 insertions(+), 820 deletions(-) delete mode 100644 decoder/ff_soft_syntax2.cc delete mode 100644 decoder/ff_soft_syntax2.h create mode 100644 decoder/ff_soft_syntax_mindist.cc create mode 100644 decoder/ff_soft_syntax_mindist.h delete mode 100644 decoder/ff_source_syntax2_p.cc delete mode 100644 decoder/ff_source_syntax2_p.h delete mode 100644 decoder/ff_source_syntax_p.cc delete mode 100644 decoder/ff_source_syntax_p.h diff --git a/decoder/Makefile.am b/decoder/Makefile.am index 914faaea..e7ebe840 100644 --- a/decoder/Makefile.am +++ b/decoder/Makefile.am @@ -62,7 +62,6 @@ libcdec_a_SOURCES = \ ff_ruleshape.h \ ff_sample_fsa.h \ ff_source_path.h \ - ff_source_syntax.h \ ff_spans.h \ ff_tagger.h \ ff_wordalign.h \ @@ -145,11 +144,9 @@ libcdec_a_SOURCES = \ ff_source_path.cc \ ff_parse_match.cc \ ff_soft_syntax.cc \ - ff_soft_syntax2.cc \ + ff_soft_syntax_mindist.cc \ ff_source_syntax.cc \ - ff_source_syntax_p.cc \ ff_source_syntax2.cc \ - ff_source_syntax2_p.cc \ ff_bleu.cc \ ff_factory.cc \ incremental.cc \ diff --git a/decoder/cdec_ff.cc b/decoder/cdec_ff.cc index e7b31f50..a36a0f5f 100644 --- a/decoder/cdec_ff.cc +++ b/decoder/cdec_ff.cc @@ -15,17 +15,11 @@ #include "ff_ruleshape.h" #include "ff_bleu.h" #include "ff_soft_syntax.h" -#include "ff_soft_syntax2.h" +#include "ff_soft_syntax_mindist.h" #include "ff_source_path.h" - - #include "ff_parse_match.h" #include "ff_source_syntax.h" -#include "ff_source_syntax_p.h" #include "ff_source_syntax2.h" -#include "ff_source_syntax2_p.h" - - #include "ff_register.h" #include "ff_charset.h" #include "ff_wordset.h" @@ -58,23 +52,12 @@ void register_feature_functions() { ff_registry.Register("NgramFeatures", new FFFactory()); ff_registry.Register("RuleContextFeatures", new FFFactory()); ff_registry.Register("RuleIdentityFeatures", new FFFactory()); - - ff_registry.Register("ParseMatchFeatures", new FFFactory); - - ff_registry.Register("SoftSyntacticFeatures", new FFFactory); - ff_registry.Register("SoftSyntacticFeatures2", new FFFactory); - + ff_registry.Register("SoftSyntaxFeatures", new FFFactory); + ff_registry.Register("SoftSyntaxFeaturesMindist", new FFFactory); ff_registry.Register("SourceSyntaxFeatures", new FFFactory); - ff_registry.Register("SourceSyntaxFeatures2", new FFFactory); - ff_registry.Register("SourceSpanSizeFeatures", new FFFactory); - - //ff_registry.Register("PSourceSyntaxFeatures", new FFFactory); - //ff_registry.Register("PSourceSpanSizeFeatures", new FFFactory); - //ff_registry.Register("PSourceSyntaxFeatures2", new FFFactory); - - + ff_registry.Register("SourceSyntaxFeatures2", new FFFactory); ff_registry.Register("CMR2008ReorderingFeatures", new FFFactory()); ff_registry.Register("RuleSourceBigramFeatures", new FFFactory()); ff_registry.Register("RuleTargetBigramFeatures", new FFFactory()); diff --git a/decoder/ff_parse_match.cc b/decoder/ff_parse_match.cc index 94634b27..7c79302b 100644 --- a/decoder/ff_parse_match.cc +++ b/decoder/ff_parse_match.cc @@ -13,10 +13,6 @@ using namespace std; // implements the parse match features as described in Vilar et al. (2008) // source trees must be represented in Penn Treebank format, e.g. // (S (NP John) (VP (V left))) -// -// Annotate source sentences with ..." -// Note: You need to escape quite a lot of stuff in all your models! -// struct ParseMatchFeaturesImpl { ParseMatchFeaturesImpl(const string& param) { diff --git a/decoder/ff_soft_syntax.cc b/decoder/ff_soft_syntax.cc index d84f2e6d..a3d26135 100644 --- a/decoder/ff_soft_syntax.cc +++ b/decoder/ff_soft_syntax.cc @@ -13,16 +13,15 @@ using namespace std; -// Implements the soft syntactic features described in +// Implements the soft syntactic features described in // Marton and Resnik (2008): "Soft Syntacitc Constraints for Hierarchical Phrase-Based Translation". // Source trees must be represented in Penn Treebank format, // e.g. (S (NP John) (VP (V left))). -struct SoftSyntacticFeaturesImpl { - SoftSyntacticFeaturesImpl(const string& param) { +struct SoftSyntaxFeaturesImpl { + SoftSyntaxFeaturesImpl(const string& param) { vector labels = SplitOnWhitespace(param); - //for (unsigned int i = 0; i < labels.size(); i++) - //cerr << "Labels: " << labels.at(i) << endl; + //for (unsigned int i = 0; i < labels.size(); i++) { cerr << "Labels: " << labels.at(i) << endl; } for (unsigned int i = 0; i < labels.size(); i++) { string label = labels.at(i); pair feat_label; @@ -34,10 +33,8 @@ struct SoftSyntacticFeaturesImpl { void InitializeGrids(const string& tree, unsigned src_len) { assert(tree.size() > 0); - //fids_cat.clear(); fids_ef.clear(); src_tree.clear(); - //fids_cat.resize(src_len, src_len + 1); fids_ef.resize(src_len, src_len + 1); src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); ParseTreeString(tree, src_len); @@ -99,7 +96,7 @@ struct SoftSyntacticFeaturesImpl { const WordID lhs = src_tree(i,j); string lhs_str = TD::Convert(lhs); //cerr << "LHS: " << lhs_str << " from " << i << " to " << j << endl; - //cerr << "RULE :"<< rule << endl; + //cerr << "RULE :"<< rule << endl; int& fid_ef = fids_ef(i,j)[&rule]; for (unsigned int i = 0; i < feat_labels.size(); i++) { ostringstream os; @@ -126,7 +123,7 @@ struct SoftSyntacticFeaturesImpl { fid_ef = FD::Convert(os.str()); if (lhs_str.compare(label) == 0) { if (fid_ef > 0) { - //cerr << "Feature: " << os.str() << endl; + //cerr << "Feature: " << os.str() << endl; feats->set_value(fid_ef, 1.0); } } @@ -147,8 +144,8 @@ struct SoftSyntacticFeaturesImpl { } } break; - case '-': - //cerr << "-" << endl; + case '-': + //cerr << "-" << endl; if (lhs_str.compare(label) != 0) { os << "SYN:" << label << "_cross"; fid_ef = FD::Convert(os.str()); @@ -167,22 +164,22 @@ struct SoftSyntacticFeaturesImpl { return lhs; } - Array2D src_tree; // src_tree(i,j) NT = type - mutable Array2D > fids_ef; // fires for fully lexicalized + Array2D src_tree; // src_tree(i,j) NT = type + mutable Array2D > fids_ef; // fires for fully lexicalized vector > feat_labels; }; -SoftSyntacticFeatures::SoftSyntacticFeatures(const string& param) : +SoftSyntaxFeatures::SoftSyntaxFeatures(const string& param) : FeatureFunction(sizeof(WordID)) { - impl = new SoftSyntacticFeaturesImpl(param); + impl = new SoftSyntaxFeaturesImpl(param); } -SoftSyntacticFeatures::~SoftSyntacticFeatures() { +SoftSyntaxFeatures::~SoftSyntaxFeatures() { delete impl; impl = NULL; } -void SoftSyntacticFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, +void SoftSyntaxFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, const Hypergraph::Edge& edge, const vector& ant_contexts, SparseVector* features, @@ -196,6 +193,7 @@ void SoftSyntacticFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, impl->FireFeatures(*edge.rule_, edge.i_, edge.j_, ants, features); } -void SoftSyntacticFeatures::PrepareForInput(const SentenceMetadata& smeta) { +void SoftSyntaxFeatures::PrepareForInput(const SentenceMetadata& smeta) { impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); } + diff --git a/decoder/ff_soft_syntax.h b/decoder/ff_soft_syntax.h index 79352f49..e71825d5 100644 --- a/decoder/ff_soft_syntax.h +++ b/decoder/ff_soft_syntax.h @@ -1,15 +1,15 @@ -#ifndef _FF_SOFTSYNTAX_H_ -#define _FF_SOFTSYNTAX_H_ +#ifndef _FF_SOFT_SYNTAX_H_ +#define _FF_SOFT_SYNTAX_H_ #include "ff.h" #include "hg.h" -struct SoftSyntacticFeaturesImpl; +struct SoftSyntaxFeaturesImpl; -class SoftSyntacticFeatures : public FeatureFunction { +class SoftSyntaxFeatures : public FeatureFunction { public: - SoftSyntacticFeatures(const std::string& param); - ~SoftSyntacticFeatures(); + SoftSyntaxFeatures(const std::string& param); + ~SoftSyntaxFeatures(); protected: virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, const Hypergraph::Edge& edge, @@ -19,9 +19,9 @@ class SoftSyntacticFeatures : public FeatureFunction { void* context) const; virtual void PrepareForInput(const SentenceMetadata& smeta); private: - SoftSyntacticFeaturesImpl* impl; + SoftSyntaxFeaturesImpl* impl; }; - #endif + diff --git a/decoder/ff_soft_syntax2.cc b/decoder/ff_soft_syntax2.cc deleted file mode 100644 index 121bc39b..00000000 --- a/decoder/ff_soft_syntax2.cc +++ /dev/null @@ -1,234 +0,0 @@ -#include "ff_soft_syntax2.h" - -#include -#include -#include -#include -#include - -#include "sentence_metadata.h" -#include "stringlib.h" -#include "array2d.h" -#include "filelib.h" - -using namespace std; - -// Implements the soft syntactic features described in -// Marton and Resnik (2008): "Soft Syntacitc Constraints for Hierarchical Phrase-Based Translation". -// Source trees must be represented in Penn Treebank format, -// e.g. (S (NP John) (VP (V left))). - -struct SoftSyntacticFeatures2Impl { - SoftSyntacticFeatures2Impl(const string& param) { - vector labels = SplitOnWhitespace(param); - //for (unsigned int i = 0; i < labels.size(); i++) - //cerr << "Labels: " << labels.at(i) << endl; - for (unsigned int i = 0; i < labels.size(); i++) { - string label = labels.at(i); - pair feat_label; - feat_label.first = label.substr(0, label.size() - 1); - feat_label.second = label.at(label.size() - 1); - feat_labels.push_back(feat_label); - } - } - - void InitializeGrids(const string& tree, unsigned src_len) { - assert(tree.size() > 0); - //fids_cat.clear(); - fids_ef.clear(); - src_tree.clear(); - //fids_cat.resize(src_len, src_len + 1); - fids_ef.resize(src_len, src_len + 1); - src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); - ParseTreeString(tree, src_len); - } - - void ParseTreeString(const string& tree, unsigned src_len) { - stack > stk; // first = i, second = category - pair cur_cat; cur_cat.first = -1; - unsigned i = 0; - unsigned p = 0; - //cerr << "String " << tree << endl; - while(p < tree.size()) { - const char cur = tree[p]; - if (cur == '(') { - stk.push(cur_cat); - ++p; - unsigned k = p + 1; - while (k < tree.size() && tree[k] != ' ') { ++k; } - cur_cat.first = i; - cur_cat.second = TD::Convert(tree.substr(p, k - p)); - //cerr << "NT: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; - p = k + 1; - } else if (cur == ')') { - unsigned k = p; - while (k < tree.size() && tree[k] == ')') { ++k; } - const unsigned num_closes = k - p; - for (unsigned ci = 0; ci < num_closes; ++ci) { - // cur_cat.second spans from cur_cat.first to i - //cerr << TD::Convert(cur_cat.second) << " from " << cur_cat.first << " to " << i << endl; - // NOTE: unary rule chains end up being labeled with the top-most category - src_tree(cur_cat.first, i) = cur_cat.second; - cur_cat = stk.top(); - stk.pop(); - } - p = k; - while (p < tree.size() && (tree[p] == ' ' || tree[p] == '\t')) { ++p; } - } else if (cur == ' ' || cur == '\t') { - cerr << "Unexpected whitespace in: " << tree << endl; - abort(); - } else { // terminal symbol - unsigned k = p + 1; - do { - while (k < tree.size() && tree[k] != ')' && tree[k] != ' ') { ++k; } - // cerr << "TERM: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; - ++i; - assert(i <= src_len); - while (k < tree.size() && tree[k] == ' ') { ++k; } - p = k; - } while (p < tree.size() && tree[p] != ')'); - } - } - //cerr << "i=" << i << " src_len=" << src_len << endl; - assert(i == src_len); // make sure tree specified in src_tree is - // the same length as the source sentence - } - - WordID FireFeatures(const TRule& rule, const int i, const int j, const WordID* ants, SparseVector* feats) { - //cerr << "fire features: " << rule.AsString() << " for " << i << "," << j << endl; - const WordID lhs = src_tree(i,j); - string lhs_str = TD::Convert(lhs); - //cerr << "LHS: " << lhs_str << " from " << i << " to " << j << endl; - //cerr << "RULE :"<< rule << endl; - int& fid_ef = fids_ef(i,j)[&rule]; - string lhs_to_str = TD::Convert(lhs); - int min_dist; - string min_dist_label; - if (lhs_to_str.compare("XX") != 0) { - min_dist = 0; - min_dist_label = lhs_to_str; - } - else { - int ok = 0; - for (unsigned int k = 1; k < (j - i); k++) { - min_dist = k; - for (unsigned int l = 0; l <= k; l++) { - int l_add = i-l; - int r_add = j+(k-l); - if ((l_add < src_tree.width() && r_add < src_tree.height()) && (TD::Convert(src_tree(l_add, r_add)).compare("XX") != 0)) { - ok = 1; - min_dist_label = (TD::Convert(src_tree(l_add, r_add))); - break; - } - else { - int l_rem= i+l; - int r_rem = j-(k-l); - if ((l_rem < src_tree.width() && r_rem < src_tree.height()) && TD::Convert(src_tree(l_rem, r_rem)).compare("XX") != 0) { - ok = 1; - min_dist_label = (TD::Convert(src_tree(l_rem, r_rem))); - break; - } - } - } - if (ok) break; - } - } - //cerr << "SPAN: " << i << " " << j << endl; - //cerr << "MINDIST: " << min_dist << endl; - //cerr << "MINDISTLABEL: " << min_dist_label << endl; - for (unsigned int i = 0; i < feat_labels.size(); i++) { - ostringstream os; - string label = feat_labels.at(i).first; - //cerr << "This Label: " << label << endl; - char feat_type = (char) feat_labels.at(i).second.c_str()[0]; - //cerr << "feat_type: " << feat_type << endl; - switch(feat_type) { - case '2': - if (min_dist_label.compare(label) == 0) { - if (min_dist == 0) { - os << "SYN:" << label << "_conform"; - } - else { - os << "SYN:" << label << "_cross"; - } - fid_ef = FD::Convert(os.str()); - //cerr << "Feature :" << os.str() << endl; - feats->set_value(fid_ef, 1.0); - } - break; - case '_': - os << "SYN:" << label; - fid_ef = FD::Convert(os.str()); - if (min_dist_label.compare(label) == 0) { - //cerr << "Feature: " << os.str() << endl; - if (min_dist == 0) { - feats->set_value(fid_ef, 1.0); - } - else { - //cerr << "Feature: " << os.str() << endl; - feats->set_value(fid_ef, -1.0); - } - } - break; - case '+': - if (min_dist_label.compare(label) == 0) { - os << "SYN:" << label << "_conform"; - fid_ef = FD::Convert(os.str()); - if (min_dist == 0) { - //cerr << "Feature: " << os.str() << endl; - feats->set_value(fid_ef, 1.0); - } - } - break; - case '-': - //cerr << "-" << endl; - if (min_dist_label.compare(label) != 0) { - os << "SYN:" << label << "_cross"; - fid_ef = FD::Convert(os.str()); - if (min_dist > 0) { - //cerr << "Feature :" << os.str() << endl; - feats->set_value(fid_ef, 1.0); - } - } - break; - os.clear(); - os.str(""); - } - //cerr << "FEATURE: " << os.str() << endl; - //cerr << endl; - } - return lhs; - } - - Array2D src_tree; // src_tree(i,j) NT = type - mutable Array2D > fids_ef; // fires for fully lexicalized - vector > feat_labels; -}; - -SoftSyntacticFeatures2::SoftSyntacticFeatures2(const string& param) : - FeatureFunction(sizeof(WordID)) { - impl = new SoftSyntacticFeatures2Impl(param); -} - -SoftSyntacticFeatures2::~SoftSyntacticFeatures2() { - delete impl; - impl = NULL; -} - -void SoftSyntacticFeatures2::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const { - WordID ants[8]; - for (unsigned i = 0; i < ant_contexts.size(); ++i) - ants[i] = *static_cast(ant_contexts[i]); - - *static_cast(context) = - impl->FireFeatures(*edge.rule_, edge.i_, edge.j_, ants, features); -} - -void SoftSyntacticFeatures2::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); -} diff --git a/decoder/ff_soft_syntax2.h b/decoder/ff_soft_syntax2.h deleted file mode 100644 index 4de91d86..00000000 --- a/decoder/ff_soft_syntax2.h +++ /dev/null @@ -1,27 +0,0 @@ -#ifndef _FF_SOFTSYNTAX2_H_ -#define _FF_SOFTSYNTAX2_H_ - -#include "ff.h" -#include "hg.h" - -struct SoftSyntacticFeatures2Impl; - -class SoftSyntacticFeatures2 : public FeatureFunction { - public: - SoftSyntacticFeatures2(const std::string& param); - ~SoftSyntacticFeatures2(); - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const; - virtual void PrepareForInput(const SentenceMetadata& smeta); - private: - SoftSyntacticFeatures2Impl* impl; -}; - - - -#endif diff --git a/decoder/ff_soft_syntax_mindist.cc b/decoder/ff_soft_syntax_mindist.cc new file mode 100644 index 00000000..3f531986 --- /dev/null +++ b/decoder/ff_soft_syntax_mindist.cc @@ -0,0 +1,235 @@ +#include "ff_soft_syntax_mindist.h" + +#include +#include +#include +#include +#include + +#include "sentence_metadata.h" +#include "stringlib.h" +#include "array2d.h" +#include "filelib.h" + +using namespace std; + +// Implements the soft syntactic features described in +// Marton and Resnik (2008): "Soft Syntacitc Constraints for Hierarchical Phrase-Based Translation". +// Source trees must be represented in Penn Treebank format, +// e.g. (S (NP John) (VP (V left))). +// +// This variant accepts fuzzy matches, choosing the constituent with +// minimum distance. + +struct SoftSyntaxFeaturesMindistImpl { + SoftSyntaxFeaturesMindistImpl(const string& param) { + vector labels = SplitOnWhitespace(param); + //for (unsigned int i = 0; i < labels.size(); i++) { cerr << "Labels: " << labels.at(i) << endl; } + for (unsigned int i = 0; i < labels.size(); i++) { + string label = labels.at(i); + pair feat_label; + feat_label.first = label.substr(0, label.size() - 1); + feat_label.second = label.at(label.size() - 1); + feat_labels.push_back(feat_label); + } + } + + void InitializeGrids(const string& tree, unsigned src_len) { + assert(tree.size() > 0); + fids_ef.clear(); + src_tree.clear(); + fids_ef.resize(src_len, src_len + 1); + src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); + ParseTreeString(tree, src_len); + } + + void ParseTreeString(const string& tree, unsigned src_len) { + stack > stk; // first = i, second = category + pair cur_cat; cur_cat.first = -1; + unsigned i = 0; + unsigned p = 0; + //cerr << "String " << tree << endl; + while(p < tree.size()) { + const char cur = tree[p]; + if (cur == '(') { + stk.push(cur_cat); + ++p; + unsigned k = p + 1; + while (k < tree.size() && tree[k] != ' ') { ++k; } + cur_cat.first = i; + cur_cat.second = TD::Convert(tree.substr(p, k - p)); + //cerr << "NT: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; + p = k + 1; + } else if (cur == ')') { + unsigned k = p; + while (k < tree.size() && tree[k] == ')') { ++k; } + const unsigned num_closes = k - p; + for (unsigned ci = 0; ci < num_closes; ++ci) { + // cur_cat.second spans from cur_cat.first to i + //cerr << TD::Convert(cur_cat.second) << " from " << cur_cat.first << " to " << i << endl; + // NOTE: unary rule chains end up being labeled with the top-most category + src_tree(cur_cat.first, i) = cur_cat.second; + cur_cat = stk.top(); + stk.pop(); + } + p = k; + while (p < tree.size() && (tree[p] == ' ' || tree[p] == '\t')) { ++p; } + } else if (cur == ' ' || cur == '\t') { + cerr << "Unexpected whitespace in: " << tree << endl; + abort(); + } else { // terminal symbol + unsigned k = p + 1; + do { + while (k < tree.size() && tree[k] != ')' && tree[k] != ' ') { ++k; } + // cerr << "TERM: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; + ++i; + assert(i <= src_len); + while (k < tree.size() && tree[k] == ' ') { ++k; } + p = k; + } while (p < tree.size() && tree[p] != ')'); + } + } + //cerr << "i=" << i << " src_len=" << src_len << endl; + assert(i == src_len); // make sure tree specified in src_tree is + // the same length as the source sentence + } + + WordID FireFeatures(const TRule& rule, const int i, const int j, const WordID* ants, SparseVector* feats) { + //cerr << "fire features: " << rule.AsString() << " for " << i << "," << j << endl; + const WordID lhs = src_tree(i,j); + string lhs_str = TD::Convert(lhs); + //cerr << "LHS: " << lhs_str << " from " << i << " to " << j << endl; + //cerr << "RULE :"<< rule << endl; + int& fid_ef = fids_ef(i,j)[&rule]; + string lhs_to_str = TD::Convert(lhs); + int min_dist; + string min_dist_label; + if (lhs_to_str.compare("XX") != 0) { + min_dist = 0; + min_dist_label = lhs_to_str; + } + else { + int ok = 0; + for (unsigned int k = 1; k < (j - i); k++) { + min_dist = k; + for (unsigned int l = 0; l <= k; l++) { + int l_add = i-l; + int r_add = j+(k-l); + if ((l_add < src_tree.width() && r_add < src_tree.height()) && (TD::Convert(src_tree(l_add, r_add)).compare("XX") != 0)) { + ok = 1; + min_dist_label = (TD::Convert(src_tree(l_add, r_add))); + break; + } + else { + int l_rem= i+l; + int r_rem = j-(k-l); + if ((l_rem < src_tree.width() && r_rem < src_tree.height()) && TD::Convert(src_tree(l_rem, r_rem)).compare("XX") != 0) { + ok = 1; + min_dist_label = (TD::Convert(src_tree(l_rem, r_rem))); + break; + } + } + } + if (ok) break; + } + } + //cerr << "SPAN: " << i << " " << j << endl; + //cerr << "MINDIST: " << min_dist << endl; + //cerr << "MINDISTLABEL: " << min_dist_label << endl; + for (unsigned int i = 0; i < feat_labels.size(); i++) { + ostringstream os; + string label = feat_labels.at(i).first; + //cerr << "This Label: " << label << endl; + char feat_type = (char) feat_labels.at(i).second.c_str()[0]; + //cerr << "feat_type: " << feat_type << endl; + switch(feat_type) { + case '2': + if (min_dist_label.compare(label) == 0) { + if (min_dist == 0) { + os << "SYN:" << label << "_conform"; + } + else { + os << "SYN:" << label << "_cross"; + } + fid_ef = FD::Convert(os.str()); + //cerr << "Feature :" << os.str() << endl; + feats->set_value(fid_ef, 1.0); + } + break; + case '_': + os << "SYN:" << label; + fid_ef = FD::Convert(os.str()); + if (min_dist_label.compare(label) == 0) { + //cerr << "Feature: " << os.str() << endl; + if (min_dist == 0) { + feats->set_value(fid_ef, 1.0); + } + else { + //cerr << "Feature: " << os.str() << endl; + feats->set_value(fid_ef, -1.0); + } + } + break; + case '+': + if (min_dist_label.compare(label) == 0) { + os << "SYN:" << label << "_conform"; + fid_ef = FD::Convert(os.str()); + if (min_dist == 0) { + //cerr << "Feature: " << os.str() << endl; + feats->set_value(fid_ef, 1.0); + } + } + break; + case '-': + //cerr << "-" << endl; + if (min_dist_label.compare(label) != 0) { + os << "SYN:" << label << "_cross"; + fid_ef = FD::Convert(os.str()); + if (min_dist > 0) { + //cerr << "Feature :" << os.str() << endl; + feats->set_value(fid_ef, 1.0); + } + } + break; + os.clear(); + os.str(""); + } + //cerr << "FEATURE: " << os.str() << endl; + //cerr << endl; + } + return lhs; + } + + Array2D src_tree; // src_tree(i,j) NT = type + mutable Array2D > fids_ef; // fires for fully lexicalized + vector > feat_labels; +}; + +SoftSyntaxFeaturesMindist::SoftSyntaxFeaturesMindist(const string& param) : + FeatureFunction(sizeof(WordID)) { + impl = new SoftSyntaxFeaturesMindistImpl(param); +} + +SoftSyntaxFeaturesMindist::~SoftSyntaxFeaturesMindist() { + delete impl; + impl = NULL; +} + +void SoftSyntaxFeaturesMindist::TraversalFeaturesImpl(const SentenceMetadata& smeta, + const Hypergraph::Edge& edge, + const vector& ant_contexts, + SparseVector* features, + SparseVector* estimated_features, + void* context) const { + WordID ants[8]; + for (unsigned i = 0; i < ant_contexts.size(); ++i) + ants[i] = *static_cast(ant_contexts[i]); + + *static_cast(context) = + impl->FireFeatures(*edge.rule_, edge.i_, edge.j_, ants, features); +} + +void SoftSyntaxFeaturesMindist::PrepareForInput(const SentenceMetadata& smeta) { + impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); +} + diff --git a/decoder/ff_soft_syntax_mindist.h b/decoder/ff_soft_syntax_mindist.h new file mode 100644 index 00000000..bf938b38 --- /dev/null +++ b/decoder/ff_soft_syntax_mindist.h @@ -0,0 +1,27 @@ +#ifndef _FF_SOFT_SYNTAX_MINDIST_H_ +#define _FF_SOFT_SYNTAX_MINDIST_H_ + +#include "ff.h" +#include "hg.h" + +struct SoftSyntaxFeaturesMindistImpl; + +class SoftSyntaxFeaturesMindist : public FeatureFunction { + public: + SoftSyntaxFeaturesMindist(const std::string& param); + ~SoftSyntaxFeaturesMindist(); + protected: + virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, + const Hypergraph::Edge& edge, + const std::vector& ant_contexts, + SparseVector* features, + SparseVector* estimated_features, + void* context) const; + virtual void PrepareForInput(const SentenceMetadata& smeta); + private: + SoftSyntaxFeaturesMindistImpl* impl; +}; + + +#endif + diff --git a/decoder/ff_source_syntax.cc b/decoder/ff_source_syntax.cc index a1997695..34e7ab69 100644 --- a/decoder/ff_source_syntax.cc +++ b/decoder/ff_source_syntax.cc @@ -2,8 +2,8 @@ #include #include +#include -#include "hg.h" #include "sentence_metadata.h" #include "array2d.h" #include "filelib.h" @@ -24,6 +24,17 @@ inline int SpanSizeTransform(unsigned span_size) { struct SourceSyntaxFeaturesImpl { SourceSyntaxFeaturesImpl() {} + SourceSyntaxFeaturesImpl(const string& param) { + if (!(param.compare("") == 0)) { + string triggered_features_fn = param; + ReadFile triggered_features(triggered_features_fn); + string in; + while(getline(*triggered_features, in)) { + feature_filter.insert(FD::Convert(in)); + } + } + } + void InitializeGrids(const string& tree, unsigned src_len) { assert(tree.size() > 0); //fids_cat.clear(); @@ -118,21 +129,28 @@ struct SourceSyntaxFeaturesImpl { } fid_ef = FD::Convert(os.str()); } - //if (fid_cat > 0) - // feats->set_value(fid_cat, 1.0); - if (fid_ef > 0) - feats->set_value(fid_ef, 1.0); + if (fid_ef > 0) { + if (feature_filter.size()>0) { + if (feature_filter.find(fid_ef) != feature_filter.end()) { + feats->set_value(fid_ef, 1.0); + } + } else { + feats->set_value(fid_ef, 1.0); + } + } + cerr << FD::Convert(fid_ef) << endl; return lhs; } - Array2D src_tree; // src_tree(i,j) NT = type - // mutable Array2D fids_cat; // this tends to overfit baddly - mutable Array2D > fids_ef; // fires for fully lexicalized + Array2D src_tree; // src_tree(i,j) NT = type + // mutable Array2D fids_cat; // this tends to overfit baddly + mutable Array2D > fids_ef; // fires for fully lexicalized + tr1::unordered_set feature_filter; }; SourceSyntaxFeatures::SourceSyntaxFeatures(const string& param) : FeatureFunction(sizeof(WordID)) { - impl = new SourceSyntaxFeaturesImpl; + impl = new SourceSyntaxFeaturesImpl(param); } SourceSyntaxFeatures::~SourceSyntaxFeatures() { @@ -230,4 +248,3 @@ void SourceSpanSizeFeatures::PrepareForInput(const SentenceMetadata& smeta) { impl->InitializeGrids(smeta.GetSourceLength()); } - diff --git a/decoder/ff_source_syntax.h b/decoder/ff_source_syntax.h index a8c7150a..bdd638c1 100644 --- a/decoder/ff_source_syntax.h +++ b/decoder/ff_source_syntax.h @@ -1,7 +1,8 @@ -#ifndef _FF_SOURCE_TOOLS_H_ -#define _FF_SOURCE_TOOLS_H_ +#ifndef _FF_SOURCE_SYNTAX_H_ +#define _FF_SOURCE_SYNTAX_H_ #include "ff.h" +#include "hg.h" struct SourceSyntaxFeaturesImpl; @@ -11,7 +12,7 @@ class SourceSyntaxFeatures : public FeatureFunction { ~SourceSyntaxFeatures(); protected: virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const HG::Edge& edge, + const Hypergraph::Edge& edge, const std::vector& ant_contexts, SparseVector* features, SparseVector* estimated_features, @@ -28,7 +29,7 @@ class SourceSpanSizeFeatures : public FeatureFunction { ~SourceSpanSizeFeatures(); protected: virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const HG::Edge& edge, + const Hypergraph::Edge& edge, const std::vector& ant_contexts, SparseVector* features, SparseVector* estimated_features, @@ -39,3 +40,4 @@ class SourceSpanSizeFeatures : public FeatureFunction { }; #endif + diff --git a/decoder/ff_source_syntax2.cc b/decoder/ff_source_syntax2.cc index 08ece917..63736342 100644 --- a/decoder/ff_source_syntax2.cc +++ b/decoder/ff_source_syntax2.cc @@ -17,7 +17,7 @@ using namespace std; struct SourceSyntaxFeatures2Impl { SourceSyntaxFeatures2Impl(const string& param) { - if (!(param.compare("") == 0)) { + if (param.compare("") != 0) { string triggered_features_fn = param; ReadFile triggered_features(triggered_features_fn); string in; @@ -29,10 +29,8 @@ struct SourceSyntaxFeatures2Impl { void InitializeGrids(const string& tree, unsigned src_len) { assert(tree.size() > 0); - //fids_cat.clear(); fids_ef.clear(); src_tree.clear(); - //fids_cat.resize(src_len, src_len + 1); fids_ef.resize(src_len, src_len + 1); src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); ParseTreeString(tree, src_len); @@ -40,7 +38,7 @@ struct SourceSyntaxFeatures2Impl { void ParseTreeString(const string& tree, unsigned src_len) { //cerr << "TREE: " << tree << endl; - stack > stk; // first = i, second = category + stack > stk; // first = i, second = category pair cur_cat; cur_cat.first = -1; unsigned i = 0; unsigned p = 0; @@ -100,7 +98,7 @@ struct SourceSyntaxFeatures2Impl { if (k > 0 && fj <= 0) os << '_'; if (fj <= 0) { os << '[' << TD::Convert(ants[ntc++]) << ']'; - } /*else { + }/*else { os << TD::Convert(fj); }*/ } @@ -116,16 +114,22 @@ struct SourceSyntaxFeatures2Impl { fid_ef = FD::Convert(os.str()); //cerr << "FEATURE: " << os.str() << endl; //cerr << "FID_EF: " << fid_ef << endl; - if (feature_filter.find(fid_ef) != feature_filter.end()) { - cerr << "SYN-Feature was trigger more than once on training set." << endl; + if (feature_filter.size() > 0) { + if (feature_filter.find(fid_ef) != feature_filter.end()) { + //cerr << "SYN-Feature was trigger more than once on training set." << endl; + feats->set_value(fid_ef, 1.0); + } + //else cerr << "SYN-Feature was triggered less than once on training set." << endli; + } + else { feats->set_value(fid_ef, 1.0); } - else cerr << "SYN-Feature was triggered less than once on training set." << endl; + cerr << FD::Convert(fid_ef) << endl; return lhs; } - Array2D src_tree; // src_tree(i,j) NT = type - mutable Array2D > fids_ef; // fires for fully lexicalized + Array2D src_tree; // src_tree(i,j) NT = type + mutable Array2D > fids_ef; // fires for fully lexicalized tr1::unordered_set feature_filter; }; @@ -157,3 +161,4 @@ void SourceSyntaxFeatures2::TraversalFeaturesImpl(const SentenceMetadata& smeta, void SourceSyntaxFeatures2::PrepareForInput(const SentenceMetadata& smeta) { impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); } + diff --git a/decoder/ff_source_syntax2.h b/decoder/ff_source_syntax2.h index b6b7dc3d..f606c2bf 100644 --- a/decoder/ff_source_syntax2.h +++ b/decoder/ff_source_syntax2.h @@ -1,5 +1,5 @@ -#ifndef _FF_SOURCE_TOOLS2_H_ -#define _FF_SOURCE_TOOLS2_H_ +#ifndef _FF_SOURCE_SYNTAX2_H_ +#define _FF_SOURCE_SYNTAX2_H_ #include "ff.h" #include "hg.h" @@ -23,3 +23,4 @@ class SourceSyntaxFeatures2 : public FeatureFunction { }; #endif + diff --git a/decoder/ff_source_syntax2_p.cc b/decoder/ff_source_syntax2_p.cc deleted file mode 100644 index dfa791ea..00000000 --- a/decoder/ff_source_syntax2_p.cc +++ /dev/null @@ -1,166 +0,0 @@ -#include "ff_source_syntax2_p.h" - -#include -#include -#include -#include - -#include "sentence_metadata.h" -#include "array2d.h" -#include "filelib.h" - -using namespace std; - -// implements the source side syntax features described in Blunsom et al. (EMNLP 2008) -// source trees must be represented in Penn Treebank format, e.g. -// (S (NP John) (VP (V left))) - -struct PSourceSyntaxFeatures2Impl { - PSourceSyntaxFeatures2Impl(const string& param) { - if (param.compare("") != 0) { - string triggered_features_fn = param; - ReadFile triggered_features(triggered_features_fn); - string in; - while(getline(*triggered_features, in)) { - feature_filter.insert(FD::Convert(in)); - } - } - /*cerr << "find(\"One\") == " << boolalpha << (table.find("One") != table.end()) << endl; - cerr << "find(\"Three\") == " << boolalpha << (table.find("Three") != table.end()) << endl;*/ - } - - void InitializeGrids(const string& tree, unsigned src_len) { - assert(tree.size() > 0); - //fids_cat.clear(); - fids_ef.clear(); - src_tree.clear(); - //fids_cat.resize(src_len, src_len + 1); - fids_ef.resize(src_len, src_len + 1); - src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); - ParseTreeString(tree, src_len); - } - - void ParseTreeString(const string& tree, unsigned src_len) { - //cerr << "TREE: " << tree << endl; - stack > stk; // first = i, second = category - pair cur_cat; cur_cat.first = -1; - unsigned i = 0; - unsigned p = 0; - while(p < tree.size()) { - const char cur = tree[p]; - if (cur == '(') { - stk.push(cur_cat); - ++p; - unsigned k = p + 1; - while (k < tree.size() && tree[k] != ' ') { ++k; } - cur_cat.first = i; - cur_cat.second = TD::Convert(tree.substr(p, k - p)); - // cerr << "NT: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; - p = k + 1; - } else if (cur == ')') { - unsigned k = p; - while (k < tree.size() && tree[k] == ')') { ++k; } - const unsigned num_closes = k - p; - for (unsigned ci = 0; ci < num_closes; ++ci) { - src_tree(cur_cat.first, i) = cur_cat.second; - cur_cat = stk.top(); - stk.pop(); - } - p = k; - while (p < tree.size() && (tree[p] == ' ' || tree[p] == '\t')) { ++p; } - } else if (cur == ' ' || cur == '\t') { - cerr << "Unexpected whitespace in: " << tree << endl; - abort(); - } else { // terminal symbol - unsigned k = p + 1; - do { - while (k < tree.size() && tree[k] != ')' && tree[k] != ' ') { ++k; } - // cerr << "TERM: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; - ++i; - assert(i <= src_len); - while (k < tree.size() && tree[k] == ' ') { ++k; } - p = k; - } while (p < tree.size() && tree[p] != ')'); - } - //cerr << "i=" << i << " src_len=" << src_len << endl; - } - //cerr << "i=" << i << " src_len=" << src_len << endl; - assert(i == src_len); // make sure tree specified in src_tree is - // the same length as the source sentence - } - - WordID FireFeatures(const TRule& rule, const int i, const int j, const WordID* ants, SparseVector* feats) { - //cerr << "fire features: " << rule.AsString() << " for " << i << "," << j << endl; - const WordID lhs = src_tree(i,j); - int& fid_ef = fids_ef(i,j)[&rule]; - ostringstream os; - os << "SYN:" << TD::Convert(lhs); - os << ':'; - unsigned ntc = 0; - for (unsigned k = 0; k < rule.f_.size(); ++k) { - int fj = rule.f_[k]; - if (k > 0 && fj <= 0) os << '_'; - if (fj <= 0) { - os << '[' << TD::Convert(ants[ntc++]) << ']'; - } /*else { - os << TD::Convert(fj); - }*/ - } - os << ':'; - for (unsigned k = 0; k < rule.e_.size(); ++k) { - const int ei = rule.e_[k]; - if (k > 0) os << '_'; - if (ei <= 0) - os << '[' << (1-ei) << ']'; - else - os << TD::Convert(ei); - } - fid_ef = FD::Convert(os.str()); - //cerr << "FEATURE: " << os.str() << endl; - //cerr << "FID_EF: " << fid_ef << endl; - if (feature_filter.size() > 0) { - if (feature_filter.find(fid_ef) != feature_filter.end()) { - //cerr << "SYN-Feature was trigger more than once on training set." << endl; - feats->set_value(fid_ef, 1.0); - } - //else cerr << "SYN-Feature was triggered less than once on training set." << endli; - } - else { - feats->set_value(fid_ef, 1.0); - } - return lhs; - } - - Array2D src_tree; // src_tree(i,j) NT = type - mutable Array2D > fids_ef; // fires for fully lexicalized - tr1::unordered_set feature_filter; - -}; - -PSourceSyntaxFeatures2::PSourceSyntaxFeatures2(const string& param) : - FeatureFunction(sizeof(WordID)) { - impl = new PSourceSyntaxFeatures2Impl(param); -} - -PSourceSyntaxFeatures2::~PSourceSyntaxFeatures2() { - delete impl; - impl = NULL; -} - -void PSourceSyntaxFeatures2::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const { - WordID ants[8]; - for (unsigned i = 0; i < ant_contexts.size(); ++i) - ants[i] = *static_cast(ant_contexts[i]); - - *static_cast(context) = - impl->FireFeatures(*edge.rule_, edge.i_, edge.j_, ants, features); -} - -void PSourceSyntaxFeatures2::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); -} diff --git a/decoder/ff_source_syntax2_p.h b/decoder/ff_source_syntax2_p.h deleted file mode 100644 index d56ecab0..00000000 --- a/decoder/ff_source_syntax2_p.h +++ /dev/null @@ -1,25 +0,0 @@ -#ifndef _FF_SOURCE_TOOLS2_H_ -#define _FF_SOURCE_TOOLS2_H_ - -#include "ff.h" -#include "hg.h" - -struct PSourceSyntaxFeatures2Impl; - -class PSourceSyntaxFeatures2 : public FeatureFunction { - public: - PSourceSyntaxFeatures2(const std::string& param); - ~PSourceSyntaxFeatures2(); - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const; - virtual void PrepareForInput(const SentenceMetadata& smeta); - private: - PSourceSyntaxFeatures2Impl* impl; -}; - -#endif diff --git a/decoder/ff_source_syntax_p.cc b/decoder/ff_source_syntax_p.cc deleted file mode 100644 index cd081544..00000000 --- a/decoder/ff_source_syntax_p.cc +++ /dev/null @@ -1,245 +0,0 @@ -#include "ff_source_syntax_p.h" - -#include -#include -#include - -#include "sentence_metadata.h" -#include "array2d.h" -#include "filelib.h" - -using namespace std; - -// implements the source side syntax features described in Blunsom et al. (EMNLP 2008) -// source trees must be represented in Penn Treebank format, e.g. -// (S (NP John) (VP (V left))) - -// log transform to make long spans cluster together -// but preserve differences -inline int SpanSizeTransform(unsigned span_size) { - if (!span_size) return 0; - return static_cast(log(span_size+1) / log(1.39)) - 1; -} - -struct PSourceSyntaxFeaturesImpl { - PSourceSyntaxFeaturesImpl() {} - - PSourceSyntaxFeaturesImpl(const string& param) { - if (!(param.compare("") == 0)) { - string triggered_features_fn = param; - ReadFile triggered_features(triggered_features_fn); - string in; - while(getline(*triggered_features, in)) { - feature_filter.insert(FD::Convert(in)); - } - } - } - - void InitializeGrids(const string& tree, unsigned src_len) { - assert(tree.size() > 0); - //fids_cat.clear(); - fids_ef.clear(); - src_tree.clear(); - //fids_cat.resize(src_len, src_len + 1); - fids_ef.resize(src_len, src_len + 1); - src_tree.resize(src_len, src_len + 1, TD::Convert("XX")); - ParseTreeString(tree, src_len); - } - - void ParseTreeString(const string& tree, unsigned src_len) { - stack > stk; // first = i, second = category - pair cur_cat; cur_cat.first = -1; - unsigned i = 0; - unsigned p = 0; - while(p < tree.size()) { - const char cur = tree[p]; - if (cur == '(') { - stk.push(cur_cat); - ++p; - unsigned k = p + 1; - while (k < tree.size() && tree[k] != ' ') { ++k; } - cur_cat.first = i; - cur_cat.second = TD::Convert(tree.substr(p, k - p)); - // cerr << "NT: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; - p = k + 1; - } else if (cur == ')') { - unsigned k = p; - while (k < tree.size() && tree[k] == ')') { ++k; } - const unsigned num_closes = k - p; - for (unsigned ci = 0; ci < num_closes; ++ci) { - // cur_cat.second spans from cur_cat.first to i - // cerr << TD::Convert(cur_cat.second) << " from " << cur_cat.first << " to " << i << endl; - // NOTE: unary rule chains end up being labeled with the top-most category - src_tree(cur_cat.first, i) = cur_cat.second; - cur_cat = stk.top(); - stk.pop(); - } - p = k; - while (p < tree.size() && (tree[p] == ' ' || tree[p] == '\t')) { ++p; } - } else if (cur == ' ' || cur == '\t') { - cerr << "Unexpected whitespace in: " << tree << endl; - abort(); - } else { // terminal symbol - unsigned k = p + 1; - do { - while (k < tree.size() && tree[k] != ')' && tree[k] != ' ') { ++k; } - // cerr << "TERM: '" << tree.substr(p, k-p) << "' (i=" << i << ")\n"; - ++i; - assert(i <= src_len); - while (k < tree.size() && tree[k] == ' ') { ++k; } - p = k; - } while (p < tree.size() && tree[p] != ')'); - } - } - // cerr << "i=" << i << " src_len=" << src_len << endl; - assert(i == src_len); // make sure tree specified in src_tree is - // the same length as the source sentence - } - - WordID FireFeatures(const TRule& rule, const int i, const int j, const WordID* ants, SparseVector* feats) { - //cerr << "fire features: " << rule.AsString() << " for " << i << "," << j << endl; - const WordID lhs = src_tree(i,j); - //int& fid_cat = fids_cat(i,j); - int& fid_ef = fids_ef(i,j)[&rule]; - if (fid_ef <= 0) { - ostringstream os; - //ostringstream os2; - os << "SYN:" << TD::Convert(lhs); - //os2 << "SYN:" << TD::Convert(lhs) << '_' << SpanSizeTransform(j - i); - //fid_cat = FD::Convert(os2.str()); - os << ':'; - unsigned ntc = 0; - for (unsigned k = 0; k < rule.f_.size(); ++k) { - if (k > 0) os << '_'; - int fj = rule.f_[k]; - if (fj <= 0) { - os << '[' << TD::Convert(ants[ntc++]) << ']'; - } else { - os << TD::Convert(fj); - } - } - os << ':'; - for (unsigned k = 0; k < rule.e_.size(); ++k) { - const int ei = rule.e_[k]; - if (k > 0) os << '_'; - if (ei <= 0) - os << '[' << (1-ei) << ']'; - else - os << TD::Convert(ei); - } - fid_ef = FD::Convert(os.str()); - } - //if (fid_cat > 0) - // feats->set_value(fid_cat, 1.0); - if (fid_ef > 0 && (feature_filter.find(fid_ef) != feature_filter.end())) - feats->set_value(fid_ef, 1.0); - return lhs; - } - - Array2D src_tree; // src_tree(i,j) NT = type - // mutable Array2D fids_cat; // this tends to overfit baddly - mutable Array2D > fids_ef; // fires for fully lexicalized - tr1::unordered_set feature_filter; -}; - -PSourceSyntaxFeatures::PSourceSyntaxFeatures(const string& param) : - FeatureFunction(sizeof(WordID)) { - impl = new PSourceSyntaxFeaturesImpl(param); -} - -PSourceSyntaxFeatures::~PSourceSyntaxFeatures() { - delete impl; - impl = NULL; -} - -void PSourceSyntaxFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const { - WordID ants[8]; - for (unsigned i = 0; i < ant_contexts.size(); ++i) - ants[i] = *static_cast(ant_contexts[i]); - - *static_cast(context) = - impl->FireFeatures(*edge.rule_, edge.i_, edge.j_, ants, features); -} - -void PSourceSyntaxFeatures::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); -} - -struct PSourceSpanSizeFeaturesImpl { - PSourceSpanSizeFeaturesImpl() {} - - void InitializeGrids(unsigned src_len) { - fids.clear(); - fids.resize(src_len, src_len + 1); - } - - int FireFeatures(const TRule& rule, const int i, const int j, const WordID* ants, SparseVector* feats) { - if (rule.Arity() > 0) { - int& fid = fids(i,j)[&rule]; - if (fid <= 0) { - ostringstream os; - os << "SSS:"; - unsigned ntc = 0; - for (unsigned k = 0; k < rule.f_.size(); ++k) { - if (k > 0) os << '_'; - int fj = rule.f_[k]; - if (fj <= 0) { - os << '[' << TD::Convert(-fj) << ants[ntc++] << ']'; - } else { - os << TD::Convert(fj); - } - } - os << ':'; - for (unsigned k = 0; k < rule.e_.size(); ++k) { - const int ei = rule.e_[k]; - if (k > 0) os << '_'; - if (ei <= 0) - os << '[' << (1-ei) << ']'; - else - os << TD::Convert(ei); - } - fid = FD::Convert(os.str()); - } - if (fid > 0) - feats->set_value(fid, 1.0); - } - return SpanSizeTransform(j - i); - } - - mutable Array2D > fids; -}; - -PSourceSpanSizeFeatures::PSourceSpanSizeFeatures(const string& param) : - FeatureFunction(sizeof(char)) { - impl = new PSourceSpanSizeFeaturesImpl; -} - -PSourceSpanSizeFeatures::~PSourceSpanSizeFeatures() { - delete impl; - impl = NULL; -} - -void PSourceSpanSizeFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const { - int ants[8]; - for (unsigned i = 0; i < ant_contexts.size(); ++i) - ants[i] = *static_cast(ant_contexts[i]); - - *static_cast(context) = - impl->FireFeatures(*edge.rule_, edge.i_, edge.j_, ants, features); -} - -void PSourceSpanSizeFeatures::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSourceLength()); -} - - diff --git a/decoder/ff_source_syntax_p.h b/decoder/ff_source_syntax_p.h deleted file mode 100644 index 2dd9094a..00000000 --- a/decoder/ff_source_syntax_p.h +++ /dev/null @@ -1,42 +0,0 @@ -#ifndef _FF_SOURCE_TOOLS_H_ -#define _FF_SOURCE_TOOLS_H_ - -#include "ff.h" -#include "hg.h" - -struct PSourceSyntaxFeaturesImpl; - -class PSourceSyntaxFeatures : public FeatureFunction { - public: - PSourceSyntaxFeatures(const std::string& param); - ~PSourceSyntaxFeatures(); - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const; - virtual void PrepareForInput(const SentenceMetadata& smeta); - private: - PSourceSyntaxFeaturesImpl* impl; -}; - -struct PSourceSpanSizeFeaturesImpl; -class PSourceSpanSizeFeatures : public FeatureFunction { - public: - PSourceSpanSizeFeatures(const std::string& param); - ~PSourceSpanSizeFeatures(); - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const; - virtual void PrepareForInput(const SentenceMetadata& smeta); - private: - PSourceSpanSizeFeaturesImpl* impl; -}; - -#endif -- cgit v1.2.3 From a7a0773b0e299f71409cf4a13d18ea7db5ab3fc1 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 5 Nov 2013 18:15:18 +0100 Subject: syntax features now read trees from files -- no more escaping! --- decoder/ff_parse_match.cc | 5 ++++- decoder/ff_soft_syntax.cc | 15 +++++++++------ decoder/ff_soft_syntax_mindist.cc | 15 +++++++++------ decoder/ff_source_syntax.cc | 7 +++++-- decoder/ff_source_syntax2.cc | 7 +++++-- utils/filelib.h | 5 ++++- 6 files changed, 36 insertions(+), 18 deletions(-) diff --git a/decoder/ff_parse_match.cc b/decoder/ff_parse_match.cc index 7c79302b..58026975 100644 --- a/decoder/ff_parse_match.cc +++ b/decoder/ff_parse_match.cc @@ -212,6 +212,9 @@ void ParseMatchFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, } void ParseMatchFeatures::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); + ReadFile f = ReadFile(smeta.GetSGMLValue("src_tree")); + string tree; + f.ReadAll(tree); + impl->InitializeGrids(tree, smeta.GetSourceLength()); } diff --git a/decoder/ff_soft_syntax.cc b/decoder/ff_soft_syntax.cc index a3d26135..23fe87bd 100644 --- a/decoder/ff_soft_syntax.cc +++ b/decoder/ff_soft_syntax.cc @@ -107,10 +107,10 @@ struct SoftSyntaxFeaturesImpl { switch(feat_type) { case '2': if (lhs_str.compare(label) == 0) { - os << "SYN:" << label << "_conform"; + os << "SOFT:" << label << "_conform"; } else { - os << "SYN:" << label << "_cross"; + os << "SOFT:" << label << "_cross"; } fid_ef = FD::Convert(os.str()); if (fid_ef > 0) { @@ -119,7 +119,7 @@ struct SoftSyntaxFeaturesImpl { } break; case '_': - os << "SYN:" << label; + os << "SOFT:" << label; fid_ef = FD::Convert(os.str()); if (lhs_str.compare(label) == 0) { if (fid_ef > 0) { @@ -136,7 +136,7 @@ struct SoftSyntaxFeaturesImpl { break; case '+': if (lhs_str.compare(label) == 0) { - os << "SYN:" << label << "_conform"; + os << "SOFT:" << label << "_conform"; fid_ef = FD::Convert(os.str()); if (fid_ef > 0) { //cerr << "Feature: " << os.str() << endl; @@ -147,7 +147,7 @@ struct SoftSyntaxFeaturesImpl { case '-': //cerr << "-" << endl; if (lhs_str.compare(label) != 0) { - os << "SYN:" << label << "_cross"; + os << "SOFT:" << label << "_cross"; fid_ef = FD::Convert(os.str()); if (fid_ef > 0) { //cerr << "Feature :" << os.str() << endl; @@ -194,6 +194,9 @@ void SoftSyntaxFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, } void SoftSyntaxFeatures::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); + ReadFile f = ReadFile(smeta.GetSGMLValue("src_tree")); + string tree; + f.ReadAll(tree); + impl->InitializeGrids(tree, smeta.GetSourceLength()); } diff --git a/decoder/ff_soft_syntax_mindist.cc b/decoder/ff_soft_syntax_mindist.cc index 3f531986..a23f70f8 100644 --- a/decoder/ff_soft_syntax_mindist.cc +++ b/decoder/ff_soft_syntax_mindist.cc @@ -146,10 +146,10 @@ struct SoftSyntaxFeaturesMindistImpl { case '2': if (min_dist_label.compare(label) == 0) { if (min_dist == 0) { - os << "SYN:" << label << "_conform"; + os << "SOFTM:" << label << "_conform"; } else { - os << "SYN:" << label << "_cross"; + os << "SOFTM:" << label << "_cross"; } fid_ef = FD::Convert(os.str()); //cerr << "Feature :" << os.str() << endl; @@ -157,7 +157,7 @@ struct SoftSyntaxFeaturesMindistImpl { } break; case '_': - os << "SYN:" << label; + os << "SOFTM:" << label; fid_ef = FD::Convert(os.str()); if (min_dist_label.compare(label) == 0) { //cerr << "Feature: " << os.str() << endl; @@ -172,7 +172,7 @@ struct SoftSyntaxFeaturesMindistImpl { break; case '+': if (min_dist_label.compare(label) == 0) { - os << "SYN:" << label << "_conform"; + os << "SOFTM:" << label << "_conform"; fid_ef = FD::Convert(os.str()); if (min_dist == 0) { //cerr << "Feature: " << os.str() << endl; @@ -183,7 +183,7 @@ struct SoftSyntaxFeaturesMindistImpl { case '-': //cerr << "-" << endl; if (min_dist_label.compare(label) != 0) { - os << "SYN:" << label << "_cross"; + os << "SOFTM:" << label << "_cross"; fid_ef = FD::Convert(os.str()); if (min_dist > 0) { //cerr << "Feature :" << os.str() << endl; @@ -230,6 +230,9 @@ void SoftSyntaxFeaturesMindist::TraversalFeaturesImpl(const SentenceMetadata& sm } void SoftSyntaxFeaturesMindist::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); + ReadFile f = ReadFile(smeta.GetSGMLValue("src_tree")); + string tree; + f.ReadAll(tree); + impl->InitializeGrids(tree, smeta.GetSourceLength()); } diff --git a/decoder/ff_source_syntax.cc b/decoder/ff_source_syntax.cc index 34e7ab69..4879ca1d 100644 --- a/decoder/ff_source_syntax.cc +++ b/decoder/ff_source_syntax.cc @@ -104,7 +104,7 @@ struct SourceSyntaxFeaturesImpl { if (fid_ef <= 0) { ostringstream os; //ostringstream os2; - os << "SYN:" << TD::Convert(lhs); + os << "SSYN:" << TD::Convert(lhs); //os2 << "SYN:" << TD::Convert(lhs) << '_' << SpanSizeTransform(j - i); //fid_cat = FD::Convert(os2.str()); os << ':'; @@ -173,7 +173,10 @@ void SourceSyntaxFeatures::TraversalFeaturesImpl(const SentenceMetadata& smeta, } void SourceSyntaxFeatures::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); + ReadFile f = ReadFile(smeta.GetSGMLValue("src_tree")); + string tree; + f.ReadAll(tree); + impl->InitializeGrids(tree, smeta.GetSourceLength()); } struct SourceSpanSizeFeaturesImpl { diff --git a/decoder/ff_source_syntax2.cc b/decoder/ff_source_syntax2.cc index 63736342..9d0bc33f 100644 --- a/decoder/ff_source_syntax2.cc +++ b/decoder/ff_source_syntax2.cc @@ -90,7 +90,7 @@ struct SourceSyntaxFeatures2Impl { const WordID lhs = src_tree(i,j); int& fid_ef = fids_ef(i,j)[&rule]; ostringstream os; - os << "SYN:" << TD::Convert(lhs); + os << "SSYN2:" << TD::Convert(lhs); os << ':'; unsigned ntc = 0; for (unsigned k = 0; k < rule.f_.size(); ++k) { @@ -159,6 +159,9 @@ void SourceSyntaxFeatures2::TraversalFeaturesImpl(const SentenceMetadata& smeta, } void SourceSyntaxFeatures2::PrepareForInput(const SentenceMetadata& smeta) { - impl->InitializeGrids(smeta.GetSGMLValue("src_tree"), smeta.GetSourceLength()); + ReadFile f = ReadFile(smeta.GetSGMLValue("src_tree")); + string tree; + f.ReadAll(tree); + impl->InitializeGrids(tree, smeta.GetSourceLength()); } diff --git a/utils/filelib.h b/utils/filelib.h index b9ea3940..4fa69760 100644 --- a/utils/filelib.h +++ b/utils/filelib.h @@ -75,7 +75,10 @@ class ReadFile : public BaseFile { } } } - + void ReadAll(std::string& s) { + getline(*stream(), s, (char) EOF); + if (s.size() > 0) s.resize(s.size()-1); + } }; class WriteFile : public BaseFile { -- cgit v1.2.3 From 2d3948b98bb9e8c7bad60f1acd99ff0b42b3ae30 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 00:58:44 -0500 Subject: guard against direct includes of tr1 --- configure.ac | 3 +- decoder/Makefile.am | 4 - decoder/apply_models.cc | 11 +- decoder/cdec_ff.cc | 11 - decoder/decoder.cc | 10 +- decoder/dwarf.cc | 3209 ----------------------------------- decoder/dwarf.h | 286 ---- decoder/earley_composer.cc | 11 +- decoder/factored_lexicon_helper.cc | 1 + decoder/factored_lexicon_helper.h | 3 +- decoder/ff_dwarf.cc | 894 ---------- decoder/ff_dwarf.h | 100 -- decoder/ff_lm.cc | 101 -- decoder/ff_lm.h | 22 - decoder/ff_source_syntax.cc | 6 + decoder/ff_source_syntax2.cc | 4 +- decoder/ff_source_syntax2_p.cc | 10 +- decoder/ff_source_syntax_p.cc | 9 +- decoder/ff_wordalign.cc | 9 +- decoder/ff_wordalign.h | 13 +- decoder/ff_wordset.cc | 52 +- decoder/ff_wordset.h | 73 +- decoder/grammar.cc | 11 +- decoder/hg_intersect.cc | 8 +- decoder/kbest.h | 11 +- decoder/maxtrans_blunsom.cc | 11 +- decoder/phrasebased_translator.cc | 11 +- decoder/scfg_translator.cc | 10 +- decoder/sentence_metadata.h | 4 +- extractor/Makefile.am | 27 +- klm/lm/builder/Makefile.am | 6 +- mteval/mbr_kbest.cc | 8 +- mteval/ns_ter.cc | 8 +- mteval/scorer.cc | 23 +- mteval/ter.cc | 8 +- python/cdec/sa/strmap.cc | 11 +- training/crf/mpi_online_optimize.cc | 8 +- training/mira/kbest_cut_mira.cc | 65 +- training/mira/kbest_mira.cc | 18 +- training/mira/mira.py | 98 +- training/pro/mr_pro_map.cc | 1 - training/utils/candidate_set.cc | 11 +- training/utils/online_optimizer.h | 8 +- training/utils/optimize_test.cc | 6 +- utils/hash.h | 12 +- word-aligner/fast_align.cc | 8 +- word-aligner/ttables.cc | 1 - word-aligner/ttables.h | 11 +- 48 files changed, 369 insertions(+), 4877 deletions(-) delete mode 100644 decoder/dwarf.cc delete mode 100644 decoder/dwarf.h delete mode 100644 decoder/ff_dwarf.cc delete mode 100644 decoder/ff_dwarf.h diff --git a/configure.ac b/configure.ac index 37d8cced..c3b749e3 100644 --- a/configure.ac +++ b/configure.ac @@ -1,4 +1,4 @@ -AC_INIT([cdec],[2013-03-08]) +AC_INIT([cdec],[2013-11-10]) AC_CONFIG_SRCDIR([decoder/cdec.cc]) AM_INIT_AUTOMAKE AC_CONFIG_HEADERS(config.h) @@ -7,7 +7,6 @@ AC_PROG_LEX case $LEX in :) AC_MSG_ERROR([No lex (Flex, lex, etc.) program found]);; esac -# CPPFLAGS="$CPPFLAGS -std=c++0x" AC_PROG_CC AC_PROG_CXX AX_CXX_COMPILE_STDCXX_11 diff --git a/decoder/Makefile.am b/decoder/Makefile.am index 914faaea..39a13ad8 100644 --- a/decoder/Makefile.am +++ b/decoder/Makefile.am @@ -41,7 +41,6 @@ libcdec_a_SOURCES = \ cfg_options.h \ csplit.h \ decoder.h \ - dwarf.h \ earley_composer.h \ exp_semiring.h \ factored_lexicon_helper.h \ @@ -51,7 +50,6 @@ libcdec_a_SOURCES = \ ff_charset.h \ ff_context.h \ ff_csplit.h \ - ff_dwarf.h \ ff_external.h \ ff_factory.h \ ff_klm.h \ @@ -103,8 +101,6 @@ libcdec_a_SOURCES = \ maxtrans_blunsom.cc \ cdec_ff.cc \ cfg.cc \ - dwarf.cc \ - ff_dwarf.cc \ ff_external.cc \ rule_lexer.cc \ fst_translator.cc \ diff --git a/decoder/apply_models.cc b/decoder/apply_models.cc index 330de9e2..2e093d6a 100644 --- a/decoder/apply_models.cc +++ b/decoder/apply_models.cc @@ -8,8 +8,14 @@ #include #include -#include -#include +#ifdef HAVE_CXX11 +# include +# include +#else +# include +# include +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_set; } +#endif #include @@ -23,7 +29,6 @@ #define FAST_CP_2 3 using namespace std; -using namespace std::tr1; struct Candidate; typedef SmallVectorInt JVector; diff --git a/decoder/cdec_ff.cc b/decoder/cdec_ff.cc index e7b31f50..09597e87 100644 --- a/decoder/cdec_ff.cc +++ b/decoder/cdec_ff.cc @@ -29,12 +29,8 @@ #include "ff_register.h" #include "ff_charset.h" #include "ff_wordset.h" -#include "ff_dwarf.h" #include "ff_external.h" -#ifdef HAVE_GLC -#include -#endif void register_feature_functions() { static bool registered = false; @@ -51,9 +47,6 @@ void register_feature_functions() { RegisterFF(); //TODO: use for all features the new Register which requires static FF::usage(false,false) give name -#ifdef HAVE_RANDLM - ff_registry.Register("RandLM", new FFFactory); -#endif ff_registry.Register("SpanFeatures", new FFFactory()); ff_registry.Register("NgramFeatures", new FFFactory()); ff_registry.Register("RuleContextFeatures", new FFFactory()); @@ -98,10 +91,6 @@ void register_feature_functions() { ff_registry.Register("WordPairFeatures", new FFFactory); ff_registry.Register("SourcePathFeatures", new FFFactory); ff_registry.Register("WordSet", new FFFactory); - ff_registry.Register("Dwarf", new FFFactory); ff_registry.Register("External", new FFFactory); -#ifdef HAVE_GLC - ff_registry.Register("ContextCRF", new FFFactory); -#endif } diff --git a/decoder/decoder.cc b/decoder/decoder.cc index 31e6dc46..2c0e07b7 100644 --- a/decoder/decoder.cc +++ b/decoder/decoder.cc @@ -1,6 +1,11 @@ #include "decoder.h" -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include #include #include @@ -61,7 +66,6 @@ static const double kMINUS_EPSILON = -1e-6; // don't be too strict using namespace std; -using namespace std::tr1; namespace po = boost::program_options; static bool verbose_feature_functions=true; @@ -90,7 +94,7 @@ struct ELengthWeightFunction { } }; inline void ShowBanner() { - cerr << "cdec v1.0 (c) 2009-2011 by Chris Dyer\n"; + cerr << "cdec (c) 2009--2013 by Chris Dyer\n"; } inline string str(char const* name,po::variables_map const& conf) { diff --git a/decoder/dwarf.cc b/decoder/dwarf.cc deleted file mode 100644 index fb0404a6..00000000 --- a/decoder/dwarf.cc +++ /dev/null @@ -1,3209 +0,0 @@ -#include "dwarf.h" -#include "tdict.h" -#include "wordid.h" -#include "lattice.h" -#include "ff_dwarf.h" -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include -#include - -using namespace std; -using namespace std::tr1; -using namespace boost::tuples; -using namespace boost; - -Alignment::Alignment() { - //unordered_map,int> XX; - _I=0; - _J=0; - kSOS = TD::Convert(""); - kEOS = TD::Convert(""); - kUNK = TD::Convert("**UNKNOWN**"); - SourceFWAntsIdxs = new int*[MAX_ARITY]; - SourceFWAntsAbsIdxs = new int*[MAX_ARITY]; - TargetFWAntsIdxs = new int*[MAX_ARITY]; - SourceAntsIdxs = new int*[MAX_ARITY]; - TargetAntsIdxs = new int*[MAX_ARITY]; - AntsAl = new int*[MAX_ARITY]; - for (int idx=0; idx=0); - if (start==-1) start = _tSpan[j][0]; - if (_tSpan[j][0]==MINIMUM_INIT) return -1; - for (int idx=start; idx<=_tSpan[j][1]; idx++) { - if (_matrix[j][idx]) return idx; - } - return -1; -} - -int Alignment::sourceOf(int i, int start) { - assert(i>=0); - if (start==-1) start = _sSpan[i][0]; - if (_sSpan[i][0]==MINIMUM_INIT) return -1; - for (int idx=start; idx<=_sSpan[i][1]; idx++) { - if (_matrix[idx][i]) return idx; - } - return -1; -} - -void Alignment::clearAls(int prevJ, int prevI) { - for (int j=0; j<=prevJ; j++) { - for (int i=0; i neither, 1 -> leftFirst, 2 -> rightFirst, 3 -> dontCare - if (DEBUG) cerr << "DominanceSource(" << fw1 << "," << fw2 << ")" << endl; - //cerr << TD::Convert(_f[fw1]) << "," << TD::Convert(_f[fw2]) << endl; - //cerr << AsString() << endl; - int dom = 0; - curr_al.push_back(fw1); curr_al.push_back(fw2); - if (doms_hash.find(curr_al)==doms_hash.end()) { - int* block = blockSource(fw1,fw2); - //cerr << "block = " << block[0] << "," << block[1] << "," << block[2] << "," << block[3] << endl; - if (block[0]==fw1) { - int tfw10 = _tSpan[fw1][0]; - int tfw11 = _tSpan[fw1][1]; - //cerr << "tfw = " << tfw10 << "," << tfw11 << endl; - if (tfw11<0) { - dom+=1; - } else { - if ((block[2]==tfw10 || block[3]==tfw11)) dom+=1; - } - } - if (block[1]==fw2) { - int tfw20 = _tSpan[fw2][0]; - int tfw21 = _tSpan[fw2][1]; - //cerr << "tfw = " << tfw20 << "," << tfw21 << endl; - if (tfw21<0) { - dom+=2; - } else { - if ((block[2]==tfw20 || block[3]==tfw21)) dom+=2; - } - } - delete block; - doms_hash.insert(pair,int>(curr_al,dom)); - } else { - dom = doms_hash[curr_al]; - } - if (DEBUG) cerr << " dom = " << dom << endl; - curr_al.pop_back(); curr_al.pop_back(); - return dom; -} - -vector Alignment::DominanceSource4Sampler(int fw1, int fw2) { - if (DEBUG) cerr << "DominanceSource4Sampler(" << fw1 << "," << fw2 << ")" << endl; - int dom = 0; - int* block = blockSource(fw1,fw2); - //cerr << "block = " << block[0] << "," << block[1] << "," << block[2] << "," << block[3] << endl; - if (block[0]==fw1) { - int tfw10 = _tSpan[fw1][0]; - int tfw11 = _tSpan[fw1][1]; - //cerr << "tfw = " << tfw10 << "," << tfw11 << endl; - if (tfw11<0) { - dom+=1; - } else { - if ((block[2]==tfw10 || block[3]==tfw11)) dom+=1; - } - } - if (block[1]==fw2) { - int tfw20 = _tSpan[fw2][0]; - int tfw21 = _tSpan[fw2][1]; - //cerr << "tfw = " << tfw20 << "," << tfw21 << endl; - if (tfw21<0) { - dom+=2; - } else { - if ((block[2]==tfw20 || block[3]==tfw21)) dom+=2; - } - } - if (DEBUG) cerr << "doms = " << dom << endl; - vector ret; - ret.push_back(dom); ret.push_back(block[0]); ret.push_back(block[1]); - ret.push_back(block[2]); ret.push_back(block[3]); - delete block; - return ret; -} - -int Alignment::DominanceTarget(int fw1, int fw2) { - int dom = 0; - curr_al.push_back(fw1); curr_al.push_back(fw2); - if (domt_hash.find(curr_al)==domt_hash.end()) { - int* block = blockTarget(fw1,fw2); - if (block[2]==fw1) { - int sfw10 = _sSpan[fw1][0]; - int sfw11 = _sSpan[fw1][1]; - if (sfw11<0) { - dom+=1; - } else { - if (block[0]==sfw10 || block[1]==sfw11) dom+=1; - } - } - if (block[3]==fw2) { - int sfw20 = _sSpan[fw2][0]; - int sfw21 = _sSpan[fw2][0]; - if (sfw21<0) { - dom+=2; - } else { - if (block[0]==sfw20 || block[1]==sfw21) dom+=2; - } - } - delete block; - domt_hash.insert(pair,int>(curr_al,dom)); - } else { - dom = domt_hash[curr_al]; - } - curr_al.pop_back(); curr_al.pop_back(); - return dom; -} - -vector Alignment::DominanceTarget4Sampler(int fw1, int fw2) { - int dom = 0; - int* block = blockTarget(fw1,fw2); - if (block[2]==fw1) { - int sfw10 = _sSpan[fw1][0]; - int sfw11 = _sSpan[fw1][1]; - if (sfw11<0) { - dom+=1; - } else { - if (block[0]==sfw10 || block[1]==sfw11) dom+=1; - } - } - if (block[3]==fw2) { - int sfw20 = _sSpan[fw2][0]; - int sfw21 = _sSpan[fw2][0]; - if (sfw21<0) { - dom+=2; - } else { - if (block[0]==sfw20 || block[1]==sfw21) dom+=2; - } - } - vector ret; - ret.push_back(dom); ret.push_back(block[0]); ret.push_back(block[1]); - ret.push_back(block[2]); ret.push_back(block[3]); - delete block; - return ret; -} - -void Alignment::OrientationSource(int fw, int* oril, int* orir, bool Lcompute, bool Rcompute) { - OrientationSource(fw,fw,oril,orir,Lcompute,Rcompute); -} - -vector Alignment::OrientationSourceLeft4Sampler(int fw) { - return OrientationSourceLeft4Sampler(fw,fw); -} - -vector Alignment::OrientationSourceLeft4Sampler(int fw0, int fw1) { - if (DEBUG) cerr << "OrientationSourceLeft4Sampler(" << fw0 << "," << fw1 << ")" << endl; - int oril = 0; - int N0=fw0-1; - while (N0>=0) { - if (minTSpan(N0)!=MINIMUM_INIT) break; - N0--; - } - int N1=fw1+1; - while (N1<_J) { - if (minTSpan(N1)!=MINIMUM_INIT) break; - N1++; - } - if (minTSpan(fw0)==MINIMUM_INIT && minTSpan(fw1)==MINIMUM_INIT) { - fw0 = N1; fw1 = N0; - } - if (DEBUG) cerr << "fw0=" << fw0 << ", fw1=" << fw1 << ", N0=" << N0 << ", N1=" << N1 << endl; - if (maxTSpan(N0)=0) { - if (minTSpan(N0)!=MINIMUM_INIT) break; - N0--; - } - int N1=fw1+1; - while (N1<_J) { - if (minTSpan(N1)!=MINIMUM_INIT) break; - N1++; - } - if (minTSpan(fw0)==MINIMUM_INIT && minTSpan(fw1)==MINIMUM_INIT) { - fw0 = N1; fw1 = N0; - } - if (DEBUG) cerr << "fw0=" << fw0 << ", fw1=" << fw1 << ", N0=" << N0 << ", N1=" << N1 << endl; - if (maxTSpan(N1)=0) { - if (minTSpan(N0)!=MINIMUM_INIT) break; - N0--; - } - int N1=fw1+1; - while (N1<_J) { - if (minTSpan(N1)!=MINIMUM_INIT) break; - N1++; - } - if (minTSpan(fw0)==MINIMUM_INIT && minTSpan(fw1)==MINIMUM_INIT) { - fw0 = N1; fw1 = N0; - //cerr << "minTSpan(fw)==MINIMUM_INIT, thus fw0=" << fw0 << ", fw1=" << fw1 << endl; - } - if (DEBUG) cerr << "fw0=" << fw0 << ", fw1=" << fw1 << ", N0=" << N0 << ", N1=" << N1 << endl; - if (maxTSpan(N0) Alignment::OrientationTargetLeft4Sampler(int fw) { - return OrientationTargetLeft4Sampler(fw,fw); -} - -vector Alignment::OrientationTargetLeft4Sampler(int fw0, int fw1) { - if (DEBUG) cerr << "OrientationTargetLeft4Sampler " << fw0 << "," << fw1 << endl; - int oril=0; - int N0=fw0-1; - while (N0>=0) { - if (minSSpan(N0)!=MINIMUM_INIT) break; - N0--; - } - int N1=fw1+1; - while (N1<_I) { - if (minSSpan(N1)!=MINIMUM_INIT) break; - N1++; - } - if (minSSpan(fw0)==MINIMUM_INIT && minSSpan(fw1)==MINIMUM_INIT) { - fw0=N1; fw1=N0; - } - if (maxSSpan(N0)=0) { - if (minSSpan(N0)!=MINIMUM_INIT) break; - N0--; - } - int N1=fw1+1; - while (N1<_I) { - if (minSSpan(N1)!=MINIMUM_INIT) break; - N1++; - } - if (minSSpan(fw0)==MINIMUM_INIT && minSSpan(fw1)==MINIMUM_INIT) { - fw0=N1; fw1=N0; - } - if (maxSSpan(N1)=0) { - if (minSSpan(N0)!=MINIMUM_INIT) break; - N0--; - } - int N1=fw1+1; - while (N1<_I) { - if (minSSpan(N1)!=MINIMUM_INIT) break; - N1++; - } - if (minSSpan(fw0)==MINIMUM_INIT && minSSpan(fw1)==MINIMUM_INIT) { - fw0=N1; fw1=N0; - } - if (DEBUG) { - cerr << "fw0:" << fw0 << ", fw1:" << fw1 << ", N0:" << N0 << ", N1:" << N1 << endl ; - cerr << "minSSpan(N0)=" << minSSpan(N0) << " maxSSpan(N0)=" << maxSSpan(N0); - cerr << " minSSpan(fw0)="<< minSSpan(fw0) << " maxSSpan(fw0)=" << maxSSpan(fw0) << endl; - cerr << "minSSpan(fw1)=" << minSSpan(fw1) << " maxSSpan(fw1)=" << maxSSpan(fw1); - cerr << " minSSpan(N1)="<< minSSpan(N1) << " maxSSpan(N1)=" << maxSSpan(N1) << endl; - } - if (maxSSpan(N0)=0; j--) - if (_tSpan[j][0]!=MINIMUM_INIT) return j; - return -1; -} - -int Alignment::firstTargetAligned(int start) { - for (int i=start; i<_I; i++) - if (_sSpan[i][0]!=MINIMUM_INIT) return i; - return -1; -} - -int Alignment::lastTargetAligned(int end) { - for (int i=end; i>=0; i--) - if (_sSpan[i][0]!=MINIMUM_INIT) return i; - return -1; -} - -void Alignment::BorderingSFWsOnly() { -// removes the record of all function word alignments, except those at the borders -// the number of alignments kept may be more than two -// i.e. where the leftmost / the rightmost alignments are unaligned. -// In such cases, this function continues keeping function word alignments until the -// first (or last) alignment words. - if (SourceFWIdxs[0]>2) { - int firstCut = 1; - for (int j=2; j<=SourceFWIdxs[0]; j++) { - if (SourceFWIdxs[3*j-2]>fas) break; - firstCut=j; - } - int lastCut = SourceFWIdxs[0]; - for (int j=SourceFWIdxs[0]-1; j>=0; j--) { - if (SourceFWIdxs[3*j-2]=lastCut) return; - int delta = 0; - for (int j=lastCut; j<=SourceFWIdxs[0]; j++) { - delta++; - SourceFWIdxs[3*(firstCut+delta)-2]=SourceFWIdxs[3*j-2]; - SourceFWIdxs[3*(firstCut+delta)-1]=SourceFWIdxs[3*j-1]; - SourceFWIdxs[3*(firstCut+delta)] =SourceFWIdxs[3*j]; - } - SourceFWIdxs[0]=firstCut+delta; - } -} - -void Alignment::BorderingTFWsOnly() { -// similar to BorderingSFWsOnly() except this looks at the source side. - if (TargetFWIdxs[0]>2) { - int firstCut = 1; - for (int j=2; j<=TargetFWIdxs[0]; j++) { - if (TargetFWIdxs[3*j-2]>fat) break; - firstCut=j; - } - int lastCut = TargetFWIdxs[0]; - for (int j=TargetFWIdxs[0]-1; j>=0; j--) { - if (TargetFWIdxs[3*j-2]=lastCut) return; - int delta = 0; - for (int j=lastCut; j<=TargetFWIdxs[0]; j++) { - delta++; - TargetFWIdxs[3*(firstCut+delta)-2]=TargetFWIdxs[3*j-2]; - TargetFWIdxs[3*(firstCut+delta)-1]=TargetFWIdxs[3*j-1]; - TargetFWIdxs[3*(firstCut+delta)] =TargetFWIdxs[3*j]; - } - TargetFWIdxs[0]=firstCut+delta; - } -} - -void Alignment::FillFWIdxsState(int* state, int fas, int las, int fat, int lat) { - if (DEBUG) cerr << "FillFWIdxsState ("<< fas <<","<< las<<"," << fat <<"," << lat << ")" << endl; - if (fas==las) las+=1; - if (fat==lat) lat+=1; - for (int idx=0; idx<12; idx++) state[idx]=-1; - if (SourceFWIdxs[0]<=2) { - if (SourceFWIdxs[0]>=1) {state[0]=SourceFWIdxs[1]; state[1]=SourceFWIdxs[2]; state[2]=SourceFWIdxs[3];} - if (SourceFWIdxs[0]==2) {state[3]=SourceFWIdxs[4]; state[4]=SourceFWIdxs[5]; state[5]=SourceFWIdxs[6];} - } else { - if (SourceFWIdxs[1]>fas) { - state[0]=SourceFWIdxs[1]; state[1]=SourceFWIdxs[2]; state[2]=SourceFWIdxs[3]; - } else { - ostringstream issf; ostringstream isse; - for (int idx=1; idx<=SourceFWIdxs[0]; idx++) { - if (SourceFWIdxs[3*idx-2]>las) break; - if (idx>1) { issf << " "; isse << " ";}; - issf << TD::Convert(SourceFWIdxs[3*idx-1]); - isse << TD::Convert(SourceFWIdxs[3*idx]); - state[0]=SourceFWIdxs[3*idx-2]; - if (state[0]>=fas) break; - } - if (state[0]>=0) { - state[1]=TD::Convert(issf.str())*-1; state[2]=TD::Convert(isse.str()); //multiplying source with -1 as marker - } - } - if (SourceFWIdxs[SourceFWIdxs[0]*3-2]==las) { - state[3]=SourceFWIdxs[SourceFWIdxs[0]*3-2]; - state[4]=SourceFWIdxs[SourceFWIdxs[0]*3-1]; - state[5]=SourceFWIdxs[SourceFWIdxs[0]*3]; - } else { - int lastCut = SourceFWIdxs[0]; - for (int j=lastCut-1; j>=state[0]+1; j--) { - if (SourceFWIdxs[3*j-2]==state[0]) break; - if (SourceFWIdxs[3*j-2]lastCut) { issf << " "; isse << " ";}; - issf << TD::Convert(SourceFWIdxs[3*idx-1]); - isse << TD::Convert(SourceFWIdxs[3*idx]); - } - if (state[3]>=0) { - //multiplying source with -1 as compound marker - state[4]=TD::Convert(issf.str())*-1; state[5]=TD::Convert(isse.str()); - } - } - } - if (TargetFWIdxs[0]<=2) { - if (TargetFWIdxs[0]>=1) {state[6]=TargetFWIdxs[1]; state[7]=TargetFWIdxs[2]; state[8]=TargetFWIdxs[3];} - if (TargetFWIdxs[0]==2) {state[9]=TargetFWIdxs[4]; state[10]=TargetFWIdxs[5]; state[11]=TargetFWIdxs[6];} - } else { - if (TargetFWIdxs[1]>fat) { //shouldn't come here if SetTargetBorderingFW is invoked - state[6]=TargetFWIdxs[1]; state[7]=TargetFWIdxs[2]; state[8]=TargetFWIdxs[3]; - } else { - ostringstream issf; ostringstream isse; - for (int idx=1; idx<=TargetFWIdxs[0]; idx++) { - if (TargetFWIdxs[3*idx-2]>fat) break; - if (idx>1) { issf << " "; isse << " ";}; - issf << TD::Convert(TargetFWIdxs[3*idx-1]); - isse << TD::Convert(TargetFWIdxs[3*idx]); - state[6]=TargetFWIdxs[3*idx-2]; - } - state[7]=TD::Convert(issf.str()); state[8]=TD::Convert(isse.str())*-1; - //multiplying target with -1 as compound marker - } - if (TargetFWIdxs[TargetFWIdxs[0]*3-2]==lat) { - state[9]=TargetFWIdxs[TargetFWIdxs[0]*3-2]; - state[10]=TargetFWIdxs[TargetFWIdxs[0]*3-1]; - state[11]=TargetFWIdxs[TargetFWIdxs[0]*3]; - } else { - int lastCut = TargetFWIdxs[0]; - for (int j=lastCut-1; j>=1; j--) { - if (TargetFWIdxs[3*j-2]<=state[9]) break; - if (TargetFWIdxs[3*j-2]lastCut) issf << " "; isse << " ";; - issf << TD::Convert(TargetFWIdxs[3*idx-1]); - isse << TD::Convert(TargetFWIdxs[3*idx]); - } - state[10]=TD::Convert(issf.str()); state[11]=TD::Convert(isse.str())*-1; - } - } -} - -void Alignment::simplifyBackward(vector*blocks, int* block, const vector& danglings) { -// given a *block*, see whether its target span contains any index inside *danglings*. -// if yes, break it; otherwise, keep it. put the result(s) to *blocks* - if (DEBUG) cerr << "simplifyBackward[" << block[0] << "," << block[1] << "," << block[2] << "," << block[3] << "]" << endl; - if (DEBUG) for (int i=0; idanglings[i_dangling]) { - if (i_dangling+1 >= danglings.size()) break; - i_dangling++; - } - while (danglings[i_dangling]==currIdx) { - i_dangling++; - currIdx++; - } - /*if (i_dangling>=danglings.size() && currIdx) { - blocks->push_back(block); - if (DEBUG) cerr << "pushing(1) " << block[0] << "," << block[1] << "," << block[2] << "," << block[3] << endl; - return; - } - if (block[3]push_back(block); - if (DEBUG) cerr << "pushing(2) " << block[0] << "," << block[1] << "," << block[2] << "," << block[3] << endl; - return; - }*/ - if (DEBUG) cerr << "i_dangling = " << i_dangling << endl; - int anchorIdx = danglings[i_dangling]; - if (i_dangling+1>=danglings.size() || anchorIdx>block[3]+1) anchorIdx=block[3]+1; - if (DEBUG) cerr << "anchorIdx = " << anchorIdx << ", currIdx = " << currIdx << endl; - do { - while(currIdx treat this as one alignment each - // record all function word alignments first, important because it may be unaligned - // return true if it's truly simple (no function word alignment involves); false, otherwise - if (DEBUG) cerr << "begin simplify" << endl; - reset(0,0); reset(_J-1,_I-1); // remove the phrase boundary alignments, NEED TO CHECK AGAIN !!! - if (SourceFWIdxs[0]+TargetFWIdxs[0]==0) { // return singleton - if (DEBUG) cerr << "no function words" << endl; - for (int idx=0; idx<12; idx++) ret[idx]=-1; - ret[12]=1; ret[13]=0; ret[14]=0; // 0-0 - FillFWIdxsState(ret,0,0,0,0); - return; - } - curr_al.insert(curr_al.begin(),curr_al.size()); - curr_al.push_back(SourceFWIdxs[0]); - for (int i=1; i<=SourceFWIdxs[0]; i++) curr_al.push_back(SourceFWIdxs[3*i-2]); - curr_al.push_back(TargetFWIdxs[0]); - for (int i=1; i<=TargetFWIdxs[0]; i++) curr_al.push_back(TargetFWIdxs[3*i-2]); - vector el; - if (simplify_hash.find(curr_al)==simplify_hash.end()) { - if (DEBUG) { - cerr << "SourceFWIdxs:" << SourceFWIdxs[0] << endl; - for (int i=1; i<=SourceFWIdxs[0]; i++) - cerr << SourceFWIdxs[3*i-2] << "," << SourceFWIdxs[3*i-1] << "," << SourceFWIdxs[3*i] << endl; - cerr << "TargetFWIdxs:" << TargetFWIdxs[0] << endl; - for (int i=1; i<=TargetFWIdxs[0]; i++) { - cerr << TargetFWIdxs[3*i-2] << "," << TargetFWIdxs[3*i-1] << "," << TargetFWIdxs[3*i] << endl; - } - } - - vector< int* > blocks; // each element contains s1,s2,t1,t2 - int currIdx = 1; // start from 1 to avoid considering phrase start - std::set FWIdxs; - std::vector DanglingTargetFWIdxs; - for (int i=1; i<= SourceFWIdxs[0]; i++) FWIdxs.insert(SourceFWIdxs[3*i-2]); - for (int i=1; i<= TargetFWIdxs[0]; i++) { - int source = sourceOf(TargetFWIdxs[3*i-2]); - if (source>=0) { - do { - FWIdxs.insert(source); - source = sourceOf(TargetFWIdxs[3*i-2],source+1); - } while(source >=0); - } else { - int *block = new int[4]; - block[0]=-1; block[1]=-1; block[2]=TargetFWIdxs[3*i-2]; block[3]=TargetFWIdxs[3*i-2]; - blocks.push_back(block); - if (DEBUG) cerr << "pushing[1] " << block[0] << "," << block[1] << "," << block[2] << "," << block[3] << endl; - DanglingTargetFWIdxs.push_back(TargetFWIdxs[3*i-2]); - } - } - if (DEBUG) - for (std::set::const_iterator iter=FWIdxs.begin(); iter!=FWIdxs.end(); iter++) { - cerr << "FWIdxs=" << *iter << endl; - } - std::set::const_iterator currFWIdx = FWIdxs.begin(); - if (currFWIdx == FWIdxs.end()) { - int* block = new int[4]; - block[0]=1; block[1]=_J-2; block[2]=1; block[3]=_I-2; // no need to consider phrase boundaries - simplifyBackward(&blocks,block,DanglingTargetFWIdxs); - } else { - int anchorIdx = *currFWIdx; // also used to denote _J+1 - do { - // add alignments whose source from currIdx to currFWIdx-1 - while (currIdx=0) target = targetOf(anchorIdx,target+1); - } while (target>=0); - // advance indexes - currIdx = anchorIdx+1; - anchorIdx = getJ()-1; // was minus 2 - if (++currFWIdx!=FWIdxs.end()) anchorIdx = *currFWIdx; - } while (currIdx<=getJ()-2); - } - - - vector source_block_mapper(getJ(),-1); - vector target_block_mapper(getI(),-1); - for (int i = 0; i=0) source_block_mapper[blocks[i][0]]=1; - if (blocks[i][2]>=0) target_block_mapper[blocks[i][2]]=1; - } - int curr = 1; - int prev = -1; - for (int idx=0; idx0) { - source_block_mapper[idx]=curr++; - prev = curr; - } else { - source_block_mapper[idx]=prev; - } - } - curr = 1; - for (int idx=0; idx0) { - target_block_mapper[idx]=curr++; - prev = curr; - } else { - target_block_mapper[idx]=prev; - } - } - - //assert(blocks.size()<=50); - if (DEBUG) cerr << "resulting alignment:" << endl; - for (int i = 0; i, vector > (curr_al,el)); - if (DEBUG) cerr << "inserted" << endl; - } else { - el = simplify_hash[curr_al]; - } - if (DEBUG) { - cerr << "pull key:el = "; - for (int ii=0; ii1) quickSort(num,1,num[0]); -} - -void Alignment::quickSort(int arr[], int left, int right) { - int i = left, j = right; - int tmp1,tmp2,tmp3; - int mid = (left + right) / 2; - int pivot = arr[3*mid-2]; - - /* partition */ - while (i <= j) { - while (arr[3*i-2] < pivot) i++; - while (arr[3*j-2] > pivot) j--; - if (i <= j) { - tmp1 = arr[3*i-2]; tmp2 = arr[3*i-1]; tmp3 = arr[3*i]; - arr[3*i-2] = arr[3*j-2]; arr[3*i-1] = arr[3*j-1]; arr[3*i] = arr[3*j]; - arr[3*j-2] = tmp1; arr[3*j-1] = tmp2; arr[3*j] = tmp3; - i++; - j--; - } - }; - - /* recursion */ - if (left < j) quickSort(arr, left, j); - if (i < right) quickSort(arr, i, right); -} - -double Alignment::ScoreOrientation(const CountTable& table, int offset, int ori, WordID cond1, WordID cond2) { - string source = TD::Convert(cond1); - string sourceidx; - if (table.mode == 1) { - sourceidx = source; - int slashidx = sourceidx.find_last_of("/"); - source = sourceidx.substr(0,slashidx); - string idx = sourceidx.substr(slashidx+1); - if (DEBUG) cerr << " sourceidx = " << sourceidx << ", idx = " << idx << endl; - if (idx == "X") { - if (DEBUG) cerr << " idx == X, returning 0" << endl; - return 0; - } - } - string target = TD::Convert(cond2); - if (DEBUG) cerr << "sourceidx='" << sourceidx << "', source='" << source << "', target='" << target << "'" << endl; - double count = table.ultimate[offset+ori-1]; - double total = table.ultimate[offset+5]; - double alpha = 0.1; - double prob = count/total; - if (DEBUG) cerr << "level0 " << count << "/" << total << "=" << prob << endl; - - WordID key_id = (table.mode!=1) ? cond1 : TD::Convert(source); - map::const_iterator it = table.model.find(key_id); - bool stop = (it==table.model.end()); - if (!stop) { - stop=true; - if (it->second[offset+5]>=0) { - count = it->second[offset+ori-1] + alpha * prob; - total = it->second[offset+5] + alpha; - prob = count/total; - stop = false; - if (DEBUG) cerr << "level1 " << count << "/" << total << "=" << prob << endl; - } - } - if (stop) return prob; - - string key = source + " " + target; - it = table.model.find(TD::Convert(key)); - stop = (it==table.model.end()); - if (!stop) { - stop = true; - if (it->second[offset+5]>=0) { - count = it->second[offset+ori-1] + alpha * prob; - total = it->second[offset+5] + alpha; - prob = count/total; - stop = false; - if (DEBUG) cerr << "level2 " << count << "/" << total << "=" << prob << endl; - } - } - - if (stop || table.mode!=1) return prob; - - key = sourceidx + " " + target; - it = table.model.find(TD::Convert(key)); - if (it!=table.model.end()) { - if (it->second[offset+5]>=0) { - count = it->second[offset+ori-1] + alpha * prob; - total = it->second[offset+5] + alpha; - prob = count/total; - if (DEBUG) cerr << "level3 " << count << "/" << total << "=" << prob << endl; - } - } - - return prob; -} - -void Alignment::ScoreOrientation(const CountTable& table, int offset, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, - double alpha1, double beta1) { - if (DEBUG) cerr << "ScoreOrientation:" << TD::Convert(cond1) << "," << TD::Convert(cond2) << ", alpha1 = " << alpha1 << ", beta1 = " << beta1 << endl; - double ret = ScoreOrientation(table,offset,ori,cond1,cond2); - if (isBonus) { - if (table.mode == 0) *bonus += log(ret); else *bonus += ret; - } else { - if (table.mode == 0) *cost += log(ret); else *cost += ret; - } -} - -double Alignment::ScoreOrientationLeft(const CountTable& table, int ori, WordID cond1, WordID cond2) { - double ret = ScoreOrientation(table,0,ori,cond1,cond2); - if (table.mode == 0) return log(ret); - return ret; -} - -double Alignment::ScoreOrientationLeftBackward(const CountTable& table, int ori, WordID cond1, WordID cond2) { - double ret = ScoreOrientation(table,12,ori,cond1,cond2); - if (table.mode == 0) return log(ret); - return ret; -} - -double Alignment::ScoreOrientationRight(const CountTable& table, int ori, WordID cond1, WordID cond2) { - double ret = ScoreOrientation(table,6,ori,cond1,cond2); - if (table.mode == 0) return log(ret); - return ret; -} - -double Alignment::ScoreOrientationRightBackward(const CountTable& table, int ori, WordID cond1, WordID cond2) { - double ret = ScoreOrientation(table,18,ori,cond1,cond2); - if (table.mode == 0) return log(ret); - return ret; -} - -void Alignment::ScoreOrientationLeft(const CountTable& table, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, double alpha1, double beta1) { - if (DEBUG) cerr << "ScoreOrientationLeft(" << isBonus << ")" << endl; - ScoreOrientation(table,0,ori,cond1,cond2,isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha1,beta1); -} - -void Alignment::ScoreOrientationLeftBackward(const CountTable& table, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, double alpha1, double beta1) { - if (DEBUG) cerr << "ScoreOrientationLeftBackward" << endl; - ScoreOrientation(table,12,ori,cond1,cond2,isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha1,beta1); -} - -void Alignment::ScoreOrientationRight(const CountTable& table, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, double alpha1, double beta1) { - if (DEBUG) cerr << "ScoreOrientationRight(" << isBonus << ")" << endl; - ScoreOrientation(table,6,ori,cond1,cond2,isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha1,beta1); -} - -void Alignment::ScoreOrientationRightBackward(const CountTable& table, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, double alpha1, double beta1) { - if (DEBUG) cerr << "ScoreOrientationRightBackward" << endl; - ScoreOrientation(table,18,ori,cond1,cond2,isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha1,beta1); -} - -void Alignment::computeOrientationSourceBackwardPos(const CountTable& table, double *cost, double *bonus, - double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, int maxfwidx, int maxdepth1, int maxdepth2) { - if (DEBUG) cerr << "computeOrientationSourceBackward" << endl; - int oril, orir; - for (int idx=1; idx<=SourceFWRuleIdxs[0]; idx++) { - if (DEBUG) cerr << "considering SourceFWRuleIdxs[" << idx << "]: " << SourceFWRuleIdxs[3*idx-2] << endl; - if (!(SourceFWRuleAbsIdxs[idx]<=maxdepth1 || maxfwidx-SourceFWRuleAbsIdxs[idx]+1<=maxdepth2)) continue; - int* fwblock = blockSource(SourceFWRuleIdxs[3*idx-2],SourceFWRuleIdxs[3*idx-2]); - bool aligned = (fwblock[2]!=MINIMUM_INIT); - if (aligned) { - OrientationTarget(fwblock[2],fwblock[3],&oril,&orir); - } else { - OrientationSource(SourceFWRuleIdxs[3*idx-2],&oril,&orir); - } - if (DEBUG) cerr << "oril = " << oril << ", orir = " << orir << endl; - bool isBonus = false; // fas -> first aligned source word, las -> last aligned source word - if ((aligned && fwblock[2]<=fat)|| - (!aligned && SourceFWRuleIdxs[3*idx-2]<=fas)) isBonus=true; - if (SourceFWRuleAbsIdxs[idx]<=maxdepth1) { - ostringstream nusource; - nusource << TD::Convert(SourceFWRuleIdxs[3*idx-1]) << "/" << SourceFWRuleAbsIdxs[idx]; - ScoreOrientationLeftBackward(table,oril,TD::Convert(nusource.str()),SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - if (maxfwidx-SourceFWRuleAbsIdxs[idx]+1<=maxdepth2) { - ostringstream nusource; - nusource << TD::Convert(SourceFWRuleIdxs[3*idx-1]) << "/" << ((maxfwidx-SourceFWRuleAbsIdxs[idx]+1)*-1); - ScoreOrientationLeftBackward(table,oril,TD::Convert(nusource.str()),SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - isBonus = false; - if ((aligned && lat<=fwblock[3])|| - (!aligned && las<=SourceFWRuleIdxs[3*idx-2])) isBonus=true; - if (SourceFWRuleAbsIdxs[idx]<=maxdepth1) { - ostringstream nusource; - nusource << TD::Convert(SourceFWRuleIdxs[3*idx-1]) << "/" << SourceFWRuleAbsIdxs[idx]; - ScoreOrientationRightBackward(table,orir,SourceFWRuleIdxs[3*idx-1],SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - if (maxfwidx-SourceFWRuleAbsIdxs[idx]+1<=maxdepth2) { - ostringstream nusource; - nusource << TD::Convert(SourceFWRuleIdxs[3*idx-1]) << "/" << ((maxfwidx-SourceFWRuleAbsIdxs[idx]+1)*-1); - ScoreOrientationRightBackward(table,orir,SourceFWRuleIdxs[3*idx-1],SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - delete fwblock; - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - // antfas -> first aligned source word antecedent-wise - // antlas -> last aligned source word antecedent-wise - int antfat = firstTargetAligned(TargetAntsIdxs[i_ant][1]); - int antlat = lastTargetAligned(TargetAntsIdxs[i_ant][TargetAntsIdxs[i_ant][0]]); - int antfas = firstSourceAligned(SourceAntsIdxs[i_ant][1]); - int antlas = lastSourceAligned(SourceAntsIdxs[i_ant][SourceAntsIdxs[i_ant][0]]); - assert(antfat <= antlat); - assert(antfas <= antlas); - for (int idx=1; idx<=SourceFWAntsIdxs[i_ant][0]; idx++) { - if (DEBUG) - cerr << "considering SourceFWAntsIdxs[" << i_ant << "][" << idx << "]: " << SourceFWAntsIdxs[i_ant][3*idx-2] << endl; - if (!(SourceFWAntsAbsIdxs[i_ant][idx]<=maxdepth1 || maxfwidx-SourceFWAntsAbsIdxs[i_ant][idx]+1<=maxdepth2)) continue; - int* fwblock = blockSource(SourceFWAntsIdxs[i_ant][3*idx-2],SourceFWAntsIdxs[i_ant][3*idx-2]); - //bool aligned = (minTSpan(SourceFWAntsIdxs[i_ant][3*idx-2])!=MINIMUM_INIT); - bool aligned = (fwblock[2]!=MINIMUM_INIT); - bool Lcompute = true; bool Rcompute = true; - if (DEBUG) { - cerr << " aligned = " << aligned << endl; - cerr << " fwblock = " << fwblock[0] << "," << fwblock[1] << "," << fwblock[2] << "," << fwblock[3] << endl; - cerr << " antfas=" << antfas << ", antlas=" << antlas << ", antfat=" << antfat << ", antlat=" << antlat << endl; - } - if (aligned) { - if (DEBUG) cerr << "laligned" << endl; - if (antfat first aligned source word, las -> last aligned source word - if (SourceFWRuleIdxs[3*idx-2]<=fas) isBonus=true; - if (!isBonus) // this is unnecessary because fas <= las assertion - if (minTSpan(SourceFWRuleIdxs[3*idx-2])==MINIMUM_INIT && las<=SourceFWRuleIdxs[3*idx-2]) isBonus=true; - if (maxdepth1>0) { - oss << source << "/"; - if (SourceFWRuleAbsIdxs[idx]<=maxdepth1) - oss << SourceFWRuleAbsIdxs[idx]; - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationLeft(table,oril,sourceID,SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - if (maxdepth2>0) { - oss << source << "/"; - if (maxfwidx-SourceFWRuleAbsIdxs[idx]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWRuleAbsIdxs[idx]+1)*-1); - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationLeft(table,oril,sourceID,SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - isBonus = false; - if (las<=SourceFWRuleIdxs[3*idx-2]) isBonus=true; - if (!isBonus) // this is unnecessary becuase fas <= las assertion - if (minTSpan(SourceFWRuleIdxs[3*idx-2])==MINIMUM_INIT && SourceFWRuleIdxs[3*idx-2]<=fas) isBonus=true; - if (maxdepth1>0) { - oss << source << "/"; - if (SourceFWRuleAbsIdxs[idx]<=maxdepth1) - oss << SourceFWRuleAbsIdxs[idx]; - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationRight(table,orir,sourceID,SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - if (maxdepth2>0) { - oss << source << "/"; - if (maxfwidx-SourceFWRuleAbsIdxs[idx]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWRuleAbsIdxs[idx]+1)*-1); - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationRight(table,orir,sourceID,SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - for (int idx=1; idx<=SourceFWAntsIdxs[i_ant][0]; idx++) { - if (DEBUG) - cerr << "considering SourceFWAntsIdxs[" << i_ant << "][" << idx << "]: " << SourceFWAntsIdxs[i_ant][3*idx-2] << endl; - //if (!((SourceFWAntsAbsIdxs[i_ant][idx]<=maxdepth1)||(maxfwidx-SourceFWAntsAbsIdxs[i_ant][idx]+1<=maxdepth2))) continue; - // antfas -> first aligned source word antecedent-wise - // antlas -> last aligned source word antecedent-wise - int antfas = firstSourceAligned(SourceAntsIdxs[i_ant][1]); - int antlas = lastSourceAligned(SourceAntsIdxs[i_ant][SourceAntsIdxs[i_ant][0]]); - if (DEBUG) cerr << " SourceFWAntsAbsIdxs[i_ant][3*idx-1]=" << SourceFWAntsAbsIdxs[i_ant][3*idx-1] << endl; - string source = TD::Convert(SourceFWAntsIdxs[i_ant][3*idx-1]); - assert(antfas <= antlas); - bool aligned = (minTSpan(SourceFWAntsIdxs[i_ant][3*idx-2])!=MINIMUM_INIT); - bool Lcompute = true;bool Rcompute = true; - if ((aligned && antfas0) { - oss << source << "/"; - if (SourceFWAntsAbsIdxs[i_ant][idx]<=maxdepth1) - oss << SourceFWAntsAbsIdxs[i_ant][idx]; - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationLeft(table,oril,sourceID,SourceFWAntsIdxs[i_ant][3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - if (maxdepth2>0) { - oss << source << "/"; - if (maxfwidx-SourceFWAntsAbsIdxs[i_ant][idx]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWAntsAbsIdxs[i_ant][idx]+1)*-1); - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationLeft(table,oril,sourceID,SourceFWAntsIdxs[i_ant][3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - } - isBonus = false; - if (Rcompute) { - if (las<=SourceFWAntsIdxs[i_ant][3*idx-2]) isBonus = true; - //if (!isBonus) // this is unnecessary - // if (!aligned && SourceFWAntsIdxs[i_ant][3*idx-2]<=fas) isBonus=true; - if (maxdepth1>0) { - oss << source << "/"; - if (SourceFWAntsAbsIdxs[i_ant][idx]<=maxdepth1) - oss << SourceFWAntsAbsIdxs[i_ant][idx]; - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationRight(table,orir,sourceID,SourceFWAntsIdxs[i_ant][3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - if (maxdepth2>0) { - oss << source << "/"; - if (maxfwidx-SourceFWAntsAbsIdxs[i_ant][idx]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWAntsAbsIdxs[i_ant][idx]+1)*-1); - else - oss << "X"; - sourceID = TD::Convert(oss.str()); - oss.str(""); - ScoreOrientationRight(table,orir,sourceID,SourceFWAntsIdxs[i_ant][3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - } - } - } -} - -void Alignment::computeOrientationSource(const CountTable& table, double *cost, double *bonus, - double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus) { -// a bit complex due to imperfect state (TO DO!!!) -// 1. there are cases where function word alignments come from antecedents, which orientation -// (either its left or its right) has been computed earlier. -// 2. some orientation will go as bonus - if (DEBUG) cerr << "computeOrientationSource" << endl; - int oril, orir; - for (int idx=1; idx<=SourceFWRuleIdxs[0]; idx++) { - if (DEBUG) cerr << "considering SourceFWRuleIdxs[" << idx << "]: " << SourceFWRuleIdxs[3*idx-2] << endl; - OrientationSource(SourceFWRuleIdxs[3*idx-2],&oril,&orir); - bool isBonus = false; // fas -> first aligned source word, las -> last aligned source word - if (SourceFWRuleIdxs[3*idx-2]<=fas) isBonus=true; - if (!isBonus) // this is unnecessary because fas <= las assertion - if (minTSpan(SourceFWRuleIdxs[3*idx-2])==MINIMUM_INIT && las<=SourceFWRuleIdxs[3*idx-2]) isBonus=true; - ScoreOrientationLeft(table,oril,SourceFWRuleIdxs[3*idx-1],SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - isBonus = false; - if (las<=SourceFWRuleIdxs[3*idx-2]) isBonus=true; - if (!isBonus) // this is unnecessary becuase fas <= las assertion - if (minTSpan(SourceFWRuleIdxs[3*idx-2])==MINIMUM_INIT && SourceFWRuleIdxs[3*idx-2]<=fas) isBonus=true; - ScoreOrientationRight(table,orir,SourceFWRuleIdxs[3*idx-1],SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - for (int idx=1; idx<=SourceFWAntsIdxs[i_ant][0]; idx++) { - if (DEBUG) - cerr << "considering SourceFWAntsIdxs[" << i_ant << "][" << idx << "]: " << SourceFWAntsIdxs[i_ant][3*idx-2] << endl; - // antfas -> first aligned source word antecedent-wise - // antlas -> last aligned source word antecedent-wise - int antfas = firstSourceAligned(SourceAntsIdxs[i_ant][1]); - int antlas = lastSourceAligned(SourceAntsIdxs[i_ant][SourceAntsIdxs[i_ant][0]]); - assert(antfas <= antlas); - bool aligned = (minTSpan(SourceFWAntsIdxs[i_ant][3*idx-2])!=MINIMUM_INIT); - bool Lcompute = true;bool Rcompute = true; - if ((aligned && antfas& tags) { - if (DEBUG) cerr << "computeOrientationSourceGen" << endl; - int oril, orir; - for (int idx=1; idx<=SourceFWRuleIdxs[0]; idx++) { - if (DEBUG) cerr << "considering SourceFWRuleIdxs[" << idx << "]: " << SourceFWRuleIdxs[3*idx-2] << endl; - OrientationSource(SourceFWRuleIdxs[3*idx-2],&oril,&orir); - bool isBonus = false; // fas -> first aligned source word, las -> last aligned source word - if (SourceFWRuleIdxs[3*idx-2]<=fas) isBonus=true; - if (!isBonus) // this is unnecessary because fas <= las assertion - if (minTSpan(SourceFWRuleIdxs[3*idx-2])==MINIMUM_INIT && las<=SourceFWRuleIdxs[3*idx-2]) isBonus=true; - ScoreOrientationLeft(table,oril,generalize(SourceFWRuleIdxs[3*idx-1],tags),SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - isBonus = false; - if (las<=SourceFWRuleIdxs[3*idx-2]) isBonus=true; - if (!isBonus) // this is unnecessary becuase fas <= las assertion - if (minTSpan(SourceFWRuleIdxs[3*idx-2])==MINIMUM_INIT && SourceFWRuleIdxs[3*idx-2]<=fas) isBonus=true; - ScoreOrientationRight(table,orir,generalize(SourceFWRuleIdxs[3*idx-1],tags),SourceFWRuleIdxs[3*idx], - isBonus,cost,bonus,bo1,bo1_bonus,bo2,bo2_bonus,alpha_oris,beta_oris); - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - for (int idx=1; idx<=SourceFWAntsIdxs[i_ant][0]; idx++) { - if (DEBUG) - cerr << "considering SourceFWAntsIdxs[" << i_ant << "][" << idx << "]: " << SourceFWAntsIdxs[i_ant][3*idx-2] << endl; - // antfas -> first aligned source word antecedent-wise - // antlas -> last aligned source word antecedent-wise - int antfas = firstSourceAligned(SourceAntsIdxs[i_ant][1]); - int antlas = lastSourceAligned(SourceAntsIdxs[i_ant][SourceAntsIdxs[i_ant][0]]); - assert(antfas <= antlas); - bool aligned = (minTSpan(SourceFWAntsIdxs[i_ant][3*idx-2])!=MINIMUM_INIT); - bool Lcompute = true;bool Rcompute = true; - if ((aligned && antfas0) { - if (lfw>=0) { - int dom = DominanceSource(0,SourceFWIdxs[1]); - if (DEBUG) cerr << " --> lfw = " << lfw << "-" << TD::Convert(lfw) << endl; - if (DEBUG) cerr << " --> rfw = " << rfw << "-" << TD::Convert(rfw) << endl; - ScoreDominance(table,dom,lfw,SourceFWIdxs[2],lfw,SourceFWIdxs[3],bonus,bo1_bonus,bo2_bonus,true,alpha_doms,beta_doms); - } - if (rfw>=0) { - int dom = DominanceSource(SourceFWIdxs[3*SourceFWIdxs[0]-2],_J-1); - ScoreDominance(table,dom,SourceFWIdxs[3*SourceFWIdxs[0]-1],rfw,SourceFWIdxs[3*SourceFWIdxs[0]], - rfw,bonus,bo1_bonus,bo2_bonus,true,alpha_doms,beta_doms); - } - } -} - -void Alignment::computeDominanceSourcePos(const CountTable& table, WordID lfw, WordID rfw, - double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, int maxfwidx, int maxdepth1, int maxdepth2) { - if (DEBUG) cerr << "computeDominanceSourcePos" << endl; - if (DEBUG) cerr << " initial cost=" << *cost << ", initial bonus=" << *bonus << endl; - ostringstream oss; - for (int idx=2; idx<=SourceFWIdxs[0]; idx++) { - if (DEBUG) { - cerr << "PrevSourceFWIdxs :" << SourceFWIdxs[3*(idx-1)-2] << "," << SourceFWIdxs[3*(idx-1)-1] - << "," << SourceFWIdxs[3*(idx-1)] << endl; - cerr << "CurrSourceFWIdxs :" << SourceFWIdxs[3*(idx)-2] << "," << SourceFWIdxs[3*(idx)-1] - << "," << SourceFWIdxs[3*(idx)] << endl; - } - //if (!((SourceFWAbsIdxs[3*(idx-1)-2]<=maxdepth1 && SourceFWAbsIdxs[3*idx-2]<=maxdepth1) || - // (maxfwidx-SourceFWAbsIdxs[3*(idx-1)-2]+1<=maxdepth2 && maxfwidx-SourceFWAbsIdxs[3*idx-2]+1<=maxdepth2))) continue; - bool compute = true; - for (int i_ant=0; i_ant<_Arity && compute; i_ant++) { - if (MemberOf(SourceFWAntsIdxs[i_ant],SourceFWIdxs[3*(idx-1)-2],SourceFWIdxs[3*(idx)-2])) { - //cerr << "Skipping, they have been calculated in the " << (i_ant+1) << "-th branch" << endl; - compute=false; - } - } - if (compute) { - int dom = DominanceSource(SourceFWIdxs[3*(idx-1)-2],SourceFWIdxs[3*idx-2]); - if (DEBUG) cerr << "dom = " << dom << endl; - if (maxdepth1+maxdepth2>0) { - string source1 = TD::Convert(SourceFWIdxs[3*(idx-1)-1]); - string source2 = TD::Convert(SourceFWIdxs[3*(idx)-1]); - if (maxdepth1>0) { - oss << source1 << "/"; - if (SourceFWAbsIdxs[3*(idx-1)-2]<=maxdepth1) - oss << SourceFWAbsIdxs[3*(idx-1)-2]; - else - oss << "X"; - WordID source1id = TD::Convert(oss.str()); - oss.str(""); - oss << source2 << "/"; - if (SourceFWAbsIdxs[3*idx-2]<=maxdepth1) - oss << SourceFWAbsIdxs[3*idx-2]; - else - oss << "X"; - WordID source2id = TD::Convert(oss.str()); - oss.str(""); - ScoreDominance(table,dom,source1id,source2id,SourceFWIdxs[3*(idx-1)],SourceFWIdxs[3*idx], - cost,bo1,bo2,false,alpha_doms,beta_doms); - } - if (maxdepth2>0) { - oss << source1 << "/"; - if (maxfwidx-SourceFWAbsIdxs[3*(idx-1)-2]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWAbsIdxs[3*(idx-1)-2]+1)*-1); - else - oss << "X"; - WordID source1id = TD::Convert(oss.str()); - oss.str(""); - oss << source2 << "/"; - if (maxfwidx-SourceFWAbsIdxs[3*idx-2]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWAbsIdxs[3*(idx-1)-2]+1)*-1); - else - oss << "X"; - WordID source2id = TD::Convert(oss.str()); - oss.str(""); - ScoreDominance(table,dom,source1id,source2id,SourceFWIdxs[3*(idx-1)],SourceFWIdxs[3*idx], - cost,bo1,bo2,false,alpha_doms,beta_doms); - } - } - } - } - if (SourceFWIdxs[0]>0) { - if (lfw>=0) { - int dom = DominanceSource(0,SourceFWIdxs[1]); - string source1 = TD::Convert(lfw); - string source2 = TD::Convert(SourceFWIdxs[2]); - if (maxdepth1>0) { - oss << source1 << "/"; - if (SourceFWAbsIdxs[1]-1<=maxdepth1) - oss << (SourceFWAbsIdxs[1]-1); - else - oss << "X"; - WordID source1id = TD::Convert(oss.str()); - oss.str(""); - oss << source2 << "/"; - if (SourceFWAbsIdxs[1]<=maxdepth1) - oss << SourceFWAbsIdxs[1]; - else - oss << "X"; - WordID source2id = TD::Convert(oss.str()); - oss.str(""); - ScoreDominance(table,dom,source1id,source2id,lfw,SourceFWIdxs[3],bonus,bo1_bonus,bo2_bonus,true,alpha_doms,beta_doms); - } - if (maxdepth2>0) { - oss << source1 << "/"; - if (maxfwidx-(SourceFWAbsIdxs[1]-1)+1<=maxdepth2) - oss << ((maxfwidx-(SourceFWAbsIdxs[1]-1)+1)*-1); - else - oss << "X"; - WordID source1id = TD::Convert(oss.str()); - oss.str(""); - oss << source2 << "/"; - if (maxfwidx-SourceFWAbsIdxs[1]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWAbsIdxs[1]+1)*-1); - else - oss << "X"; - WordID source2id = TD::Convert(oss.str()); - oss.str(""); - ScoreDominance(table,dom,source1id,source2id,lfw,SourceFWIdxs[3],bonus,bo1_bonus,bo2_bonus,true,alpha_doms,beta_doms); - } - } - if (rfw>=0) { - int dom = DominanceSource(SourceFWIdxs[3*SourceFWIdxs[0]-2],_J-1); - string source1 = TD::Convert(SourceFWIdxs[3*SourceFWIdxs[0]-1]); - string source2 = TD::Convert(rfw); - if (maxdepth1>0) { - oss << source1 << "/"; - if (SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]<=maxdepth1) - oss << SourceFWAbsIdxs[3*SourceFWIdxs[0]-2]; - else - oss << "X"; - WordID source1id = TD::Convert(oss.str()); - oss.str(""); - oss << source2 << "/"; - if (SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]+1<=maxdepth1) - oss << (SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]+1); - else - oss << "X"; - WordID source2id = TD::Convert(oss.str()); - ScoreDominance(table,dom,source1id,source2id,SourceFWIdxs[3*SourceFWIdxs[0]], - rfw,bonus,bo1_bonus,bo2_bonus,true,alpha_doms,beta_doms); - } - if (maxdepth2>0) { - oss << source1 << "/"; - if (maxfwidx-SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]+1<=maxdepth2) - oss << ((maxfwidx-SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]+1)*-1); - else - oss << "X"; - WordID source1id = TD::Convert(oss.str()); - oss.str(""); - oss << source2 << "/"; - if (maxfwidx-(SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]+1)+1<=maxdepth2) - oss << ((maxfwidx-(SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]+1)+1)*-1); - else - oss << "X"; - WordID source2id = TD::Convert(oss.str()); - oss.str(""); - ScoreDominance(table,dom,source1id,source2id,SourceFWIdxs[3*SourceFWIdxs[0]], - rfw,bonus,bo1_bonus,bo2_bonus,true,alpha_doms,beta_doms); - } - } - } -} - - -void Alignment::computeDominanceTarget(const CountTable& table, WordID lfw, WordID rfw, - double *cost, double *bonus, double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus) { - if (DEBUG) cerr << "computeDominanceTarget" << endl; - for (int idx=2; idx<=TargetFWIdxs[0]; idx++) { - if (DEBUG) cerr << "PrevTargetFWIdxs :" << TargetFWIdxs[3*(idx-1)-2] << "," << TargetFWIdxs[3*(idx-1)-1] << "," <=0) { - int dom = DominanceTarget(0,TargetFWIdxs[1]); - if (DEBUG) cerr << "dom target (with left) = " << dom << endl; - ScoreDominance(table,dom,lfw,lfw,TargetFWIdxs[2],TargetFWIdxs[3],bonus,bo1_bonus,bo2_bonus,true,alpha_domt,beta_domt); - } - if (rfw>=0) { - int dom = DominanceTarget(TargetFWIdxs[3*TargetFWIdxs[0]-2],_I-1); - if (DEBUG) cerr << "dom target (with right) = " << dom << endl; - ScoreDominance(table,dom,TargetFWIdxs[3*TargetFWIdxs[0]-1],TargetFWIdxs[3*TargetFWIdxs[0]], - rfw,rfw,bonus,bo1_bonus,bo2_bonus,true,alpha_domt,beta_domt); - } - } - - //cerr << "END of computeDominanceTarget" << endl; -} - -double Alignment::ScoreDominance(const CountTable& table, int dom, WordID source1, WordID source2, WordID target1, WordID target2) { - if (DEBUG) { - cerr << "ScoreDominance(source1=" << TD::Convert(source1) << ",source2=" << TD::Convert(source2) - << ",target1=" << TD::Convert(target1) << ",target2=" << TD::Convert(target2) << ", dom=" << dom << endl; - } - string _source1 = TD::Convert(source1); - string _source2 = TD::Convert(source2); - string _source1idx; string _source2idx; - if (table.mode==1) { - _source1idx = _source1; _source2idx = _source2; - _source1 = _source1idx.substr(0,_source1idx.find_last_of("/")); - _source2 = _source2idx.substr(0,_source2idx.find_last_of("/")); - } - string _target1 = TD::Convert(target1); - string _target2 = TD::Convert(target2); - - double count = table.ultimate[dom]; - double total = table.ultimate[4]; - double prob = count/total; - if (DEBUG) cerr << "level0 " << count << "/" << total << "=" << prob << endl; - double alpha = 0.1; - - string key = _source1 + " " + _source2; - WordID key_id = TD::Convert(key); - map::const_iterator it = table.model.find(key_id); - bool stop = (it==table.model.end()); - if (!stop) { - stop = true; - if (it->second[4]>=0) { - count = it->second[dom] + alpha*prob; - total = it->second[4] + alpha; - prob = count/total; - if (DEBUG) cerr << "level1 " << count << "/" << total << "=" << prob << endl; - stop = false; - } - } - if (stop) return prob; - - key = _source1 + " " + _source2 + " " + _target1 + " " + _target2; - key_id = TD::Convert(key); - it = table.model.find(key_id); - stop = (it==table.model.end()); - if (!stop) { - stop = true; - if (it->second[4]>=0) { - count = it->second[dom] + alpha*prob; - total = it->second[4] + alpha; - prob = count/total; - if (DEBUG) cerr << "level2 " << count << "/" << total << "=" << prob << endl; - stop = false; - } - } - - if (table.mode!=1 || stop) return prob; - key = _source1 + " " + _source2 + " " + _target1 + " " + _target2; - key_id = TD::Convert(key); - it = table.model.find(key_id); - if (it!=table.model.end()) { - if (it->second[4]>=0) { - count = it->second[dom] + alpha*prob; - total = it->second[4] + alpha; - if (DEBUG) cerr << "level3 " << count << "/" << total << "=" << prob << endl; - prob = count/total; - } - } - - return prob; -} - -void Alignment::ScoreDominance(const CountTable& table, int dom, WordID source1, WordID source2, WordID target1, WordID target2, double *cost, double *bo1, double *bo2, bool isBonus, double alpha2, double beta2) { - if (DEBUG) - cerr << "ScoreDominance(source1=" << TD::Convert(source1) << ",source2=" << TD::Convert(source2) - << ",target1=" << TD::Convert(target1) << ",target2=" << TD::Convert(target2) << ",isBonus=" << isBonus << ", alpha2 = " << alpha2 << ", beta2 = " << beta2 << endl; - if (DEBUG) cerr << " BEFORE=" << *cost << endl; - *cost += ScoreDominance(table,dom,source1,source2,target1,target2); - if (DEBUG) cerr << " AFTER=" << *cost << endl; -} - -WordID Alignment::F2EProjectionFromExternal(int idx, const vector& als, const string& delimiter) { - if (DEBUG) { - cerr << "F2EProjectionFromExternal=" << idx << endl; - for (int i=0; i< als.size(); i++) cerr << "als[" << i << "]=" << als[i] << " "; - cerr << endl; - } - vector alignedTo; - for (int i=0; i0) projection << delimiter; - projection << TD::Convert(_e[alignedTo[i]]); - } - if (DEBUG) { - cerr << "projection = " << projection.str() << endl; - cerr << "returns = " << TD::Convert(projection.str()) << endl; - } - return TD::Convert(projection.str()); - } -} - -WordID Alignment::E2FProjectionFromExternal(int idx, const vector& als, const string& delimiter) { - vector alignedTo; - for (int i=0; i0) projection << delimiter; - projection << TD::Convert(_f[alignedTo[i]]); - } - return TD::Convert(projection.str()); - } -} - - -WordID Alignment::F2EProjection(int idx, const string& delimiter) { - if (DEBUG) cerr << "F2EProjection(" << idx << ")" << endl; - int e = targetOf(idx); - if (e<0) { - if (DEBUG) cerr << "projection = NULL" << endl; - return TD::Convert("NULL"); - } else { - if (targetOf(idx,e+1)<0) { - if (DEBUG) cerr << "e-1=" << (e-1) << ", size=" << _e.size() << endl; - return getE(e-1); // if not aligned to many, why bother continuing - } - ostringstream projection; - bool firstTime = true; - do { - if (!firstTime) projection << delimiter; - projection << TD::Convert(_e[e-1]); // transform space - firstTime = false; - e = targetOf(idx,e+1); - //if (DEBUG) cerr << "projection = " << projection.str() << endl; - } while(e>=0); - return TD::Convert(projection.str()); - } -} - -WordID Alignment::E2FProjection(int idx, const string& delimiter) { - //cerr << "E2FProjection(" << idx << ")" << endl; - //cerr << "i" << endl; - int f = sourceOf(idx); - //cerr << "j, f=" << f << endl; - if (f<0) { - //cerr << "projection = NULL" << endl; - return TD::Convert("NULL"); - } else { - if (sourceOf(idx,f+1)<0) return getF(f-1); - bool firstTime = true; - ostringstream projection(ostringstream::out); - do { - if (!firstTime) projection << delimiter; - projection << TD::Convert(_f[f-1]); //transform space - firstTime = false; - f = sourceOf(idx,f+1); - //cerr << "projection = " << projection.str() << endl; - } while(f>=0); - return TD::Convert(projection.str()); - } -} -void Alignment::computeBorderDominanceSource(const CountTable& table, double *cost, double *bonus, double *state_mono, - double *state_nonmono, TRule &rule, const std::vector& ant_contexts, const map& sfw) { - // HACK: GOAL is assumed to always be "S" - if (DEBUG) cerr << "computeBorderDominanceSource" << endl; - std::vector f = rule.f(); - std::vector e = rule.e(); - int nt_index[f.size()]; - int nt_count=0; - for (int i=0; i als; - for (std::vector::const_iterator i = rule.als().begin(); i != rule.als().end(); ++i) { - int s = i->s_; int t = i->t_; - als.push_back(link(t,s)); - } - if (DEBUG) cerr << "rule.Arity=" << rule.Arity() << endl; - if (rule.Arity()>0) { - int ntc=0; - for (int s=0; s neither, 1 -> leftFirst, 2 -> rightFirst, 3 -> dontCare - // ScoreDominance(const CountTable& table, int dom, WordID source1, WordID source2, WordID target1, WordID target2) - int prevs = 0; - for (int i=0; i(ant_contexts[nt_index[s]-1]); - *cost += Dwarf::IntegerToDouble(ants[51]); // 50->mono, 51->non-mono - if (DEBUG) cerr << " adding "<< Dwarf::IntegerToDouble(ants[51]) << " into cost, resulting = " << *cost << endl; - } - flag[s] = true; - } - } - prevs = currs; - } - if (DEBUG) cerr << "bonus and state matter" << endl; - for (int s=0; s(ant_contexts[nt_index[s]-1]); - double indbonus = Dwarf::IntegerToDouble(ants[50]); - *bonus += indbonus; - *state_mono += indbonus; - *state_nonmono += Dwarf::IntegerToDouble(ants[51]); - if (DEBUG) cerr << " propagating state=" << *state_mono <<","<< *state_nonmono<< endl; - } - } - } - if (DEBUG) cerr << "LHS:" << rule.GetLHS() << ":" << TD::Convert(rule.GetLHS()*-1) <(ant_contexts[i]); - *cost += Dwarf::IntegerToDouble(ants[50]); - } - *bonus = 0; - } - if (DEBUG) cerr << "-->>>> cost="<<*cost<<", bonus="<<*bonus<<", state_mono="<<*state_mono<<", state_nonmono="<<*state_nonmono<& ant_contexts, const map& sfw, const map& tfw,const Lattice& sourcelattice, int spanstart, int spanend) { - if (DEBUG) cerr << "===Rule===" << rule.AsString() << endl; - _f = rule.f(); - _e = rule.e(); - _Arity = rule.Arity(); - if (DEBUG) { - cerr << "F: "; - for (int idx=0; idx<_f.size(); idx++) cerr << _f[idx] << " "; - cerr << endl; - cerr << "F': "; - for (int idx=0; idx<_f.size(); idx++) - if (_f[idx]>=0) { - cerr << TD::Convert(_f[idx]) << " "; - } else { - cerr << TD::Convert(_f[idx]*-1); - } - cerr << endl; - cerr << "E: "; - for (int idx=0; idx<_e.size(); idx++) - cerr << _e[idx] << " "; - cerr << endl; - cerr << "E': "; - for (int idx=0; idx<_e.size(); idx++) - if (_e[idx]>0) { - cerr << TD::Convert(_e[idx]) << " "; - } else { - cerr << "[NT]" << " "; - } - cerr << endl; - } - - SourceFWRuleIdxs[0]=0; - SourceFWRuleAbsIdxs[0]=0; - for (int idx=1; idx<=_f.size(); idx++) { // in transformed space - if (sfw.find(_f[idx-1])!=sfw.end()) { - SourceFWRuleIdxs[0]++; - SourceFWRuleAbsIdxs[++SourceFWRuleAbsIdxs[0]]=GetFWGlobalIdx(idx,sourcelattice,_f,spanstart,spanend,ant_contexts,sfw); - SourceFWRuleIdxs[3*SourceFWRuleIdxs[0]-2]=idx; - SourceFWRuleIdxs[3*SourceFWRuleIdxs[0]-1]=_f[idx-1]; - SourceFWRuleIdxs[3*SourceFWRuleIdxs[0]] =F2EProjectionFromExternal(idx-1,rule.a_,"_SEP_"); - } - } - TargetFWRuleIdxs[0]=0; - for (int idx=1; idx<=_e.size(); idx++) { // in transformed space - if (tfw.find(_e[idx-1])!=tfw.end()) { - TargetFWRuleIdxs[0]++; - TargetFWRuleIdxs[3*TargetFWRuleIdxs[0]-2]=idx; - TargetFWRuleIdxs[3*TargetFWRuleIdxs[0]-1]=E2FProjectionFromExternal(idx-1,rule.a_,"_SEP_"); - TargetFWRuleIdxs[3*TargetFWRuleIdxs[0]] =_e[idx-1]; - } - } - - if (DEBUG) { - cerr << "SourceFWRuleIdxs[" << SourceFWRuleIdxs[0] << "]:"; - for (int idx=1; idx<=SourceFWRuleIdxs[0]; idx++) { - cerr << " idx:" << SourceFWRuleIdxs[3*idx-2]; - cerr << " absidx:" << SourceFWRuleAbsIdxs[idx]; - cerr << " F:" << SourceFWRuleIdxs[3*idx-1]; - cerr << " E:" << SourceFWRuleIdxs[3*idx]; - cerr << "; "; - } - cerr << endl; - cerr << "TargetFWRuleIdxs[" << TargetFWRuleIdxs[0] << "]:"; - for (int idx=1; idx<=TargetFWRuleIdxs[0]; idx++) { - cerr << " idx:" << TargetFWRuleIdxs[3*idx-2]; - cerr << " F:" << TargetFWRuleIdxs[3*idx-1]; - cerr << " E:" << TargetFWRuleIdxs[3*idx]; - } - cerr << endl; - } - if (SourceFWRuleIdxs[0]+TargetFWRuleIdxs[0]==0) { - bool nofw = true; - for (int i_ant=0; i_ant<_Arity && nofw; i_ant++) { - const int* ants = reinterpret_cast(ant_contexts[i_ant]); - if (ants[0]>=0||ants[3]>=0||ants[6]>=0||ants[9]>=0) nofw=false; - } - if (nofw) return true; - } - //cerr << "clearing als first" << endl; - clearAls(_J,_I); - - if (DEBUG) cerr << "A["<< rule.a_.size() << "]: " ; - RuleAl[0]=0; - // add phrase start boundary - RuleAl[0]++; RuleAl[RuleAl[0]*2-1]=0; RuleAl[RuleAl[0]*2]=0; - if (DEBUG) cerr << RuleAl[RuleAl[0]*2-1] << "-" << RuleAl[RuleAl[0]*2] << " "; - for (int idx=0; idx(ant_contexts[i_ant]); - int span = ants[Dwarf::STATE_SIZE-1]; - if (DEBUG) { - cerr << "antcontexts[" << i_ant << "] "; - for (int idx=0; idx=0) { - // Given a span, give the index of the first function word - int firstfwidx = GetFirstFWIdx(source(span),target(span),sourcelattice,sfw); - if (DEBUG) cerr << " firstfwidx = " << firstfwidx << endl; - int fwcount = 0; - if (ants[1]>=0) { // one function word - SourceFWAntsIdxs[i_ant][0]++; SourceFWAntsIdxs[i_ant][1]=ants[0]; - SourceFWAntsIdxs[i_ant][2]=ants[1]; SourceFWAntsIdxs[i_ant][3]=ants[2]; - fwcount++; - } else { // if ants[1] < 0 then compound fws - //cerr << "ants[1]<0" << endl; - istringstream ossf(TD::Convert(ants[1]*-1)); string ffw; - istringstream osse(TD::Convert(ants[2])); string efw; //projection would be mostly NULL - int delta=ants[0]; - while (osse >> efw && ossf >> ffw) { - SourceFWAntsIdxs[i_ant][0]++; - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3-2]=ants[0]-(delta--); - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3-1]=TD::Convert(ffw); - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3] =TD::Convert(efw); - fwcount++; - } - } - if (DEBUG) cerr << " fwcount=" << fwcount << endl; - SourceFWAntsAbsIdxs[i_ant][0]=fwcount; - for (int i=1; i<=fwcount; i++) SourceFWAntsAbsIdxs[i_ant][i]=firstfwidx++; - } - if (ants[3]>=0) { - int lastfwidx = GetLastFWIdx(source(span),target(span),sourcelattice,sfw); - if (DEBUG) cerr << " lastfwidx = " << lastfwidx << endl; - int fwcount=0; - if (ants[4]>=0) { - fwcount++; - SourceFWAntsIdxs[i_ant][0]++; - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3-2]=ants[3]; - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3-1]=ants[4]; - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3] =ants[5]; - } else { // if ants[4] < 0 then compound fws - //cerr << "ants[4]<0" << endl; - istringstream ossf(TD::Convert(ants[4]*-1)); string ffw; - istringstream osse(TD::Convert(ants[5])); string efw; - int delta=0; - while (osse >> efw && ossf >> ffw) { - fwcount++; - SourceFWAntsIdxs[i_ant][0]++; - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3-2]=ants[3]+(delta++); - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3-1]=TD::Convert(ffw); - SourceFWAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][0]*3] =TD::Convert(efw); - } - } - if (DEBUG) cerr << " fwcount=" << fwcount << endl; - for (int i=1; i<=fwcount; i++) SourceFWAntsAbsIdxs[i_ant][SourceFWAntsAbsIdxs[i_ant][0]+i]=lastfwidx-fwcount+i; - SourceFWAntsAbsIdxs[i_ant][0]+=fwcount; - } - TargetFWAntsIdxs[i_ant][0]=0; - if (ants[6]>=0) { - if (ants[8]>=0) { // check the e part - TargetFWAntsIdxs[i_ant][0]++; - TargetFWAntsIdxs[i_ant][1]=ants[6]; - TargetFWAntsIdxs[i_ant][2]=ants[7]; - TargetFWAntsIdxs[i_ant][3]=ants[8]; - } else { // if ants[8] < 0 then compound fws - //cerr << "ants[8]<0" << endl; - //cerr << "ants[7]=" << TD::Convert(ants[7]) << endl; - //cerr << "ants[8]=" << TD::Convert(ants[8]*-1) << endl; - istringstream ossf(TD::Convert(ants[7])); string ffw; - istringstream osse(TD::Convert(ants[8]*-1)); string efw; - int delta=ants[6]; - while (osse >> efw && ossf >> ffw) { - //cerr << "efw="<< efw << ",ffw=" << ffw << endl; - TargetFWAntsIdxs[i_ant][0]++; - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3-2]=ants[6]-(delta--); - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3-1]=TD::Convert(ffw); - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3] =TD::Convert(efw); - } - } - } - if (ants[9]>=0) { - if (ants[11]>=0) { - TargetFWAntsIdxs[i_ant][0]++; - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3-2]=ants[9]; - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3-1]=ants[10]; - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3] =ants[11]; - } else { - //cerr << "ants[11]<0" << endl; - //cerr << "ants[10]=" << TD::Convert(ants[10]) << endl; - //cerr << "ants[11]=" << TD::Convert(ants[11]*-1) << endl; - istringstream ossf(TD::Convert(ants[10])); string ffw; - istringstream osse(TD::Convert(ants[11]*-1)); string efw; - int delta = 0; - while (osse >> efw && ossf >> ffw) { - //cerr << "efw="<< efw << ",ffw=" << ffw << endl; - TargetFWAntsIdxs[i_ant][0]++; - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3-2]=ants[9]+(delta++); - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3-1]=TD::Convert(ffw); - TargetFWAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][0]*3] =TD::Convert(efw); - } - } - } - AntsAl[i_ant][0]=ants[12];//number of alignments - for (int idx=1; idx<=AntsAl[i_ant][0]; idx++) { - AntsAl[i_ant][idx*2-1] = source(ants[12+idx]); - AntsAl[i_ant][idx*2] = target(ants[12+idx]); - } - } - - for (int i_ant=0; i_ant<_Arity; i_ant++) { - int length = AntsAl[i_ant][0]; - int maxs = -1000; - int maxt = -1000; - for (int idx=0; idx=0) { - TargetRuleIdxs[idx]=curr++; - } else { - int i_ant = TargetRuleIdxs[idx]*-1-1; - if (DEBUG) cerr << "TargetRuleIdxs[" << i_ant << "]" << endl; - for (int idx2=1; idx2<=TargetAntsIdxs[i_ant][0]; idx2++) { - TargetAntsIdxs[i_ant][idx2]=curr++; - if (DEBUG) cerr << TargetAntsIdxs[i_ant][idx2] << " "; - } - if (DEBUG) cerr << endl; - } - } - if (DEBUG) { - cerr << "TargetRuleIdxs" << endl; - for (int idx=1; idx<=TargetRuleIdxs[0]; idx++) cerr << TargetRuleIdxs[idx] << " "; - cerr << endl; - } - for (int idx=1; idx<=RuleAl[0]; idx++) { - if (DEBUG) { - cerr << RuleAl[idx*2-1] << " - " << RuleAl[idx*2] << " to "; - cerr << SourceRuleIdxs[RuleAl[idx*2-1]+1] << " - " << TargetRuleIdxs[RuleAl[idx*2]+1] << endl; - } - set(SourceRuleIdxs[RuleAl[idx*2-1]+1],TargetRuleIdxs[RuleAl[idx*2]+1]); - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - for (int idx=1; idx<=AntsAl[i_ant][0]; idx++) { - if (DEBUG) { - cerr << AntsAl[i_ant][2*idx-1] << " - " << AntsAl[i_ant][2*idx] << " to "; - cerr << SourceAntsIdxs[i_ant][AntsAl[i_ant][2*idx-1]+1] << " - "; - cerr << TargetAntsIdxs[i_ant][AntsAl[i_ant][2*idx]+1] << endl; - } - set(SourceAntsIdxs[i_ant][AntsAl[i_ant][2*idx-1]+1],TargetAntsIdxs[i_ant][AntsAl[i_ant][2*idx]+1]); - } - } - SourceFWIdxs[0]=0; - SourceFWAbsIdxs[0]=0; - if (DEBUG) cerr << "SourceFWRuleIdxs:" << endl; - for (int idx=1; idx<=SourceFWRuleIdxs[0]; idx++) { - if (DEBUG) cerr << SourceFWRuleIdxs[3*idx-2] << " to " << SourceRuleIdxs[SourceFWRuleIdxs[3*idx-2]+1] << endl; - SourceFWRuleIdxs[3*idx-2] = SourceRuleIdxs[SourceFWRuleIdxs[3*idx-2]+1]; - SourceFWAbsIdxs[0]++; - SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]=SourceFWRuleAbsIdxs[idx]; - SourceFWIdxs[0]++; - SourceFWIdxs[3*SourceFWIdxs[0]-2]=SourceFWRuleIdxs[3*idx-2]; - SourceFWIdxs[3*SourceFWIdxs[0]-1]=SourceFWRuleIdxs[3*idx-1]; - SourceFWIdxs[3*SourceFWIdxs[0]] =SourceFWRuleIdxs[3*idx]; - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - if (DEBUG) cerr << "SourceFWAntsIdxs[" << i_ant << "]" << endl; - for (int idx=1; idx<=SourceFWAntsIdxs[i_ant][0]; idx++) { - if (DEBUG) - cerr << SourceFWAntsIdxs[i_ant][3*idx-2] << " to " << SourceAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][3*idx-2]+1] << endl; - SourceFWAntsIdxs[i_ant][3*idx-2] = SourceAntsIdxs[i_ant][SourceFWAntsIdxs[i_ant][3*idx-2]+1]; - SourceFWAbsIdxs[0]++; - SourceFWAbsIdxs[3*SourceFWAbsIdxs[0]-2]=SourceFWAntsAbsIdxs[i_ant][idx]; - SourceFWIdxs[0]++; - SourceFWIdxs[3*SourceFWIdxs[0]-2]=SourceFWAntsIdxs[i_ant][3*idx-2]; - SourceFWIdxs[3*SourceFWIdxs[0]-1]=SourceFWAntsIdxs[i_ant][3*idx-1]; - SourceFWIdxs[3*SourceFWIdxs[0]] =SourceFWAntsIdxs[i_ant][3*idx]; - } - } - sort(SourceFWIdxs); - sort(SourceFWAbsIdxs); - if (DEBUG) { - cerr << "SourceFWIdxs : "; - for (int idx=1; idx<=SourceFWIdxs[0]; idx++) { - cerr << "idx:" << SourceFWIdxs[3*idx-2] << ","; - cerr << "F:" << SourceFWIdxs[3*idx-1] << ","; - cerr << "E:" << SourceFWIdxs[3*idx] << " "; - } - cerr << endl; - } - TargetFWIdxs[0]=0; - if (DEBUG) cerr << "TargetFWRuleIdxs:" << endl; - for (int idx=1; idx<=TargetFWRuleIdxs[0]; idx++) { - if (DEBUG) cerr << TargetFWRuleIdxs[3*idx-2] << " to " << TargetRuleIdxs[TargetFWRuleIdxs[3*idx-2]+1] << endl; - TargetFWRuleIdxs[3*idx-2] = TargetRuleIdxs[TargetFWRuleIdxs[3*idx-2]+1]; - TargetFWIdxs[0]++; - TargetFWIdxs[3*TargetFWIdxs[0]-2]=TargetFWRuleIdxs[3*idx-2]; - TargetFWIdxs[3*TargetFWIdxs[0]-1]=TargetFWRuleIdxs[3*idx-1]; - TargetFWIdxs[3*TargetFWIdxs[0]] =TargetFWRuleIdxs[3*idx]; - } - for (int i_ant=0; i_ant<_Arity; i_ant++) { - if (DEBUG) cerr << "TargetFWAntsIdxs[" << i_ant << "]" << endl; - for (int idx=1; idx<=TargetFWAntsIdxs[i_ant][0]; idx++) { - if (DEBUG) cerr << TargetFWAntsIdxs[i_ant][3*idx-2] << " to " << TargetAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][3*idx-2]+1] << endl; - TargetFWAntsIdxs[i_ant][3*idx-2] = TargetAntsIdxs[i_ant][TargetFWAntsIdxs[i_ant][3*idx-2]+1]; - TargetFWIdxs[0]++; - TargetFWIdxs[3*TargetFWIdxs[0]-2]=TargetFWAntsIdxs[i_ant][3*idx-2]; - TargetFWIdxs[3*TargetFWIdxs[0]-1]=TargetFWAntsIdxs[i_ant][3*idx-1]; - TargetFWIdxs[3*TargetFWIdxs[0]] =TargetFWAntsIdxs[i_ant][3*idx]; - } - } - sort(TargetFWIdxs); - if (DEBUG) { - cerr << "TargetFWIdxs : "; - for (int idx=1; idx<=TargetFWIdxs[0]; idx++) { - cerr << "idx:" << TargetFWIdxs[3*idx-2]<< ","; - cerr << "E:" << TargetFWIdxs[3*idx-1]<< ","; - cerr << "F:" << TargetFWIdxs[3*idx]<< " "; - } - cerr << endl; - cerr << AsString() << endl; - } - fas = firstSourceAligned(1); las = lastSourceAligned(_J-2); - fat = firstTargetAligned(1); lat = lastTargetAligned(_I-2); - if (DEBUG) cerr << "fas=" << fas << ", las=" << las << ", fat=" << fat << ", lat=" << lat << endl; - assert(fas<=las); - assert(fat<=lat); - SetCurrAlVector(); - if (DEBUG) cerr << "end prepare" << endl; - return false; -} - -string Alignment::AsStringSimple() { - ostringstream stream; - for (int j=0; j=0) { - stream << " " << j << "-" << t; - t = targetOf(j,t+1); - } - } - return stream.str(); -}; - - -string Alignment::AsString() { - ostringstream stream; - stream << "J:" << getJ() << " I:" << getI(); - for (int j=0; j=0) { - stream << " " << j << "-" << t; - t = targetOf(j,t+1); - } - } - stream << " TargetSpan:"; - for (int j=0; j=0) { - curr_al.push_back(link(j,i)); - i = targetOf(j,i+1); - } - } -} - -void CountTable::print() const { - cerr << "+++ Model +++" << endl; - for (map::const_iterator iter=model.begin(); iter!=model.end(); iter++) { - cerr << TD::Convert(iter->first) << " "; - for (int i=0; isecond[i] << " "; - cerr << endl; - } - cerr << "+++ Ultimate +++" << endl; - for (int i=0; i* ret) { - ret->clear(); - for (int i=0; i<_J; i++) { - int t = targetOf(i); - while (t>=0) { - ret->push_back(link(i,t)); - t = targetOf(i,t+1); - } - } -} - -int Alignment::GetFWGlobalIdx(int idx, const Lattice& sourcelattice, vector& sources, int spanstart, int spanend, const std::vector& ant_contexts, const map& sfw) { - // get the index of the function word in the lattice - if (DEBUG) cerr << " GetFWGlobalIdx(" << idx << "," << spanstart << "," << spanend << ")" << endl; - int curr = spanstart; int i_ant = 0; - for (int i=1; i and - if (sources[i]<0) { - const int* ants = reinterpret_cast(ant_contexts[i_ant++]); - int antstate = ants[Dwarf::STATE_SIZE-1]; - if (DEBUG) cerr << " found NT[" << target(antstate) << "," << source(antstate) << "]" << endl; - curr += target(antstate)-source(antstate); - } else { - curr++; - } - } - if (DEBUG) cerr << " curr = " << curr << endl; - //compute the fw index - int ret = 1; - for (int i=0; i=spanstart) return curr; - } - } -// assert(0); - return curr; -} - -int Alignment::GetLastFWIdx(int spanstart,int spanend, const Lattice& sourcelattice, const map& sfw) { - if (DEBUG) cerr << " GetLastFWIdx(" << spanstart << "," << spanend << ")" << endl; - int curr=0; - for (int i=0; i& tags, bool pos) { - if (!pos) { - map::const_iterator it = tags.find(original); - if (it!=tags.end()) { - return it->second; - } - } else { - string key,idx; - Dwarf::stripIndex(TD::Convert(original),&key,&idx); - map::const_iterator it = tags.find(TD::Convert(key)); - if (it!=tags.end()) { - ostringstream oss; - oss << TD::Convert(it->second) << "/" << idx; - return TD::Convert(oss.str()); - } - } - return original; -} - -int* Alignment::SOS() { - int* neighbor = new int[4]; - neighbor[0]=0; neighbor[1]=0; - neighbor[2]=0; neighbor[3]=0; - return neighbor; -} - -int* Alignment::EOS() { - int* neighbor = new int[4]; - neighbor[0]=getJ()-1; neighbor[1]=neighbor[0]; - neighbor[2]=getI()-1; neighbor[3]=neighbor[2]; - return neighbor; -} - -int* Alignment::neighborLeft(int startidx, int endidx, bool* getit) { - if (DEBUG) cerr << " neighborLeft("< -#include -#include -#include -#include -#include "wordid.h" -#include "lattice.h" -#include "trule.h" -#include "tdict.h" -#include -#include -#include - -using namespace std; -using namespace std::tr1; -using namespace boost::tuples; -using namespace boost; - -const static bool DEBUG = false; - -class CountTable { -public: - int* ultimate; - map model; - int mode; - int numColumn; - void print() const; - void setup(int _numcolumn, int _mode) { - mode = _mode; numColumn = _numcolumn; - } -}; - -class Alignment { -/* Alignment represents an alignment object in a 2D format to support function word-based models calculation - - A note about model's parameter estimation: - ========================================== - The model is estimated as a two-level Dirichlet process. - For orientation model, the first tier estimation is: - P(o|f,e) where *o* is the orientation value to estimate, *f* is the source function word aligned to *e* - its second tier is: P(o|f), while its third tier is P(o) - For dominance model, the first tier estimation is: - P(d|f1,f2,e1,e2) where *d* is a dominance value to estimate, *f1,f2* are the neighboring function words on the source - aligned to *e1,e2* on the target side - its second tier is: P(d|f1,f2) while its third tier is P(d) - - Taking orientation model as a case in point, a two level estimation proceeds as follow: - P(o|f,e) = c(o,f,e) + alpha { c(o,f) + beta [ c (o) / c(.) ] } - ------------------------------ - c(f) + beta - ------------------------------------------------- - c(f,e) + alpha - where c() is a count function, alpha and beta are the concentration parameter - of the first and second Dirichlet process respectively - To encourage or penalize the use of second and third tier statistics, bo1 and bo2 binary features are introduced -*/ -public: - const static int MAX_WORDS = 200; - const static int MINIMUM_INIT = 1000; - const static int MAXIMUM_INIT = -1000; - const static int MAX_ARITY = 2; - WordID kSOS; - WordID kEOS; - WordID kUNK; - double alpha_oris; // 1st concentration parameter for orientation model - double beta_oris; // 2nd concentration parameter for orientation model - double alpha_orit; // 1st concentration parameter for orientation model - double beta_orit; // 2nd concentration parameter for orientation model - double alpha_doms; // idem as above but for dominance model - double beta_doms; - double alpha_domt; // idem as above but for dominance model - double beta_domt; - - // ACCESS to alignment - void set(int j,int i); // j is the source index, while i is the target index - void reset(int j,int i); // idem as above - inline bool at(int j, int i) { return _matrix[j][i]; }; - inline int getJ() {return _J;}; // max source of the current alignment - inline int getI() {return _I;}; // max target of the current alignment - inline void setI(int I) { _I = I; }; - inline void setJ(int J) { _J = J; }; - inline void setF(vector f) { _f=f;}; - inline void setE(vector e) { _e=e;}; - inline WordID getF(int id) { if (id<0) return TD::Convert(""); if (id>=_f.size()) return TD::Convert(""); return _f[id];}; - inline WordID getE(int id) { if (id<0) return TD::Convert(""); if (id>=_e.size()) return TD::Convert(""); return _e[id];}; - void clearAls(int prevJ=200, int prevI=200); - int sourceOf(int i, int start = -1); - int targetOf(int j, int start = -1); - inline int minSSpan(int i) { return _sSpan[i][0];} - inline int maxSSpan(int i) { return _sSpan[i][1];} - inline int minTSpan(int j) { return _tSpan[j][0];} - inline int maxTSpan(int j) { return _tSpan[j][1];} - static inline int link(int s, int t) { return (s << 16) | t; } - static inline int source(int st) {return st >> 16; } - static inline int target(int st) {return st & 0xffff; } - inline void setAlphaOris(double val) { alpha_oris=val; } - inline void setAlphaOrit(double val) { alpha_orit=val; } - inline void setAlphaDoms(double val) { alpha_doms=val; } - inline void setAlphaDomt(double val) { alpha_domt=val; } - inline void setBetaOris(double val) { beta_oris=val; } - inline void setBetaOrit(double val) { beta_orit=val; } - inline void setBetaDoms(double val) { beta_doms=val; } - inline void setBetaDomt(double val) { beta_domt=val; } - inline void setFreqCutoff(int val) { cout << _freq_cutoff << " to " << val << endl; _freq_cutoff=val; } - string AsString(); - string AsStringSimple(); - int* SOS(); - int* EOS(); - - // Model related function - Alignment(); - // Given the current *rule* and its antecedents, construct an alignment space and mark the function word alignments - // according *sfw* and *tfw* - bool prepare(TRule& rule, const std::vector& ant_contexts, - const map& sfw, const map& tfw, const Lattice& sourcelattice, int spanstart, int spanend); - - // Compute orientation model score which parameters are stored in *table* and pass the values accordingly - // will call Orientation(Source|Target) and ScoreOrientation(Source|Target) - void computeOrientationSource(const CountTable& table, double *cost, double *bonus, double *bo1, - double *bo1_bonus, double *bo2, double *bo2_bonus); - void computeOrientationSourcePos(const CountTable& table, double *cost, double *bonus, - double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, int maxfwidx, int maxdepth1, int maxdepth2); - void computeOrientationSourceGen(const CountTable& table, double *cost, double *bonus, double *bo1, - double *bo1_bonus, double *bo2, double *bo2_bonus, const map& tags); - void computeOrientationSourceBackward(const CountTable& table, double *cost, double *bonus, double *bo1, - double *bo1_bonus, double *bo2, double *bo2_bonus); - void computeOrientationSourceBackwardPos(const CountTable& table, double *cost, double *bonus, double *bo1, - double *bo1_bonus, double *bo2, double *bo2_bonus, int maxfwidx, int maxdepth1, int maxdepth2); - void computeOrientationTarget(const CountTable& table, double *cost, double *bonus, double *bo1, - double *bo1_bonus, double *bo2, double *bo2_bonus); - void computeOrientationTargetBackward(const CountTable& table, double *cost, double *bonus, double *bo1, - double *bo1_bonus, double *bo2, double *bo2_bonus); - // Get the orientation value of a function word at a particular index *fw* - // assign the value to either *oril* or *orir* accoring to *Lcompute* and *Rcompute* - void OrientationSource(int fw, int*oril, int* orir, bool Lcompute=true, bool Rcompute=true); - void OrientationSource(int fw0, int fw1, int*oril, int* orir, bool Lcompute=true, bool Rcompute=true); - int OrientationSource(int* left, int* right); - void OrientationTarget(int fw, int*oril, int* orir, bool Lcompute=true, bool Rcompute=true); - void OrientationTarget(int fw0, int fw1, int*oril, int* orir, bool Lcompute=true, bool Rcompute=true); - - vector OrientationSourceLeft4Sampler(int fw0, int fw1); - vector OrientationSourceLeft4Sampler(int fw); - vector OrientationSourceRight4Sampler(int fw0, int fw1); - vector OrientationSourceRight4Sampler(int fw); - vector OrientationTargetLeft4Sampler(int fw0, int fw1); - vector OrientationTargetLeft4Sampler(int fw); - vector OrientationTargetRight4Sampler(int fw0, int fw1); - vector OrientationTargetRight4Sampler(int fw); - - // Given an orientation value *ori*, estimate the score accoding to *cond1*, *cond2* - // and assign the value accordingly according to *isBonus* and whether the first or the second tier estimation - // is used or not - void ScoreOrientationRight(const CountTable& table, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, - double *bo2, double *bo2_bonus, double alpha1, double beta1); - void ScoreOrientationLeft(const CountTable& table, int ori, WordID cond1, WordID cond, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, - double *bo2, double *bo2_bonus, double alpha1, double beta1); - double ScoreOrientationRight(const CountTable& table, int ori, WordID cond1, WordID cond2); - double ScoreOrientationLeft(const CountTable& table, int ori, WordID cond1, WordID cond); - void ScoreOrientationRightBackward(const CountTable& table, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, - double *bo2, double *bo2_bonus, double alpha1, double beta1); - void ScoreOrientationLeftBackward(const CountTable& table, int ori, WordID cond1, WordID cond, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, - double *bo2, double *bo2_bonus, double alpha1, double beta1); - double ScoreOrientationRightBackward(const CountTable& table, int ori, WordID cond1, WordID cond2); - double ScoreOrientationLeftBackward(const CountTable& table, int ori, WordID cond1, WordID cond); - void ScoreOrientation(const CountTable& table, int offset, int ori, WordID cond1, WordID cond2, - bool isBonus, double *cost, double *bonus, double *bo1, double *bo1_bonus, - double *bo2, double *bo2_bonus, double alpha1, double beta1); - double ScoreOrientation(const CountTable& table, int offset, int ori, WordID cond1, WordID cond2); - - // idem as above except these are for dominance model - void computeDominanceSource(const CountTable& table, WordID lfw, WordID rfw, double *cost, double *bonus, - double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus); - void computeDominanceSourcePos(const CountTable& table, WordID lfw, WordID rfw, double *cost, double *bonus, - double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus, int maxfwidx, int maxdepth1, int maxdepth2); - void computeDominanceTarget(const CountTable& table, WordID lfw, WordID rfw, double *cost, double *bonus, - double *bo1, double *bo1_bonus, double *bo2, double *bo2_bonus); - void computeBorderDominanceSource(const CountTable& table, double *cost, double *bonus, - double *state_mono, double *state_nonmono, - TRule &rule, const std::vector& ant_contexts, const map& sfw); - int DominanceSource(int fw1, int fw2); - int DominanceTarget(int fw1, int fw2); - vector DominanceSource4Sampler(int fw1, int fw2); - vector DominanceTarget4Sampler(int fw1, int fw2); - void ScoreDominance(const CountTable& table, int dom, WordID s1, WordID s2, WordID t1, WordID t2, - double *cost, double *bo1, double *bo2, bool isBonus, double alpha2, double beta2); - double ScoreDominance(const CountTable& table, int dom, WordID s1, WordID s2, WordID t1, WordID t2); - - // Remove all function word alignments except those at the borders - // May result in more than two function word alignments at each side, because this function - // will continue keeping function word alignments until the first aligned word at each side - void BorderingSFWsOnly(); - void BorderingTFWsOnly(); - void simplify(int *ret); // preparing the next state - void simplify_nofw(int *ret); // preparing the next state when no function word appears - // set the first part of the next state, which concerns with function word - // fas, las, fat, lat is the (f)irst or (l)ast function word alignments either on the (s)ource or (t)arget - // these parameters to anticipate cases where there are more than two function word alignments - void FillFWIdxsState(int *state, int fas, int las, int fat, int lat); - - // Helper function to obtain the aligned words on the other side - // WARNING!!! Only to be used if the als are in sync with either source or target sentences - WordID F2EProjectionFromExternal(int idx, const vector& als, const string& delimiter=" "); - WordID E2FProjectionFromExternal(int idx, const vector& als, const string& delimiter=" "); - // WARNING!!! Only to be used in dwarf_main.cc - // These two function words assume that the alignment contains phrase boundary - // but the source and target sentences do not - WordID F2EProjection(int idx, const string& delimiter=" "); - WordID E2FProjection(int idx, const string& delimiter=" "); - void SetCurrAlVector(); - int* blockSource(int fw1, int fw2); - int* blockTarget(int fw1, int fw2); - void ToArrayInt(vector* arr); - int* neighborLeft(int startidx, int endidx, bool* found); - int* neighborRight(int startidx, int endidx, bool* found); -private: - // Hash to avoid redundancy - unordered_map, int, boost::hash > > oris_hash; - unordered_map, int, boost::hash > > orit_hash; - unordered_map, int, boost::hash > > doms_hash; - unordered_map, int, boost::hash > > domt_hash; - unordered_map, vector, boost::hash > > simplify_hash; - unordered_map, vector, boost::hash > > prepare_hash; - - int _J; // effective source length; - int _I; // effective target length; - bool _matrix[MAX_WORDS][MAX_WORDS]; // true if aligned - short _sSpan[MAX_WORDS][2]; //the source span of a target index; 0->min, 1->max - short _tSpan[MAX_WORDS][2]; //the target span of a source index; 0->min, 2->max - int _freq_cutoff; - int SourceFWRuleIdxs[40]; //the indexes of function words in the rule; - // The following applies to all *FW*Idxs - // *FW*Idxs[0] = size - // *FW*Idxs[idx*3-2] = index in the alignment, where idx starts from 1 to size - // *FW*Idxs[idx*3-1] = source WordID - // *FW*Idxs[idx*3] = target WordID - int SourceFWRuleAbsIdxs[40]; - int TargetFWRuleIdxs[40]; //the indexes of function words in the rule; zeroth element is the count - int ** SourceFWAntsIdxs; //the indexes of function words in antecedents - int ** SourceFWAntsAbsIdxs; - int ** TargetFWAntsIdxs; //the indexes of function words in antecedents - int SourceRuleIdxs[40]; //the indexes of SOURCE tokens (zeroth element is the number of source tokens) - //>0 means terminal, -i means the i-th Xs - int TargetRuleIdxs[40]; //the indexes of TARGET tokens (zeroth element is the number of target tokens) - int ** SourceAntsIdxs; //the array of indexes of a particular antecedent's SOURCE tokens - int ** TargetAntsIdxs; //the array of indexes of a particular antecedent's TARGET tokens - int SourceFWIdxs[40]; - int SourceFWAbsIdxs[40]; - int TargetFWIdxs[40]; - // *sort* and *quickSort* are used to sort *FW*Idxs - void sort(int* num); - void quickSort(int arr[], int top, int bottom); - - // *block(Source|Target)* finds the minimum block that containts two indexes (fw1 and fw2) - inline int least(int i1, int i2) { return (i1i2)?i1:i2; } - void simplifyBackward(vector*blocks, int* block, const vector& danglings); - // used in simplify to check whether an atomic block according to source function words is also atomic according - // to target function words as well, otherwise break it - // the resulting blocks are added into *blocks* - int _Arity; - std::vector _f; // the source sentence of the **current** rule (may not consistent with the current alignment) - std::vector _e; // the target sentence of the **current** rule - int RuleAl[40]; - int **AntsAl; - int firstSourceAligned(int start); - int firstTargetAligned(int start); - int lastSourceAligned(int end); - int lastTargetAligned(int end); - int fas, las, fat, lat; // first aligned source, last aligned source, first aligned target, last aligned target - bool MemberOf(int* FWIdxs, int pos1, int pos2); // whether FWIdxs contains pos1 and pos2 consecutively - // Convert the alignment to vector form, will be used for hashing purposes - vector curr_al; - int GetFWGlobalIdx(int idx, const Lattice& sourcelattice, vector& sources, int spanstart, int spanend, const std::vector& ant_contexts, const map& sfw); - int GetFirstFWIdx(int spanstart,int spanend, const Lattice& sourcelattice, const map& sfw); - int GetLastFWIdx(int spanstart,int spanend, const Lattice& sourcelattice, const map& sfw); - WordID generalize(WordID original, const map& tags, bool pos=false); -}; - -#endif diff --git a/decoder/earley_composer.cc b/decoder/earley_composer.cc index efce70a6..32c387d3 100644 --- a/decoder/earley_composer.cc +++ b/decoder/earley_composer.cc @@ -4,8 +4,14 @@ #include #include #include -#include -#include +#ifdef HAVE_CXX11 +# include +# include +#else +# include +# include +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_multiset; using std::tr1::unordered_set; } +#endif #include #include @@ -19,7 +25,6 @@ #include "hg_remove_eps.h" using namespace std; -using namespace std::tr1; // Define the following macro if you want to see lots of debugging output // when you run the chart parser diff --git a/decoder/factored_lexicon_helper.cc b/decoder/factored_lexicon_helper.cc index 7203b325..e7899215 100644 --- a/decoder/factored_lexicon_helper.cc +++ b/decoder/factored_lexicon_helper.cc @@ -2,6 +2,7 @@ #include "filelib.h" #include "stringlib.h" +#include "sentence_metadata.h" using namespace std; diff --git a/decoder/factored_lexicon_helper.h b/decoder/factored_lexicon_helper.h index 81c75275..7fedc517 100644 --- a/decoder/factored_lexicon_helper.h +++ b/decoder/factored_lexicon_helper.h @@ -6,7 +6,8 @@ #include #include #include "tdict.h" -#include "sentence_metadata.h" + +struct SentenceMetadata; // when computing features, it can be advantageous to: // 1) back off to less specific forms (e.g., less highly inflected forms, POS tags, etc) diff --git a/decoder/ff_dwarf.cc b/decoder/ff_dwarf.cc deleted file mode 100644 index fe7a472e..00000000 --- a/decoder/ff_dwarf.cc +++ /dev/null @@ -1,894 +0,0 @@ -#include -#include -#include -#include -#include -#include -#include "hg.h" -#include "ff_dwarf.h" -#include "dwarf.h" -#include "wordid.h" -#include "tdict.h" -#include "filelib.h" -#include "sentence_metadata.h" -#include "stringlib.h" - -using namespace std; - -Dwarf::Dwarf(const std::string& param) { -/* Param is a space separated string which contains any or all of the following: - oris|orit|doms|domt=filename - e.g. oris=/fs/clip-galep3eval/hendra/z2e/oris128.gz -*/ - sSOS=""; - sEOS=""; - kSOS=TD::Convert(sSOS); - kEOS=TD::Convert(sEOS); - kGOAL=TD::Convert("S")*-1; - _sent_id = (int *)malloc(sizeof(int)); - *_sent_id = -1; - if (DEBUG) cerr << "here = " << *_sent_id << endl; - _fwcount = (int *)malloc(sizeof(int)); - *_fwcount = -1; - cerr << "initializing dwarf" << endl; - flag_oris=false; flag_orit=false; flag_doms=false; flag_domt=false; flag_tfw_count=false; - flag_bdoms=false; flag_porislr=false, flag_porisrl=false, flag_goris=false; flag_pgorislr=false, flag_pgorisrl=false; - flag_pdomslr=false; flag_pdomsrl=false; flag_pgdomslr=false; flag_pgdomsrl=false; flag_gdoms=false; - flag_oris_backward=false; flag_orit_backward=false; - explicit_soseos=false; - SetStateSize(STATE_SIZE*sizeof(int)); - als = new Alignment(); - als->clearAls(Alignment::MAX_WORDS,Alignment::MAX_WORDS); - istringstream iss(param); string w; - while(iss >> w) { - int equal = w.find_first_of("="); - if (equal!=string::npos) { - string model = w.substr(0,equal); - vector params; - Tokenize(w.substr(equal+1),',',¶ms); - string fn = params[0]; - if (model == "minfreq") { - cerr << "model minfreq " << fn << endl; - als->setFreqCutoff(atoi(fn.c_str())); - } else if (model == "oris") { - flag_oris = readOrientation(&toris,fn,&sfw); - if (flag_oris) { - oris_ = FD::Convert("OrientationSource"); - //oris_bo1_ = FD::Convert("OrientationSource_BO1"); - //oris_bo2_ = FD::Convert("OrientationSource_BO2"); - } - if (params.size()>1) als->setAlphaOris(atof(params[1].c_str())); - if (params.size()>2) als->setBetaOris(atof(params[2].c_str())); - } else if (model == "porislr") { - flag_porislr = readOrientation(&tporislr,fn,&sfw,true); - poris_nlr = 0; - if (flag_porislr) { - porislr_ = FD::Convert("OrientationSourcePositionfulLeftRight"); - } - if (params.size()>1) poris_nlr = atoi(params[1].c_str()); - if (DEBUG) cerr << " maximum poris depth=" << poris_nlr << endl; - } else if (model == "porisrl") { - flag_porisrl = readOrientation(&tporisrl,fn,&sfw,true); - poris_nrl = 0; - if (flag_porisrl) { - porisrl_ = FD::Convert("OrientationSourcePositionfulRightLeft"); - } - if (params.size()>1) poris_nrl = atoi(params[1].c_str()); - if (DEBUG) cerr << " maximum poris depth=" << poris_nrl << endl; - } else if (model=="goris") { - flag_goris = readOrientation(&tgoris,fn,&sfw); - if (flag_goris) { - goris_ = FD::Convert("OrientationSourceGeneralized"); - } - if (params.size()>1) { - readTags(params[1],&tags); - generalizeOrientation(&tgoris,tags); - } - } else if (model=="pgorislr") { - flag_pgorislr = readOrientation(&tpgorislr,fn,&sfw,true); - pgoris_nlr = 0; - if (flag_pgorislr) { - pgorislr_ = FD::Convert("OrientationSourceGeneralizedPositionfulLeftRight"); - } - if (DEBUG) { - cerr << "BEFORE GENERALIZATION" << endl; - tpgorislr.print(); - } - if (params.size()>1) pgoris_nlr = atoi(params[1].c_str()); - if (params.size()>2) { - readTags(params[2],&tags); - generalizeOrientation(&tpgorislr,tags,true); - } - if (DEBUG) { - cerr << "AFTER GENERALIZATION" << endl; - tpgorislr.print(); - } - } else if (model=="pgorisrl") { - flag_pgorisrl = readOrientation(&tpgorisrl,fn,&sfw,true); - pgoris_nrl = 0; - if (flag_pgorisrl) { - pgorisrl_ = FD::Convert("OrientationSourceGeneralizedPositionfulLeftRight"); - } - if (params.size()>1) pgoris_nrl = atoi(params[1].c_str()); - if (params.size()>2) { - readTags(params[2],&tags); - generalizeOrientation(&tpgorisrl,tags,true); - } - } else if (model == "oris_backward") { - flag_oris_backward = true; - if (!flag_oris) readOrientation(&toris,fn,&sfw); - oris_backward_ = FD::Convert("OrientationSourceBackward"); - if (params.size()>1) als->setAlphaOris(atof(params[1].c_str())); - if (params.size()>2) als->setBetaOris(atof(params[2].c_str())); - } else if (model == "orit") { - flag_orit = readOrientation(&torit,fn,&tfw); - if (flag_orit) { - orit_ = FD::Convert("OrientationTarget"); - //orit_bo1_ = FD::Convert("OrientationTarget_BO1"); - //orit_bo2_ = FD::Convert("OrientationTarget_BO2"); - } - if (params.size()>1) als->setAlphaOrit(atof(params[1].c_str())); - if (params.size()>2) als->setBetaOrit(atof(params[2].c_str())); - } else if (model == "orit_backward") { - flag_orit_backward = true; - if (!flag_orit) readOrientation(&torit,fn,&tfw); - orit_backward_ = FD::Convert("OrientationTargetBackward"); - if (params.size()>1) als->setAlphaOrit(atof(params[1].c_str())); - if (params.size()>2) als->setBetaOrit(atof(params[2].c_str())); - } else if (model == "doms") { - flag_doms = readDominance(&tdoms,fn,&sfw); - if (flag_doms) { - doms_ = FD::Convert("DominanceSource"); - //doms_bo1_ = FD::Convert("DominanceSource_BO1"); - //doms_bo2_ = FD::Convert("DominanceSource_BO2"); - } - if (params.size()>1) als->setAlphaDoms(atof(params[1].c_str())); - if (params.size()>2) als->setBetaDoms(atof(params[2].c_str())); - } else if (model == "pdomsrl") { - flag_pdomsrl = readDominance(&tpdomsrl,fn,&sfw,true); - if (flag_pdomsrl) { - pdomsrl_ = FD::Convert("DominanceSourcePositionfulRightLeft"); - } - if (params.size()>1) pdoms_nrl = atoi(params[1].c_str()); - } else if (model == "pdomslr") { - flag_pdomslr = readDominance(&tpdomslr,fn,&sfw,true); - tpdomslr.print(); - if (flag_pdomslr) { - pdomslr_ = FD::Convert("DominanceSourcePositionfulLeftRight"); - } - if (params.size()>1) pdoms_nlr = atoi(params[1].c_str()); - } else if (model == "pgdomsrl") { - flag_pgdomsrl = readDominance(&tpgdomsrl,fn,&sfw,true); - if (flag_pgdomsrl) { - pgdomsrl_ = FD::Convert("DominanceSourceGeneralizedPositionfulRightLeft"); - } - if (params.size()>1) pgdoms_nrl = atoi(params[1].c_str()); - if (params.size()>2) { - readTags(params[2],&tags); - generalizeDominance(&tpgdomsrl,tags,true); - } - } else if (model == "pgdomslr") { - flag_pgdomslr = readDominance(&tpgdomslr,fn,&sfw,true); - if (flag_pgdomslr) { - pgdomslr_ = FD::Convert("DominanceSourceGeneralizedPositionfulLeftRight"); - } - if (params.size()>1) pgdoms_nlr = atoi(params[1].c_str()); - if (params.size()>2) { - readTags(params[2],&tags); - if (DEBUG) { - for (map::const_iterator it=tags.begin(); it!=tags.end(); it++) { - cerr << "tags = " << TD::Convert(it->first) << ", " << TD::Convert(it->second) << endl; - } - } - generalizeDominance(&tpgdomslr,tags,true); - } - if (DEBUG) tpgdomslr.print(); - } else if (model == "bdoms") { - flag_bdoms = readDominance(&tbdoms,fn,&sfw); - if (flag_bdoms) { - bdoms_ = FD::Convert("BorderDominanceSource"); - } - } else if (model == "domt") { - flag_domt = readDominance(&tdomt,fn,&tfw); - if (flag_domt) { - domt_ = FD::Convert("DominanceTarget"); - //domt_bo1_ = FD::Convert("DominanceTarget_BO1"); - //domt_bo2_ = FD::Convert("DominanceTarget_BO2"); - } - if (params.size()>1) als->setAlphaDomt(atof(params[1].c_str())); - if (params.size()>2) als->setBetaDomt(atof(params[2].c_str())); - } else if (model== "tfw_count") { - flag_tfw_count = readList(fn,&tfw); - tfw_count_ = FD::Convert("TargetFunctionWordsCount"); - } else { - cerr << "DWARF doesn't understand this model: " << model << endl; - } - } else { - if (w=="tfw_count") { - flag_tfw_count = true; - tfw_count_ = FD::Convert("TargetFunctionWordsCount"); - } else if (w=="oris_backward") { - flag_oris_backward = true; - oris_backward_ = FD::Convert("OrientationSourceBackward"); - } else if (w=="orit_backward") { - flag_orit_backward = true; - orit_backward_ = FD::Convert("OrientationTargetBackward"); - } else if (w=="explicit_soseos") { - explicit_soseos=true; - } else { - cerr << "DWARF doesn't need this param: " << param << endl; - } - } - } - for (map::const_iterator it=sfw.begin(); it!=sfw.end() && DEBUG; it++) { - cerr << " FW:" << TD::Convert(it->first) << endl; - } -} - -void Dwarf::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const { - if (DEBUG) cerr << "TraversalFeaturesImpl" << endl; - double cost, bonus, bo1, bo2, bo1_bonus, bo2_bonus; - double bdoms_state_mono= 0; double bdoms_state_nonmono = 0; - TRule r = *edge.rule_; - if (DEBUG) cerr << " sent_id=" << *_sent_id << ", " << smeta.GetSentenceID() << endl; - if (DEBUG) cerr << "rule = " << r.AsString() << endl; - if (DEBUG) cerr << "rule[i,j] = " << edge.i_ << "," << edge.j_ << endl; - if (*_sent_id != smeta.GetSentenceID()) { //new sentence - *_sent_id = smeta.GetSentenceID(); - const Lattice l = smeta.GetSourceLattice(); - *_fwcount=0; - for (int i=0; icomputeDominanceSource(tdoms,_lfw,_rfw,&cost,&bonus, - &bo1,&bo1_bonus,&bo2,&bo2_bonus); - if (DEBUG) cerr << " COST=" << cost << ", BONUS=" << bonus << endl; - if (isFinal&&!explicit_soseos) { - cost += bonus; - if (DEBUG) cerr << " final and !explicit_soseos, thus cost = " << cost << endl; - bonus = 0; - } - features->set_value(doms_,cost); - estimated_features->set_value(doms_,bonus); - } - if (flag_pdomslr) { - if (DEBUG) cerr << " flag_pdomslr true, nofw=" << nofw << endl; - if (DEBUG) cerr << " lfw=" << _lfw << ", rfw=" << _rfw << endl; - if (DEBUG) cerr << " kSOS=" << kSOS << ", kEOS=" << kEOS << endl; - cost=0; bonus=0; bo1=0; bo2=0; bo1_bonus=0; bo2_bonus=0; - if (!nofw) als->computeDominanceSourcePos(tpdomslr,_lfw,_rfw,&cost,&bonus, - &bo1,&bo1_bonus,&bo2,&bo2_bonus,*_fwcount,pdoms_nlr,0); - if (isFinal&&!explicit_soseos) { - cost += bonus; - bonus = 0; - } - features->set_value(pdomslr_,cost); - estimated_features->set_value(pdomslr_,bonus); - } - if (flag_pdomsrl) { - cost=0; bonus=0; bo1=0; bo2=0; bo1_bonus=0; bo2_bonus=0; - if (!nofw) als->computeDominanceSourcePos(tpdomsrl,_lfw,_rfw,&cost,&bonus, - &bo1,&bo1_bonus,&bo2,&bo2_bonus,*_fwcount,0,pdoms_nrl); - if (isFinal&&!explicit_soseos) { - cost += bonus; - bonus = 0; - } - features->set_value(pdomsrl_,cost); - estimated_features->set_value(pdomsrl_,bonus); - } - if (flag_pgdomslr) { - cost=0; bonus=0; bo1=0; bo2=0; bo1_bonus=0; bo2_bonus=0; - if (!nofw) als->computeDominanceSourcePos(tpgdomslr,_lfw,_rfw,&cost,&bonus, - &bo1,&bo1_bonus,&bo2,&bo2_bonus,*_fwcount,pgdoms_nlr,0); - if (isFinal&&!explicit_soseos) { - cost += bonus; - bonus = 0; - } - features->set_value(pgdomslr_,cost); - estimated_features->set_value(pgdomslr_,bonus); - } - if (flag_pgdomsrl) { cost=0; bonus=0; bo1=0; bo2=0; bo1_bonus=0; bo2_bonus=0; - if (!nofw) als->computeDominanceSourcePos(tpgdomsrl,_lfw,_rfw,&cost,&bonus, - &bo1,&bo1_bonus,&bo2,&bo2_bonus,*_fwcount,0,pgdoms_nrl); - if (isFinal&&!explicit_soseos) { - cost += bonus; - bonus = 0; - } - features->set_value(pgdomsrl_,cost); - estimated_features->set_value(pgdomsrl_,bonus); - } - - - if (flag_bdoms) { - cost=0; bonus=0; bdoms_state_mono=0; bdoms_state_nonmono=0; - if (!nofw) - als->computeBorderDominanceSource(tbdoms,&cost,&bonus, - &bdoms_state_mono, &bdoms_state_nonmono,*edge.rule_, ant_contexts, sfw); - features->set_value(bdoms_,cost); - estimated_features->set_value(bdoms_,bonus); - } - if (flag_orit) { - cost=0; bonus=0; bo1=0; bo2=0; bo1_bonus=0; bo2_bonus=0; - if (!nofw) als->computeOrientationTarget(torit,&cost,&bonus,&bo1,&bo1_bonus,&bo2,&bo2_bonus); - if (DEBUG) cerr << "cost=" << cost << ", bonus=" << bonus << ", bo1=" << bo1 << ", bo1_bonus=" << bo1_bonus << ", bo2=" << bo2 << ", bo2_bonus=" << bo2_bonus << endl; - features->set_value(orit_,cost); - //features->set_value(orit_bo1_,bo1); - //features->set_value(orit_bo2_,bo2); - estimated_features->set_value(orit_,bonus); - //estimated_features->set_value(orit_bo1_,bo1_bonus); - //estimated_features->set_value(orit_bo2_,bo2_bonus); - } - if (flag_orit_backward) { - cost=0; bonus=0; - if (!nofw) als->computeOrientationTargetBackward(torit,&cost,&bonus,&bo1,&bo1_bonus,&bo2,&bo2_bonus); - features->set_value(orit_backward_,cost); - estimated_features->set_value(orit_backward_,bonus); - } - if (flag_domt) { - cost=0; bonus=0; bo1=0; bo2=0; bo1_bonus=0; bo2_bonus=0; - WordID _lfw=-1; int start = edge.i_; - WordID _rfw=-1; int end = edge.j_; - if (smeta.HasReference()) { - const Lattice l = smeta.GetReference(); - for (int idx=start-1; idx>=0; idx--) { - if (l.size()>0) - if (tfw.find(l[idx][0].label) !=tfw.end()) { - _lfw=l[idx][0].label; break; - } - } - for (int idx=end; idx0) - if (tfw.find(l[idx][0].label)!=tfw.end()) { - _rfw=l[idx][0].label; break; - } - } - } - //neighboringFWs(smeta.GetReference(),edge.i_,edge.j_,tfw,&_lfw,&_rfw); - if (!nofw) als->computeDominanceTarget(tdomt,_lfw,_rfw,&cost,&bonus, - &bo1,&bo1_bonus,&bo2,&bo2_bonus); - features->set_value(domt_,cost); - //features->set_value(domt_bo1_,bo1); - //features->set_value(domt_bo2_,bo2); - estimated_features->set_value(domt_,bonus); - //estimated_features->set_value(domt_bo1_,bo1_bonus); - //estimated_features->set_value(domt_bo2_,bo2_bonus); - } - int* vcontext = reinterpret_cast(context); - if (!nofw) { - als->BorderingSFWsOnly(); - als->BorderingTFWsOnly(); - als->simplify(vcontext); - } else { - als->simplify_nofw(vcontext); - } - vcontext[50] = DoubleToInteger(bdoms_state_mono); - vcontext[51] = DoubleToInteger(bdoms_state_nonmono); - vcontext[STATE_SIZE-1] = Alignment::link(edge.i_,edge.j_); - if (DEBUG) { - cerr << "state@traverse = "; - for (int idx=0; idxsetup(24,pos); - table->ultimate = new int[24]; - for (int i=0; i<24; i++) table->ultimate[i]=0; - ostringstream oss; - while (in) { - string line; - getline(in,line); - if (line=="") break; - istringstream tokenizer(line); - string sourceidx, source, target, word; - tokenizer >> source >> target; - if (pos) { - sourceidx = source; - source = sourceidx.substr(0,sourceidx.find_last_of("/")); - } - if (fw->find(TD::Convert(source))==fw->end()) fw->insert(pair(TD::Convert(source),1)); - - - int* element = new int[24]; - element[5] = 0; - for (int i=0; i<5; i++) { - element[i] = 0; - if (tokenizer >> word) element[i] = atoi(word.c_str()); - element[5] += element[i]; - } - element[11] = 0; - for (int i=6; i<11; i++) { - element[i] = 0; - if (tokenizer >> word) element[i] = atoi(word.c_str()); - element[11] += element[i]; - } - element[17] = 0; - for (int i=12; i<17; i++) { - element[i] = 0; - if (tokenizer >> word) element[i] = atoi(word.c_str()); - element[17] += element[i]; - } - element[23] = 0; - for (int i=18; i<23; i++) { - element[i] = 0; - if (tokenizer >> word) element[i] = atoi(word.c_str()); - element[23] += element[i]; - } - for (int i=0; i<24; i++) table->ultimate[i] += element[i]; - oss << source << " " << target; - WordID key_id = TD::Convert(oss.str()); - oss.str(""); - if (table->model.find(key_id)!=table->model.end()) { - for (int i=0; i<24; i++) table->model[key_id][i]+=element[i]; - } else { - int* el2 = new int[24]; - for (int i=0; i<24; i++) el2[i] = element[i]; - table->model.insert(pair(key_id,el2)); - } - - oss << source; - key_id = TD::Convert(oss.str()); - oss.str(""); - if (table->model.find(key_id)!=table->model.end()) { - for (int i=0; i<24; i++) table->model[key_id][i]+=element[i]; - } else { - int* el2 = new int[24]; - for (int i=0; i<24; i++) el2[i] = element[i]; - table->model.insert(pair(key_id,el2)); - } - - if (pos) { - oss << sourceidx << " " << target; - key_id = TD::Convert(oss.str()); - oss.str(""); - if (table->model.find(key_id)!=table->model.end()) { - for (int i=0; i<24; i++) table->model[key_id][i]+=element[i]; - } else { - int* el2 = new int[24]; - for (int i=0; i<24; i++) el2[i] = element[i]; - table->model.insert(pair(key_id,el2)); - } - } - delete[] element; - } - return true; -} - -bool Dwarf::readList(const std::string& filename, std::map* fw) { - ReadFile rf(filename); - istream& in = *rf.stream(); - while (in) { - string word; - getline(in,word); - if (fw->find(TD::Convert(word))==fw->end()) fw->insert(pair(TD::Convert(word),1)); - } - return true; -} - -bool Dwarf::readDominance(CountTable* table, const std::string& filename, std::map* fw, bool pos) { - // the input format is - // source1 source2 target1 target2 0 1 2 3 - // 0 -> dontcase 1->leftfirst 2->rightfirst 3->neither - if (DEBUG) cerr << "readDominance(" << filename << ",pos="<< pos << ")" << endl; - ReadFile rf(filename); - istream& in = *rf.stream(); - table->ultimate = new int[5]; - table->setup(5,pos); - for (int i=0; i<5; i++) table->ultimate[i]=0; - while (in) { - string line, word; - getline(in,line); - if (line=="") break; - string source1idx, source2idx, target1, target2, source1, source2; - ostringstream oss; - WordID key_id; - istringstream tokenizer(line); - tokenizer >> source1 >> source2 >> target1 >> target2; - if (pos) { - source1idx = source1; - source2idx = source2; - source1 = source1idx.substr(0,source1idx.find_last_of("/")); - source2 = source2idx.substr(0,source2idx.find_last_of("/")); - } - if (fw->find(TD::Convert(source1))==fw->end()) fw->insert(pair(TD::Convert(source1),1)); - if (fw->find(TD::Convert(source2))==fw->end()) fw->insert(pair(TD::Convert(source2),1)); - - int* element = new int[5]; - element[4]=0; - for (int i=0; i<4; i++) { - element[i] = 0; - if (tokenizer >> word) element[i] = atoi(word.c_str()); - element[4]+=element[i]; - } - for (int i=0; i<5; i++) table->ultimate[i] += element[i]; - - oss << source1 << " " << source2 << " " << target1 << " " << target2; - key_id = TD::Convert(oss.str()); - oss.str(""); - if (table->model.find(key_id)!=table->model.end()) { - for (int i=0; i<5; i++) table->model[key_id][i]+=element[i]; - } else { - int* el2 = new int[5]; - for (int i=0; i<5; i++) el2[i]=element[i]; - table->model.insert(pair(key_id,el2)); - } - - oss << source1 << " " << source2; - key_id = TD::Convert(oss.str()); - oss.str(""); - if (table->model.find(key_id)!=table->model.end()) { - for (int i=0; i<5; i++) table->model[key_id][i]+=element[i]; - } else { - int* el2 = new int[5]; - for (int i=0; i<5; i++) el2[i]=element[i]; - table->model.insert(pair(key_id,el2)); - } - - if (pos) { - oss << source1idx << " " << source2idx << " " << target1 << " " << target2; - key_id = TD::Convert(oss.str()); - oss.str(""); - if (table->model.find(key_id)!=table->model.end()) { - for (int i=0; i<5; i++) table->model[key_id][i]+=element[i]; - } else { - int* el2 = new int[5]; - for (int i=0; i<5; i++) el2[i]=element[i]; - table->model.insert(pair(key_id,el2)); - } - } - delete element; - } - - return true; -} - -bool Dwarf::readTags(const std::string& filename, std::map* tags) { - ReadFile rf(filename); - istream& in = *rf.stream(); - while(in) { - string line, word, tag; - getline(in,line); - if (line=="") break; - istringstream tokenizer(line); - tokenizer >> tag >> word; - tags->insert(pair(TD::Convert(word),TD::Convert(tag))); - } - return true; -} - -bool Dwarf::generalizeOrientation(CountTable* table, const std::map& tags, bool pos) { - map generalized; - for (map::iterator it=table->model.begin(); it!=table->model.end(); it++) { - string source, target; - istringstream tokenizer(TD::Convert(it->first)); - tokenizer >> source >> target; - string idx = ""; - if (pos) { - int found = source.find_last_of("/"); - if (found!=string::npos && found>0) { - idx = source.substr(found+1); - source = source.substr(0,found); - } - } - map::const_iterator tags_iter = tags.find(TD::Convert(source)); - if (tags_iter!=tags.end()) { - ostringstream genkey; - genkey << TD::Convert(tags_iter->second); - if (idx!="") genkey << "/" << idx; - if (target!="") genkey << " " << target; - int* model; - if (generalized.find(genkey.str())!=generalized.end()) { - model = generalized[genkey.str()]; - for (int i=0; i<24; i++) model[i] += it->second[i]; - } else { - int* el = new int[24]; - for (int i=0; i<24; i++) el[i] = it->second[i]; - generalized.insert(pair(genkey.str(),el)); - } - } - } - for (map::iterator it=table->model.begin(); it!=table->model.end(); it++) { - string source, target; - istringstream tokenizer(TD::Convert(it->first)); - tokenizer >> source >> target; - string idx = ""; - if (pos) { - int found = source.find_last_of("/"); - if (found!=string::npos && found>0) { - idx = source.substr(found+1); - source = source.substr(0,found); - } - } - map::const_iterator tags_iter = tags.find(TD::Convert(source)); - if (tags_iter!=tags.end()) { - ostringstream genkey; - genkey << TD::Convert(tags_iter->second); - if (idx!="") genkey << "/" << idx; - if (target!="") genkey << " " << target; - if (generalized.find(genkey.str())!=generalized.end()) { - delete it->second; - it->second = generalized[genkey.str()]; - } - } - } - return false; // no idea if this is right -} - - - -bool Dwarf::generalizeDominance(CountTable* table, const std::map& tags, bool pos) { - map generalized; - ostringstream oss; - for (map::iterator it=table->model.begin(); it!=table->model.end(); it++) { - string source1, source2, target1, target2; - string idx1 = ""; string idx2 = ""; - istringstream tokenizer(TD::Convert(it->first)); - tokenizer >> source1 >> source2 >> target1 >> target2; - if (DEBUG) cerr << "source1=|" << source1 << "|, source2=|" << source2 << "|, target1=|" << target1 << "|, target2=|" << target2 << "|" << endl; - if (pos) { - int found1 = source1.find_last_of("/"); - int found2 = source2.find_last_of("/"); - if (found1!=string::npos && found2!=string::npos && found1>0 && found2>0) { - idx1 = source1.substr(found1+1); - source1 = source1.substr(0,found1); - idx2 = source2.substr(found2+1); - source2 = source2.substr(0,found2); - } - } - if (DEBUG) - cerr << "[U]source1='" << source1 << "', idx1='"<< idx1 << "', source2='" << source2 << "', idx2='"<< idx2 << "', target1='" << target1 << "', target2='" << target2 << "'" << endl; - map::const_iterator tags_iter1 = tags.find(TD::Convert(source1)); - map::const_iterator tags_iter2 = tags.find(TD::Convert(source2)); - if (tags_iter1!=tags.end()) - source1 = TD::Convert(tags_iter1->second); - oss << source1; - if (idx1!="") oss << "/" << idx1; - if (tags_iter2!=tags.end()) - source2 = TD::Convert(tags_iter2->second); - oss << " " << source2; - if (idx2!="") oss << "/" << idx2; - if (target1!="" && target2!="") oss << " " << target1 << " " << target2; - - if (DEBUG) cerr << "generalized key = '" << oss.str() << "'" << endl; - if (generalized.find(oss.str())!=generalized.end()) { - int* model = generalized[oss.str()]; - for (int i=0; i<5; i++) model[i] += it->second[i]; - } else { - int* model = new int[5]; - for (int i=0; i<5; i++) model[i] = it->second[i]; - generalized.insert(pair(oss.str(),model)); - } - oss.str(""); - } - - if (DEBUG) { - for (map::const_iterator it=generalized.begin(); it!=generalized.end(); it++) { - cerr << "GENERALIZED = " << it->first << ", "; - for (int i=0; i<5; i++) cerr << it->second[i] << " "; - cerr << endl; - } - } - - for (map::iterator it=table->model.begin(); it!=table->model.end(); it++) { - string source1, source2, target1, target2; - string idx1 = ""; string idx2 = ""; - istringstream tokenizer(TD::Convert(it->first)); - tokenizer >> source1 >> source2 >> target1 >> target2; - if (pos) { - int found1 = source1.find_last_of("/"); - int found2 = source2.find_last_of("/"); - if (found1!=string::npos && found2!=string::npos && found1>0 && found2>0) { - idx1 = source1.substr(found1+1); - source1 = source1.substr(0,found1); - idx2 = source2.substr(found2+1); - source2 = source2.substr(0,found2); - } - } - map::const_iterator tags_iter1 = tags.find(TD::Convert(source1)); - map::const_iterator tags_iter2 = tags.find(TD::Convert(source2)); - if (tags_iter1!=tags.end()) - source1 = TD::Convert(tags_iter1->second); - oss << source1; - if (idx1!="") oss << "/" << idx1; - if (tags_iter2!=tags.end()) - source2 = TD::Convert(tags_iter2->second); - oss << " " << source2; - if (idx2!="") oss << "/" << idx2; - if (target1!="" && target2!="") oss << " " << target1 << " " << target2; - - if (generalized.find(oss.str())!=generalized.end()) { - if (DEBUG) cerr << " generalizing "<< TD::Convert(it->first) << " into " << oss.str() << endl; - if (DEBUG) { - cerr << " model from "; - for (int i=0; i<5; i++) cerr << it->second[i] << " "; - cerr << endl; - } - delete it->second; - it->second = generalized[oss.str()]; - if (DEBUG) { - cerr << " into "; - for (int i=0; i<5; i++) cerr << it->second[i] << " "; - cerr << endl; - } - } - oss.str(""); - } - -} diff --git a/decoder/ff_dwarf.h b/decoder/ff_dwarf.h deleted file mode 100644 index 3d6a7da6..00000000 --- a/decoder/ff_dwarf.h +++ /dev/null @@ -1,100 +0,0 @@ -#include -#include -#include -#include "ff.h" -#include "dwarf.h" -#include "lattice.h" - -using namespace std; - -class Dwarf : public FeatureFunction { - public: - Dwarf(const std::string& param); - /* State-related param - STATE_SIZE: the number of ints - MAXIMUM_ALIGNMENTS: the maximum number of alignments in the states, - each alignment point is encoded in one int - (the first two bytes for source, and the remaining one for target) - */ - static const int STATE_SIZE=53; - static const int IMPOSSIBLY_LARGE_POS = 9999999; - static const int MAXIMUM_ALIGNMENTS=37; - /* Read from file the Orientation(Source|Target model parameter. */ - static bool readOrientation(CountTable* table, const std::string& filename, std::map *fw, bool pos=false); - /* Read from file the Dominance(Source|Target) model parameter. */ - static bool readDominance(CountTable* table, const std::string& filename, std::map *fw, bool pos=false); - static bool readList(const std::string& filename, std::map* fw); - static double IntegerToDouble(int val); - static int DoubleToInteger(double val); - bool readTags(const std::string& filename, std::map* tags); - bool generalizeOrientation(CountTable* table, const std::map& tags, bool pos=false); - bool generalizeDominance(CountTable* table, const std::map& tags, bool pos=false); - static void stripIndex(const string& source, string* pkey, string* pidx) { - if (DEBUG) cerr << " stripIndex(" << source << ")" << endl; - int found = source.find_last_of("/"); - string idx = source.substr(found+1); - string key = source.substr(0,found); - if (DEBUG) cerr << " found=" << found << "," << key << "," << idx << endl; - pkey = &key; - pidx = &idx; - } - - - protected: - /* The high-level workflow is as follow: - 1. call *als->prepare*, which constructs the full alignment of the edge while taking into account the antecedents - also in this call, function words are identified. Most of the work in this call is to make sure the indexes - of the alignments (including the function words) are consistent with the newly created alignment - 2. call *als->computeOrientationSource*, *als->computeOrientationTarget*, - *als->computeDominanceSource*, or *als->computeDominanceTarget* - and pass the resulting score to either *features* or to *estimated_features* - 3. call *als->BorderingSFWsOnly()* and *als->BorderingTFWsOnly()*, which removes records of all function word - alignments except those at the borders. Note that fw alignments kept may be more than two on each side - for examples if there are a number of unaligned fw alignments before the leftmost alignment or the rightmost one - 4. call *als->simplify()*, which assigns the state of this edge (*context*). It simplifies the alignment space to - its most compact representation, enough to compute the unscored models. This is done by observing the surviving - function word alignments set by 3. - */ - void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const HG::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* context) const; - private: - Alignment* als; - /* Feature IDs set by calling FD::Convert(model's string) */ - int oris_, oris_bo1_, oris_bo2_, orit_, orit_bo1_, orit_bo2_; - int oris_backward_, orit_backward_, porislr_, porisrl_, goris_, pgorislr_, pgorisrl_; - int pdomslr_, pdomsrl_, pgdomslr_, pgdomsrl_; - int doms_, doms_bo1_, doms_bo2_, domt_, domt_bo1_, domt_bo2_; - int tfw_count_; - int bdoms_; - int poris_count; - int pgoris_count; - int poris_nlr, poris_nrl; // maximum depth (1->from the beginning of the sentence, 2-> from the end of the sentence) - int pgoris_nlr, pgoris_nrl; - int pdoms_nlr, pdoms_nrl; - int pgdoms_nlr, pgdoms_nrl; - int* _sent_id; - int* _fwcount; - WordID kSOS; - WordID kEOS; - string sSOS; - string sEOS; - WordID kGOAL; - /* model's flag, if set true will invoke the model scoring */ - bool flag_oris, flag_orit, flag_doms, flag_domt, flag_tfw_count, flag_oris_backward, flag_orit_backward, flag_bdoms; - bool flag_porislr, flag_porisrl, flag_goris, flag_pgorislr, flag_pgorisrl; - bool explicit_soseos; - bool flag_pdomslr, flag_pdomsrl, flag_pgdomslr, flag_pgdomsrl, flag_gdoms; - /* a collection of Source function words (sfw) and Target function words (tfw) */ - std::map sfw; - std::map tfw; - std::map tags; - /* a collection of model's parameter */ - CountTable toris, torit, tdoms, tbdoms, tdomt, tporislr, tporisrl, tgoris, tpgorislr, tpgorisrl; - CountTable tpdomslr, tpdomsrl, tpgdomslr, tpgdomsrl; - void neighboringFWs(const Lattice& l, const int& i, const int& j, const map& fw_hash, int* lfw, int* rfw); -}; - diff --git a/decoder/ff_lm.cc b/decoder/ff_lm.cc index 6ec7b4f3..bc51076f 100644 --- a/decoder/ff_lm.cc +++ b/decoder/ff_lm.cc @@ -61,11 +61,6 @@ char const* usage_verbose="-n determines the name of the feature (and its weight #include "hg.h" #include "stringlib.h" -#ifdef HAVE_RANDLM -// http://randlm.sourceforge.net/ -#include "RandLM.h" -#endif - using namespace std; string LanguageModel::usage(bool param,bool verbose) { @@ -542,99 +537,3 @@ void LanguageModel::FinalTraversalFeatures(const void* ant_state, features->set_value(fid_, imp().FinalTraversalCost(ant_state)); } -#ifdef HAVE_RANDLM -struct RandLMImpl : public LanguageModelImpl { - RandLMImpl(int order, randlm::RandLM* rlm) : - LanguageModelImpl(order), - rlm_(rlm), - oov_(rlm->getWordID(rlm->getOOV())), - rb_(1000, oov_) { - map map_cdec2randlm; - int max_wordid = 0; - for(map::const_iterator it = rlm->vocabStart(); - it != rlm->vocabEnd(); ++it) { - const int cur = TD::Convert(it->first); - map_cdec2randlm[TD::Convert(it->first)] = it->second; - if (cur > max_wordid) max_wordid = cur; - } - cdec2randlm_.resize(max_wordid + 1, oov_); - for (map::iterator it = map_cdec2randlm.begin(); - it != map_cdec2randlm.end(); ++it) - cdec2randlm_[it->first] = it->second; - map_cdec2randlm.clear(); - } - - inline randlm::WordID Convert2RandLM(int w) { - return (w < cdec2randlm_.size() ? cdec2randlm_[w] : oov_); - } - - virtual double WordProb(int word, int* context) { - int i = order_; - int c = 1; - rb_[i] = Convert2RandLM(word); - while (i > 1 && *context > 0) { - --i; - rb_[i] = Convert2RandLM(*context); - ++context; - ++c; - } - const void* finalState = 0; - int found; - //cerr << "I = " << i << endl; - return rlm_->getProb(&rb_[i], c, &found, &finalState); - } - private: - boost::shared_ptr rlm_; - randlm::WordID oov_; - vector cdec2randlm_; - vector rb_; -}; - -LanguageModelRandLM::LanguageModelRandLM(const string& param) : - fid_(FD::Convert("RandLM")) { - vector argv; - int argc = SplitOnWhitespace(param, &argv); - int order = 3; - // TODO add support for -n FeatureName - string filename; - if (argc < 1) { cerr << "RandLM requires a filename, minimally!\n"; abort(); } - else if (argc == 1) { filename = argv[0]; } - else if (argc == 2 || argc > 3) { cerr << "Don't understand 'RandLM " << param << "'\n"; } - else if (argc == 3) { - if (argv[0] == "-o") { - order = atoi(argv[1].c_str()); - filename = argv[2]; - } else if (argv[1] == "-o") { - order = atoi(argv[2].c_str()); - filename = argv[0]; - } - } -// set_order(order); - int cache_MB = 200; // increase cache size - randlm::RandLM* rlm = randlm::RandLM::initRandLM(filename, order, cache_MB); - assert(rlm != NULL); - pimpl_ = new RandLMImpl(order, rlm); -} - -LanguageModelRandLM::~LanguageModelRandLM() { - delete pimpl_; -} - -void LanguageModelRandLM::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_states, - SparseVector* features, - SparseVector* estimated_features, - void* state) const { - (void) smeta; - features->set_value(fid_, imp().LookupWords(*edge.rule_, ant_states, state)); - estimated_features->set_value(fid_, imp().EstimateProb(state)); -} - -void LanguageModelRandLM::FinalTraversalFeatures(const void* ant_state, - SparseVector* features) const { - features->set_value(fid_, imp().FinalTraversalCost(ant_state)); -} - -#endif - diff --git a/decoder/ff_lm.h b/decoder/ff_lm.h index 94e18f00..85e79704 100644 --- a/decoder/ff_lm.h +++ b/decoder/ff_lm.h @@ -69,26 +69,4 @@ class LanguageModel : public FeatureFunction { /* mutable */ LanguageModelInterface* pimpl_; }; -#ifdef HAVE_RANDLM -class LanguageModelRandLM : public FeatureFunction { - public: - // param = "filename.lm [-o n]" - LanguageModelRandLM(const std::string& param); - ~LanguageModelRandLM(); - virtual void FinalTraversalFeatures(const void* context, - SparseVector* features) const; - std::string DebugStateToString(const void* state) const; - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const HG::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* out_context) const; - private: - const int fid_; - mutable LanguageModelImpl* pimpl_; -}; -#endif - #endif diff --git a/decoder/ff_source_syntax.cc b/decoder/ff_source_syntax.cc index a1997695..95709076 100644 --- a/decoder/ff_source_syntax.cc +++ b/decoder/ff_source_syntax.cc @@ -2,6 +2,12 @@ #include #include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_set; } +#endif #include "hg.h" #include "sentence_metadata.h" diff --git a/decoder/ff_source_syntax2.cc b/decoder/ff_source_syntax2.cc index 08ece917..622c6908 100644 --- a/decoder/ff_source_syntax2.cc +++ b/decoder/ff_source_syntax2.cc @@ -3,7 +3,6 @@ #include #include #include -#include #include "sentence_metadata.h" #include "array2d.h" @@ -126,8 +125,7 @@ struct SourceSyntaxFeatures2Impl { Array2D src_tree; // src_tree(i,j) NT = type mutable Array2D > fids_ef; // fires for fully lexicalized - tr1::unordered_set feature_filter; - + unordered_set feature_filter; }; SourceSyntaxFeatures2::SourceSyntaxFeatures2(const string& param) : diff --git a/decoder/ff_source_syntax2_p.cc b/decoder/ff_source_syntax2_p.cc index dfa791ea..130144fa 100644 --- a/decoder/ff_source_syntax2_p.cc +++ b/decoder/ff_source_syntax2_p.cc @@ -3,7 +3,12 @@ #include #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_set; } +#endif #include "sentence_metadata.h" #include "array2d.h" @@ -133,8 +138,7 @@ struct PSourceSyntaxFeatures2Impl { Array2D src_tree; // src_tree(i,j) NT = type mutable Array2D > fids_ef; // fires for fully lexicalized - tr1::unordered_set feature_filter; - + unordered_set feature_filter; }; PSourceSyntaxFeatures2::PSourceSyntaxFeatures2(const string& param) : diff --git a/decoder/ff_source_syntax_p.cc b/decoder/ff_source_syntax_p.cc index cd081544..1d3dc497 100644 --- a/decoder/ff_source_syntax_p.cc +++ b/decoder/ff_source_syntax_p.cc @@ -2,7 +2,12 @@ #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_set; } +#endif #include "sentence_metadata.h" #include "array2d.h" @@ -139,7 +144,7 @@ struct PSourceSyntaxFeaturesImpl { Array2D src_tree; // src_tree(i,j) NT = type // mutable Array2D fids_cat; // this tends to overfit baddly mutable Array2D > fids_ef; // fires for fully lexicalized - tr1::unordered_set feature_filter; + unordered_set feature_filter; }; PSourceSyntaxFeatures::PSourceSyntaxFeatures(const string& param) : diff --git a/decoder/ff_wordalign.cc b/decoder/ff_wordalign.cc index 1491819d..8ed053c2 100644 --- a/decoder/ff_wordalign.cc +++ b/decoder/ff_wordalign.cc @@ -7,7 +7,12 @@ #include #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include #include "boost/tuple/tuple_comparison.hpp" @@ -249,7 +254,7 @@ void NewJump::FireFeature(const SentenceMetadata& smeta, if (fp1_) get<6>(key) = GetSourceWord(id, cur_src_index + 1); if (fprev_) get<7>(key) = GetSourceWord(id, prev_src_index); - static std::tr1::unordered_map fids; + static std::unordered_map fids; int& fid = fids[key]; if (!fid) { ostringstream os; diff --git a/decoder/ff_wordalign.h b/decoder/ff_wordalign.h index ba3d0b9b..50f0dafa 100644 --- a/decoder/ff_wordalign.h +++ b/decoder/ff_wordalign.h @@ -5,8 +5,16 @@ #include "array2d.h" #include "factored_lexicon_helper.h" +#include +#include #include #include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif class RelativeSentencePosition : public FeatureFunction { public: @@ -124,9 +132,6 @@ class LexicalTranslationTrigger : public FeatureFunction { std::vector > triggers_; }; -#include -#include -#include class BlunsomSynchronousParseHack : public FeatureFunction { public: BlunsomSynchronousParseHack(const std::string& param); @@ -196,7 +201,7 @@ class BlunsomSynchronousParseHack : public FeatureFunction { const int fid_; mutable int cur_sent_; - typedef std::tr1::unordered_map, int, boost::hash > > Vec2Int; + typedef std::unordered_map, int, boost::hash > > Vec2Int; mutable Vec2Int cur_map_; const std::vector mutable * cur_ref_; mutable std::vector > refs_; diff --git a/decoder/ff_wordset.cc b/decoder/ff_wordset.cc index 70cea7de..9be6f2e0 100644 --- a/decoder/ff_wordset.cc +++ b/decoder/ff_wordset.cc @@ -2,21 +2,67 @@ #include "hg.h" #include "fdict.h" +#include "filelib.h" +#include #include #include using namespace std; +void WordSet::parseArgs(const string& args, string* featName, string* vocabFile, bool* oovMode) { + vector toks(10); + boost::split(toks, args, boost::is_any_of(" ")); + + *oovMode = false; + + // skip initial feature name + for(vector::const_iterator it = toks.begin(); it != toks.end(); ++it) { + if(*it == "-v") { + *vocabFile = *++it; // copy + + } else if(*it == "-N") { + *featName = *++it; + } else if(*it == "--oov") { + *oovMode = true; + } else { + cerr << "Unrecognized argument: " << *it << endl; + exit(1); + } + } + + if(*featName == "") { + cerr << "featName (-N) not specified for WordSet" << endl; + exit(1); + } + if(*vocabFile == "") { + cerr << "vocabFile (-v) not specified for WordSet" << endl; + exit(1); + } +} + +void WordSet::loadVocab(const string& vocabFile, unordered_set* vocab) { + ReadFile rf(vocabFile); + if (!rf) { + cerr << "Unable to open file: " << vocabFile; + abort(); + } + string line; + while (getline(*rf.stream(), line)) { + boost::trim(line); + if(line.empty()) continue; + WordID vocabId = TD::Convert(line); + vocab->insert(vocabId); + } +} + void WordSet::TraversalFeaturesImpl(const SentenceMetadata& /*smeta*/ , const Hypergraph::Edge& edge, const vector& /* ant_contexts */, SparseVector* features, SparseVector* /* estimated_features */, void* /* context */) const { - double addScore = 0.0; - for(std::vector::const_iterator it = edge.rule_->e_.begin(); it != edge.rule_->e_.end(); ++it) { - + for(vector::const_iterator it = edge.rule_->e_.begin(); it != edge.rule_->e_.end(); ++it) { bool inVocab = (vocab_.find(*it) != vocab_.end()); if(oovMode_ && !inVocab) { addScore += 1.0; diff --git a/decoder/ff_wordset.h b/decoder/ff_wordset.h index 639e1514..affee2f4 100644 --- a/decoder/ff_wordset.h +++ b/decoder/ff_wordset.h @@ -4,14 +4,18 @@ #include "ff.h" #include "tdict.h" -#include -#include - #include #include #include #include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_set; } +#endif + class WordSet : public FeatureFunction { public: // we depend on the order of the initializer list @@ -42,69 +46,12 @@ class WordSet : public FeatureFunction { void* context) const; private: - static void loadVocab(const std::string& vocabFile, std::tr1::unordered_set* vocab) { - - std::ifstream file; - std::string line; - - file.open(vocabFile.c_str(), std::fstream::in); - if (file.is_open()) { - unsigned lineNum = 0; - while (!file.eof()) { - ++lineNum; - getline(file, line); - boost::trim(line); - if(line.empty()) { - continue; - } - - WordID vocabId = TD::Convert(line); - vocab->insert(vocabId); - } - file.close(); - } else { - std::cerr << "Unable to open file: " << vocabFile; - exit(1); - } - } - - static void parseArgs(const std::string& args, std::string* featName, std::string* vocabFile, bool* oovMode) { - - std::vector toks(10); - boost::split(toks, args, boost::is_any_of(" ")); - - *oovMode = false; - - // skip initial feature name - for(std::vector::const_iterator it = toks.begin(); it != toks.end(); ++it) { - if(*it == "-v") { - *vocabFile = *++it; // copy - - } else if(*it == "-N") { - *featName = *++it; - - } else if(*it == "--oov") { - *oovMode = true; - - } else { - std::cerr << "Unrecognized argument: " << *it << std::endl; - exit(1); - } - } - - if(*featName == "") { - std::cerr << "featName (-N) not specified for WordSet" << std::endl; - exit(1); - } - if(*vocabFile == "") { - std::cerr << "vocabFile (-v) not specified for WordSet" << std::endl; - exit(1); - } - } + static void parseArgs(const std::string& args, std::string* featName, std::string* vocabFile, bool* oovMode); + static void loadVocab(const std::string& vocabFile, std::unordered_set* vocab); int fid_; bool oovMode_; - std::tr1::unordered_set vocab_; + std::unordered_set vocab_; }; #endif diff --git a/decoder/grammar.cc b/decoder/grammar.cc index ee43f537..f2530d35 100644 --- a/decoder/grammar.cc +++ b/decoder/grammar.cc @@ -3,15 +3,20 @@ #include #include #include -#include -#include +#ifdef HAVE_CXX11 +# include +# include +#else +# include +# include +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_set; } +#endif #include "rule_lexer.h" #include "filelib.h" #include "tdict.h" using namespace std; -using namespace std::tr1; const vector Grammar::NO_RULES; diff --git a/decoder/hg_intersect.cc b/decoder/hg_intersect.cc index ad5b701a..c5f1cc91 100644 --- a/decoder/hg_intersect.cc +++ b/decoder/hg_intersect.cc @@ -1,7 +1,12 @@ #include "hg_intersect.h" #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include "fast_lexical_cast.hpp" #include @@ -13,7 +18,6 @@ #include "bottom_up_parser.h" using boost::lexical_cast; -using namespace std::tr1; using namespace std; struct RuleFilter { diff --git a/decoder/kbest.h b/decoder/kbest.h index 44c23151..cd386aef 100644 --- a/decoder/kbest.h +++ b/decoder/kbest.h @@ -3,7 +3,12 @@ #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_set; } +#endif #include #include @@ -22,7 +27,7 @@ namespace KBest { // optional, filter unique yield strings struct FilterUnique { - std::tr1::unordered_set, boost::hash > > unique; + std::unordered_set, boost::hash > > unique; bool operator()(const std::vector& yield) { return !unique.insert(yield).second; @@ -111,7 +116,7 @@ namespace KBest { }; typedef std::vector CandidateHeap; typedef std::vector DerivationList; - typedef std::tr1::unordered_set< + typedef std::unordered_set< const Derivation*, DerivationUniquenessHash, DerivationUniquenessEquals> UniqueDerivationSet; struct NodeDerivationState { diff --git a/decoder/maxtrans_blunsom.cc b/decoder/maxtrans_blunsom.cc index 774e4170..8d1d471c 100644 --- a/decoder/maxtrans_blunsom.cc +++ b/decoder/maxtrans_blunsom.cc @@ -2,8 +2,14 @@ #include #include -#include -#include +#ifdef HAVE_CXX11 +# include +# include +#else +# include +# include +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_set; } +#endif #include #include @@ -14,7 +20,6 @@ using boost::tuple; using namespace std; -using namespace std::tr1; namespace Hack { diff --git a/decoder/phrasebased_translator.cc b/decoder/phrasebased_translator.cc index d65e44d1..321fb286 100644 --- a/decoder/phrasebased_translator.cc +++ b/decoder/phrasebased_translator.cc @@ -2,8 +2,14 @@ #include #include -#include -#include +#ifdef HAVE_CXX11 +# include +# include +#else +# include +# include +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_set; } +#endif #include #include @@ -17,7 +23,6 @@ #include "array2d.h" using namespace std; -using namespace std::tr1; using namespace boost::tuples; struct Coverage : public vector { diff --git a/decoder/scfg_translator.cc b/decoder/scfg_translator.cc index 6f0b003b..a506c591 100644 --- a/decoder/scfg_translator.cc +++ b/decoder/scfg_translator.cc @@ -1,13 +1,9 @@ -//TODO: bottom-up pruning, with actual final models' (appropriately weighted) heuristics and local scores. - -//TODO: grammar heuristic (min cost of reachable rule set) for binarizations (active edges) if we wish to prune those also - -#include "hash.h" -#include "translator.h" #include #include #include #include +#include "hash.h" +#include "translator.h" #include "hg.h" #include "grammar.h" #include "bottom_up_parser.h" @@ -16,13 +12,11 @@ #include "tdict.h" #include "viterbi.h" #include "verbose.h" -#include #define foreach BOOST_FOREACH #define reverse_foreach BOOST_REVERSE_FOREACH using namespace std; -using namespace std::tr1; static bool printGrammarsUsed = false; struct GlueGrammar : public TextGrammar { diff --git a/decoder/sentence_metadata.h b/decoder/sentence_metadata.h index eab9f15d..52586331 100644 --- a/decoder/sentence_metadata.h +++ b/decoder/sentence_metadata.h @@ -5,7 +5,9 @@ #include #include #include "lattice.h" -#include "scorer.h" + +struct DocScorer; // deprecated, will be removed +struct Score; // deprecated, will be removed struct SentenceMetadata { friend class DecoderImpl; diff --git a/extractor/Makefile.am b/extractor/Makefile.am index e94a9b91..65a3d436 100644 --- a/extractor/Makefile.am +++ b/extractor/Makefile.am @@ -1,7 +1,8 @@ -if HAVE_CXX11 bin_PROGRAMS = compile run_extractor +if HAVE_CXX11 + EXTRA_PROGRAMS = alignment_test \ data_array_test \ fast_intersector_test \ @@ -113,7 +114,29 @@ libcompile_a_SOURCES = \ precomputation.cc \ suffix_array.cc \ time_util.cc \ - translation_table.cc + translation_table.cc \ + alignment.h \ + data_array.h \ + fast_intersector.h \ + grammar.h \ + grammar_extractor.h \ + matchings_finder.h \ + matchings_trie.h \ + phrase.h \ + phrase_builder.h \ + phrase_location.h \ + precomputation.h \ + rule.h \ + rule_extractor.h \ + rule_extractor_helper.h \ + rule_factory.h \ + sampler.h \ + scorer.h \ + suffix_array.h \ + target_phrase_extractor.h \ + time_util.h \ + translation_table.h \ + vocabulary.h libextractor_a_SOURCES = \ alignment.cc \ diff --git a/klm/lm/builder/Makefile.am b/klm/lm/builder/Makefile.am index 317e03ce..38259c51 100644 --- a/klm/lm/builder/Makefile.am +++ b/klm/lm/builder/Makefile.am @@ -1,6 +1,6 @@ -bin_PROGRAMS = builder +bin_PROGRAMS = lmplz -builder_SOURCES = \ +lmplz_SOURCES = \ lmplz_main.cc \ adjust_counts.cc \ adjust_counts.hh \ @@ -22,7 +22,7 @@ builder_SOURCES = \ print.hh \ sort.hh -builder_LDADD = ../libklm.a ../../util/double-conversion/libklm_util_double.a ../../util/stream/libklm_util_stream.a ../../util/libklm_util.a $(BOOST_THREAD_LIBS) +lmplz_LDADD = ../libklm.a ../../util/double-conversion/libklm_util_double.a ../../util/stream/libklm_util_stream.a ../../util/libklm_util.a $(BOOST_THREAD_LIBS) AM_CPPFLAGS = -W -Wall -I$(top_srcdir)/klm diff --git a/mteval/mbr_kbest.cc b/mteval/mbr_kbest.cc index 2519bc01..787c03bd 100644 --- a/mteval/mbr_kbest.cc +++ b/mteval/mbr_kbest.cc @@ -1,9 +1,14 @@ #include #include -#include #include #include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include "prob.h" #include "tdict.h" @@ -12,7 +17,6 @@ #include "stringlib.h" using namespace std; -using namespace std::tr1; namespace po = boost::program_options; diff --git a/mteval/ns_ter.cc b/mteval/ns_ter.cc index 0e1008db..f0d84098 100644 --- a/mteval/ns_ter.cc +++ b/mteval/ns_ter.cc @@ -4,7 +4,12 @@ #include #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include #include #include "tdict.h" @@ -20,7 +25,6 @@ static const unsigned kREF_WORDCOUNT = 4; static const unsigned kDUMMY_LAST_ENTRY = 5; using namespace std; -using namespace std::tr1; bool TERMetric::IsErrorMetric() const { return true; diff --git a/mteval/scorer.cc b/mteval/scorer.cc index de84e076..9eb9a76e 100644 --- a/mteval/scorer.cc +++ b/mteval/scorer.cc @@ -594,26 +594,29 @@ void DocScorer::Init( const ScoreType type, const vector& ref_files, const string& src_file, bool verbose) { + cerr << "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n" + "!!! This code is using the deprecated DocScorer interface, please fix !!!\n" + "!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!!\n"; scorers_.clear(); - // TODO stop using valarray, start using ReadFile + static const WordID kDIV = TD::Convert("|||"); cerr << "Loading references (" << ref_files.size() << " files)\n"; ReadFile srcrf; if (type == AER && src_file.size() > 0) { cerr << " (source=" << src_file << ")\n"; srcrf.Init(src_file); } + std::vector tmp; std::vector ifs(ref_files.begin(),ref_files.end()); for (int i=0; i < ref_files.size(); ++i) ifs[i].Init(ref_files[i]); char buf[64000]; bool expect_eof = false; int line=0; while (ifs[0].get()) { - vector > refs(ref_files.size()); + vector > refs; for (int i=0; i < ref_files.size(); ++i) { istream &in=ifs[i].get(); if (in.eof()) break; in.getline(buf, 64000); - refs[i].clear(); if (strlen(buf) == 0) { if (in.eof()) { if (!expect_eof) { @@ -622,9 +625,17 @@ void DocScorer::Init( } break; } - } else { - TD::ConvertSentence(buf, &refs[i]); - assert(!refs[i].empty()); + } else { // process reference + tmp.clear(); + TD::ConvertSentence(buf, &tmp); + unsigned last = 0; + for (unsigned j = 0; j < tmp.size(); ++j) { + if (tmp[j] == kDIV) { + refs.push_back(vector(tmp.begin() + last, tmp.begin() + j)); + last = j + 1; + } + } + refs.push_back(vector(tmp.begin() + last, tmp.end())); } assert(!expect_eof); } diff --git a/mteval/ter.cc b/mteval/ter.cc index cacc5b00..9da54306 100644 --- a/mteval/ter.cc +++ b/mteval/ter.cc @@ -5,7 +5,12 @@ #include #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include #include #include @@ -16,7 +21,6 @@ const bool ter_use_average_ref_len = true; const int ter_short_circuit_long_sentences = -1; using namespace std; -using namespace std::tr1; struct COSTS { static const float substitution; diff --git a/python/cdec/sa/strmap.cc b/python/cdec/sa/strmap.cc index 5040477e..d7c4f2a3 100644 --- a/python/cdec/sa/strmap.cc +++ b/python/cdec/sa/strmap.cc @@ -2,11 +2,16 @@ #include #include -#include -#include +#include + +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif using namespace std; -using namespace std::tr1; #undef HAVE_64_BITS diff --git a/training/crf/mpi_online_optimize.cc b/training/crf/mpi_online_optimize.cc index 9e1ae34c..6b5b7d64 100644 --- a/training/crf/mpi_online_optimize.cc +++ b/training/crf/mpi_online_optimize.cc @@ -4,11 +4,11 @@ #include #include #include -#include #include #include #include +#include #include "stringlib.h" #include "verbose.h" @@ -219,7 +219,7 @@ int main(int argc, char** argv) { #endif if (size > 1) SetSilent(true); // turn off verbose decoder output register_feature_functions(); - std::tr1::shared_ptr rng; + boost::shared_ptr rng; po::variables_map conf; if (!InitCommandLine(argc, argv, &conf)) @@ -264,8 +264,8 @@ int main(int argc, char** argv) { ReadTrainingCorpus(conf["training_data"].as(), rank, size, &corpus, &ids); assert(corpus.size() > 0); - std::tr1::shared_ptr o; - std::tr1::shared_ptr lr; + boost::shared_ptr o; + boost::shared_ptr lr; const unsigned size_per_proc = conf["minibatch_size_per_proc"].as(); if (size_per_proc > corpus.size()) { diff --git a/training/mira/kbest_cut_mira.cc b/training/mira/kbest_cut_mira.cc index 59fa860a..3b1108e0 100644 --- a/training/mira/kbest_cut_mira.cc +++ b/training/mira/kbest_cut_mira.cc @@ -30,7 +30,6 @@ #include "sparse_vector.h" using namespace std; -using boost::shared_ptr; namespace po = boost::program_options; bool invert_score; @@ -149,7 +148,7 @@ struct HypothesisInfo { double alpha; double oracle_loss; SparseVector oracle_feat_diff; - shared_ptr oracleN; + boost::shared_ptr oracleN; }; bool ApproxEqual(double a, double b) { @@ -157,7 +156,7 @@ bool ApproxEqual(double a, double b) { return (fabs(a-b)/fabs(b)) < EPSILON; } -typedef shared_ptr HI; +typedef boost::shared_ptr HI; bool HypothesisCompareB(const HI& h1, const HI& h2 ) { return h1->mt_metric > h2->mt_metric; @@ -185,11 +184,11 @@ bool HypothesisCompareG(const HI& h1, const HI& h2 ) }; -void CuttingPlane(vector >* cur_c, bool* again, vector >& all_hyp, vector dense_weights) +void CuttingPlane(vector >* cur_c, bool* again, vector >& all_hyp, vector dense_weights) { bool DEBUG_CUT = false; - shared_ptr max_fear, max_fear_in_set; - vector >& cur_constraint = *cur_c; + boost::shared_ptr max_fear, max_fear_in_set; + vector >& cur_constraint = *cur_c; if(no_reweight) { @@ -235,9 +234,9 @@ void CuttingPlane(vector >* cur_c, bool* again, vecto } -double ComputeDelta(vector >* cur_p, double max_step_size,vector dense_weights ) +double ComputeDelta(vector >* cur_p, double max_step_size,vector dense_weights ) { - vector >& cur_pair = *cur_p; + vector >& cur_pair = *cur_p; double loss = cur_pair[0]->oracle_loss - cur_pair[1]->oracle_loss; double margin = -(cur_pair[0]->oracleN->features.dot(dense_weights)- cur_pair[0]->features.dot(dense_weights)) + (cur_pair[1]->oracleN->features.dot(dense_weights) - cur_pair[1]->features.dot(dense_weights)); @@ -261,12 +260,12 @@ double ComputeDelta(vector >* cur_p, double max_step_ } -vector > SelectPair(vector >* cur_c) +vector > SelectPair(vector >* cur_c) { bool DEBUG_SELECT= false; - vector >& cur_constraint = *cur_c; + vector >& cur_constraint = *cur_c; - vector > pair; + vector > pair; if (no_select || optimizer == 2){ //skip heuristic search and return oracle and fear for pa-mira @@ -278,7 +277,7 @@ vector > SelectPair(vector for(int u=0;u != cur_constraint.size();u++) { - shared_ptr max_fear; + boost::shared_ptr max_fear; if(DEBUG_SELECT) cerr<< "cur alpha " << u << " " << cur_constraint[u]->alpha; for(int i=0; i < cur_constraint.size();i++) //select maximal violator @@ -323,8 +322,8 @@ vector > SelectPair(vector } struct GoodBadOracle { - vector > good; - vector > bad; + vector > good; + vector > bad; }; struct BasicObserver: public DecoderObserver { @@ -367,8 +366,8 @@ struct TrainingObserver : public DecoderObserver { const DocScorer& ds; vector& corpus_bleu_sent_stats; vector& oracles; - vector > cur_best; - shared_ptr cur_oracle; + vector > cur_best; + boost::shared_ptr cur_oracle; const int kbest_size; Hypergraph forest; int cur_sent; @@ -386,7 +385,7 @@ struct TrainingObserver : public DecoderObserver { return *cur_best[0]; } - const vector > GetCurrentBest() const { + const vector > GetCurrentBest() const { return cur_best; } @@ -411,8 +410,8 @@ struct TrainingObserver : public DecoderObserver { } - shared_ptr MakeHypothesisInfo(const SparseVector& feats, const double score, const vector& hyp) { - shared_ptr h(new HypothesisInfo); + boost::shared_ptr MakeHypothesisInfo(const SparseVector& feats, const double score, const vector& hyp) { + boost::shared_ptr h(new HypothesisInfo); h->features = feats; h->mt_metric = score; h->hyp = hyp; @@ -424,14 +423,14 @@ struct TrainingObserver : public DecoderObserver { if (stream) sent_id = 0; bool PRINT_LIST= false; - vector >& cur_good = oracles[sent_id].good; - vector >& cur_bad = oracles[sent_id].bad; + vector >& cur_good = oracles[sent_id].good; + vector >& cur_bad = oracles[sent_id].bad; //TODO: look at keeping previous iterations hypothesis lists around cur_best.clear(); cur_good.clear(); cur_bad.clear(); - vector > all_hyp; + vector > all_hyp; typedef KBest::KBestDerivations, ESentenceTraversal,Filter> K; K kbest(forest,kbest_size); @@ -527,7 +526,7 @@ struct TrainingObserver : public DecoderObserver { if(PRINT_LIST) { cerr << "GOOD" << endl; for(int u=0;u!=cur_good.size();u++) cerr << cur_good[u]->mt_metric << " " << cur_good[u]->hope << endl;} //use hope for fear selection - shared_ptr& oracleN = cur_good[0]; + boost::shared_ptr& oracleN = cur_good[0]; if(fear_select == 1){ //compute fear hyps with model - bleu if (PRINT_LIST) cerr << "FEAR " << endl; @@ -663,13 +662,13 @@ int main(int argc, char** argv) { invert_score = false; } - shared_ptr ds; + boost::shared_ptr ds; //normal: load references, stream: start stream scorer if (stream) { - ds = shared_ptr(new DocStreamScorer(type, vector(0), "")); + ds = boost::shared_ptr(new DocStreamScorer(type, vector(0), "")); cerr << "Scoring doc stream with " << metric_name << endl; } else { - ds = shared_ptr(new DocScorer(type, conf["reference"].as >(), "")); + ds = boost::shared_ptr(new DocScorer(type, conf["reference"].as >(), "")); cerr << "Loaded " << ds->size() << " references for scoring with " << metric_name << endl; } vector corpus_bleu_sent_stats; @@ -774,9 +773,9 @@ int main(int argc, char** argv) { const HypothesisInfo& cur_good = *oracles[cur_sent].good[0]; const HypothesisInfo& cur_bad = *oracles[cur_sent].bad[0]; - vector >& cur_good_v = oracles[cur_sent].good; - vector >& cur_bad_v = oracles[cur_sent].bad; - vector > cur_best_v = observer.GetCurrentBest(); + vector >& cur_good_v = oracles[cur_sent].good; + vector >& cur_bad_v = oracles[cur_sent].bad; + vector > cur_best_v = observer.GetCurrentBest(); tot_loss += cur_hyp.mt_metric; @@ -824,13 +823,13 @@ int main(int argc, char** argv) { } else if(optimizer == 5) //full mira with n-best list of constraints from hope, fear, model best { - vector > cur_constraint; + vector > cur_constraint; cur_constraint.insert(cur_constraint.begin(), cur_bad_v.begin(), cur_bad_v.end()); cur_constraint.insert(cur_constraint.begin(), cur_best_v.begin(), cur_best_v.end()); cur_constraint.insert(cur_constraint.begin(), cur_good_v.begin(), cur_good_v.end()); bool optimize_again; - vector > cur_pair; + vector > cur_pair; //SMO for(int u=0;u!=cur_constraint.size();u++) cur_constraint[u]->alpha =0; @@ -879,7 +878,7 @@ int main(int argc, char** argv) { else if(optimizer == 2 || optimizer == 3) //PA and Cutting Plane MIRA update { bool DEBUG_SMO= true; - vector > cur_constraint; + vector > cur_constraint; cur_constraint.push_back(cur_good_v[0]); //add oracle to constraint set bool optimize_again = true; int cut_plane_calls = 0; @@ -919,7 +918,7 @@ int main(int argc, char** argv) { while (iter < smo_iter) { //select pair to optimize from constraint set - vector > cur_pair = SelectPair(&cur_constraint); + vector > cur_pair = SelectPair(&cur_constraint); if(cur_pair.empty()){ iter=MAX_SMO; diff --git a/training/mira/kbest_mira.cc b/training/mira/kbest_mira.cc index d59b4224..2868de0c 100644 --- a/training/mira/kbest_mira.cc +++ b/training/mira/kbest_mira.cc @@ -3,10 +3,10 @@ #include #include #include -#include #include #include +#include #include "stringlib.h" #include "hg_sampler.h" @@ -30,7 +30,7 @@ using namespace std; namespace po = boost::program_options; bool invert_score; -std::tr1::shared_ptr rng; +boost::shared_ptr rng; void RandomPermutation(int len, vector* p_ids) { vector& ids = *p_ids; @@ -88,8 +88,8 @@ struct HypothesisInfo { }; struct GoodBadOracle { - std::tr1::shared_ptr good; - std::tr1::shared_ptr bad; + boost::shared_ptr good; + boost::shared_ptr bad; }; struct TrainingObserver : public DecoderObserver { @@ -97,7 +97,7 @@ struct TrainingObserver : public DecoderObserver { const DocumentScorer& ds; const EvaluationMetric& metric; vector& oracles; - std::tr1::shared_ptr cur_best; + boost::shared_ptr cur_best; const int kbest_size; const bool sample_forest; @@ -109,16 +109,16 @@ struct TrainingObserver : public DecoderObserver { UpdateOracles(smeta.GetSentenceID(), *hg); } - std::tr1::shared_ptr MakeHypothesisInfo(const SparseVector& feats, const double score) { - std::tr1::shared_ptr h(new HypothesisInfo); + boost::shared_ptr MakeHypothesisInfo(const SparseVector& feats, const double score) { + boost::shared_ptr h(new HypothesisInfo); h->features = feats; h->mt_metric = score; return h; } void UpdateOracles(int sent_id, const Hypergraph& forest) { - std::tr1::shared_ptr& cur_good = oracles[sent_id].good; - std::tr1::shared_ptr& cur_bad = oracles[sent_id].bad; + boost::shared_ptr& cur_good = oracles[sent_id].good; + boost::shared_ptr& cur_bad = oracles[sent_id].bad; cur_bad.reset(); // TODO get rid of?? if (sample_forest) { diff --git a/training/mira/mira.py b/training/mira/mira.py index 29c51e1d..7b2d06a3 100755 --- a/training/mira/mira.py +++ b/training/mira/mira.py @@ -4,8 +4,17 @@ import subprocess, shlex, glob import argparse import logging import random, time -import cdec.score import gzip, itertools +try: + import cdec.score +except ImportError: + sys.stderr.write('Could not import pycdec, see cdec/python/README.md for details\n') + sys.exit(1) +have_mpl = True +try: + import matplotlib.pyplot as plt +except ImportError: + have_mpl = False #mira run script #requires pycdec to be built, since it is used for scoring hypothesis @@ -16,17 +25,17 @@ import gzip, itertools #scoring function using pycdec scoring def fast_score(hyps, refs, metric): scorer = cdec.score.Scorer(metric) - logging.info('loaded {0} references for scoring with {1}\n'.format( + logging.info('loaded {0} references for scoring with {1}'.format( len(refs), metric)) if metric=='BLEU': logging.warning('BLEU is ambiguous, assuming IBM_BLEU\n') metric = 'IBM_BLEU' elif metric=='COMBI': logging.warning('COMBI metric is no longer supported, switching to ' - 'COMB:TER=-0.5;BLEU=0.5\n') + 'COMB:TER=-0.5;BLEU=0.5') metric = 'COMB:TER=-0.5;BLEU=0.5' stats = sum(scorer(r).evaluate(h) for h,r in itertools.izip(hyps,refs)) - logging.info(stats.detail+'\n') + logging.info('Score={} ({})'.format(stats.score, stats.detail)) return stats.score #create new parallel input file in output directory in sgml format @@ -71,6 +80,8 @@ def main(): #set logging to write all info messages to stderr logging.basicConfig(level=logging.INFO) script_dir = os.path.dirname(os.path.abspath(sys.argv[0])) + if not have_mpl: + logging.warning('Failed to import matplotlib, graphs will not be generated.') parser= argparse.ArgumentParser( formatter_class=argparse.ArgumentDefaultsHelpFormatter) @@ -181,10 +192,11 @@ def main(): dev_size = enseg(args.devset, newdev, args.grammar_prefix) args.devset = newdev - write_config(args) + log_config(args) args.weights, hope_best_fear = optimize(args, script_dir, dev_size) - graph_file = graph(args.output_dir, hope_best_fear, args.metric) + graph_file = '' + if have_mpl: graph_file = graph(args.output_dir, hope_best_fear, args.metric) dev_results, dev_bleu = evaluate(args.devset, args.weights, args.config, script_dir, args.output_dir) @@ -205,17 +217,12 @@ def main(): if graph_file: logging.info('A graph of the best/hope/fear scores over the iterations ' - 'has been saved to {}\n'.format(graph_file)) + 'has been saved to {}'.format(graph_file)) print 'final weights:\n{}\n'.format(args.weights) #graph of hope/best/fear metric values across all iterations def graph(output_dir, hope_best_fear, metric): - try: - import matplotlib.pyplot as plt - except ImportError: - logging.error('Error importing matplotlib. Graphing disabled.\n') - return '' max_y = float(max(hope_best_fear['best']))*1.5 plt.plot(hope_best_fear['best'], label='best') plt.plot(hope_best_fear['hope'], label='hope') @@ -308,6 +315,7 @@ def optimize(args, script_dir, dev_size): decoder = script_dir+'/kbest_cut_mira' (source, refs) = split_devset(args.devset, args.output_dir) port = random.randint(15000,50000) + logging.info('using port {}'.format(port)) num_features = 0 last_p_score = 0 best_score_iter = -1 @@ -316,8 +324,8 @@ def optimize(args, script_dir, dev_size): hope_best_fear = {'hope':[],'best':[],'fear':[]} #main optimization loop while i best_score: best_score_iter = i @@ -436,12 +441,13 @@ def optimize(args, script_dir, dev_size): new_weights_file = '{}/weights.{}'.format(args.output_dir, i+1) last_weights_file = '{}/weights.{}'.format(args.output_dir, i) i += 1 - weight_files = weightdir+'/weights.mira-pass*.*[0-9].gz' + weight_files = args.output_dir+'/weights.pass*/weights.mira-pass*[0-9].gz' average_weights(new_weights_file, weight_files) - logging.info('\nBEST ITER: {} :: {}\n\n'.format( + logging.info('BEST ITERATION: {} (SCORE={})'.format( best_score_iter, best_score)) weights_final = args.output_dir+'/weights.final' + logging.info('WEIGHTS FILE: {}'.format(weights_final)) shutil.copy(last_weights_file, weights_final) average_final_weights(args.output_dir) @@ -481,15 +487,15 @@ def gzip_file(filename): #average the weights for a given pass def average_weights(new_weights, weight_files): - logging.info('AVERAGE {} {}\n'.format(new_weights, weight_files)) + logging.info('AVERAGE {} {}'.format(new_weights, weight_files)) feature_weights = {} total_mult = 0.0 for path in glob.glob(weight_files): score = gzip.open(path) mult = 0 - logging.info('FILE {}\n'.format(path)) + logging.info(' FILE {}'.format(path)) msg, ran, mult = score.readline().strip().split(' ||| ') - logging.info('Processing {} {}'.format(ran, mult)) + logging.info(' Processing {} {}'.format(ran, mult)) for line in score: f,w = line.split(' ',1) if f in feature_weights: @@ -500,34 +506,30 @@ def average_weights(new_weights, weight_files): score.close() #write new weights to outfile + logging.info('Writing averaged weights to {}'.format(new_weights)) out = open(new_weights, 'w') for f in iter(feature_weights): avg = feature_weights[f]/total_mult - logging.info('{} {} {} ||| Printing {} {}\n'.format(f,feature_weights[f], - total_mult, f, avg)) out.write('{} {}\n'.format(f,avg)) -def write_config(args): - config = ('\n' - 'DECODER: ' - '/usr0/home/eschling/cdec/training/mira/kbest_cut_mira\n' - 'INI FILE: '+args.config+'\n' - 'WORKING DIRECTORY: '+args.output_dir+'\n' - 'DEVSET: '+args.devset+'\n' - 'EVAL METRIC: '+args.metric+'\n' - 'MAX ITERATIONS: '+str(args.max_iterations)+'\n' - 'DECODE NODES: '+str(args.jobs)+'\n' - 'INITIAL WEIGHTS: '+args.weights+'\n') +def log_config(args): + logging.info('WORKING DIRECTORY={}'.format(args.output_dir)) + logging.info('INI FILE={}'.format(args.config)) + logging.info('DEVSET={}'.format(args.devset)) + logging.info('EVAL METRIC={}'.format(args.metric)) + logging.info('MAX ITERATIONS={}'.format(args.max_iterations)) + logging.info('PARALLEL JOBS={}'.format(args.jobs)) + logging.info('INITIAL WEIGHTS={}'.format(args.weights)) if args.grammar_prefix: - config += 'GRAMMAR PREFIX: '+str(args.grammar_prefix)+'\n' + logging.info('GRAMMAR PREFIX={}'.format(args.grammar_prefix)) if args.test: - config += 'TEST SET: '+args.test+'\n' + logging.info('TEST SET={}'.format(args.test)) + else: + logging.info('TEST SET=none specified') if args.test_config: - config += 'TEST CONFIG: '+args.test_config+'\n' + logging.info('TEST CONFIG={}'.format(args.test_config)) if args.email: - config += 'EMAIL: '+args.email+'\n' - - logging.info(config) + logging.info('EMAIL={}'.format(args.email)) if __name__=='__main__': main() diff --git a/training/pro/mr_pro_map.cc b/training/pro/mr_pro_map.cc index eef40b8a..a5e6e48f 100644 --- a/training/pro/mr_pro_map.cc +++ b/training/pro/mr_pro_map.cc @@ -2,7 +2,6 @@ #include #include #include -#include #include #include diff --git a/training/utils/candidate_set.cc b/training/utils/candidate_set.cc index 087efec3..1dec9609 100644 --- a/training/utils/candidate_set.cc +++ b/training/utils/candidate_set.cc @@ -1,6 +1,11 @@ #include "candidate_set.h" -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_set; } +#endif #include @@ -139,12 +144,12 @@ void CandidateSet::ReadFromFile(const string& file) { void CandidateSet::Dedup() { if(!SILENT) cerr << "Dedup in=" << cs.size(); - tr1::unordered_set u; + unordered_set u; while(cs.size() > 0) { u.insert(cs.back()); cs.pop_back(); } - tr1::unordered_set::iterator it = u.begin(); + unordered_set::iterator it = u.begin(); while (it != u.end()) { cs.push_back(*it); it = u.erase(it); diff --git a/training/utils/online_optimizer.h b/training/utils/online_optimizer.h index 28d89344..19223e9d 100644 --- a/training/utils/online_optimizer.h +++ b/training/utils/online_optimizer.h @@ -1,10 +1,10 @@ #ifndef _ONL_OPTIMIZE_H_ #define _ONL_OPTIMIZE_H_ -#include #include #include #include +#include #include "sparse_vector.h" struct LearningRateSchedule { @@ -56,7 +56,7 @@ struct ExponentialDecayLearningRate : public LearningRateSchedule { class OnlineOptimizer { public: virtual ~OnlineOptimizer(); - OnlineOptimizer(const std::tr1::shared_ptr& s, + OnlineOptimizer(const boost::shared_ptr& s, size_t batch_size, const std::vector& frozen_feats = std::vector()) : N_(batch_size),schedule_(s),k_() { @@ -77,13 +77,13 @@ class OnlineOptimizer { std::set frozen_; // frozen (non-optimizing) features private: - std::tr1::shared_ptr schedule_; + boost::shared_ptr schedule_; int k_; // iteration count }; class CumulativeL1OnlineOptimizer : public OnlineOptimizer { public: - CumulativeL1OnlineOptimizer(const std::tr1::shared_ptr& s, + CumulativeL1OnlineOptimizer(const boost::shared_ptr& s, size_t training_instances, double C, const std::vector& frozen) : OnlineOptimizer(s, training_instances, frozen), C_(C), u_() {} diff --git a/training/utils/optimize_test.cc b/training/utils/optimize_test.cc index bff2ca03..72fcef6d 100644 --- a/training/utils/optimize_test.cc +++ b/training/utils/optimize_test.cc @@ -2,6 +2,7 @@ #include #include #include +#include #include "optimize.h" #include "online_optimizer.h" #include "sparse_vector.h" @@ -96,14 +97,11 @@ void TestOptimizerVariants(int num_vars) { cerr << oa.Name() << " SUCCESS\n"; } -using namespace std::tr1; - void TestOnline() { size_t N = 20; double C = 1.0; double eta0 = 0.2; - std::tr1::shared_ptr r(new ExponentialDecayLearningRate(N, eta0, 0.85)); - //shared_ptr r(new StandardLearningRate(N, eta0)); + boost::shared_ptr r(new ExponentialDecayLearningRate(N, eta0, 0.85)); CumulativeL1OnlineOptimizer opt(r, N, C, std::vector()); assert(r->eta(10) < r->eta(1)); } diff --git a/utils/hash.h b/utils/hash.h index 189ed1ae..e56fca06 100644 --- a/utils/hash.h +++ b/utils/hash.h @@ -20,11 +20,17 @@ # define HASH_MAP_RESERVED(h,empty,deleted) do { (h).set_empty_key(empty); (h).set_deleted_key(deleted); } while(0) # define HASH_MAP_EMPTY(h,empty) do { (h).set_empty_key(empty); } while(0) #else +#ifdef HAVE_CXX11 +# include +# include +#else # include # include -# define SPARSE_HASH_MAP std::tr1::unordered_map -# define HASH_MAP std::tr1::unordered_map -# define HASH_SET std::tr1::unordered_set +namespace std { using std::tr1::unordered_map; using std::tr1::unordered_set; } +#endif +# define SPARSE_HASH_MAP std::unordered_map +# define HASH_MAP std::unordered_map +# define HASH_SET std::unordered_set # define HASH_MAP_DELETED(h,deleted) # define HASH_MAP_RESERVED(h,empty,deleted) # define HASH_MAP_EMPTY(h,empty) diff --git a/word-aligner/fast_align.cc b/word-aligner/fast_align.cc index fddcba9c..589ca62d 100644 --- a/word-aligner/fast_align.cc +++ b/word-aligner/fast_align.cc @@ -1,7 +1,12 @@ #include #include #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include #include @@ -17,7 +22,6 @@ namespace po = boost::program_options; using namespace std; -using namespace std::tr1; bool InitCommandLine(int argc, char** argv, po::variables_map* conf) { po::options_description opts("Configuration options"); diff --git a/word-aligner/ttables.cc b/word-aligner/ttables.cc index c177aa30..a56bbcef 100644 --- a/word-aligner/ttables.cc +++ b/word-aligner/ttables.cc @@ -5,7 +5,6 @@ #include "dict.h" using namespace std; -using namespace std::tr1; void TTable::DeserializeProbsFromText(std::istream* in) { int c = 0; diff --git a/word-aligner/ttables.h b/word-aligner/ttables.h index 507f591a..1785e064 100644 --- a/word-aligner/ttables.h +++ b/word-aligner/ttables.h @@ -2,7 +2,12 @@ #define _TTABLES_H_ #include -#include +#ifdef HAVE_CXX11 +# include +#else +# include +namespace std { using std::tr1::unordered_map; } +#endif #include "sparse_vector.h" #include "m.h" @@ -12,8 +17,8 @@ class TTable { public: TTable() {} - typedef std::tr1::unordered_map Word2Double; - typedef std::tr1::unordered_map Word2Word2Double; + typedef std::unordered_map Word2Double; + typedef std::unordered_map Word2Word2Double; inline double prob(const int& e, const int& f) const { const Word2Word2Double::const_iterator cit = ttable.find(e); if (cit != ttable.end()) { -- cgit v1.2.3 From 4bdb3451dc6c005a5356844435c098bb14dae6a8 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 01:22:11 -0500 Subject: fixes --- configure.ac | 7 ++++++- mteval/mbr_kbest.cc | 2 +- mteval/ns_ter.cc | 2 +- mteval/ter.cc | 2 +- utils/hash.h | 2 +- 5 files changed, 10 insertions(+), 5 deletions(-) diff --git a/configure.ac b/configure.ac index c3b749e3..e4183c15 100644 --- a/configure.ac +++ b/configure.ac @@ -185,7 +185,12 @@ AC_CHECK_HEADER(google/dense_hash_map, AC_PROG_INSTALL -CPPFLAGS="-DPIC -fPIC $CPPFLAGS -DHAVE_CONFIG_H -DKENLM_MAX_ORDER=6" +CPPFLAGS="-DPIC -fPIC $CXX11_SWITCH $CPPFLAGS -DHAVE_CONFIG_H -DKENLM_MAX_ORDER=6" + +if test "x$HAVE_CXX11" = "x0"; then + CPPFLAGS="$CPPFLAGS -DHAVE_OLD_CPP" +fi + # core cdec stuff AC_CONFIG_FILES([Makefile]) diff --git a/mteval/mbr_kbest.cc b/mteval/mbr_kbest.cc index 787c03bd..76d2c7fc 100644 --- a/mteval/mbr_kbest.cc +++ b/mteval/mbr_kbest.cc @@ -3,7 +3,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/mteval/ns_ter.cc b/mteval/ns_ter.cc index f0d84098..680fb7b4 100644 --- a/mteval/ns_ter.cc +++ b/mteval/ns_ter.cc @@ -4,7 +4,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/mteval/ter.cc b/mteval/ter.cc index 9da54306..19b90bbc 100644 --- a/mteval/ter.cc +++ b/mteval/ter.cc @@ -5,7 +5,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/utils/hash.h b/utils/hash.h index e56fca06..e1426ffb 100644 --- a/utils/hash.h +++ b/utils/hash.h @@ -20,7 +20,7 @@ # define HASH_MAP_RESERVED(h,empty,deleted) do { (h).set_empty_key(empty); (h).set_deleted_key(deleted); } while(0) # define HASH_MAP_EMPTY(h,empty) do { (h).set_empty_key(empty); } while(0) #else -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include # include #else -- cgit v1.2.3 From e974e1dd835bd7995dca720bba1ce0ab09f6fe54 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 01:23:56 -0500 Subject: small fixes --- decoder/ff_external.cc | 2 +- python/cdec/sa/compile.py | 13 +++++++------ 2 files changed, 8 insertions(+), 7 deletions(-) diff --git a/decoder/ff_external.cc b/decoder/ff_external.cc index dea0e20f..6ee4b2cf 100644 --- a/decoder/ff_external.cc +++ b/decoder/ff_external.cc @@ -19,7 +19,7 @@ ExternalFeature::ExternalFeature(const string& param) { cerr << "External requires a path to a dynamic library!\n"; abort(); } - lib_handle = dlopen(file.c_str(), RTLD_LAZY); + lib_handle = dlopen(file.c_str(), RTLD_LAZY | RTLD_GLOBAL); if (!lib_handle) { cerr << "dlopen reports: " << dlerror() << endl; cerr << "Did you provide a full path to the dynamic library?\n"; diff --git a/python/cdec/sa/compile.py b/python/cdec/sa/compile.py index d4cd8387..caa93f8b 100644 --- a/python/cdec/sa/compile.py +++ b/python/cdec/sa/compile.py @@ -75,6 +75,13 @@ def main(): a_bin = os.path.join(args.output, 'a.bin') lex_bin = os.path.join(args.output, 'lex.bin') + config = cdec.configobj.ConfigObj(args.config, unrepr=True) + config['f_sa_file'] = os.path.abspath(f_sa_bin) + config['e_file'] = os.path.abspath(e_bin) + config['a_file'] = os.path.abspath(a_bin) + config['lex_file'] = os.path.abspath(lex_bin) + config['precompute_file'] = os.path.abspath(precomp_bin) + start_time = monitor_cpu() logger.info('Compiling source suffix array') if args.bitext: @@ -116,12 +123,6 @@ def main(): logger.info('Compiling bilexical dictionary took %f seconds', stop_time - start_time) # Write configuration - config = cdec.configobj.ConfigObj(args.config, unrepr=True) - config['f_sa_file'] = os.path.abspath(f_sa_bin) - config['e_file'] = os.path.abspath(e_bin) - config['a_file'] = os.path.abspath(a_bin) - config['lex_file'] = os.path.abspath(lex_bin) - config['precompute_file'] = os.path.abspath(precomp_bin) for name, value in zip(param_names, params): config[name] = value config.write() -- cgit v1.2.3 From f204210aee0748f5183c6f0c853be89266f4a651 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 01:46:28 -0500 Subject: fix for c++11 --- .gitignore | 2 +- decoder/apply_models.cc | 2 +- decoder/decoder.cc | 2 +- decoder/earley_composer.cc | 2 +- decoder/ff_source_syntax.cc | 2 +- decoder/ff_source_syntax2_p.cc | 2 +- decoder/ff_source_syntax_p.cc | 2 +- decoder/ff_wordalign.cc | 2 +- decoder/ff_wordalign.h | 2 +- decoder/ff_wordset.h | 2 +- decoder/grammar.cc | 2 +- decoder/hg_intersect.cc | 2 +- decoder/kbest.h | 2 +- decoder/maxtrans_blunsom.cc | 2 +- decoder/phrasebased_translator.cc | 2 +- python/cdec/sa/strmap.cc | 2 +- python/setup.py.in | 3 ++- training/latent_svm/latent_svm.cc | 13 ++++++------- training/mira/kbest_cut_mira.cc | 7 ------- training/utils/candidate_set.cc | 2 +- word-aligner/fast_align.cc | 2 +- word-aligner/ttables.h | 2 +- 22 files changed, 27 insertions(+), 34 deletions(-) diff --git a/.gitignore b/.gitignore index 697a1a9d..5f573137 100644 --- a/.gitignore +++ b/.gitignore @@ -103,7 +103,7 @@ jam-files/bjam jam-files/engine/bin.* jam-files/engine/bootstrap/ klm/lm/bin/ -klm/lm/builder/builder +klm/lm/builder/lmplz klm/lm/build_binary klm/lm/ngram_query klm/lm/query diff --git a/decoder/apply_models.cc b/decoder/apply_models.cc index 2e093d6a..4cd8b36f 100644 --- a/decoder/apply_models.cc +++ b/decoder/apply_models.cc @@ -8,7 +8,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include # include #else diff --git a/decoder/decoder.cc b/decoder/decoder.cc index 2c0e07b7..da65713a 100644 --- a/decoder/decoder.cc +++ b/decoder/decoder.cc @@ -1,6 +1,6 @@ #include "decoder.h" -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/earley_composer.cc b/decoder/earley_composer.cc index 32c387d3..d47a6969 100644 --- a/decoder/earley_composer.cc +++ b/decoder/earley_composer.cc @@ -4,7 +4,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include # include #else diff --git a/decoder/ff_source_syntax.cc b/decoder/ff_source_syntax.cc index 95709076..88f6714c 100644 --- a/decoder/ff_source_syntax.cc +++ b/decoder/ff_source_syntax.cc @@ -2,7 +2,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/ff_source_syntax2_p.cc b/decoder/ff_source_syntax2_p.cc index 130144fa..6a2ae742 100644 --- a/decoder/ff_source_syntax2_p.cc +++ b/decoder/ff_source_syntax2_p.cc @@ -3,7 +3,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/ff_source_syntax_p.cc b/decoder/ff_source_syntax_p.cc index 1d3dc497..c094de59 100644 --- a/decoder/ff_source_syntax_p.cc +++ b/decoder/ff_source_syntax_p.cc @@ -2,7 +2,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/ff_wordalign.cc b/decoder/ff_wordalign.cc index 8ed053c2..dcb80110 100644 --- a/decoder/ff_wordalign.cc +++ b/decoder/ff_wordalign.cc @@ -7,7 +7,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/ff_wordalign.h b/decoder/ff_wordalign.h index 50f0dafa..0161f603 100644 --- a/decoder/ff_wordalign.h +++ b/decoder/ff_wordalign.h @@ -9,7 +9,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/ff_wordset.h b/decoder/ff_wordset.h index affee2f4..e78cd2fb 100644 --- a/decoder/ff_wordset.h +++ b/decoder/ff_wordset.h @@ -9,7 +9,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/grammar.cc b/decoder/grammar.cc index f2530d35..160d00e6 100644 --- a/decoder/grammar.cc +++ b/decoder/grammar.cc @@ -3,7 +3,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include # include #else diff --git a/decoder/hg_intersect.cc b/decoder/hg_intersect.cc index c5f1cc91..31a9a1ce 100644 --- a/decoder/hg_intersect.cc +++ b/decoder/hg_intersect.cc @@ -1,7 +1,7 @@ #include "hg_intersect.h" #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/kbest.h b/decoder/kbest.h index cd386aef..c7194c7e 100644 --- a/decoder/kbest.h +++ b/decoder/kbest.h @@ -3,7 +3,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/decoder/maxtrans_blunsom.cc b/decoder/maxtrans_blunsom.cc index 8d1d471c..a9f65fab 100644 --- a/decoder/maxtrans_blunsom.cc +++ b/decoder/maxtrans_blunsom.cc @@ -2,7 +2,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include # include #else diff --git a/decoder/phrasebased_translator.cc b/decoder/phrasebased_translator.cc index 321fb286..04b3e5d2 100644 --- a/decoder/phrasebased_translator.cc +++ b/decoder/phrasebased_translator.cc @@ -2,7 +2,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include # include #else diff --git a/python/cdec/sa/strmap.cc b/python/cdec/sa/strmap.cc index d7c4f2a3..b6debfb0 100644 --- a/python/cdec/sa/strmap.cc +++ b/python/cdec/sa/strmap.cc @@ -4,7 +4,7 @@ #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/python/setup.py.in b/python/setup.py.in index ce1eb2ed..8ed0b100 100644 --- a/python/setup.py.in +++ b/python/setup.py.in @@ -21,7 +21,8 @@ ext_modules = [ extra_compile_args=CPPFLAGS, extra_link_args=LDFLAGS), Extension(name='cdec.sa._sa', - sources=['cdec/sa/_sa.c', 'cdec/sa/strmap.cc']) + sources=['cdec/sa/_sa.c', 'cdec/sa/strmap.cc'], + extra_compile_args=CPPFLAGS) ] setup( diff --git a/training/latent_svm/latent_svm.cc b/training/latent_svm/latent_svm.cc index ab9c1d5d..60e52550 100644 --- a/training/latent_svm/latent_svm.cc +++ b/training/latent_svm/latent_svm.cc @@ -32,7 +32,6 @@ total_loss and prev_loss actually refer not to loss, but the metric (usually BLE #include "sampler.h" using namespace std; -using boost::shared_ptr; namespace po = boost::program_options; bool invert_score; @@ -128,7 +127,7 @@ struct HypothesisInfo { }; struct GoodOracle { - shared_ptr good; + boost::shared_ptr good; }; struct TrainingObserver : public DecoderObserver { @@ -143,9 +142,9 @@ struct TrainingObserver : public DecoderObserver { const DocScorer& ds; const vector& feature_weights; vector& oracles; - shared_ptr cur_best; - shared_ptr cur_costaug_best; - shared_ptr cur_ref; + boost::shared_ptr cur_best; + boost::shared_ptr cur_costaug_best; + boost::shared_ptr cur_ref; const int kbest_size; const double mt_metric_scale; const double mu; @@ -168,8 +167,8 @@ struct TrainingObserver : public DecoderObserver { UpdateOracles(smeta.GetSentenceID(), *hg); } - shared_ptr MakeHypothesisInfo(const SparseVector& feats, const double metric) { - shared_ptr h(new HypothesisInfo); + boost::shared_ptr MakeHypothesisInfo(const SparseVector& feats, const double metric) { + boost::shared_ptr h(new HypothesisInfo); h->features = feats; h->mt_metric_score = metric; return h; diff --git a/training/mira/kbest_cut_mira.cc b/training/mira/kbest_cut_mira.cc index 3b1108e0..990609d7 100644 --- a/training/mira/kbest_cut_mira.cc +++ b/training/mira/kbest_cut_mira.cc @@ -49,13 +49,6 @@ bool sent_approx; bool checkloss; bool stream; -void SanityCheck(const vector& w) { - for (int i = 0; i < w.size(); ++i) { - assert(!isnan(w[i])); - assert(!isinf(w[i])); - } -} - struct FComp { const vector& w_; FComp(const vector& w) : w_(w) {} diff --git a/training/utils/candidate_set.cc b/training/utils/candidate_set.cc index 1dec9609..33dae9a3 100644 --- a/training/utils/candidate_set.cc +++ b/training/utils/candidate_set.cc @@ -1,6 +1,6 @@ #include "candidate_set.h" -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/word-aligner/fast_align.cc b/word-aligner/fast_align.cc index 589ca62d..f54233eb 100644 --- a/word-aligner/fast_align.cc +++ b/word-aligner/fast_align.cc @@ -1,7 +1,7 @@ #include #include #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include diff --git a/word-aligner/ttables.h b/word-aligner/ttables.h index 1785e064..d82aff72 100644 --- a/word-aligner/ttables.h +++ b/word-aligner/ttables.h @@ -2,7 +2,7 @@ #define _TTABLES_H_ #include -#ifdef HAVE_CXX11 +#ifndef HAVE_OLD_CPP # include #else # include -- cgit v1.2.3 From 5ca9348b98a519015c4080186ea1a6fe42ef4a2b Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 03:56:11 -0500 Subject: fixes --- decoder/Makefile.am | 90 +++++++------- decoder/tromble_loss.cc | 309 ------------------------------------------------ decoder/tromble_loss.h | 40 ------- 3 files changed, 48 insertions(+), 391 deletions(-) delete mode 100644 decoder/tromble_loss.cc delete mode 100644 decoder/tromble_loss.h diff --git a/decoder/Makefile.am b/decoder/Makefile.am index 39a13ad8..f02299e6 100644 --- a/decoder/Makefile.am +++ b/decoder/Makefile.am @@ -55,12 +55,18 @@ libcdec_a_SOURCES = \ ff_klm.h \ ff_lm.h \ ff_ngrams.h \ + ff_parse_match.h \ ff_register.h \ ff_rules.h \ ff_ruleshape.h \ ff_sample_fsa.h \ + ff_soft_syntax.h \ + ff_soft_syntax2.h \ ff_source_path.h \ ff_source_syntax.h \ + ff_source_syntax2.h \ + ff_source_syntax2_p.h \ + ff_source_syntax_p.h \ ff_spans.h \ ff_tagger.h \ ff_wordalign.h \ @@ -94,66 +100,66 @@ libcdec_a_SOURCES = \ sentences.h \ tagger.h \ translator.h \ - tromble_loss.h \ trule.h \ viterbi.h \ - forest_writer.cc \ - maxtrans_blunsom.cc \ + aligner.cc \ + apply_models.cc \ + bottom_up_parser.cc \ + cdec.cc \ cdec_ff.cc \ cfg.cc \ - ff_external.cc \ - rule_lexer.cc \ - fst_translator.cc \ csplit.cc \ - translator.cc \ - rescore_translator.cc \ - scfg_translator.cc \ - hg.cc \ - hg_io.cc \ - hg_remove_eps.cc \ decoder.cc \ - hg_intersect.cc \ - hg_union.cc \ - hg_sampler.cc \ - factored_lexicon_helper.cc \ - viterbi.cc \ - lattice.cc \ - aligner.cc \ - apply_models.cc \ earley_composer.cc \ - phrasetable_fst.cc \ - trule.cc \ + factored_lexicon_helper.cc \ ff.cc \ - ffset.cc \ ff_basic.cc \ - ff_rules.cc \ - ff_wordset.cc \ - ff_context.cc \ + ff_bleu.cc \ ff_charset.cc \ - ff_lm.cc \ + ff_context.cc \ + ff_csplit.cc \ + ff_external.cc \ + ff_factory.cc \ ff_klm.cc \ + ff_lm.cc \ ff_ngrams.cc \ - ff_spans.cc \ + ff_parse_match.cc \ + ff_rules.cc \ ff_ruleshape.cc \ - ff_wordalign.cc \ - ff_csplit.cc \ - ff_tagger.cc \ + ff_soft_syntax.cc \ + ff_soft_syntax2.cc \ ff_source_path.cc \ - ff_parse_match.cc \ - ff_soft_syntax.cc \ - ff_soft_syntax2.cc \ ff_source_syntax.cc \ - ff_source_syntax_p.cc \ ff_source_syntax2.cc \ ff_source_syntax2_p.cc \ - ff_bleu.cc \ - ff_factory.cc \ + ff_source_syntax_p.cc \ + ff_spans.cc \ + ff_tagger.cc \ + ff_wordalign.cc \ + ff_wordset.cc \ + ffset.cc \ + forest_writer.cc \ + fst_translator.cc \ + grammar.cc \ + hg.cc \ + hg_intersect.cc \ + hg_io.cc \ + hg_remove_eps.cc \ + hg_sampler.cc \ + hg_union.cc \ incremental.cc \ + json_parse.cc \ + lattice.cc \ lexalign.cc \ lextrans.cc \ - tagger.cc \ - bottom_up_parser.cc \ + maxtrans_blunsom.cc \ phrasebased_translator.cc \ - JSON_parser.c \ - json_parse.cc \ - grammar.cc + phrasetable_fst.cc \ + rescore_translator.cc \ + rule_lexer.cc \ + scfg_translator.cc \ + tagger.cc \ + translator.cc \ + trule.cc \ + viterbi.cc \ + JSON_parser.c diff --git a/decoder/tromble_loss.cc b/decoder/tromble_loss.cc deleted file mode 100644 index 24cfef5f..00000000 --- a/decoder/tromble_loss.cc +++ /dev/null @@ -1,309 +0,0 @@ -#include "tromble_loss.h" -#include "fast_lexical_cast.hpp" - -#include -#include -#include -#include -#include -#include - -#include -#include -#include - -#include "sentence_metadata.h" -#include "trule.h" -#include "tdict.h" - -using namespace std; - -namespace { - -typedef unsigned char GramCount; - -struct RefCounts { - GramCount max; - std::vector refs; - size_t length; -}; - -typedef boost::unordered_map, size_t, boost::hash > > NGramMap; - -// Take all the n-grams in the references and stuff them into ngrams. -void MakeNGramMapFromReferences(const vector > &references, - int n, - vector *counts, - NGramMap *ngrams) { - ngrams->clear(); - std::pair, size_t> insert_me; - vector &ngram = insert_me.first; - ngram.reserve(n); - size_t &id = insert_me.second; - id = 0; - for (int refi = 0; refi < references.size(); ++refi) { - const vector& ref = references[refi]; - const int s = ref.size(); - for (int j=0; j ret(ngrams->insert(insert_me)); - if (ret.second) { - counts->resize(id + 1); - RefCounts &ref_counts = counts->back(); - ref_counts.max = 1; - ref_counts.refs.resize(references.size()); - ref_counts.refs[refi] = 1; - ref_counts.length = ngram.size(); - ++id; - } else { - RefCounts &ref_counts = (*counts)[ret.first->second]; - ref_counts.max = std::max(ref_counts.max, ++ref_counts.refs[refi]); - } - } - } - } -} - -struct MutableState { - MutableState(void *from, size_t n) : length(reinterpret_cast(from)), left(reinterpret_cast(length + 1)), right(left + n - 1), counts(reinterpret_cast(right + n - 1)) {} - size_t *length; - WordID *left, *right; - GramCount *counts; - static size_t Size(size_t n, size_t bound_ngram_id) { return sizeof(size_t) + (n - 1) * 2 * sizeof(WordID) + bound_ngram_id * sizeof(GramCount); } -}; - -struct ConstState { - ConstState(const void *from, size_t n) : length(reinterpret_cast(from)), left(reinterpret_cast(length + 1)), right(left + n - 1), counts(reinterpret_cast(right + n - 1)) {} - const size_t *length; - const WordID *left, *right; - const GramCount *counts; - static size_t Size(size_t n, size_t bound_ngram_id) { return sizeof(size_t) + (n - 1) * 2 * sizeof(WordID) + bound_ngram_id * sizeof(GramCount); } -}; - -template struct CompatibleHashRange : public std::unary_function &, size_t> { - size_t operator()(const boost::iterator_range &range) const { - return boost::hash_range(range.begin(), range.end()); - } -}; - -template struct CompatibleEqualsRange : public std::binary_function &, const std::vector &, size_t> { - size_t operator()(const boost::iterator_range &range, const std::vector &vec) const { - return boost::algorithm::equals(range, vec); - } - size_t operator()(const std::vector &vec, const boost::iterator_range &range) const { - return boost::algorithm::equals(range, vec); - } -}; - -void AddWord(const boost::circular_buffer &segment, size_t min_length, const NGramMap &ref_grams, GramCount *counters) { - typedef boost::circular_buffer::const_iterator BufferIt; - typedef boost::iterator_range SegmentRange; - if (segment.size() < min_length) return; -#if 0 - CompatibleHashRange hasher; - CompatibleEqualsRange equals; - for (BufferIt seg_start(segment.end() - min_length); ; --seg_start) { - NGramMap::const_iterator found = ref_grams.find(SegmentRange(seg_start, segment.end())); - if (found == ref_grams.end()) break; - ++counters[found->second]; - if (seg_start == segment.begin()) break; - } -#endif -} - -} // namespace - -class TrombleLossComputerImpl { - public: - explicit TrombleLossComputerImpl(const std::string ¶ms) : star_(TD::Convert("<{STAR}>")) { - typedef boost::tokenizer > Tokenizer; - // Argument parsing - std::string ref_file_name; - Tokenizer tok(params, boost::char_separator(" ")); - Tokenizer::iterator i = tok.begin(); - if (i == tok.end()) { - std::cerr << "TrombleLossComputer needs a reference file name." << std::endl; - exit(1); - } - ref_file_name = *i++; - if (i == tok.end()) { - std::cerr << "TrombleLossComputer needs to know how many references." << std::endl; - exit(1); - } - num_refs_ = boost::lexical_cast(*i++); - for (; i != tok.end(); ++i) { - thetas_.push_back(boost::lexical_cast(*i)); - } - if (thetas_.empty()) { - std::cerr << "TrombleLossComputer is pointless with no weight on n-grams." << std::endl; - exit(1); - } - - // Read references file. - std::ifstream ref_file(ref_file_name.c_str()); - if (!ref_file) { - std::cerr << "Could not open TrombleLossComputer file " << ref_file_name << std::endl; - exit(1); - } - std::string ref; - vector > references(num_refs_); - bound_ngram_id_ = 0; - for (unsigned int sentence = 0; ref_file; ++sentence) { - for (unsigned int refidx = 0; refidx < num_refs_; ++refidx) { - if (!getline(ref_file, ref)) { - if (refidx == 0) break; - std::cerr << "Short read of " << refidx << " references for sentence " << sentence << std::endl; - exit(1); - } - TD::ConvertSentence(ref, &references[refidx]); - } - ref_ids_.resize(sentence + 1); - ref_counts_.resize(sentence + 1); - MakeNGramMapFromReferences(references, thetas_.size(), &ref_counts_.back(), &ref_ids_.back()); - bound_ngram_id_ = std::max(bound_ngram_id_, ref_ids_.back().size()); - } - } - - size_t StateSize() const { - // n-1 boundary words plus counts for n-grams currently rendered as bytes even though most would fit in bits. - // Also, this is cached by higher up classes so no need to cache here. - return MutableState::Size(thetas_.size(), bound_ngram_id_); - } - - double Traversal( - const SentenceMetadata &smeta, - const TRule &rule, - const vector &ant_contexts, - void *out_context) const { - // TODO: get refs from sentence metadata. - // This will require resizable features. - if (smeta.GetSentenceID() >= ref_ids_.size()) { - std::cerr << "Sentence ID " << smeta.GetSentenceID() << " doesn't have references; there are only " << ref_ids_.size() << " references." << std::endl; - exit(1); - } - const NGramMap &ngrams = ref_ids_[smeta.GetSentenceID()]; - MutableState out_state(out_context, thetas_.size()); - memset(out_state.counts, 0, bound_ngram_id_ * sizeof(GramCount)); - boost::circular_buffer history(thetas_.size()); - std::vector::const_iterator ant_context = ant_contexts.begin(); - *out_state.length = 0; - size_t pushed = 0; - const size_t keep = thetas_.size() - 1; - for (vector::const_iterator rhs = rule.e().begin(); rhs != rule.e().end(); ++rhs) { - if (*rhs < 1) { - assert(ant_context != ant_contexts.end()); - // Constituent - ConstState rhs_state(*ant_context, thetas_.size()); - *out_state.length += *rhs_state.length; - { - GramCount *accum = out_state.counts; - for (const GramCount *c = rhs_state.counts; c != rhs_state.counts + ngrams.size(); ++c, ++accum) { - *accum += *c; - } - } - const WordID *w = rhs_state.left; - bool long_constit = true; - for (size_t i = 1; i <= keep; ++i, ++w) { - if (*w == star_) { - long_constit = false; - break; - } - history.push_back(*w); - if (++pushed == keep) { - std::copy(history.begin(), history.end(), out_state.left); - } - // Now i is the length of the history coming from this constituent. So it needs at least i+1 words to have a cross-child add. - AddWord(history, i + 1, ngrams, out_state.counts); - } - // If the consituent is shorter than thetas_.size(), then the - // constituent's left is the entire constituent, so history is already - // correct. Otherwise, the entire right hand side is the entire - // history. - if (long_constit) { - history.assign(thetas_.size(), rhs_state.right, rhs_state.right + keep); - } - ++ant_context; - } else { - // Word - ++*out_state.length; - history.push_back(*rhs); - if (++pushed == keep) { - std::copy(history.begin(), history.end(), out_state.left); - } - AddWord(history, 1, ngrams, out_state.counts); - } - } - // Fill in left and right constituents. - if (pushed < keep) { - std::copy(history.begin(), history.end(), out_state.left); - for (WordID *i = out_state.left + pushed; i != out_state.left + keep; ++i) { - *i = star_; - } - std::copy(out_state.left, out_state.left + keep, out_state.right); - } else if(pushed == keep) { - std::copy(history.begin(), history.end(), out_state.right); - } else if ((pushed > keep) && !history.empty()) { - std::copy(history.begin() + 1, history.end(), out_state.right); - } - std::vector::const_iterator ref_info = ref_counts_[smeta.GetSentenceID()].begin(); - // Clip the counts and count matches. - // Indexed by reference then by length. - std::vector > matches(num_refs_, std::vector(thetas_.size())); - for (GramCount *c = out_state.counts; c != out_state.counts + ngrams.size(); ++c, ++ref_info) { - *c = std::min(*c, ref_info->max); - if (*c) { - for (unsigned int refidx = 0; refidx < num_refs_; ++refidx) { - assert(ref_info->length >= 1); - assert(ref_info->length - 1 < thetas_.size()); - matches[refidx][ref_info->length - 1] += std::min(*c, ref_info->refs[refidx]); - } - } - } - double best_score = 0.0; - for (unsigned int refidx = 0; refidx < num_refs_; ++refidx) { - double score = 0.0; - for (unsigned int j = 0; j < std::min(*out_state.length, thetas_.size()); ++j) { - score += thetas_[j] * static_cast(matches[refidx][j]) / static_cast(*out_state.length - j); - } - best_score = std::max(best_score, score); - } - return best_score; - } - - private: - unsigned int num_refs_; - // Indexed by sentence id. - std::vector ref_ids_; - // Then by id from ref_ids_. - std::vector > ref_counts_; - - // thetas_[0] is the weight for 1-grams - std::vector thetas_; - - // All ngram ids in ref_ids_ are < this value. - size_t bound_ngram_id_; - - const WordID star_; -}; - -TrombleLossComputer::TrombleLossComputer(const std::string ¶ms) : - boost::base_from_member(new TrombleLossComputerImpl(params)), - FeatureFunction(boost::base_from_member::member->StateSize()), - fid_(FD::Convert("TrombleLossComputer")) {} - -TrombleLossComputer::~TrombleLossComputer() {} - -void TrombleLossComputer::TraversalFeaturesImpl(const SentenceMetadata& smeta, - const Hypergraph::Edge& edge, - const vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* out_context) const { - (void) estimated_features; - const double loss = boost::base_from_member::member->Traversal(smeta, *edge.rule_, ant_contexts, out_context); - features->set_value(fid_, loss); -} diff --git a/decoder/tromble_loss.h b/decoder/tromble_loss.h deleted file mode 100644 index fde33100..00000000 --- a/decoder/tromble_loss.h +++ /dev/null @@ -1,40 +0,0 @@ -#ifndef _TROMBLE_LOSS_H_ -#define _TROMBLE_LOSS_H_ - -#include -#include -#include - -#include "ff.h" -#include "wordid.h" - -// this may not be the most elegant way to implement this computation, but since we -// may need cube pruning and state splitting, we reuse the feature detector framework. -// the loss is then stored in a feature #0 (which is guaranteed to have weight 0 and -// never be a "real" feature). -class TrombleLossComputerImpl; -class TrombleLossComputer : private boost::base_from_member >, public FeatureFunction { - private: - typedef boost::scoped_ptr PImpl; - typedef FeatureFunction Base; - - public: - // String parameters are ref.txt num_ref weight1 weight2 ... weightn - // where ref.txt contains references on per line, with num_ref references per sentence - // The weights are the weight on each length n-gram. - explicit TrombleLossComputer(const std::string ¶ms); - - ~TrombleLossComputer(); - - protected: - virtual void TraversalFeaturesImpl(const SentenceMetadata& smeta, - const HG::Edge& edge, - const std::vector& ant_contexts, - SparseVector* features, - SparseVector* estimated_features, - void* out_context) const; - private: - const int fid_; -}; - -#endif -- cgit v1.2.3 From 73a5e89074c7a531caee6faa72cfd9c22dafa43e Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 13:22:23 -0500 Subject: fix for mavericks --- Makefile.am | 7 ++++--- configure.ac | 6 +++--- decoder/ff_context.cc | 2 +- decoder/phrasebased_translator.cc | 9 ++++++--- mteval/ns.cc | 2 +- mteval/scorer.cc | 2 +- 6 files changed, 16 insertions(+), 12 deletions(-) diff --git a/Makefile.am b/Makefile.am index 1c30a6ff..3438c0a4 100644 --- a/Makefile.am +++ b/Makefile.am @@ -14,12 +14,13 @@ SUBDIRS = \ training \ training/liblbfgs \ word-aligner \ - example_extff \ - extractor + example_extff + +# extractor #gi/pyp-topics/src gi/clda/src gi/posterior-regularisation/prjava -EXTRA_DIST = corpus tests python/pkg python/src python/tests python/examples compound-split environment +EXTRA_DIST = corpus tests python/tests python/examples compound-split environment AUTOMAKE_OPTIONS = foreign ACLOCAL_AMFLAGS = -I m4 AM_CPPFLAGS = -D_GLIBCXX_PARALLEL -march=native -mtune=native -O2 -pipe -fomit-frame-pointer -Wall diff --git a/configure.ac b/configure.ac index e4183c15..9c3e692b 100644 --- a/configure.ac +++ b/configure.ac @@ -185,13 +185,13 @@ AC_CHECK_HEADER(google/dense_hash_map, AC_PROG_INSTALL -CPPFLAGS="-DPIC -fPIC $CXX11_SWITCH $CPPFLAGS -DHAVE_CONFIG_H -DKENLM_MAX_ORDER=6" +CPPFLAGS="-DPIC -fPIC $CPPFLAGS -DHAVE_CONFIG_H -DKENLM_MAX_ORDER=6" +CXXFLAGS="$CXX11_SWITCH $CXXFLAGS" if test "x$HAVE_CXX11" = "x0"; then CPPFLAGS="$CPPFLAGS -DHAVE_OLD_CPP" fi - # core cdec stuff AC_CONFIG_FILES([Makefile]) AC_CONFIG_FILES([utils/Makefile]) @@ -199,7 +199,7 @@ AC_CONFIG_FILES([mteval/Makefile]) AC_CONFIG_FILES([mteval/meteor_jar.cc]) AC_CONFIG_FILES([decoder/Makefile]) AC_CONFIG_FILES([python/setup.py]) -AC_CONFIG_FILES([extractor/Makefile]) +# AC_CONFIG_FILES([extractor/Makefile]) AC_CONFIG_FILES([word-aligner/Makefile]) # KenLM stuff diff --git a/decoder/ff_context.cc b/decoder/ff_context.cc index f2b0e67c..e56f6f1f 100644 --- a/decoder/ff_context.cc +++ b/decoder/ff_context.cc @@ -46,7 +46,7 @@ void RuleContextFeatures::ReplaceMacroWithString( macro << relative_location << "]"; int macro_index = feature_instance.find(macro.str()); if (macro_index == string::npos) { - cerr << "Can't find macro " << macro << " in feature template " + cerr << "Can't find macro " << macro.str() << " in feature template " << feature_instance; abort(); } diff --git a/decoder/phrasebased_translator.cc b/decoder/phrasebased_translator.cc index 04b3e5d2..8048248e 100644 --- a/decoder/phrasebased_translator.cc +++ b/decoder/phrasebased_translator.cc @@ -54,10 +54,13 @@ struct Coverage : public vector { }; struct CoverageHash { size_t operator()(const Coverage& cov) const { - return hasher_(static_cast&>(cov)); + int seed = 131; + size_t res = 0; + for (vector::const_iterator it = cov.begin(); it != cov.end(); ++it) { + res = (res * seed) + (*it + 1); + } + return res; } - private: - boost::hash > hasher_; }; ostream& operator<<(ostream& os, const Coverage& cov) { os << '['; diff --git a/mteval/ns.cc b/mteval/ns.cc index b64d4798..c1ea238b 100644 --- a/mteval/ns.cc +++ b/mteval/ns.cc @@ -106,7 +106,7 @@ struct BleuSegmentEvaluator : public SegmentEvaluator { } struct NGramCompare { - int operator() (const vector& a, const vector& b) { + int operator() (const vector& a, const vector& b) const { const size_t as = a.size(); const size_t bs = b.size(); const size_t s = (as < bs ? as : bs); diff --git a/mteval/scorer.cc b/mteval/scorer.cc index 9eb9a76e..fedbca91 100644 --- a/mteval/scorer.cc +++ b/mteval/scorer.cc @@ -198,7 +198,7 @@ class BLEUScorerBase : public SentenceScorer { virtual float ComputeRefLength(const vector& hyp) const = 0; private: struct NGramCompare { - int operator() (const vector& a, const vector& b) { + int operator() (const vector& a, const vector& b) const { size_t as = a.size(); size_t bs = b.size(); const size_t s = (as < bs ? as : bs); -- cgit v1.2.3 From bb00ca99c527239ca163b209a599873fc9013072 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 13:52:41 -0500 Subject: mav fixes --- Makefile.am | 4 +--- configure.ac | 2 +- python/setup.py.in | 2 +- 3 files changed, 3 insertions(+), 5 deletions(-) diff --git a/Makefile.am b/Makefile.am index 3438c0a4..008dc704 100644 --- a/Makefile.am +++ b/Makefile.am @@ -18,9 +18,7 @@ SUBDIRS = \ # extractor -#gi/pyp-topics/src gi/clda/src gi/posterior-regularisation/prjava - -EXTRA_DIST = corpus tests python/tests python/examples compound-split environment +EXTRA_DIST = corpus tests python/cdec python/tests python/examples compound-split environment AUTOMAKE_OPTIONS = foreign ACLOCAL_AMFLAGS = -I m4 AM_CPPFLAGS = -D_GLIBCXX_PARALLEL -march=native -mtune=native -O2 -pipe -fomit-frame-pointer -Wall diff --git a/configure.ac b/configure.ac index 9c3e692b..03bae25c 100644 --- a/configure.ac +++ b/configure.ac @@ -199,7 +199,7 @@ AC_CONFIG_FILES([mteval/Makefile]) AC_CONFIG_FILES([mteval/meteor_jar.cc]) AC_CONFIG_FILES([decoder/Makefile]) AC_CONFIG_FILES([python/setup.py]) -# AC_CONFIG_FILES([extractor/Makefile]) +#AC_CONFIG_FILES([extractor/Makefile]) AC_CONFIG_FILES([word-aligner/Makefile]) # KenLM stuff diff --git a/python/setup.py.in b/python/setup.py.in index 8ed0b100..cdde696e 100644 --- a/python/setup.py.in +++ b/python/setup.py.in @@ -7,7 +7,7 @@ LIB = ['../decoder', '../utils', '../mteval', '../training/utils', '../klm/lm', # Set automatically by configure LIBS = re.findall('-l([^\s]+)', '@LIBS@') -CPPFLAGS = re.findall('-[^\s]+', '@CPPFLAGS@') +CPPFLAGS = re.findall('-[^\s]+', '@CPPFLAGS@ @CXXFLAGS@') LDFLAGS = re.findall('-[^\s]+', '@LDFLAGS@') # Make sure linker flags go only to the linker LDFLAGS = [opt.replace('-R', '-Wl,-rpath,') for opt in LDFLAGS] -- cgit v1.2.3 From adbe2a9683b9012e280318f5569a072ce45eba25 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Sun, 10 Nov 2013 17:36:52 -0500 Subject: hack to fix compilation problems on mav --- python/cdec/sa/_sa.c | 80647 ----------------------------------------------- python/cdec/sa/_sa.cpp | 80647 +++++++++++++++++++++++++++++++++++++++++++++++ python/setup.py.in | 2 +- 3 files changed, 80648 insertions(+), 80648 deletions(-) delete mode 100644 python/cdec/sa/_sa.c create mode 100644 python/cdec/sa/_sa.cpp diff --git a/python/cdec/sa/_sa.c b/python/cdec/sa/_sa.c deleted file mode 100644 index a9f7855e..00000000 --- a/python/cdec/sa/_sa.c +++ /dev/null @@ -1,80647 +0,0 @@ -/* Generated by Cython 0.19.1 on Tue Sep 24 13:39:51 2013 */ - -#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 < 0x02040000 - #error Cython requires Python 2.4+. -#else -#include /* For offsetof */ -#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 PY_VERSION_HEX < 0x02050000 - typedef int Py_ssize_t; - #define PY_SSIZE_T_MAX INT_MAX - #define PY_SSIZE_T_MIN INT_MIN - #define PY_FORMAT_SIZE_T "" - #define CYTHON_FORMAT_SSIZE_T "" - #define PyInt_FromSsize_t(z) PyInt_FromLong(z) - #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) - #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ - (PyErr_Format(PyExc_TypeError, \ - "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ - (PyObject*)0)) - #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ - !PyComplex_Check(o)) - #define PyIndex_Check __Pyx_PyIndex_Check - #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) - #define __PYX_BUILD_PY_SSIZE_T "i" -#else - #define __PYX_BUILD_PY_SSIZE_T "n" - #define CYTHON_FORMAT_SSIZE_T "z" - #define __Pyx_PyIndex_Check PyIndex_Check -#endif -#if PY_VERSION_HEX < 0x02060000 - #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) - #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) - #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) - #define PyVarObject_HEAD_INIT(type, size) \ - PyObject_HEAD_INIT(type) size, - #define PyType_Modified(t) - typedef struct { - void *buf; - PyObject *obj; - Py_ssize_t len; - Py_ssize_t itemsize; - int readonly; - int ndim; - char *format; - Py_ssize_t *shape; - Py_ssize_t *strides; - Py_ssize_t *suboffsets; - void *internal; - } Py_buffer; - #define PyBUF_SIMPLE 0 - #define PyBUF_WRITABLE 0x0001 - #define PyBUF_FORMAT 0x0004 - #define PyBUF_ND 0x0008 - #define PyBUF_STRIDES (0x0010 | PyBUF_ND) - #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) - #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) - #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) - #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) - #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) - #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) - typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); - typedef void (*releasebufferproc)(PyObject *, Py_buffer *); -#endif -#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, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) -#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) -#endif -#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 - #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") -#endif -#if PY_MAJOR_VERSION >= 3 - #define Py_TPFLAGS_CHECKTYPES 0 - #define Py_TPFLAGS_HAVE_INDEX 0 -#endif -#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) - #define Py_TPFLAGS_HAVE_NEWBUFFER 0 -#endif -#if PY_VERSION_HEX < 0x02060000 - #define Py_TPFLAGS_HAVE_VERSION_TAG 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_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_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) -#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_VERSION_HEX < 0x02060000 - #define PyBytesObject PyStringObject - #define PyBytes_Type PyString_Type - #define PyBytes_Check PyString_Check - #define PyBytes_CheckExact PyString_CheckExact - #define PyBytes_FromString PyString_FromString - #define PyBytes_FromStringAndSize PyString_FromStringAndSize - #define PyBytes_FromFormat PyString_FromFormat - #define PyBytes_DecodeEscape PyString_DecodeEscape - #define PyBytes_AsString PyString_AsString - #define PyBytes_AsStringAndSize PyString_AsStringAndSize - #define PyBytes_Size PyString_Size - #define PyBytes_AS_STRING PyString_AS_STRING - #define PyBytes_GET_SIZE PyString_GET_SIZE - #define PyBytes_Repr PyString_Repr - #define PyBytes_Concat PyString_Concat - #define PyBytes_ConcatAndDel PyString_ConcatAndDel -#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_CheckExact(obj) || PyUnicode_CheckExact(obj) || \ - PyString_Check(obj) || PyUnicode_Check(obj)) - #define __Pyx_PyBaseString_CheckExact(obj) (Py_TYPE(obj) == &PyBaseString_Type) -#endif -#if PY_VERSION_HEX < 0x02060000 - #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) - #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) -#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 -#endif -#if PY_MAJOR_VERSION >= 3 - #define PyBoolObject PyLongObject -#endif -#if PY_VERSION_HEX < 0x03020000 - 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) || (PY_VERSION_HEX >= 0x03010300) - #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) - #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) - #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) -#else - #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) - #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) - #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ - (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ - (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ - (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) -#endif -#if PY_MAJOR_VERSION >= 3 - #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) -#endif -#if PY_VERSION_HEX < 0x02050000 - #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) - #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) - #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) -#else - #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) - #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) - #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) -#endif -#if PY_VERSION_HEX < 0x02050000 - #define __Pyx_NAMESTR(n) ((char *)(n)) - #define __Pyx_DOCSTR(n) ((char *)(n)) -#else - #define __Pyx_NAMESTR(n) (n) - #define __Pyx_DOCSTR(n) (n) -#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) - #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 - - -#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__cdec__sa___sa -#define __PYX_HAVE_API__cdec__sa___sa -#include "string.h" -#include "stdio.h" -#include "stdlib.h" -#include "strmap.h" -#include "math.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; /*proto*/ - -#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 -static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); -static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); -#define __Pyx_PyBytes_FromString PyBytes_FromString -#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize -static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(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_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) -#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) -#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) -#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) -#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((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 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); -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); -#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() { - PyObject* sys = NULL; - PyObject* default_encoding = NULL; - PyObject* ascii_chars_u = NULL; - PyObject* ascii_chars_b = NULL; - sys = PyImport_ImportModule("sys"); - if (sys == NULL) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - if (default_encoding == NULL) goto bad; - if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { - __Pyx_sys_getdefaultencoding_not_ascii = 0; - } else { - const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); - 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 == NULL) goto bad; - ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); - if (ascii_chars_b == NULL || strncmp(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 '%s' is not a superset of ascii.", - default_encoding_c); - goto bad; - } - } - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - Py_XDECREF(ascii_chars_u); - Py_XDECREF(ascii_chars_b); - return 0; -bad: - Py_XDECREF(sys); - 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() { - PyObject* sys = NULL; - PyObject* default_encoding = NULL; - char* default_encoding_c; - sys = PyImport_ImportModule("sys"); - if (sys == NULL) goto bad; - default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); - if (default_encoding == NULL) goto bad; - default_encoding_c = PyBytes_AS_STRING(default_encoding); - __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); - strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); - Py_DECREF(sys); - Py_DECREF(default_encoding); - return 0; -bad: - Py_XDECREF(sys); - Py_XDECREF(default_encoding); - return -1; -} -#endif -#endif - - -#ifdef __GNUC__ - /* Test for GCC > 2.95 */ - #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) - #define likely(x) __builtin_expect(!!(x), 1) - #define unlikely(x) __builtin_expect(!!(x), 0) - #else /* __GNUC__ > 2 ... */ - #define likely(x) (x) - #define unlikely(x) (x) - #endif /* __GNUC__ > 2 ... */ -#else /* __GNUC__ */ - #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; - - -static const char *__pyx_f[] = { - "_sa.pyx", - "float_list.pxi", - "int_list.pxi", - "data_array.pxi", - "alignment.pxi", - "bilex.pxi", - "veb.pxi", - "rule.pxi", - "rulefactory.pxi", - "lcp.pxi", - "sym.pxi", - "precomputation.pxi", - "suffix_array.pxi", - "features.pxi", - "str_map.pxi", -}; - -/*--- Type declarations ---*/ -struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector; -struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule; -struct __pyx_obj_4cdec_2sa_3_sa_LCP; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats; -struct __pyx_obj_4cdec_2sa_3_sa_IntList; -struct __pyx_obj_4cdec_2sa_3_sa_Phrase; -struct __pyx_obj_4cdec_2sa_3_sa_TrieNode; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases; -struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode; -struct __pyx_obj_4cdec_2sa_3_sa_Alignment; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa_Rule; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa_Precomputation; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance; -struct __pyx_obj_4cdec_2sa_3_sa_TrieMap; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments; -struct __pyx_obj_4cdec_2sa_3_sa_VEBIterator; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa_FloatList; -struct __pyx_obj_4cdec_2sa_3_sa_StringMap; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__; -struct __pyx_obj_4cdec_2sa_3_sa_TrieTable; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa_VEB; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice; -struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation; -struct __pyx_obj_4cdec_2sa_3_sa_Scorer; -struct __pyx_obj_4cdec_2sa_3_sa_Sampler; -struct __pyx_obj_4cdec_2sa_3_sa_Alphabet; -struct __pyx_obj_4cdec_2sa_3_sa_BiLex; -struct __pyx_obj_4cdec_2sa_3_sa_DataArray; -struct __pyx_obj_4cdec_2sa_3_sa_BitSetIterator; -struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr; -struct __pyx_obj_4cdec_2sa_3_sa_BitSet; -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence; -struct __pyx_t_4cdec_2sa_3_sa__node; -struct __pyx_t_4cdec_2sa_3_sa__BitSet; -struct __pyx_t_4cdec_2sa_3_sa__VEB; -struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge; -struct __pyx_t_4cdec_2sa_3_sa__Trie_Node; -struct __pyx_t_4cdec_2sa_3_sa_match_node; -struct __pyx_t_4cdec_2sa_3_sa_Matching; - -/* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":9 - * from libc.string cimport memset, strcpy - * - * cdef struct _node: # <<<<<<<<<<<<<< - * _node* smaller - * _node* bigger - */ -struct __pyx_t_4cdec_2sa_3_sa__node { - struct __pyx_t_4cdec_2sa_3_sa__node *smaller; - struct __pyx_t_4cdec_2sa_3_sa__node *bigger; - int key; - int val; -}; - -/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":30 - * _init_lower_mask() - * - * cdef struct _BitSet: # <<<<<<<<<<<<<< - * long bitset - * int min_val - */ -struct __pyx_t_4cdec_2sa_3_sa__BitSet { - long bitset; - int min_val; - int max_val; - int size; -}; - -/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":168 - * return result - * - * cdef struct _VEB: # <<<<<<<<<<<<<< - * int top_universe_size - * int num_bottom_bits - */ -struct __pyx_t_4cdec_2sa_3_sa__VEB { - int top_universe_size; - int num_bottom_bits; - int max_val; - int min_val; - int size; - void *top; - void **bottom; -}; - -/* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":10 - * cdef struct _Trie_Node # forward decl - * - * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< - * int val - * _Trie_Node* node - */ -struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge { - int val; - struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *node; - struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *bigger; - struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *smaller; -}; - -/* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":8 - * from libc.string cimport memset, memcpy - * - * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< - * - * cdef struct _Trie_Edge: - */ -struct __pyx_t_4cdec_2sa_3_sa__Trie_Node { - struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *root; - int *arr; - int arr_len; -}; - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":101 - * - * # linked list structure for storing matches in BaselineRuleFactory - * cdef struct match_node: # <<<<<<<<<<<<<< - * int* match - * match_node* next - */ -struct __pyx_t_4cdec_2sa_3_sa_match_node { - int *match; - struct __pyx_t_4cdec_2sa_3_sa_match_node *next; -}; - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":197 - * - * # struct used to encapsulate a single matching - * cdef struct Matching: # <<<<<<<<<<<<<< - * int* arr - * int start - */ -struct __pyx_t_4cdec_2sa_3_sa_Matching { - int *arr; - int start; - int end; - int sent_id; - int size; -}; - -/* "cdec/sa/_sa.pxd":25 - * cdef void read_handle(self, FILE* f) - * - * cdef class FeatureVector: # <<<<<<<<<<<<<< - * cdef IntList names - * cdef FloatList values - */ -struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector { - PyObject_HEAD - struct __pyx_obj_4cdec_2sa_3_sa_IntList *names; - struct __pyx_obj_4cdec_2sa_3_sa_FloatList *values; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/suffix_array.pxi":6 - * from libc.stdio cimport FILE, fclose, fopen - * - * cdef class SuffixArray: # <<<<<<<<<<<<<< - * cdef DataArray darray - * cdef IntList sa - */ -struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_SuffixArray *__pyx_vtab; - struct __pyx_obj_4cdec_2sa_3_sa_DataArray *darray; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *sa; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *ha; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":110 - * return sym_isvar(sym) - * - * def make_lattice(words): # <<<<<<<<<<<<<< - * word_ids = (sym_fromstring(word, True) for word in words) - * return tuple(((word, None, 1), ) for word in word_ids) - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice { - PyObject_HEAD - PyObject *__pyx_v_word_ids; - PyObject *__pyx_v_words; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2128 - * - * # Rule string from rule - * def fmt_rule(self, f, e, a): # <<<<<<<<<<<<<< - * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) - * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str) - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule { - PyObject_HEAD - PyObject *__pyx_v_a; - struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/lcp.pxi":5 - * as k most frequent n-grams""" - * - * cdef class LCP: # <<<<<<<<<<<<<< - * cdef SuffixArray sa - * cdef IntList lcp - */ -struct __pyx_obj_4cdec_2sa_3_sa_LCP { - PyObject_HEAD - struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *sa; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *lcp; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rule.pxi":186 - * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] - * if self.word_alignments is not None: - * fields.append(' '.join('%d-%d' % a for a in self.alignments())) # <<<<<<<<<<<<<< - * return ' ||| '.join(fields) - * - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr { - PyObject_HEAD - struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *__pyx_outer_scope; - PyObject *__pyx_v_a; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":39 - * ]) - * - * cdef class OnlineStats: # <<<<<<<<<<<<<< - * cdef public samples_f - * cdef public phrases_f - */ -struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats { - PyObject_HEAD - PyObject *samples_f; - PyObject *phrases_f; - PyObject *phrases_e; - PyObject *phrases_fe; - PyObject *phrases_al; - PyObject *bilex_f; - PyObject *bilex_e; - PyObject *bilex_fe; -}; - - -/* "cdec/sa/_sa.pxd":12 - * cdef void read_handle(self, FILE* f) - * - * cdef class IntList: # <<<<<<<<<<<<<< - * cdef int size - * cdef int increment - */ -struct __pyx_obj_4cdec_2sa_3_sa_IntList { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList *__pyx_vtab; - int size; - int increment; - int len; - int *arr; -}; - - -/* "cdec/sa/_sa.pxd":29 - * cdef FloatList values - * - * cdef class Phrase: # <<<<<<<<<<<<<< - * cdef int *syms - * cdef int n, *varpos, n_vars - */ -struct __pyx_obj_4cdec_2sa_3_sa_Phrase { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtab; - int *syms; - int n; - int *varpos; - int n_vars; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":71 - * cdef int EPSILON = sym_fromstring('*EPS*', True) - * - * cdef class TrieNode: # <<<<<<<<<<<<<< - * cdef public children - * - */ -struct __pyx_obj_4cdec_2sa_3_sa_TrieNode { - PyObject_HEAD - PyObject *children; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/data_array.pxi":74 - * def read_bitext(self, char* filename, int side): - * with gzip_or_text(filename) as fp: - * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<< - * self.read_text_data(data) - * - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr { - PyObject_HEAD - struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *__pyx_outer_scope; - PyObject *__pyx_v_line; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/data_array.pxi":72 - * self.read_text_data(fp) - * - * def read_bitext(self, char* filename, int side): # <<<<<<<<<<<<<< - * with gzip_or_text(filename) as fp: - * data = (line.split(' ||| ')[side] for line in fp) - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext { - PyObject_HEAD - PyObject *__pyx_v_fp; - int __pyx_v_side; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/features.pxi":21 - * - * def __str__(self): - * return ' '.join('%s=%s' % feat for feat in self) # <<<<<<<<<<<<<< - * - * cdef class Scorer: - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr { - PyObject_HEAD - struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *__pyx_outer_scope; - PyObject *__pyx_v_feat; - PyObject *__pyx_t_0; - Py_ssize_t __pyx_t_1; - PyObject *(*__pyx_t_2)(PyObject *); -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2147 - * # (Used for EGivenFCoherent) - * # Return set of (fphrase, lex_i, lex_j) - * def get_f_phrases(self, f_words): # <<<<<<<<<<<<<< - * - * f_len = len(f_words) - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases { - PyObject_HEAD - PyObject *__pyx_v_extract; - PyObject *__pyx_v_f_len; - PyObject *__pyx_v_f_words; - PyObject *__pyx_v_phrases; - struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":77 - * self.children = {} - * - * cdef class ExtendedTrieNode(TrieNode): # <<<<<<<<<<<<<< - * cdef public phrase - * cdef public phrase_location - */ -struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode { - struct __pyx_obj_4cdec_2sa_3_sa_TrieNode __pyx_base; - PyObject *phrase; - PyObject *phrase_location; - PyObject *suffix_link; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":10 - * cdef int ALIGNMENT_CODE = 1 << 16 - * - * cdef class Alignment: # <<<<<<<<<<<<<< - * cdef IntList links - * cdef IntList sent_index - */ -struct __pyx_obj_4cdec_2sa_3_sa_Alignment { - PyObject_HEAD - struct __pyx_vtabstruct_4cdec_2sa_3_sa_Alignment *__pyx_vtab; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *links; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *sent_index; -}; - - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":978 - * return sorted(result); - * - * def input(self, fwords, meta, ctx_name=None): # <<<<<<<<<<<<<< - * '''When this function is called on the RuleFactory, - * it looks up all of the rules that can be used to translate - */ -struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input { - PyObject_HEAD - PyObject *__pyx_v_alignment; 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-#if CYTHON_COMPILING_IN_CPYTHON - result = __Pyx_PyBytes_SingleTailmatch(self, PyTuple_GET_ITEM(substr, i), - start, end, direction); -#else - PyObject* sub = PySequence_GetItem(substr, i); - if (unlikely(!sub)) return -1; - result = __Pyx_PyBytes_SingleTailmatch(self, sub, start, end, direction); - Py_DECREF(sub); -#endif - if (result) { - return result; - } - } - return 0; - } - return __Pyx_PyBytes_SingleTailmatch(self, substr, start, end, direction); -} - -static void __Pyx_RaiseDoubleKeywordsError(const char* func_name, PyObject* kw_name); /*proto*/ - -static int __Pyx_ParseOptionalKeywords(PyObject *kwds, PyObject **argnames[], \ - PyObject *kwds2, PyObject *values[], Py_ssize_t num_pos_args, \ - const char* function_name); /*proto*/ - -static void __Pyx_RaiseArgtupleInvalid(const char* func_name, int exact, - Py_ssize_t num_min, Py_ssize_t num_max, Py_ssize_t num_found); /*proto*/ - -static CYTHON_INLINE void __Pyx_ErrRestore(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ -static CYTHON_INLINE void __Pyx_ErrFetch(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ - -static void __Pyx_WriteUnraisable(const char *name, int clineno, - int lineno, const char *filename); /*proto*/ - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ - -static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ - -#if CYTHON_COMPILING_IN_CPYTHON -static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { - PyListObject* L = (PyListObject*) list; - Py_ssize_t len = Py_SIZE(list); - if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { - Py_INCREF(x); - PyList_SET_ITEM(list, len, x); - Py_SIZE(list) = len+1; - return 0; - } - return PyList_Append(list, x); -} -#else -#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) -#endif - -#define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ - __Pyx_GetItemInt_Generic(o, to_py_func(i))) -#define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ - __Pyx_GetItemInt_Generic(o, to_py_func(i))) -static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, - int wraparound, int boundscheck); -#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ - __Pyx_GetItemInt_Generic(o, to_py_func(i))) -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 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)); -} - -static PyObject* __Pyx_PyObject_CallMethodTuple(PyObject* obj, PyObject* method_name, PyObject* args) { - PyObject *method, *result = NULL; - if (unlikely(!args)) return NULL; - method = __Pyx_PyObject_GetAttrStr(obj, method_name); - if (unlikely(!method)) goto bad; - result = PyObject_Call(method, args, NULL); - Py_DECREF(method); -bad: - Py_DECREF(args); - return result; -} -#define __Pyx_PyObject_CallMethod3(obj, name, arg1, arg2, arg3) \ - __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(3, arg1, arg2, arg3)) -#define __Pyx_PyObject_CallMethod2(obj, name, arg1, arg2) \ - __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(2, arg1, arg2)) -#define __Pyx_PyObject_CallMethod1(obj, name, arg1) \ - __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(1, arg1)) -#define __Pyx_PyObject_CallMethod0(obj, name) \ - __Pyx_PyObject_CallMethodTuple(obj, name, (Py_INCREF(__pyx_empty_tuple), __pyx_empty_tuple)) - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x); /*proto*/ - -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); - -static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( - PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, - PyObject** py_start, PyObject** py_stop, PyObject** py_slice, - int has_cstart, int has_cstop, int wraparound); - -static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ - -#ifndef __PYX_FORCE_INIT_THREADS - #define __PYX_FORCE_INIT_THREADS 0 -#endif - -#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) - -static CYTHON_INLINE int __Pyx_mod_int(int, int); /* proto */ - -static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); - -static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); - -static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ - -#define __Pyx_SetItemInt(o, i, v, size, to_py_func, is_list, wraparound, boundscheck) \ - (((size) <= sizeof(Py_ssize_t)) ? \ - __Pyx_SetItemInt_Fast(o, i, v, is_list, wraparound, boundscheck) : \ - __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) -static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); -static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, - int is_list, int wraparound, int boundscheck); - -static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ -#if CYTHON_COMPILING_IN_PYPY -#define __Pyx_PyObject_AsDouble(obj) \ -(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ - likely(PyInt_CheckExact(obj)) ? \ - PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) -#else -#define __Pyx_PyObject_AsDouble(obj) \ -((likely(PyFloat_CheckExact(obj))) ? \ - PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) -#endif - -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); - -static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ - -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact); /*proto*/ - -#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 - -static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) { - int result = PyDict_Contains(dict, item); - return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); - -static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/ - -static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2, - int is_tuple, int has_known_size, int decref_tuple); - -static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, - Py_ssize_t* p_orig_length, int* p_is_dict); -static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, - PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); - -#if PY_VERSION_HEX < 0x02050000 -#ifndef PyAnySet_CheckExact -#define PyAnySet_CheckExact(ob) \ - ((ob)->ob_type == &PySet_Type || \ - (ob)->ob_type == &PyFrozenSet_Type) -#define PySet_New(iterable) \ - PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) -#define Pyx_PyFrozenSet_New(iterable) \ - PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) -#define PySet_Size(anyset) \ - PyObject_Size((anyset)) -#define PySet_Contains(anyset, key) \ - PySequence_Contains((anyset), (key)) -#define PySet_Pop(set) \ - PyObject_CallMethod(set, (char *)"pop", NULL) -static CYTHON_INLINE int PySet_Clear(PyObject *set) { - PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); - if (!ret) return -1; - Py_DECREF(ret); return 0; -} -static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { - PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); - if (!ret) return -1; - Py_DECREF(ret); return 0; -} -static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { - PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); - if (!ret) return -1; - Py_DECREF(ret); return 0; -} -#endif /* PyAnySet_CheckExact (<= Py2.4) */ -#endif /* < Py2.5 */ - -static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */ - -#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 - -#define __Pyx_CyFunction_USED 1 -#include -#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 -#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 -#define __Pyx_CYFUNCTION_CCLASS 0x04 -#define __Pyx_CyFunction_GetClosure(f) \ - (((__pyx_CyFunctionObject *) (f))->func_closure) -#define __Pyx_CyFunction_GetClassObj(f) \ - (((__pyx_CyFunctionObject *) (f))->func_classobj) -#define __Pyx_CyFunction_Defaults(type, f) \ - ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) -#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ - ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) -typedef struct { - PyCFunctionObject func; - int flags; - PyObject *func_dict; - PyObject *func_weakreflist; - PyObject *func_name; - PyObject *func_qualname; - PyObject *func_doc; - PyObject *func_code; - PyObject *func_closure; - PyObject *func_classobj; /* No-args super() class cell */ - void *defaults; - int defaults_pyobjects; - PyObject *defaults_tuple; /* Const defaults tuple */ - PyObject *defaults_kwdict; /* Const kwonly defaults dict */ - PyObject *(*defaults_getter)(PyObject *); - PyObject *func_annotations; /* function annotations dict */ -} __pyx_CyFunctionObject; -static PyTypeObject *__pyx_CyFunctionType = 0; -#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, code) \ - __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, code) -static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml, - int flags, PyObject* qualname, - PyObject *self, PyObject *module, - PyObject* code); -static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, - size_t size, - int pyobjects); -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, - PyObject *tuple); -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, - PyObject *dict); -static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, - PyObject *dict); -static int __Pyx_CyFunction_init(void); - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L); /*proto*/ - -#include - -static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ - -static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/ - -static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ -static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ - -static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ - -static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); - -static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); - -static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); - -static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); - -static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); - -static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); - -static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); - -static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); - -static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); - -static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); - -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); - -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); - -static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); - -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); - -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); - -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ - -#define __Pyx_Generator_USED -#include -#include -typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); -typedef struct { - PyObject_HEAD - __pyx_generator_body_t body; - PyObject *closure; - PyObject *exc_type; - PyObject *exc_value; - PyObject *exc_traceback; - PyObject *gi_weakreflist; - PyObject *classobj; - PyObject *yieldfrom; - int resume_label; - char is_running; // using T_BOOL for property below requires char value -} __pyx_GeneratorObject; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure); -static int __pyx_Generator_init(void); -static int __Pyx_Generator_clear(PyObject* self); -#if 1 || PY_VERSION_HEX < 0x030300B0 -static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); -#else -#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) -#endif - -static int __Pyx_check_binary_version(void); - -static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/ - -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); /*proto*/ - -static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ - - -/* Module declarations from 'libc.string' */ - -/* Module declarations from 'libc.stdio' */ - -/* Module declarations from 'libc.stdlib' */ - -/* Module declarations from 'libc.math' */ - -/* Module declarations from 'cdec.sa._sa' */ -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FeatureVector = 0; 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-static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Alignment = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_19_input = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Rule = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Precomputation = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_TrieMap = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_VEBIterator = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FloatList = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_StringMap = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_TrieTable = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_VEB = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_PhraseLocation = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Scorer = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Sampler = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Alphabet = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_BiLex = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_DataArray = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_BitSetIterator = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_HieroCachingRuleFactory = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct____iter__ = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_BitSet = 0; -static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence = 0; -static int __pyx_v_4cdec_2sa_3_sa_ALIGNMENT_CODE; -static int __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE; -static int __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS; -static int __pyx_v_4cdec_2sa_3_sa_LOWER_MASK[32]; -static int __pyx_v_4cdec_2sa_3_sa_INDEX_SHIFT; -static int __pyx_v_4cdec_2sa_3_sa_INDEX_MASK; -static struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_4cdec_2sa_3_sa_ALPHABET = 0; -static int __pyx_v_4cdec_2sa_3_sa_PRECOMPUTE; -static int __pyx_v_4cdec_2sa_3_sa_MERGE; -static int __pyx_v_4cdec_2sa_3_sa_BAEZA_YATES; -static int __pyx_v_4cdec_2sa_3_sa_EPSILON; -static struct __pyx_obj_4cdec_2sa_3_sa_StringMap *__pyx_v_4cdec_2sa_3_sa_FD = 0; -static char *__pyx_f_4cdec_2sa_3_sa_sym_tostring(int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_sym_isvar(int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_sym_getindex(int); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__node *__pyx_f_4cdec_2sa_3_sa_new_node(int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_del_node(struct __pyx_t_4cdec_2sa_3_sa__node *); /*proto*/ -static int *__pyx_f_4cdec_2sa_3_sa_get_val(struct __pyx_t_4cdec_2sa_3_sa__node *, int); /*proto*/ -static void __pyx_f_4cdec_2sa_3_sa__init_lower_mask(void); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__BitSet *__pyx_f_4cdec_2sa_3_sa_new_BitSet(void); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_bitset_findsucc(struct __pyx_t_4cdec_2sa_3_sa__BitSet *, int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_bitset_insert(struct __pyx_t_4cdec_2sa_3_sa__BitSet *, int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_bitset_contains(struct __pyx_t_4cdec_2sa_3_sa__BitSet *, int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_dec2bin(long); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_f_4cdec_2sa_3_sa_new_VEB(int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_VEB_insert(struct __pyx_t_4cdec_2sa_3_sa__VEB *, int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_del_VEB(struct __pyx_t_4cdec_2sa_3_sa__VEB *); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(struct __pyx_t_4cdec_2sa_3_sa__VEB *, int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_VEB_contains(struct __pyx_t_4cdec_2sa_3_sa__VEB *, int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_sym_setindex(int, int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_sym_fromstring(char *, int); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *__pyx_f_4cdec_2sa_3_sa_new_trie_node(void); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *__pyx_f_4cdec_2sa_3_sa_new_trie_edge(int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_free_trie_node(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_free_trie_edge(struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *__pyx_f_4cdec_2sa_3_sa_trie_find(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_trie_node_data_append(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, int); /*proto*/ -static struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *__pyx_f_4cdec_2sa_3_sa_trie_insert(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_trie_node_to_map(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ -static PyObject *__pyx_f_4cdec_2sa_3_sa_trie_edge_to_map(struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ -static void __pyx_f_4cdec_2sa_3_sa_assign_matching(struct __pyx_t_4cdec_2sa_3_sa_Matching *, int *, int, int, int *); /*proto*/ -static int *__pyx_f_4cdec_2sa_3_sa_append_combined_matching(int *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int, int, int *); /*proto*/ -static int *__pyx_f_4cdec_2sa_3_sa_extend_arr(int *, int *, int *, int); /*proto*/ -static int __pyx_f_4cdec_2sa_3_sa_median(int, int, int); /*proto*/ -static void __pyx_f_4cdec_2sa_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ -#define __Pyx_MODULE_NAME "cdec.sa._sa" -int __pyx_module_is_main_cdec__sa___sa = 0; - -/* Implementation of 'cdec.sa._sa' */ -static PyObject *__pyx_builtin_open; -static PyObject *__pyx_builtin_IndexError; -static PyObject *__pyx_builtin_range; -static PyObject *__pyx_builtin_ValueError; -static PyObject *__pyx_builtin_TypeError; -static PyObject *__pyx_builtin_enumerate; -static PyObject *__pyx_builtin_map; -static PyObject *__pyx_builtin_Exception; -static PyObject *__pyx_builtin_zip; -static PyObject *__pyx_builtin_StopIteration; -static PyObject *__pyx_builtin_cmp; -static PyObject *__pyx_builtin_sorted; -static PyObject *__pyx_builtin_max; -static PyObject *__pyx_pf_4cdec_2sa_3_sa_monitor_cpu(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_2gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9FloatList___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_4__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9FloatList_6__setitem__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ -static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_9FloatList_8__len__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_10append(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_12write(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_14read(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_7IntList___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_2__str__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_4index(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_6partition(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_8_doquicksort(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_10sort(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_12reset(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_7IntList_14__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_16__iter__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_19__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_7IntList_21__setitem__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ -static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_7IntList_23__len__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_25get_size(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_27append(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_29extend(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_31write(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_33read(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9StringMap___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_StringMap *__pyx_v_self); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_StringMap *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */ -static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_9DataArray_2__len__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_4get_sentence_id(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_6get_sentence(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_8get_id(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_10__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_12get_sentence_bounds(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_14write_text(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_16read_text(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_18read_bitext(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_20read_text_data(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_22read_binary(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_24write_binary(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_7word2id___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7word2id_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7word2id_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_7id2word___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7id2word_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7id2word_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_4data___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_4data_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_4data_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_7sent_id___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7sent_id_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7sent_id_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_10sent_index___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_10sent_index_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_10sent_index_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9Alignment_4__cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_6read_text(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_8read_binary(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_10write_text(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_12write_binary(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_16alignment(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_5BiLex___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_2write_binary(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_4read_binary(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_6get_e_id(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_8get_f_id(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_10read_text(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_14get_score(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_16write_text(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_14BitSetIterator___next__(struct __pyx_obj_4cdec_2sa_3_sa_BitSetIterator *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_6BitSet___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_4__iter__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_6insert(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_8findsucc(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_10__str__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_12min(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_14max(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_6BitSet_16__len__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_6BitSet_18__contains__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11VEBIterator___next__(struct __pyx_obj_4cdec_2sa_3_sa_VEBIterator *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_3VEB___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_3VEB_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_3VEB_4__iter__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_3VEB_6insert(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_3VEB_8findsucc(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_3VEB_10__len__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_3VEB_12__contains__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_3LCP___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_LCP *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_sa); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_3LCP_2compute_stats(struct __pyx_obj_4cdec_2sa_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_8Alphabet___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4isvar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sym); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_12make_lattice_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_12make_lattice_3genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6make_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_14decode_lattice_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_8decode_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_15decode_sentence_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_10decode_sentence(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_12encode_words_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_12encode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_12decode_words_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_14decode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_syms); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_6Phrase___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_4__str__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_6handle(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_8strhandle(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_10arity(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_12getvarpos(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_14getvar(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_16clen(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_18getchunk(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ -#if PY_MAJOR_VERSION < 3 -static int __pyx_pf_4cdec_2sa_3_sa_6Phrase_20__cmp__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ -#endif -static Py_hash_t __pyx_pf_4cdec_2sa_3_sa_6Phrase_22__hash__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_6Phrase_24__len__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_26__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_28__iter__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_31subst(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_5words___get__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_4Rule___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ -static Py_hash_t __pyx_pf_4cdec_2sa_3_sa_4Rule_2__hash__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ -#if PY_MAJOR_VERSION < 3 -static int __pyx_pf_4cdec_2sa_3_sa_4Rule_4__cmp__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_other); /* proto */ -#endif -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_6fmerge(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_f); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_8arity(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_10__str__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_12alignments(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_1f___get__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_1e___get__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_7TrieMap___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ -static void __pyx_pf_4cdec_2sa_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7TrieMap_4insert(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7TrieMap_6contains(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7TrieMap_8toMap(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_14Precomputation___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_14Precomputation_2read_binary(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_14Precomputation_4write_binary(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_14Precomputation_6precompute(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11SuffixArray___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_4read_text(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_6q3sort(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_8write_text(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_10read_binary(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_12write_binary(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_14write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_16lookup(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda2(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda3(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9samples_f___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9samples_f_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9samples_f_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_f___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_e___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_al___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_f___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_e___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_8TrieNode___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_8TrieNode_8children___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9TrieTable_5count___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_9TrieTable_4root___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_7Sampler___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_7Sampler_2sample(struct __pyx_obj_4cdec_2sa_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_4cdec_2sa_3_sa_Sampler *__pyx_v_sampler, struct __pyx_obj_4cdec_2sa_3_sa_Scorer *__pyx_v_scorer); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda5(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_5input_2genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_meta, PyObject *__pyx_v_ctx_name); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_12add_instance_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_e_i, PyObject *__pyx_v_e_j, PyObject *__pyx_v_min_bound, PyObject *__pyx_v_wc, PyObject *__pyx_v_links, PyObject *__pyx_v_nt, PyObject *__pyx_v_nt_open); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_25add_instance(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words, PyObject *__pyx_v_e_words, PyObject *__pyx_v_alignment, PyObject *__pyx_v_ctx_name); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ -static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_27form_rule(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_e_i, PyObject *__pyx_v_f_span, PyObject *__pyx_v_e_span, PyObject *__pyx_v_nt, PyObject *__pyx_v_al); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_29fmt_rule(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_a); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_31online_ctx_lookup(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_ctx_name); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_lex_i, PyObject *__pyx_v_lex_j, PyObject *__pyx_v_wc, PyObject *__pyx_v_ntc, PyObject *__pyx_v_syms); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_33get_f_phrases(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_35drop_ctx(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_ctx_name); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_16span_check(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_18span_inc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_20span_dec(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_13FeatureVector___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_2set(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self, unsigned int __pyx_v_name, float __pyx_v_value); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_4__iter__(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_7__str___genexpr(PyObject *__pyx_self); /* proto */ -static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_7__str__(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self); /* proto */ -static int __pyx_pf_4cdec_2sa_3_sa_6Scorer___init__(struct __pyx_obj_4cdec_2sa_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_models); /* proto */ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_FeatureVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_OnlineStats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_19_input(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_VEBIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_StringMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Alphabet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BitSetIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BitSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ -static char __pyx_k_1[] = ".gz"; -static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; -static char __pyx_k_3[] = "IntList["; -static char __pyx_k_4[] = ","; -static char __pyx_k_5[] = "]"; -static char __pyx_k_6[] = "len="; -static char __pyx_k_7[] = "%s not in IntList"; -static char __pyx_k_8[] = "Requested index %d of %d-length IntList"; -static char __pyx_k_9[] = "Requested index %d:%d of %d-length IntList"; -static char __pyx_k_10[] = "Illegal key type %s for IntList"; -static char __pyx_k_14[] = "%s "; -static char __pyx_k_15[] = "\n"; -static char __pyx_k_19[] = " ||| "; -static char __pyx_k_23[] = "%d "; -static char __pyx_k_27[] = "%s %d "; -static char __pyx_k_29[] = "write_enhanced_handle"; -static char __pyx_k_33[] = "-"; -static char __pyx_k_37[] = "%d-%d "; -static char __pyx_k_44[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; -static char __pyx_k_47[] = ""; -static char __pyx_k_48[] = "Sort error in CLex"; -static char __pyx_k_50[] = " "; -static char __pyx_k_52[] = "%d %f %f "; -static char __pyx_k_54[] = "%d %s "; -static char __pyx_k_58[] = "%s %s %.6f %.6f\n"; -static char __pyx_k_60[] = " ("; -static char __pyx_k_61[] = ")"; -static char __pyx_k_62[] = "Constructing LCP array"; -static char __pyx_k_64[] = "LCP array completed"; -static char __pyx_k_66[] = "[%s,%d]"; -static char __pyx_k_67[] = "[%s]"; -static char __pyx_k_68[] = "\\"; -static char __pyx_k_69[] = " "; -static char __pyx_k_70[] = "Invalid LHS symbol: %d"; -static char __pyx_k_71[] = "%d-%d"; -static char __pyx_k_72[] = "precompute_secondary_rank"; -static char __pyx_k_73[] = "train_max_initial_size"; -static char __pyx_k_74[] = "Precomputing frequent intersections"; -static char __pyx_k_76[] = " Computing inverted indexes..."; -static char __pyx_k_78[] = " Computing collocations..."; -static char __pyx_k_80[] = " %d sentences"; -static char __pyx_k_85[] = "X "; -static char __pyx_k_86[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; -static char __pyx_k_87[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; -static char __pyx_k_88[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; -static char __pyx_k_89[] = "Precomputed inverted index for %d patterns "; -static char __pyx_k_90[] = "Precomputation took %f seconds"; -static char __pyx_k_91[] = " Bucket sort took %f seconds"; -static char __pyx_k_92[] = " Refining, sort depth = %d"; -static char __pyx_k_93[] = " Refinement took %f seconds"; -static char __pyx_k_94[] = " Finalizing sort..."; -static char __pyx_k_96[] = "Suffix array construction took %f seconds"; -static char __pyx_k_97[] = "Unexpected condition found in q3sort: sort from %d to %d"; -static char __pyx_k__0[] = "0"; -static char __pyx_k__1[] = "1"; -static char __pyx_k__a[] = "a"; -static char __pyx_k__e[] = "e"; -static char __pyx_k__f[] = "f"; -static char __pyx_k__h[] = "h"; -static char __pyx_k__i[] = "i"; -static char __pyx_k__j[] = "j"; -static char __pyx_k__k[] = "k"; -static char __pyx_k__r[] = "r"; -static char __pyx_k__w[] = "w"; -static char __pyx_k__x[] = "x"; -static char __pyx_k__y[] = "y"; -static char __pyx_k_101[] = "OnlineStats.__cinit__.."; -static char __pyx_k_102[] = "cdec.sa._sa"; -static char __pyx_k_104[] = "Sampling strategy: uniform, max sample size = %d"; -static char __pyx_k_105[] = "Sampling strategy: no sampling"; -static char __pyx_k_107[] = "require_aligned_terminal"; -static char __pyx_k_108[] = "require_aligned_chunks"; -static char __pyx_k_109[] = "[X]"; -static char __pyx_k_110[] = "Must specify an alignment object"; -static char __pyx_k_112[] = "Reading precomputed data from file %s... "; -static char __pyx_k_113[] = "Precomputation done with max nonterminals %d, decoder uses %d"; -static char __pyx_k_114[] = "Precomputation done with max terminals %d, decoder uses %d"; -static char __pyx_k_115[] = "Precomputation done with max initial size %d, decoder uses %d"; -static char __pyx_k_116[] = "Precomputation done with min gap size %d, decoder uses %d"; -static char __pyx_k_117[] = "Converting %d hash keys on precomputed inverted index... "; -static char __pyx_k_118[] = "Converting %d hash keys on precomputed collocations... "; -static char __pyx_k_119[] = "Processing precomputations took %f seconds"; -static char __pyx_k_120[] = "{"; - static char __pyx_k_121[] = "("; -static char __pyx_k_122[] = "}"; -static char __pyx_k_123[] = "get_precomputed_collocation"; -static char __pyx_k_124[] = "double binary"; -static char __pyx_k_125[] = "HieroCachingRuleFactory.input..lambda4.."; -static char __pyx_k_126[] = "Keyword trie error"; -static char __pyx_k_128[] = "HieroCachingRuleFactory.input.."; -static char __pyx_k_129[] = "get_all_nodes_isteps_away"; -static char __pyx_k_130[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; -static char __pyx_k_131[] = " Extract time = %f seconds"; -static char __pyx_k_132[] = " Intersect time = %f seconds"; -static char __pyx_k_133[] = "No aligned terminals"; -static char __pyx_k_134[] = "Unaligned chunk"; -static char __pyx_k_135[] = "Gaps are not tight phrases"; -static char __pyx_k_136[] = "Inside edges of preceding subphrase are not tight"; -static char __pyx_k_137[] = "Inside edges of following subphrase are not tight"; -static char __pyx_k_138[] = "Subphrase [%d, %d] failed integrity check"; -static char __pyx_k_139[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; -static char __pyx_k_140[] = "Unable to extract basic phrase"; -static char __pyx_k_144[] = "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi"; -static char __pyx_k_145[] = "HieroCachingRuleFactory.add_instance..extract"; -static char __pyx_k_147[] = "HieroCachingRuleFactory.form_rule.."; -static char __pyx_k_150[] = "{0}-{1}"; -static char __pyx_k_151[] = "[X] ||| {0} ||| {1} ||| {2}"; -static char __pyx_k_152[] = "OnlineFeatureContext"; -static char __pyx_k_155[] = "HieroCachingRuleFactory.get_f_phrases..extract"; -static char __pyx_k_156[] = "%s=%s"; -static char __pyx_k_158[] = "/home/mdenkows/cdec/python/cdec/sa/_sa.pyx"; -static char __pyx_k_161[] = "cdec.sa"; -static char __pyx_k_165[] = "/home/mdenkows/cdec/python/cdec/sa/sym.pxi"; -static char __pyx_k_176[] = "*EPS*"; -static char __pyx_k__al[] = "al"; -static char __pyx_k__gc[] = "gc"; -static char __pyx_k__nt[] = "nt"; -static char __pyx_k__sa[] = "sa"; -static char __pyx_k__wc[] = "wc"; -static char __pyx_k__arr[] = "arr"; -static char __pyx_k__cmp[] = "cmp"; -static char __pyx_k__col[] = "col"; -static char __pyx_k__e_i[] = "e_i"; -static char __pyx_k__e_j[] = "e_j"; -static char __pyx_k__end[] = "end"; -static char __pyx_k__f_i[] = "f_i"; -static char __pyx_k__f_j[] = "f_j"; -static char __pyx_k__get[] = "get"; -static char __pyx_k__isa[] = "isa"; -static char __pyx_k__ito[] = "ito"; -static char __pyx_k__key[] = "key"; -static char __pyx_k__lhs[] = "lhs"; -static char __pyx_k__low[] = "low"; -static char __pyx_k__map[] = "map"; -static char __pyx_k__max[] = "max"; -static char __pyx_k__ntc[] = "ntc"; -static char __pyx_k__pad[] = "pad"; -static char __pyx_k__pop[] = "pop"; -static char __pyx_k__res[] = "res"; -static char __pyx_k__set[] = "set"; -static char __pyx_k__sym[] = "sym"; -static char __pyx_k__vec[] = "vec"; -static char __pyx_k__zip[] = "zip"; -static char __pyx_k__NULL[] = "NULL"; -static char __pyx_k__args[] = "args"; -static char __pyx_k__dist[] = "dist"; -static char __pyx_k__gzip[] = "gzip"; -static char __pyx_k__high[] = "high"; -static char __pyx_k__info[] = "info"; -static char __pyx_k__join[] = "join"; -static char __pyx_k__link[] = "link"; -static char __pyx_k__meta[] = "meta"; -static char __pyx_k__name[] = "name"; -static char __pyx_k__open[] = "open"; -static char __pyx_k__seek[] = "seek"; -static char __pyx_k__send[] = "send"; -static char __pyx_k__side[] = "side"; -static char __pyx_k__size[] = "size"; -static char __pyx_k__skip[] = "skip"; -static char __pyx_k__stop[] = "stop"; -static char __pyx_k__syms[] = "syms"; -static char __pyx_k__warn[] = "warn"; -static char __pyx_k__word[] = "word"; -static char __pyx_k___SEP_[] = "_SEP_"; -static char __pyx_k__arity[] = "arity"; -static char __pyx_k__chain[] = "chain"; -static char __pyx_k__close[] = "close"; -static char __pyx_k__debug[] = "debug"; -static char __pyx_k__eword[] = "eword"; -static char __pyx_k__fword[] = "fword"; -static char __pyx_k__ifrom[] = "ifrom"; -static char __pyx_k__index[] = "index"; -static char __pyx_k__isvar[] = "isvar"; -static char __pyx_k__lex_i[] = "lex_i"; -static char __pyx_k__lex_j[] = "lex_j"; -static char __pyx_k__links[] = "links"; -static char __pyx_k__merge[] = "merge"; -static char __pyx_k__range[] = "range"; -static char __pyx_k__reset[] = "reset"; -static char __pyx_k__split[] = "split"; -static char __pyx_k__start[] = "start"; -static char __pyx_k__stats[] = "stats"; -static char __pyx_k__throw[] = "throw"; -static char __pyx_k__toMap[] = "toMap"; -static char __pyx_k__value[] = "value"; -static char __pyx_k__words[] = "words"; -static char __pyx_k__write[] = "write"; -static char __pyx_k__append[] = "append"; -static char __pyx_k__e_span[] = "e_span"; -static char __pyx_k__e_text[] = "e_text"; -static char __pyx_k__earray[] = "earray"; -static char __pyx_k__extend[] = "extend"; -static char __pyx_k__f_span[] = "f_span"; -static char __pyx_k__f_text[] = "f_text"; -static char __pyx_k__fcount[] = "fcount"; -static char __pyx_k__format[] = "format"; -static char __pyx_k__fwords[] = "fwords"; -static char __pyx_k__get_id[] = "get_id"; -static char __pyx_k__insert[] = "insert"; -static char __pyx_k__link_i[] = "link_i"; -static char __pyx_k__link_j[] = "link_j"; -static char __pyx_k__logger[] = "logger"; -static char __pyx_k__lookup[] = "lookup"; -static char __pyx_k__offset[] = "offset"; -static char __pyx_k__online[] = "online"; -static char __pyx_k__phrase[] = "phrase"; -static char __pyx_k__q3sort[] = "q3sort"; -static char __pyx_k__sa_low[] = "sa_low"; -static char __pyx_k__sample[] = "sample"; -static char __pyx_k__sarray[] = "sarray"; -static char __pyx_k__scorer[] = "scorer"; -static char __pyx_k__scores[] = "scores"; -static char __pyx_k__sorted[] = "sorted"; -static char __pyx_k__source[] = "source"; -static char __pyx_k__unlink[] = "unlink"; -static char __pyx_k__Counter[] = "Counter"; -static char __pyx_k__advance[] = "advance"; -static char __pyx_k__arr_low[] = "arr_low"; -static char __pyx_k__bilex_e[] = "bilex_e"; -static char __pyx_k__bilex_f[] = "bilex_f"; -static char __pyx_k__collect[] = "collect"; -static char __pyx_k__e_words[] = "e_words"; -static char __pyx_k__edarray[] = "edarray"; -static char __pyx_k__ephrase[] = "ephrase"; -static char __pyx_k__extract[] = "extract"; -static char __pyx_k__f_words[] = "f_words"; -static char __pyx_k__fphrase[] = "fphrase"; -static char __pyx_k__fsarray[] = "fsarray"; -static char __pyx_k__genexpr[] = "genexpr"; -static char __pyx_k__lattice[] = "lattice"; -static char __pyx_k__logging[] = "logging"; -static char __pyx_k__matches[] = "matches"; -static char __pyx_k__new_e_i[] = "new_e_i"; -static char __pyx_k__new_e_j[] = "new_e_j"; -static char __pyx_k__nt_open[] = "nt_open"; -static char __pyx_k__pathlen[] = "pathlen"; -static char __pyx_k__sa_high[] = "sa_high"; -static char __pyx_k__sampler[] = "sampler"; -static char __pyx_k__spanlen[] = "spanlen"; -static char __pyx_k__GzipFile[] = "GzipFile"; -static char __pyx_k____exit__[] = "__exit__"; -static char __pyx_k____main__[] = "__main__"; -static char __pyx_k____name__[] = "__name__"; -static char __pyx_k____test__[] = "__test__"; -static char __pyx_k___columns[] = "_columns"; -static char __pyx_k__arr_high[] = "arr_high"; -static char __pyx_k__bilex_fe[] = "bilex_fe"; -static char __pyx_k__category[] = "category"; -static char __pyx_k__children[] = "children"; -static char __pyx_k__ctx_name[] = "ctx_name"; -static char __pyx_k__curr_idx[] = "curr_idx"; -static char __pyx_k__extended[] = "extended"; -static char __pyx_k__filename[] = "filename"; -static char __pyx_k__frontier[] = "frontier"; -static char __pyx_k__get_e_id[] = "get_e_id"; -static char __pyx_k__get_f_id[] = "get_f_id"; -static char __pyx_k__get_word[] = "get_word"; -static char __pyx_k__getchunk[] = "getchunk"; -static char __pyx_k__min_dist[] = "min_dist"; -static char __pyx_k__resource[] = "resource"; -static char __pyx_k__ru_stime[] = "ru_stime"; -static char __pyx_k__ru_utime[] = "ru_utime"; -static char __pyx_k__shortest[] = "shortest"; -static char __pyx_k__span_dec[] = "span_dec"; -static char __pyx_k__span_inc[] = "span_inc"; -static char __pyx_k__word_ids[] = "word_ids"; -static char __pyx_k__Exception[] = "Exception"; -static char __pyx_k__INCREMENT[] = "INCREMENT"; -static char __pyx_k__TypeError[] = "TypeError"; -static char __pyx_k____enter__[] = "__enter__"; -static char __pyx_k__alignment[] = "alignment"; -static char __pyx_k__enumerate[] = "enumerate"; -static char __pyx_k__form_rule[] = "form_rule"; -static char __pyx_k__from_data[] = "from_data"; -static char __pyx_k__from_text[] = "from_text"; -static char __pyx_k__getLogger[] = "getLogger"; -static char __pyx_k__getrusage[] = "getrusage"; -static char __pyx_k__increment[] = "increment"; -static char __pyx_k__iteritems[] = "iteritems"; -static char __pyx_k__itertools[] = "itertools"; -static char __pyx_k__min_bound[] = "min_bound"; -static char __pyx_k__new_lex_i[] = "new_lex_i"; -static char __pyx_k__new_lex_j[] = "new_lex_j"; -static char __pyx_k__paircount[] = "paircount"; -static char __pyx_k__partition[] = "partition"; -static char __pyx_k__phrases_e[] = "phrases_e"; -static char __pyx_k__phrases_f[] = "phrases_f"; -static char __pyx_k__reachable[] = "reachable"; -static char __pyx_k__read_text[] = "read_text"; -static char __pyx_k__samples_f[] = "samples_f"; -static char __pyx_k__use_index[] = "use_index"; -static char __pyx_k__IndexError[] = "IndexError"; -static char __pyx_k__ValueError[] = "ValueError"; -static char __pyx_k____import__[] = "__import__"; -static char __pyx_k__alignments[] = "alignments"; -static char __pyx_k__from_stats[] = "from_stats"; -static char __pyx_k__input_span[] = "input_span"; -static char __pyx_k__itervalues[] = "itervalues"; -static char __pyx_k__max_chunks[] = "max_chunks"; -static char __pyx_k__max_length[] = "max_length"; -static char __pyx_k__namedtuple[] = "namedtuple"; -static char __pyx_k__phrases_al[] = "phrases_al"; -static char __pyx_k__phrases_fe[] = "phrases_fe"; -static char __pyx_k__plus_links[] = "plus_links"; -static char __pyx_k__precompute[] = "precompute"; 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- - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":117 - * memset(ealigned, 0, J*sizeof(int)) - * - * links = aa._get_sent_links(sent_id, &num_links) # <<<<<<<<<<<<<< - * - * for l from 0 <= l < num_links: - */ - __pyx_v_links = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_Alignment *)__pyx_v_aa->__pyx_vtab)->_get_sent_links(__pyx_v_aa, __pyx_v_sent_id, (&__pyx_v_num_links)); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":119 - * links = aa._get_sent_links(sent_id, &num_links) - * - * for l from 0 <= l < num_links: # <<<<<<<<<<<<<< - * i = links[l*2] - * j = links[l*2+1] - */ - __pyx_t_7 = __pyx_v_num_links; - for (__pyx_v_l = 0; __pyx_v_l < __pyx_t_7; __pyx_v_l++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":120 - * - * for l from 0 <= l < num_links: - * i = links[l*2] # <<<<<<<<<<<<<< - * j = links[l*2+1] - * if i >= I or j >= J: - */ - __pyx_v_i = (__pyx_v_links[(__pyx_v_l * 2)]); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":121 - * for l from 0 <= l < num_links: - * i = links[l*2] - * j = links[l*2+1] # <<<<<<<<<<<<<< - * if i >= I or j >= J: - * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) - */ - __pyx_v_j = (__pyx_v_links[((__pyx_v_l * 2) + 1)]); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":122 - * i = links[l*2] - * j = links[l*2+1] - * if i >= I or j >= J: # <<<<<<<<<<<<<< - * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) - * f_i = fsent[i] - */ - __pyx_t_8 = ((__pyx_v_i >= __pyx_v_I) != 0); - if (!__pyx_t_8) { - __pyx_t_9 = ((__pyx_v_j >= __pyx_v_J) != 0); - __pyx_t_10 = __pyx_t_9; - } else { - __pyx_t_10 = __pyx_t_8; - } - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":123 - * j = links[l*2+1] - * if i >= I or j >= J: - * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) # <<<<<<<<<<<<<< - * f_i = fsent[i] - * e_j = esent[j] - */ - __pyx_t_1 = PyInt_FromLong(__pyx_v_i); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_4 = PyInt_FromLong(__pyx_v_j); if (unlikely(!__pyx_t_4)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_4); - __pyx_t_5 = PyInt_FromLong(__pyx_v_I); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_5); - __pyx_t_11 = PyInt_FromLong(__pyx_v_J); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_11); - __pyx_t_12 = PyInt_FromLong((__pyx_v_sent_id + 1)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_12); - __pyx_t_13 = PyTuple_New(5); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - PyTuple_SET_ITEM(__pyx_t_13, 1, __pyx_t_4); - __Pyx_GIVEREF(__pyx_t_4); - PyTuple_SET_ITEM(__pyx_t_13, 2, __pyx_t_5); - __Pyx_GIVEREF(__pyx_t_5); - PyTuple_SET_ITEM(__pyx_t_13, 3, __pyx_t_11); - __Pyx_GIVEREF(__pyx_t_11); - PyTuple_SET_ITEM(__pyx_t_13, 4, __pyx_t_12); - __Pyx_GIVEREF(__pyx_t_12); - __pyx_t_1 = 0; - __pyx_t_4 = 0; - __pyx_t_5 = 0; - __pyx_t_11 = 0; - __pyx_t_12 = 0; - __pyx_t_12 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_44), ((PyObject *)__pyx_t_13)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_12)); - __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; - __pyx_t_13 = PyTuple_New(1); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_13); - PyTuple_SET_ITEM(__pyx_t_13, 0, ((PyObject *)__pyx_t_12)); - __Pyx_GIVEREF(((PyObject *)__pyx_t_12)); - __pyx_t_12 = 0; - __pyx_t_12 = PyObject_Call(__pyx_builtin_Exception, ((PyObject *)__pyx_t_13), NULL); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_12); - __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; - __Pyx_Raise(__pyx_t_12, 0, 0, 0); - __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; - {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - goto __pyx_L15; - } - __pyx_L15:; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":124 - * if i >= I or j >= J: - * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) - * f_i = fsent[i] # <<<<<<<<<<<<<< - * e_j = esent[j] - * fmargin[f_i] = fmargin[f_i]+1 - */ - __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":125 - * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) - * f_i = fsent[i] - * e_j = esent[j] # <<<<<<<<<<<<<< - * fmargin[f_i] = fmargin[f_i]+1 - * emargin[e_j] = emargin[e_j]+1 - */ - __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":126 - * f_i = fsent[i] - * e_j = esent[j] - * fmargin[f_i] = fmargin[f_i]+1 # <<<<<<<<<<<<<< - * emargin[e_j] = emargin[e_j]+1 - * if dict[f_i] == NULL: - */ - (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":127 - * e_j = esent[j] - * fmargin[f_i] = fmargin[f_i]+1 - * emargin[e_j] = emargin[e_j]+1 # <<<<<<<<<<<<<< - * if dict[f_i] == NULL: - * dict[f_i] = new_node(e_j) - */ - (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":128 - * fmargin[f_i] = fmargin[f_i]+1 - * emargin[e_j] = emargin[e_j]+1 - * if dict[f_i] == NULL: # <<<<<<<<<<<<<< - * dict[f_i] = new_node(e_j) - * dict[f_i].val = 1 - */ - __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":129 - * emargin[e_j] = emargin[e_j]+1 - * if dict[f_i] == NULL: - * dict[f_i] = new_node(e_j) # <<<<<<<<<<<<<< - * dict[f_i].val = 1 - * num_pairs = num_pairs + 1 - */ - (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_4cdec_2sa_3_sa_new_node(__pyx_v_e_j); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":130 - * if dict[f_i] == NULL: - * dict[f_i] = new_node(e_j) - * dict[f_i].val = 1 # <<<<<<<<<<<<<< - * num_pairs = num_pairs + 1 - * else: - */ - (__pyx_v_dict[__pyx_v_f_i])->val = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":131 - * dict[f_i] = new_node(e_j) - * dict[f_i].val = 1 - * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< - * else: - * count = get_val(dict[f_i], e_j) - */ - __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); - goto __pyx_L16; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":133 - * num_pairs = num_pairs + 1 - * else: - * count = get_val(dict[f_i], e_j) # <<<<<<<<<<<<<< - * if count[0] == 0: - * num_pairs = num_pairs + 1 - */ - __pyx_v_count = __pyx_f_4cdec_2sa_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_e_j); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":134 - * else: - * count = get_val(dict[f_i], e_j) - * if count[0] == 0: # <<<<<<<<<<<<<< - * num_pairs = num_pairs + 1 - * count[0] = count[0] + 1 - */ - __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":135 - * count = get_val(dict[f_i], e_j) - * if count[0] == 0: - * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< - * count[0] = count[0] + 1 - * # add count - */ - __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); - goto __pyx_L17; - } - __pyx_L17:; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":136 - * if count[0] == 0: - * num_pairs = num_pairs + 1 - * count[0] = count[0] + 1 # <<<<<<<<<<<<<< - * # add count - * faligned[i] = 1 - */ - (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); - } - __pyx_L16:; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":138 - * count[0] = count[0] + 1 - * # add count - * faligned[i] = 1 # <<<<<<<<<<<<<< - * ealigned[j] = 1 - * for i from 0 <= i < I: - */ - (__pyx_v_faligned[__pyx_v_i]) = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":139 - * # add count - * faligned[i] = 1 - * ealigned[j] = 1 # <<<<<<<<<<<<<< - * for i from 0 <= i < I: - * if faligned[i] == 0: - */ - (__pyx_v_ealigned[__pyx_v_j]) = 1; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":140 - * faligned[i] = 1 - * ealigned[j] = 1 - * for i from 0 <= i < I: # <<<<<<<<<<<<<< - * if faligned[i] == 0: - * f_i = fsent[i] - */ - __pyx_t_7 = __pyx_v_I; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":141 - * ealigned[j] = 1 - * for i from 0 <= i < I: - * if faligned[i] == 0: # <<<<<<<<<<<<<< - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 - */ - __pyx_t_10 = (((__pyx_v_faligned[__pyx_v_i]) == 0) != 0); - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":142 - * for i from 0 <= i < I: - * if faligned[i] == 0: - * f_i = fsent[i] # <<<<<<<<<<<<<< - * fmargin[f_i] = fmargin[f_i] + 1 - * emargin[null_word] = emargin[null_word] + 1 - */ - __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":143 - * if faligned[i] == 0: - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< - * emargin[null_word] = emargin[null_word] + 1 - * if dict[f_i] == NULL: - */ - (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":144 - * f_i = fsent[i] - * fmargin[f_i] = fmargin[f_i] + 1 - * emargin[null_word] = emargin[null_word] + 1 # <<<<<<<<<<<<<< - * if dict[f_i] == NULL: - * dict[f_i] = new_node(null_word) - */ - (__pyx_v_emargin[__pyx_v_null_word]) = ((__pyx_v_emargin[__pyx_v_null_word]) + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":145 - * fmargin[f_i] = fmargin[f_i] + 1 - * emargin[null_word] = emargin[null_word] + 1 - * if dict[f_i] == NULL: # <<<<<<<<<<<<<< - * dict[f_i] = new_node(null_word) - * dict[f_i].val = 1 - */ - __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":146 - * emargin[null_word] = emargin[null_word] + 1 - * if dict[f_i] == NULL: - * dict[f_i] = new_node(null_word) # <<<<<<<<<<<<<< - * dict[f_i].val = 1 - * num_pairs = num_pairs + 1 - */ - (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_4cdec_2sa_3_sa_new_node(__pyx_v_null_word); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":147 - * if dict[f_i] == NULL: - * dict[f_i] = new_node(null_word) - * dict[f_i].val = 1 # <<<<<<<<<<<<<< - * num_pairs = num_pairs + 1 - * else: - */ - (__pyx_v_dict[__pyx_v_f_i])->val = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":148 - * dict[f_i] = new_node(null_word) - * dict[f_i].val = 1 - * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< - * else: - * count = get_val(dict[f_i], null_word) - */ - __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); - goto __pyx_L21; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":150 - * num_pairs = num_pairs + 1 - * else: - * count = get_val(dict[f_i], null_word) # <<<<<<<<<<<<<< - * if count[0] == 0: - * num_pairs = num_pairs + 1 - */ - __pyx_v_count = __pyx_f_4cdec_2sa_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_null_word); - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":151 - * else: - * count = get_val(dict[f_i], null_word) - * if count[0] == 0: # <<<<<<<<<<<<<< - * num_pairs = num_pairs + 1 - * count[0] = count[0] + 1 - */ - __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":152 - * count = get_val(dict[f_i], null_word) - * if count[0] == 0: - * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< - * count[0] = count[0] + 1 - * for j from 0 <= j < J: - */ - __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); - goto __pyx_L22; - } - __pyx_L22:; - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":153 - * if count[0] == 0: - * num_pairs = num_pairs + 1 - * count[0] = count[0] + 1 # <<<<<<<<<<<<<< - * for j from 0 <= j < J: - * if ealigned[j] == 0: - */ - (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); - } - __pyx_L21:; - goto __pyx_L20; - } - __pyx_L20:; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":154 - * num_pairs = num_pairs + 1 - * count[0] = count[0] + 1 - * for j from 0 <= j < J: # <<<<<<<<<<<<<< - * if ealigned[j] == 0: - * e_j = esent[j] - */ - __pyx_t_7 = __pyx_v_J; - for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":155 - * count[0] = count[0] + 1 - * for j from 0 <= j < J: - * if ealigned[j] == 0: # <<<<<<<<<<<<<< - * e_j = esent[j] - * fmargin[null_word] = fmargin[null_word] + 1 - */ - __pyx_t_10 = (((__pyx_v_ealigned[__pyx_v_j]) == 0) != 0); - if (__pyx_t_10) { - - /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":156 - * for j from 0 <= j < J: - * if ealigned[j] == 0: - * e_j = esent[j] # <<<<<<<<<<<<<< - * fmargin[null_word] = fmargin[null_word] + 1 - * emargin[e_j] = emargin[e_j] + 1 - */ - __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); 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- - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":226 - * else: - * subb = <_BitSet*> veb.top - * bitset_insert(subb, a) # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - */ - __pyx_f_4cdec_2sa_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); - } - __pyx_L6:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":227 - * subb = <_BitSet*> veb.top - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - * else: - */ - __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":228 - * bitset_insert(subb, a) - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< - * else: - * veb.bottom[a] = new_BitSet() - */ - (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_4cdec_2sa_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); - goto __pyx_L7; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":230 - * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) - * else: - * veb.bottom[a] = new_BitSet() # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - */ - (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_4cdec_2sa_3_sa_new_BitSet(); - } - __pyx_L7:; - goto __pyx_L5; - } - __pyx_L5:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":231 - * else: - * veb.bottom[a] = new_BitSet() - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: - */ - __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":232 - * veb.bottom[a] = new_BitSet() - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< - * if VEB_insert(subv, b) == 0: - * return 0 - */ - __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":233 - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< - * return 0 - * else: - */ - __pyx_t_3 = ((__pyx_f_4cdec_2sa_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":234 - * subv = <_VEB*> veb.bottom[a] - * if VEB_insert(subv, b) == 0: - * return 0 # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[a] - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L9; - } - __pyx_L9:; - goto __pyx_L8; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":236 - * return 0 - * else: - * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< - * if bitset_insert(subb, b) == 0: - * return 0 - */ - __pyx_v_subb = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":237 - * else: - * subb = <_BitSet*> veb.bottom[a] - * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_t_3 = ((__pyx_f_4cdec_2sa_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":238 - * subb = <_BitSet*> veb.bottom[a] - * if bitset_insert(subb, b) == 0: - * return 0 # <<<<<<<<<<<<<< - * - * if i > veb.max_val: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L10; - } - __pyx_L10:; - } - __pyx_L8:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":240 - * return 0 - * - * if i > veb.max_val: # <<<<<<<<<<<<<< - * veb.max_val = i - * veb.size = veb.size + 1 - */ - __pyx_t_3 = ((__pyx_v_i > __pyx_v_veb->max_val) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":241 - * - * if i > veb.max_val: - * veb.max_val = i # <<<<<<<<<<<<<< - * veb.size = veb.size + 1 - * return 1 - */ - __pyx_v_veb->max_val = __pyx_v_i; - goto __pyx_L11; - } - __pyx_L11:; - } - __pyx_L3:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":242 - * if i > veb.max_val: - * veb.max_val = i - * veb.size = veb.size + 1 # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_v_veb->size = (__pyx_v_veb->size + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":243 - * veb.max_val = i - * veb.size = veb.size + 1 - * return 1 # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = 1; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":246 - * - * - * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< - * cdef int i - * - */ - -static PyObject *__pyx_f_4cdec_2sa_3_sa_del_VEB(struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_veb) { - int __pyx_v_i; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - PyObject *__pyx_t_3 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("del_VEB", 0); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":249 - * cdef int i - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * i = (<_VEB*> veb.top).min_val - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":250 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< - * else: - * i = (<_BitSet*> veb.top).min_val - */ - __pyx_t_2 = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top)->min_val; - __pyx_v_i = __pyx_t_2; - goto __pyx_L3; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":252 - * i = (<_VEB*> veb.top).min_val - * else: - * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< - * - * while i != -1: - */ - __pyx_t_2 = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top)->min_val; - __pyx_v_i = __pyx_t_2; - } - __pyx_L3:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":254 - * i = (<_BitSet*> veb.top).min_val - * - * while i != -1: # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * del_VEB(<_VEB*> veb.bottom[i]) - */ - while (1) { - __pyx_t_1 = ((__pyx_v_i != -1) != 0); - if (!__pyx_t_1) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":255 - * - * while i != -1: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * del_VEB(<_VEB*> veb.bottom[i]) - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":256 - * while i != -1: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * del_VEB(<_VEB*> veb.bottom[i]) # <<<<<<<<<<<<<< - * else: - * free(<_BitSet*> veb.bottom[i]) - */ - __pyx_t_3 = __pyx_f_4cdec_2sa_3_sa_del_VEB(((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_i]))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - goto __pyx_L6; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":258 - * del_VEB(<_VEB*> veb.bottom[i]) - * else: - * free(<_BitSet*> veb.bottom[i]) # <<<<<<<<<<<<<< - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - free(((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_i]))); - } - __pyx_L6:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":260 - * free(<_BitSet*> veb.bottom[i]) - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * i = VEB_findsucc(<_VEB*> veb.top, i) - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":261 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< - * else: - * i = bitset_findsucc(<_BitSet*> veb.top, i) - */ - __pyx_v_i = __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); - goto __pyx_L7; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":263 - * i = VEB_findsucc(<_VEB*> veb.top, i) - * else: - * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - */ - __pyx_v_i = __pyx_f_4cdec_2sa_3_sa_bitset_findsucc(((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); - } - __pyx_L7:; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":265 - * i = bitset_findsucc(<_BitSet*> veb.top, i) - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< - * del_VEB(<_VEB*> veb.top) - * else: - */ - __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":266 - * - * if veb.top_universe_size > MIN_BOTTOM_SIZE: - * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< - * else: - * free(<_BitSet*> veb.top) - */ - __pyx_t_3 = __pyx_f_4cdec_2sa_3_sa_del_VEB(((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - goto __pyx_L8; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":268 - * del_VEB(<_VEB*> veb.top) - * else: - * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< - * free(veb.bottom) - * free(veb) - */ - free(((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top)); - } - __pyx_L8:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":269 - * else: - * free(<_BitSet*> veb.top) - * free(veb.bottom) # <<<<<<<<<<<<<< - * free(veb) - * - */ - free(__pyx_v_veb->bottom); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":270 - * free(<_BitSet*> veb.top) - * free(veb.bottom) - * free(veb) # <<<<<<<<<<<<<< - * - * - */ - free(__pyx_v_veb); - - __pyx_r = Py_None; __Pyx_INCREF(Py_None); - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_XDECREF(__pyx_t_3); - __Pyx_AddTraceback("cdec.sa._sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_XGIVEREF(__pyx_r); - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":273 - * - * - * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< - * cdef _VEB* subv - * cdef _BitSet* subb - */ - -static int __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { - struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_subv; - struct __pyx_t_4cdec_2sa_3_sa__BitSet *__pyx_v_subb; - int __pyx_v_a; - int __pyx_v_b; - int __pyx_v_j; - int __pyx_v_c; - int __pyx_v_found; - int __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - __Pyx_RefNannySetupContext("VEB_findsucc", 0); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":278 - * cdef int a, b, j, c, found - * - * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< - * return -1 - * if i < veb.min_val: - */ - __pyx_t_1 = ((__pyx_v_veb->max_val == -1) != 0); - if (!__pyx_t_1) { - __pyx_t_2 = ((__pyx_v_i >= __pyx_v_veb->max_val) != 0); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":279 - * - * if veb.max_val == -1 or i>=veb.max_val: - * return -1 # <<<<<<<<<<<<<< - * if i < veb.min_val: - * return veb.min_val - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":280 - * if veb.max_val == -1 or i>=veb.max_val: - * return -1 - * if i < veb.min_val: # <<<<<<<<<<<<<< - * return veb.min_val - * - */ - __pyx_t_3 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":281 - * return -1 - * if i < veb.min_val: - * return veb.min_val # <<<<<<<<<<<<<< - * - * a = i >> veb.num_bottom_bits - */ - __pyx_r = __pyx_v_veb->min_val; - goto __pyx_L0; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":283 - * return veb.min_val - * - * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 - */ - __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":284 - * - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< - * found = 0 - * if veb.bottom[a] != NULL: - */ - __pyx_v_b = (__pyx_v_i & (__pyx_v_4cdec_2sa_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":285 - * a = i >> veb.num_bottom_bits - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 # <<<<<<<<<<<<<< - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - */ - __pyx_v_found = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":286 - * b = i & LOWER_MASK[veb.num_bottom_bits-1] - * found = 0 - * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - */ - __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) != NULL) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":287 - * found = 0 - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: - */ - __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":288 - * if veb.bottom[a] != NULL: - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - */ - __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":289 - * if veb.num_bottom_bits > MIN_BOTTOM_BITS: - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: # <<<<<<<<<<<<<< - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - * found = 1 - */ - __pyx_t_3 = ((__pyx_v_subv->max_val > __pyx_v_b) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":290 - * subv = <_VEB*> veb.bottom[a] - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< - * found = 1 - * else: - */ - __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":291 - * if subv.max_val > b: - * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) - * found = 1 # <<<<<<<<<<<<<< - * else: - * subb = <_BitSet*> veb.bottom[a] - */ - __pyx_v_found = 1; - goto __pyx_L7; - } - __pyx_L7:; - goto __pyx_L6; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":293 - * found = 1 - * else: - * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< - * if subb.max_val > b: - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - */ - __pyx_v_subb = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":294 - * else: - * subb = <_BitSet*> veb.bottom[a] - * if subb.max_val > b: # <<<<<<<<<<<<<< - * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) - * found = 1 - */ - __pyx_t_3 = ((__pyx_v_subb->max_val > __pyx_v_b) != 0); 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__pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":330 - * - * logger.info(" Computing collocations...") - * N = len(queue) # <<<<<<<<<<<<<< - * ptr1 = 0 - * sent_count = 0 - */ - __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_queue)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_v_N = __pyx_t_2; - - /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":331 - * logger.info(" Computing collocations...") - * N = len(queue) - * ptr1 = 0 # <<<<<<<<<<<<<< - * sent_count = 0 - * while ptr1 < N: # main loop - */ - __pyx_v_ptr1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":332 - * N = len(queue) - * ptr1 = 0 - * sent_count = 0 # <<<<<<<<<<<<<< - * while ptr1 < N: # main loop - * i1 = queue.arr[ptr1] - */ - __pyx_v_sent_count = 0; 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- if (value) { values[14] = value; kw_args--; } - } - case 15: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_73); - if (value) { values[15] = value; kw_args--; } - } - case 16: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__train_min_gap_size); - if (value) { values[16] = value; kw_args--; } - } - case 17: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__tight_phrases); - if (value) { values[17] = value; kw_args--; } - } - case 18: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_baeza_yates); - if (value) { values[18] = value; kw_args--; } - } - case 19: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_collocations); - if (value) { values[19] = value; kw_args--; } - } - case 20: - if (kw_args > 0) { - PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_index); - if (value) { values[20] = value; kw_args--; } - } - } - if (unlikely(kw_args > 0)) { - if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; 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- __pyx_t_6 = log(2.0); - if (unlikely(__pyx_t_6 == 0)) { - #ifdef WITH_THREAD - PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); - #endif - PyErr_Format(PyExc_ZeroDivisionError, "float division"); - #ifdef WITH_THREAD - PyGILState_Release(__pyx_gilstate_save); - #endif - {__pyx_filename = __pyx_f[8]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - __pyx_t_3 = (((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":559 - * - * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: - * free(result) # <<<<<<<<<<<<<< - * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) - * - */ - free(__pyx_v_result); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":560 - * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: - * free(result) - * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<< - * - * # binary search. There are two flavors, depending on - */ - __pyx_r = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); - goto __pyx_L0; - goto __pyx_L8; - } - __pyx_L8:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":564 - * # binary search. There are two flavors, depending on - * # whether the queryset or dataset is first - * if d_first: # <<<<<<<<<<<<<< - * med2 = median(low2, high2, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - */ - __pyx_t_3 = (__pyx_v_d_first != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":565 - * # whether the queryset or dataset is first - * if d_first: - * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * - */ - __pyx_v_med2 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":566 - * if d_first: - * med2 = median(low2, high2, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * - * search_low = low1 - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":568 - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * - * search_low = low1 # <<<<<<<<<<<<<< - * search_high = high1 - * while search_low < search_high: - */ - __pyx_v_search_low = __pyx_v_low1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":569 - * - * search_low = low1 - * search_high = high1 # <<<<<<<<<<<<<< - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) - */ - __pyx_v_search_high = __pyx_v_high1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":570 - * search_low = low1 - * search_high = high1 - * while search_low < search_high: # <<<<<<<<<<<<<< - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - */ - while (1) { - __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); - if (!__pyx_t_3) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":571 - * search_high = high1 - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - */ - __pyx_v_med1 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":572 - * while search_low < search_high: - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - */ - __pyx_f_4cdec_2sa_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":573 - * med1 = median(search_low, search_high, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == -1: - * search_low = med1_plus - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":576 - * if comparison == -1: - * search_low = med1_plus - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_high = med1_minus - * else: - */ - switch (__pyx_v_comparison) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":574 - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: # <<<<<<<<<<<<<< - * search_low = med1_plus - * elif comparison == 1: - */ - case -1: - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":575 - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - * search_low = med1_plus # <<<<<<<<<<<<<< - * elif comparison == 1: - * search_high = med1_minus - */ - __pyx_v_search_low = __pyx_v_med1_plus; - break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":576 - * if comparison == -1: - * search_low = med1_plus - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_high = med1_minus - * else: - */ - case 1: - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":577 - * search_low = med1_plus - * elif comparison == 1: - * search_high = med1_minus # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_search_high = __pyx_v_med1_minus; - break; - default: - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":579 - * search_high = med1_minus - * else: - * break # <<<<<<<<<<<<<< - * else: - * med1 = median(low1, high1, step1) - */ - goto __pyx_L11_break; - break; - } - } - __pyx_L11_break:; - goto __pyx_L9; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":581 - * break - * else: - * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * - */ - __pyx_v_med1 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":582 - * else: - * med1 = median(low1, high1, step1) - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< - * - * search_low = low2 - */ - __pyx_f_4cdec_2sa_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":584 - * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) - * - * search_low = low2 # <<<<<<<<<<<<<< - * search_high = high2 - * while search_low < search_high: - */ - __pyx_v_search_low = __pyx_v_low2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":585 - * - * search_low = low2 - * search_high = high2 # <<<<<<<<<<<<<< - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) - */ - __pyx_v_search_high = __pyx_v_high2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":586 - * search_low = low2 - * search_high = high2 - * while search_low < search_high: # <<<<<<<<<<<<<< - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - */ - while (1) { - __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); - if (!__pyx_t_3) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":587 - * search_high = high2 - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - */ - __pyx_v_med2 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":588 - * while search_low < search_high: - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":589 - * med2 = median(search_low, search_high, step2) - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == -1: - * search_high = med2 - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":592 - * if comparison == -1: - * search_high = med2 - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_low = med2 + step2 - * else: - */ - switch (__pyx_v_comparison) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":590 - * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: # <<<<<<<<<<<<<< - * search_high = med2 - * elif comparison == 1: - */ - case -1: - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":591 - * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) - * if comparison == -1: - * search_high = med2 # <<<<<<<<<<<<<< - * elif comparison == 1: - * search_low = med2 + step2 - */ - __pyx_v_search_high = __pyx_v_med2; - break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":592 - * if comparison == -1: - * search_high = med2 - * elif comparison == 1: # <<<<<<<<<<<<<< - * search_low = med2 + step2 - * else: - */ - case 1: - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":593 - * search_high = med2 - * elif comparison == 1: - * search_low = med2 + step2 # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); - break; - default: - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":595 - * search_low = med2 + step2 - * else: - * break # <<<<<<<<<<<<<< - * - * med_result_len = 0 - */ - goto __pyx_L13_break; - break; - } - } - __pyx_L13_break:; - } - __pyx_L9:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":597 - * break - * - * med_result_len = 0 # <<<<<<<<<<<<<< - * med_result = malloc(0*sizeof(int*)) - * if search_high > search_low: - */ - __pyx_v_med_result_len = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":598 - * - * med_result_len = 0 - * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< - * if search_high > search_low: - * # Then there is a match for the median element of Q - */ - __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":599 - * med_result_len = 0 - * med_result = malloc(0*sizeof(int*)) - * if search_high > search_low: # <<<<<<<<<<<<<< - * # Then there is a match for the median element of Q - * # What we want to find is the group of all bindings in the first set - */ - __pyx_t_3 = ((__pyx_v_search_high > __pyx_v_search_low) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":605 - * # want to store the bindings for all of those elements. We can - * # subsequently throw all of them away. - * med2_minus = med2 # <<<<<<<<<<<<<< - * med2_plus = med2 + step2 - * i1 = med1_minus - */ - __pyx_v_med2_minus = __pyx_v_med2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":606 - * # subsequently throw all of them away. - * med2_minus = med2 - * med2_plus = med2 + step2 # <<<<<<<<<<<<<< - * i1 = med1_minus - * while i1 < med1_plus: - */ - __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":607 - * med2_minus = med2 - * med2_plus = med2 + step2 - * i1 = med1_minus # <<<<<<<<<<<<<< - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - */ - __pyx_v_i1 = __pyx_v_med1_minus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":608 - * med2_plus = med2 + step2 - * i1 = med1_minus - * while i1 < med1_plus: # <<<<<<<<<<<<<< - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: - */ - while (1) { - __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_med1_plus) != 0); - if (!__pyx_t_3) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":609 - * i1 = med1_minus - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":610 - * while i1 < med1_plus: - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - */ - while (1) { - __pyx_t_3 = (((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2) != 0); - if (!__pyx_t_3) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":611 - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - * med2_minus = med2_minus - step2 - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":612 - * while med2_minus-step2 >= low2: - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< - * med2_minus = med2_minus - step2 - * else: - */ - __pyx_t_3 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":613 - * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) - * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: - * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< - * else: - * break - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); - goto __pyx_L19; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":615 - * med2_minus = med2_minus - step2 - * else: - * break # <<<<<<<<<<<<<< - * i2 = med2_minus - * while i2 < high2: - */ - goto __pyx_L18_break; - } - __pyx_L19:; - } - __pyx_L18_break:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":616 - * else: - * break - * i2 = med2_minus # <<<<<<<<<<<<<< - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - */ - __pyx_v_i2 = __pyx_v_med2_minus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":617 - * break - * i2 = med2_minus - * while i2 < high2: # <<<<<<<<<<<<<< - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - */ - while (1) { - __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); - if (!__pyx_t_3) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":618 - * i2 = med2_minus - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - * if comparison == 0: - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":619 - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == 0: - * pass - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":620 - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) - * if comparison == 0: # <<<<<<<<<<<<<< - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - */ - __pyx_t_3 = ((__pyx_v_comparison == 0) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":622 - * if comparison == 0: - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< - * if comparison == -1: - * break - */ - __pyx_v_med_result = __pyx_f_4cdec_2sa_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); - goto __pyx_L22; - } - __pyx_L22:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":623 - * pass - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - * if comparison == -1: # <<<<<<<<<<<<<< - * break - * i2 = i2 + step2 - */ - __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":624 - * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) - * if comparison == -1: - * break # <<<<<<<<<<<<<< - * i2 = i2 + step2 - * if i2 > med2_plus: - */ - goto __pyx_L21_break; - goto __pyx_L23; - } - __pyx_L23:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":625 - * if comparison == -1: - * break - * i2 = i2 + step2 # <<<<<<<<<<<<<< - * if i2 > med2_plus: - * med2_plus = i2 - */ - __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); - } - __pyx_L21_break:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":626 - * break - * i2 = i2 + step2 - * if i2 > med2_plus: # <<<<<<<<<<<<<< - * med2_plus = i2 - * i1 = i1 + step1 - */ - __pyx_t_3 = ((__pyx_v_i2 > __pyx_v_med2_plus) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":627 - * i2 = i2 + step2 - * if i2 > med2_plus: - * med2_plus = i2 # <<<<<<<<<<<<<< - * i1 = i1 + step1 - * - */ - __pyx_v_med2_plus = __pyx_v_i2; - goto __pyx_L24; - } - __pyx_L24:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":628 - * if i2 > med2_plus: - * med2_plus = i2 - * i1 = i1 + step1 # <<<<<<<<<<<<<< - * - * tmp = med1_minus - */ - __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":630 - * i1 = i1 + step1 - * - * tmp = med1_minus # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * med1_plus = tmp - */ - __pyx_v_tmp = __pyx_v_med1_minus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":631 - * - * tmp = med1_minus - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * med1_plus = tmp - * else: - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":632 - * tmp = med1_minus - * med1_minus = med1_plus - * med1_plus = tmp # <<<<<<<<<<<<<< - * else: - * # No match; need to figure out the point of division in D and Q - */ - __pyx_v_med1_plus = __pyx_v_tmp; - goto __pyx_L14; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":635 - * else: - * # No match; need to figure out the point of division in D and Q - * med2_minus = med2 # <<<<<<<<<<<<<< - * med2_plus = med2 - * if d_first: - */ - __pyx_v_med2_minus = __pyx_v_med2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":636 - * # No match; need to figure out the point of division in D and Q - * med2_minus = med2 - * med2_plus = med2 # <<<<<<<<<<<<<< - * if d_first: - * med2_minus = med2_minus + step2 - */ - __pyx_v_med2_plus = __pyx_v_med2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":637 - * med2_minus = med2 - * med2_plus = med2 - * if d_first: # <<<<<<<<<<<<<< - * med2_minus = med2_minus + step2 - * if comparison == -1: - */ - __pyx_t_3 = (__pyx_v_d_first != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":638 - * med2_plus = med2 - * if d_first: - * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< - * if comparison == -1: - * med1_minus = med1_plus - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":639 - * if d_first: - * med2_minus = med2_minus + step2 - * if comparison == -1: # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * if comparison == 1: - */ - __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":640 - * med2_minus = med2_minus + step2 - * if comparison == -1: - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * if comparison == 1: - * med1_plus = med1_minus - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - goto __pyx_L26; - } - __pyx_L26:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":641 - * if comparison == -1: - * med1_minus = med1_plus - * if comparison == 1: # <<<<<<<<<<<<<< - * med1_plus = med1_minus - * else: - */ - __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":642 - * med1_minus = med1_plus - * if comparison == 1: - * med1_plus = med1_minus # <<<<<<<<<<<<<< - * else: - * tmp = med1_minus - */ - __pyx_v_med1_plus = __pyx_v_med1_minus; - goto __pyx_L27; - } - __pyx_L27:; - goto __pyx_L25; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":644 - * med1_plus = med1_minus - * else: - * tmp = med1_minus # <<<<<<<<<<<<<< - * med1_minus = med1_plus - * med1_plus = tmp - */ - __pyx_v_tmp = __pyx_v_med1_minus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":645 - * else: - * tmp = med1_minus - * med1_minus = med1_plus # <<<<<<<<<<<<<< - * med1_plus = tmp - * if comparison == 1: - */ - __pyx_v_med1_minus = __pyx_v_med1_plus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":646 - * tmp = med1_minus - * med1_minus = med1_plus - * med1_plus = tmp # <<<<<<<<<<<<<< - * if comparison == 1: - * med2_minus = med2_minus + step2 - */ - __pyx_v_med1_plus = __pyx_v_tmp; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":647 - * med1_minus = med1_plus - * med1_plus = tmp - * if comparison == 1: # <<<<<<<<<<<<<< - * med2_minus = med2_minus + step2 - * med2_plus = med2_plus + step2 - */ - __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":648 - * med1_plus = tmp - * if comparison == 1: - * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< - * med2_plus = med2_plus + step2 - * - */ - __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":649 - * if comparison == 1: - * med2_minus = med2_minus + step2 - * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< - * - * low_result_len = 0 - */ - __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); - goto __pyx_L28; - } - __pyx_L28:; - } - __pyx_L25:; - } - __pyx_L14:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":651 - * med2_plus = med2_plus + step2 - * - * low_result_len = 0 # <<<<<<<<<<<<<< - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 - */ - __pyx_v_low_result_len = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":652 - * - * low_result_len = 0 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< - * high_result_len = 0 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - */ - __pyx_v_low_result = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":653 - * low_result_len = 0 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 # <<<<<<<<<<<<<< - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - * - */ - __pyx_v_high_result_len = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":654 - * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) - * high_result_len = 0 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< - * - * result = extend_arr(result, result_len, low_result, low_result_len) - */ - __pyx_v_high_result = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":656 - * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) - * - * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) - */ - __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":657 - * - * result = extend_arr(result, result_len, low_result, low_result_len) - * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) - */ - __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":658 - * result = extend_arr(result, result_len, low_result, low_result_len) - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< - * free(low_result) - * free(med_result) - */ - __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":659 - * result = extend_arr(result, result_len, med_result, med_result_len) - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) # <<<<<<<<<<<<<< - * free(med_result) - * free(high_result) - */ - free(__pyx_v_low_result); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":660 - * result = extend_arr(result, result_len, high_result, high_result_len) - * free(low_result) - * free(med_result) # <<<<<<<<<<<<<< - * free(high_result) - * - */ - free(__pyx_v_med_result); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":661 - * free(low_result) - * free(med_result) - * free(high_result) # <<<<<<<<<<<<<< - * - * return result - */ - free(__pyx_v_high_result); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":663 - * free(high_result) - * - * return result # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_result; - goto __pyx_L0; - - __pyx_r = 0; - goto __pyx_L0; - __pyx_L1_error:; - __Pyx_WriteUnraisable("cdec.sa._sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":667 - * - * - * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< - * Matching* loc2, int offset_by_one, int len_last): - * """ - */ - -static long __pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { - int __pyx_v_i1; - int __pyx_v_comparison; - int __pyx_v_prev_comparison; - struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_l1_stack; - struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc1; - long __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - __Pyx_RefNannySetupContext("compare_matchings_set", 0); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":678 - * cdef Matching* loc1 - * - * loc1 = &l1_stack # <<<<<<<<<<<<<< - * - * i1 = i1_minus - */ - __pyx_v_loc1 = (&__pyx_v_l1_stack); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":680 - * loc1 = &l1_stack - * - * i1 = i1_minus # <<<<<<<<<<<<<< - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - */ - __pyx_v_i1 = __pyx_v_i1_minus; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":681 - * - * i1 = i1_minus - * while i1 < i1_plus: # <<<<<<<<<<<<<< - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - */ - while (1) { - __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_i1_plus) != 0); - if (!__pyx_t_1) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":682 - * i1 = i1_minus - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":683 - * while i1 < i1_plus: - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< - * if comparison == 0: - * prev_comparison = 0 - */ - __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":684 - * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: # <<<<<<<<<<<<<< - * prev_comparison = 0 - * break - */ - __pyx_t_1 = ((__pyx_v_comparison == 0) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":685 - * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) - * if comparison == 0: - * prev_comparison = 0 # <<<<<<<<<<<<<< - * break - * elif i1 == i1_minus: - */ - __pyx_v_prev_comparison = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":686 - * if comparison == 0: - * prev_comparison = 0 - * break # <<<<<<<<<<<<<< - * elif i1 == i1_minus: - * prev_comparison = comparison - */ - goto __pyx_L4_break; - goto __pyx_L5; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":687 - * prev_comparison = 0 - * break - * elif i1 == i1_minus: # <<<<<<<<<<<<<< - * prev_comparison = comparison - * else: - */ - __pyx_t_1 = ((__pyx_v_i1 == __pyx_v_i1_minus) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":688 - * break - * elif i1 == i1_minus: - * prev_comparison = comparison # <<<<<<<<<<<<<< - * else: - * if comparison != prev_comparison: - */ - __pyx_v_prev_comparison = __pyx_v_comparison; - goto __pyx_L5; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":690 - * prev_comparison = comparison - * else: - * if comparison != prev_comparison: # <<<<<<<<<<<<<< - * prev_comparison = 0 - * break - */ - __pyx_t_1 = ((__pyx_v_comparison != __pyx_v_prev_comparison) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":691 - * else: - * if comparison != prev_comparison: - * prev_comparison = 0 # <<<<<<<<<<<<<< - * break - * i1 = i1 + step1 - */ - __pyx_v_prev_comparison = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":692 - * if comparison != prev_comparison: - * prev_comparison = 0 - * break # <<<<<<<<<<<<<< - * i1 = i1 + step1 - * return prev_comparison - */ - goto __pyx_L4_break; - goto __pyx_L6; - } - __pyx_L6:; - } - __pyx_L5:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":693 - * prev_comparison = 0 - * break - * i1 = i1 + step1 # <<<<<<<<<<<<<< - * return prev_comparison - * - */ - __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); - } - __pyx_L4_break:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":694 - * break - * i1 = i1 + step1 - * return prev_comparison # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = __pyx_v_prev_comparison; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":697 - * - * - * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< - * cdef int i - * - */ - -static long __pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { - int __pyx_v_i; - long __pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - __Pyx_RefNannySetupContext("compare_matchings", 0); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":700 - * cdef int i - * - * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< - * return 1 - * if loc2.sent_id > loc1.sent_id: - */ - __pyx_t_1 = ((__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":701 - * - * if loc1.sent_id > loc2.sent_id: - * return 1 # <<<<<<<<<<<<<< - * if loc2.sent_id > loc1.sent_id: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L3; - } - __pyx_L3:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":702 - * if loc1.sent_id > loc2.sent_id: - * return 1 - * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_1 = ((__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id) != 0); - if (__pyx_t_1) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":703 - * return 1 - * if loc2.sent_id > loc1.sent_id: - * return -1 # <<<<<<<<<<<<<< - * - * if loc1.size == 1 and loc2.size == 1: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L4; - } - __pyx_L4:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":705 - * return -1 - * - * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - * return 1 - */ - __pyx_t_1 = ((__pyx_v_loc1->size == 1) != 0); - if (__pyx_t_1) { - __pyx_t_2 = ((__pyx_v_loc2->size == 1) != 0); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":706 - * - * if loc1.size == 1 and loc2.size == 1: - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_t_3 = ((((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":707 - * if loc1.size == 1 and loc2.size == 1: - * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: - * return 1 # <<<<<<<<<<<<<< - * - * elif offset_by_one: - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L6; - } - __pyx_L6:; - goto __pyx_L5; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":709 - * return 1 - * - * elif offset_by_one: # <<<<<<<<<<<<<< - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - */ - __pyx_t_3 = (__pyx_v_offset_by_one != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":710 - * - * elif offset_by_one: - * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 - */ - __pyx_t_4 = __pyx_v_loc1->size; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":711 - * elif offset_by_one: - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":712 - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L9; - } - __pyx_L9:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":713 - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":714 - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: - * return -1 # <<<<<<<<<<<<<< - * - * else: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L10; - } - __pyx_L10:; - } - goto __pyx_L5; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":717 - * - * else: - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - */ - __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":718 - * else: - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L11; - } - __pyx_L11:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":719 - * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":720 - * return 1 - * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: - * return -1 # <<<<<<<<<<<<<< - * - * for i from 1 <= i < loc1.size: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L12; - } - __pyx_L12:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":722 - * return -1 - * - * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 - */ - __pyx_t_4 = __pyx_v_loc1->size; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":723 - * - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":724 - * for i from 1 <= i < loc1.size: - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 # <<<<<<<<<<<<<< - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - * return -1 - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L15; - } - __pyx_L15:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":725 - * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< - * return -1 - * - */ - __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":726 - * return 1 - * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: - * return -1 # <<<<<<<<<<<<<< - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L16; - } - __pyx_L16:; - } - } - __pyx_L5:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":728 - * return -1 - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< - * return -1 - * return 0 - */ - __pyx_t_3 = (((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":729 - * - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - * return -1 # <<<<<<<<<<<<<< - * return 0 - * - */ - __pyx_r = -1; - goto __pyx_L0; - goto __pyx_L17; - } - __pyx_L17:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":730 - * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: - * return -1 - * return 0 # <<<<<<<<<<<<<< - * - * - */ - __pyx_r = 0; - goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":733 - * - * - * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< - * int low2, int high2, int* arr2, int step2, - * int offset_by_one, int len_last, int num_subpatterns, int* result_len): - */ - -static int *__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { - int __pyx_v_i1; - int __pyx_v_i2; - int __pyx_v_j1; - int __pyx_v_j2; - long __pyx_v_comparison; - int *__pyx_v_result; - struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_loc1; - struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_loc2; - int *__pyx_r; - __Pyx_RefNannyDeclarations - int __pyx_t_1; - int __pyx_t_2; - int __pyx_t_3; - __Pyx_RefNannySetupContext("merge_helper", 0); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":741 - * cdef Matching loc1, loc2 - * - * result_len[0] = 0 # <<<<<<<<<<<<<< - * result = malloc(0*sizeof(int)) - * - */ - (__pyx_v_result_len[0]) = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":742 - * - * result_len[0] = 0 - * result = malloc(0*sizeof(int)) # <<<<<<<<<<<<<< - * - * i1 = low1 - */ - __pyx_v_result = ((int *)malloc((0 * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":744 - * result = malloc(0*sizeof(int)) - * - * i1 = low1 # <<<<<<<<<<<<<< - * i2 = low2 - * while i1 < high1 and i2 < high2: - */ - __pyx_v_i1 = __pyx_v_low1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":745 - * - * i1 = low1 - * i2 = low2 # <<<<<<<<<<<<<< - * while i1 < high1 and i2 < high2: - * - */ - __pyx_v_i2 = __pyx_v_low2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":746 - * i1 = low1 - * i2 = low2 - * while i1 < high1 and i2 < high2: # <<<<<<<<<<<<<< - * - * # First, pop all unneeded loc2's off the stack - */ - while (1) { - __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_high1) != 0); - if (__pyx_t_1) { - __pyx_t_2 = ((__pyx_v_i2 < __pyx_v_high2) != 0); - __pyx_t_3 = __pyx_t_2; - } else { - __pyx_t_3 = __pyx_t_1; - } - if (!__pyx_t_3) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":749 - * - * # First, pop all unneeded loc2's off the stack - * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< - * while i2 < high2: - * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) - */ - __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); 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if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1270; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - goto __pyx_L11; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1272 - * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * else: - * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * - */ - __pyx_t_2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), __pyx_v_e_low_prev, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1273 - * else: - * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< - * - * if f_back_low[0] > f_low: - */ - __pyx_t_2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1273; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - } - __pyx_L11:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1275 - * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) - * - * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< - * f_back_low[0] = f_low - * - */ - __pyx_t_4 = (((__pyx_v_f_back_low[0]) > __pyx_v_f_low) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1276 - * - * if f_back_low[0] > f_low: - * f_back_low[0] = f_low # <<<<<<<<<<<<<< - * - * if f_back_high[0] < f_high: - */ - (__pyx_v_f_back_low[0]) = __pyx_v_f_low; - goto __pyx_L12; - } - __pyx_L12:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1278 - * f_back_low[0] = f_low - * - * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< - * f_back_high[0] = f_high - * - */ - __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1279 - * - * if f_back_high[0] < f_high: - * f_back_high[0] = f_high # <<<<<<<<<<<<<< - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - */ - __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - (__pyx_v_f_back_high[0]) = __pyx_t_1; - goto __pyx_L13; - } - __pyx_L13:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1281 - * f_back_high[0] = f_high - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< - * return 1 - * - */ - __pyx_t_4 = (((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev) != 0); - if (__pyx_t_4) { - __pyx_t_5 = (((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev) != 0); - __pyx_t_3 = __pyx_t_5; - } else { - __pyx_t_3 = __pyx_t_4; - } - if (__pyx_t_3) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1282 - * - * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: - * return 1 # <<<<<<<<<<<<<< - * - * if allow_low_x == 0 and f_back_low[0] < f_low: - */ - __pyx_r = 1; - goto __pyx_L0; - goto __pyx_L14; - } - __pyx_L14:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1284 - * return 1 - * - * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< - * # FAIL: f phrase is not tight - * return 0 - */ - __pyx_t_3 = ((__pyx_v_allow_low_x == 0) != 0); - if (__pyx_t_3) { - __pyx_t_4 = (((__pyx_v_f_back_low[0]) < __pyx_v_f_low) != 0); - __pyx_t_5 = __pyx_t_4; - } else { - __pyx_t_5 = __pyx_t_3; - } - if (__pyx_t_5) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1286 - * if allow_low_x == 0 and f_back_low[0] < f_low: - * # FAIL: f phrase is not tight - * return 0 # <<<<<<<<<<<<<< - * - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L15; - } - __pyx_L15:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1288 - * return 0 - * - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: f back projection is too wide - * return 0 - */ - __pyx_t_5 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); - if (__pyx_t_5) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1290 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: f back projection is too wide - * return 0 # <<<<<<<<<<<<<< - * - * if allow_high_x == 0 and f_back_high[0] > f_high: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L16; - } - __pyx_L16:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1292 - * return 0 - * - * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< - * # FAIL: extension on high side not allowed - * return 0 - */ - __pyx_t_5 = (__pyx_v_allow_high_x == 0); - if (__pyx_t_5) { - __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_6); - __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __pyx_t_3; - } else { - __pyx_t_4 = __pyx_t_5; - } - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1294 - * if allow_high_x == 0 and f_back_high[0] > f_high: - * # FAIL: extension on high side not allowed - * return 0 # <<<<<<<<<<<<<< - * - * if f_low != f_back_low[0]: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L17; - } - __pyx_L17:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1296 - * return 0 - * - * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< - * if new_low_x == 0: - * if new_x >= max_new_x: - */ - __pyx_t_4 = ((__pyx_v_f_low != (__pyx_v_f_back_low[0])) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1297 - * - * if f_low != f_back_low[0]: - * if new_low_x == 0: # <<<<<<<<<<<<<< - * if new_x >= max_new_x: - * # FAIL: extension required on low side violates max # of gaps - */ - __pyx_t_4 = ((__pyx_v_new_low_x == 0) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1298 - * if f_low != f_back_low[0]: - * if new_low_x == 0: - * if new_x >= max_new_x: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates max # of gaps - * return 0 - */ - __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1300 - * if new_x >= max_new_x: - * # FAIL: extension required on low side violates max # of gaps - * return 0 # <<<<<<<<<<<<<< - * else: - * new_x = new_x + 1 - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L20; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1302 - * return 0 - * else: - * new_x = new_x + 1 # <<<<<<<<<<<<<< - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: - */ - __pyx_v_new_x = (__pyx_v_new_x + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1303 - * else: - * new_x = new_x + 1 - * new_low_x = 1 # <<<<<<<<<<<<<< - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size - */ - __pyx_v_new_low_x = 1; - } - __pyx_L20:; - goto __pyx_L19; - } - __pyx_L19:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1304 - * new_x = new_x + 1 - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< - * f_back_low[0] = f_low - min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_t_4 = (((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1305 - * new_low_x = 1 - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on low side violates max initial length - */ - (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1306 - * if f_low - f_back_low[0] < min_fx_size: - * f_back_low[0] = f_low - min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates max initial length - * return 0 - */ - __pyx_t_4 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1308 - * if f_back_high[0] - f_back_low[0] > max_f_len: - * # FAIL: extension required on low side violates max initial length - * return 0 # <<<<<<<<<<<<<< - * if f_back_low[0] < 0: - * # FAIL: extension required on low side violates sentence boundary - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L22; - } - __pyx_L22:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1309 - * # FAIL: extension required on low side violates max initial length - * return 0 - * if f_back_low[0] < 0: # <<<<<<<<<<<<<< - * # FAIL: extension required on low side violates sentence boundary - * return 0 - */ - __pyx_t_4 = (((__pyx_v_f_back_low[0]) < 0) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1311 - * if f_back_low[0] < 0: - * # FAIL: extension required on low side violates sentence boundary - * return 0 # <<<<<<<<<<<<<< - * - * if f_high != f_back_high[0]: - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L23; - } - __pyx_L23:; - goto __pyx_L21; - } - __pyx_L21:; - goto __pyx_L18; - } - __pyx_L18:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1313 - * return 0 - * - * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< - * if new_high_x == 0: - * if new_x >= max_new_x: - */ - __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1314 - * - * if f_high != f_back_high[0]: - * if new_high_x == 0: # <<<<<<<<<<<<<< - * if new_x >= max_new_x: - * # FAIL: extension required on high side violates max # of gaps - */ - __pyx_t_4 = ((__pyx_v_new_high_x == 0) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1315 - * if f_high != f_back_high[0]: - * if new_high_x == 0: - * if new_x >= max_new_x: # <<<<<<<<<<<<<< - * # FAIL: extension required on high side violates max # of gaps - * return 0 - */ - __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); - if (__pyx_t_4) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1317 - * if new_x >= max_new_x: - * # FAIL: extension required on high side violates max # of gaps - * return 0 # <<<<<<<<<<<<<< - * else: - * new_x = new_x + 1 - */ - __pyx_r = 0; - goto __pyx_L0; - goto __pyx_L26; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1319 - * return 0 - * else: - * new_x = new_x + 1 # <<<<<<<<<<<<<< - * new_high_x = 1 - * if f_back_high[0] - f_high < min_fx_size: - */ - __pyx_v_new_x = (__pyx_v_new_x + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1320 - * else: - * new_x = new_x + 1 - * new_high_x = 1 # <<<<<<<<<<<<<< - * if f_back_high[0] - f_high < min_fx_size: - * f_back_high[0] = f_high + min_fx_size - */ - __pyx_v_new_high_x = 1; - } - __pyx_L26:; - goto __pyx_L25; - } - __pyx_L25:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1321 - * new_x = new_x + 1 - * new_high_x = 1 - * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< - * f_back_high[0] = f_high + min_fx_size - * if f_back_high[0] - f_back_low[0] > max_f_len: - */ - __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1321; __pyx_clineno = __LINE__; 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- goto __pyx_L0; - - __pyx_r = 0; - __pyx_L0:; - __Pyx_RefNannyFinishContext(); - return __pyx_r; -} - -/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1367 - * - * - * cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, # <<<<<<<<<<<<<< - * int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, - * int sent_id, int e_sent_len, int e_sent_start): - */ - -static PyObject *__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_extract_phrases(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_e_low, int __pyx_v_e_high, int *__pyx_v_e_gap_low, int *__pyx_v_e_gap_high, int *__pyx_v_e_links_low, int __pyx_v_num_gaps, CYTHON_UNUSED int __pyx_v_f_low, CYTHON_UNUSED int __pyx_v_f_high, CYTHON_UNUSED int *__pyx_v_f_gap_low, CYTHON_UNUSED int *__pyx_v_f_gap_high, CYTHON_UNUSED int *__pyx_v_f_links_low, CYTHON_UNUSED int __pyx_v_sent_id, int __pyx_v_e_sent_len, int __pyx_v_e_sent_start) { - int __pyx_v_i; - int __pyx_v_j; - int __pyx_v_k; - int __pyx_v_m; - int __pyx_v_n; - int *__pyx_v_e_gap_order; - int __pyx_v_e_x_low; - int __pyx_v_e_x_high; - int __pyx_v_e_x_gap_low; - int __pyx_v_e_x_gap_high; - int *__pyx_v_e_gaps1; - int *__pyx_v_e_gaps2; - int __pyx_v_len1; - int __pyx_v_len2; - int __pyx_v_step; - int __pyx_v_num_chunks; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_ephr_arr = 0; - PyObject *__pyx_v_result = 0; - struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_indexes = 0; - PyObject *__pyx_r = NULL; - __Pyx_RefNannyDeclarations - PyObject *__pyx_t_1 = NULL; - int __pyx_t_2; - int __pyx_t_3; - int __pyx_t_4; - int __pyx_t_5; - int __pyx_t_6; - int __pyx_t_7; - int __pyx_t_8; - long __pyx_t_9; - PyObject *__pyx_t_10 = NULL; - int __pyx_lineno = 0; - const char *__pyx_filename = NULL; - int __pyx_clineno = 0; - __Pyx_RefNannySetupContext("extract_phrases", 0); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1375 - * cdef result - * - * result = [] # <<<<<<<<<<<<<< - * len1 = 0 - * e_gaps1 = malloc(0) - */ - __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_result = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1376 - * - * result = [] - * len1 = 0 # <<<<<<<<<<<<<< - * e_gaps1 = malloc(0) - * ephr_arr = IntList() - */ - __pyx_v_len1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1377 - * result = [] - * len1 = 0 - * e_gaps1 = malloc(0) # <<<<<<<<<<<<<< - * ephr_arr = IntList() - * - */ - __pyx_v_e_gaps1 = ((int *)malloc(0)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1378 - * len1 = 0 - * e_gaps1 = malloc(0) - * ephr_arr = IntList() # <<<<<<<<<<<<<< - * - * e_gap_order = malloc(num_gaps*sizeof(int)) - */ - __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_4cdec_2sa_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1378; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_v_ephr_arr = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1380 - * ephr_arr = IntList() - * - * e_gap_order = malloc(num_gaps*sizeof(int)) # <<<<<<<<<<<<<< - * if num_gaps > 0: - * e_gap_order[0] = 0 - */ - __pyx_v_e_gap_order = ((int *)malloc((__pyx_v_num_gaps * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1381 - * - * e_gap_order = malloc(num_gaps*sizeof(int)) - * if num_gaps > 0: # <<<<<<<<<<<<<< - * e_gap_order[0] = 0 - * for i from 1 <= i < num_gaps: - */ - __pyx_t_2 = ((__pyx_v_num_gaps > 0) != 0); - if (__pyx_t_2) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1382 - * e_gap_order = malloc(num_gaps*sizeof(int)) - * if num_gaps > 0: - * e_gap_order[0] = 0 # <<<<<<<<<<<<<< - * for i from 1 <= i < num_gaps: - * for j from 0 <= j < i: - */ - (__pyx_v_e_gap_order[0]) = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1383 - * if num_gaps > 0: - * e_gap_order[0] = 0 - * for i from 1 <= i < num_gaps: # <<<<<<<<<<<<<< - * for j from 0 <= j < i: - * if e_gap_low[i] < e_gap_low[j]: - */ - __pyx_t_3 = __pyx_v_num_gaps; - for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1384 - * e_gap_order[0] = 0 - * for i from 1 <= i < num_gaps: - * for j from 0 <= j < i: # <<<<<<<<<<<<<< - * if e_gap_low[i] < e_gap_low[j]: - * for k from j <= k < i: - */ - __pyx_t_4 = __pyx_v_i; - for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1385 - * for i from 1 <= i < num_gaps: - * for j from 0 <= j < i: - * if e_gap_low[i] < e_gap_low[j]: # <<<<<<<<<<<<<< - * for k from j <= k < i: - * e_gap_order[k+1] = e_gap_order[k] - */ - __pyx_t_2 = (((__pyx_v_e_gap_low[__pyx_v_i]) < (__pyx_v_e_gap_low[__pyx_v_j])) != 0); - if (__pyx_t_2) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1386 - * for j from 0 <= j < i: - * if e_gap_low[i] < e_gap_low[j]: - * for k from j <= k < i: # <<<<<<<<<<<<<< - * e_gap_order[k+1] = e_gap_order[k] - * e_gap_order[j] = i - */ - __pyx_t_5 = __pyx_v_i; 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- } - __pyx_L7_break:; - } - goto __pyx_L3; - } - __pyx_L3:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1393 - * e_gap_order[i] = i - * - * e_x_low = e_low # <<<<<<<<<<<<<< - * e_x_high = e_high - * if not self.tight_phrases: - */ - __pyx_v_e_x_low = __pyx_v_e_low; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1394 - * - * e_x_low = e_low - * e_x_high = e_high # <<<<<<<<<<<<<< - * if not self.tight_phrases: - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - */ - __pyx_v_e_x_high = __pyx_v_e_high; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1395 - * e_x_low = e_low - * e_x_high = e_high - * if not self.tight_phrases: # <<<<<<<<<<<<<< - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - * e_x_low = e_x_low - 1 - */ - __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); - if (__pyx_t_2) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1396 - * e_x_high = e_high - * if not self.tight_phrases: - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< - * e_x_low = e_x_low - 1 - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - */ - while (1) { - __pyx_t_2 = ((__pyx_v_e_x_low > 0) != 0); - if (__pyx_t_2) { - __pyx_t_6 = (((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_6) { - __pyx_t_7 = (((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1) != 0); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_6; - } - __pyx_t_6 = __pyx_t_8; - } else { - __pyx_t_6 = __pyx_t_2; - } - if (!__pyx_t_6) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1397 - * if not self.tight_phrases: - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - * e_x_high = e_x_high + 1 - */ - __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1398 - * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: - * e_x_low = e_x_low - 1 - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< - * e_x_high = e_x_high + 1 - * - */ - while (1) { - __pyx_t_6 = ((__pyx_v_e_x_high < __pyx_v_e_sent_len) != 0); - if (__pyx_t_6) { - __pyx_t_2 = (((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_2) { - __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1) != 0); - __pyx_t_7 = __pyx_t_8; - } else { - __pyx_t_7 = __pyx_t_2; - } - __pyx_t_2 = __pyx_t_7; - } else { - __pyx_t_2 = __pyx_t_6; - } - if (!__pyx_t_2) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1399 - * e_x_low = e_x_low - 1 - * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: - * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< - * - * for i from e_x_low <= i <= e_low: - */ - __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); - } - goto __pyx_L11; - } - __pyx_L11:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1401 - * e_x_high = e_x_high + 1 - * - * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< - * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) - * - */ - __pyx_t_3 = __pyx_v_e_low; - for (__pyx_v_i = __pyx_v_e_x_low; 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- - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1408 - * len2 = 0 - * - * j = e_gap_order[i] # <<<<<<<<<<<<<< - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] - */ - __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1409 - * - * j = e_gap_order[i] - * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< - * e_x_gap_high = e_gap_high[j] - * if not self.tight_phrases: - */ - __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1410 - * j = e_gap_order[i] - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< - * if not self.tight_phrases: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - */ - __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1411 - * e_x_gap_low = e_gap_low[j] - * e_x_gap_high = e_gap_high[j] - * if not self.tight_phrases: # <<<<<<<<<<<<<< - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 - */ - __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); - if (__pyx_t_2) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1412 - * e_x_gap_high = e_gap_high[j] - * if not self.tight_phrases: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - */ - while (1) { - __pyx_t_2 = ((__pyx_v_e_x_gap_low > __pyx_v_e_x_low) != 0); - if (__pyx_t_2) { - __pyx_t_6 = (((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1) != 0); - __pyx_t_7 = __pyx_t_6; - } else { - __pyx_t_7 = __pyx_t_2; - } - if (!__pyx_t_7) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1413 - * if not self.tight_phrases: - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - * e_x_gap_high = e_x_gap_high + 1 - */ - __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1414 - * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< - * e_x_gap_high = e_x_gap_high + 1 - * - */ - while (1) { - __pyx_t_7 = ((__pyx_v_e_x_gap_high < __pyx_v_e_x_high) != 0); - if (__pyx_t_7) { - __pyx_t_2 = (((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1) != 0); - __pyx_t_6 = __pyx_t_2; - } else { - __pyx_t_6 = __pyx_t_7; - } - if (!__pyx_t_6) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1415 - * e_x_gap_low = e_x_gap_low - 1 - * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: - * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< - * - * k = 0 - */ - __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); - } - goto __pyx_L20; - } - __pyx_L20:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1417 - * e_x_gap_high = e_x_gap_high + 1 - * - * k = 0 # <<<<<<<<<<<<<< - * step = 1+(i*2) - * while k < len1: - */ - __pyx_v_k = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1418 - * - * k = 0 - * step = 1+(i*2) # <<<<<<<<<<<<<< - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: - */ - __pyx_v_step = (1 + (__pyx_v_i * 2)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1419 - * k = 0 - * step = 1+(i*2) - * while k < len1: # <<<<<<<<<<<<<< - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: - */ - while (1) { - __pyx_t_6 = ((__pyx_v_k < __pyx_v_len1) != 0); - if (!__pyx_t_6) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1420 - * step = 1+(i*2) - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: - */ - __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); - for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1421 - * while k < len1: - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - */ - __pyx_t_6 = ((__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])) != 0); - if (__pyx_t_6) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1422 - * for m from e_x_gap_low <= m <= e_gap_low[j]: - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - */ - __pyx_t_5 = __pyx_v_e_x_gap_high; - for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1423 - * if m >= e_gaps1[k+step-1]: - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - */ - __pyx_t_6 = (((__pyx_v_n - __pyx_v_m) >= 1) != 0); - if (__pyx_t_6) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1424 - * for n from e_gap_high[j] <= n <= e_x_gap_high: - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1425 - * if n-m >= 1: # extractor.py doesn't restrict target-side gap length - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1426 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< - * k = k + step - * free(e_gaps1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); - goto __pyx_L32; - } - __pyx_L32:; - } - goto __pyx_L29; - } - __pyx_L29:; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1427 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step # <<<<<<<<<<<<<< - * free(e_gaps1) - * e_gaps1 = e_gaps2 - */ - __pyx_v_k = (__pyx_v_k + __pyx_v_step); - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1428 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) - * k = k + step - * free(e_gaps1) # <<<<<<<<<<<<<< - * e_gaps1 = e_gaps2 - * len1 = len2 - */ - free(__pyx_v_e_gaps1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1429 - * k = k + step - * free(e_gaps1) - * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< - * len1 = len2 - * - */ - __pyx_v_e_gaps1 = __pyx_v_e_gaps2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1430 - * free(e_gaps1) - * e_gaps1 = e_gaps2 - * len1 = len2 # <<<<<<<<<<<<<< - * - * step = 1+(num_gaps*2) - */ - __pyx_v_len1 = __pyx_v_len2; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1432 - * len1 = len2 - * - * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< - * e_gaps2 = malloc(0) - * len2 = 0 - */ - __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1433 - * - * step = 1+(num_gaps*2) - * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< - * len2 = 0 - * for i from e_high <= i <= e_x_high: - */ - __pyx_v_e_gaps2 = ((int *)malloc(0)); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1434 - * step = 1+(num_gaps*2) - * e_gaps2 = malloc(0) - * len2 = 0 # <<<<<<<<<<<<<< - * for i from e_high <= i <= e_x_high: - * j = 0 - */ - __pyx_v_len2 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1435 - * e_gaps2 = malloc(0) - * len2 = 0 - * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< - * j = 0 - * while j < len1: - */ - __pyx_t_3 = __pyx_v_e_x_high; - for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1436 - * len2 = 0 - * for i from e_high <= i <= e_x_high: - * j = 0 # <<<<<<<<<<<<<< - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - */ - __pyx_v_j = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1437 - * for i from e_high <= i <= e_x_high: - * j = 0 - * while j < len1: # <<<<<<<<<<<<<< - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - */ - while (1) { - __pyx_t_6 = ((__pyx_v_j < __pyx_v_len1) != 0); - if (!__pyx_t_6) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1438 - * j = 0 - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - */ - __pyx_t_6 = (((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_6) { - __pyx_t_7 = ((__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])) != 0); - __pyx_t_2 = __pyx_t_7; - } else { - __pyx_t_2 = __pyx_t_6; - } - if (__pyx_t_2) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1439 - * while j < len1: - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1440 - * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< - * j = j + step - * free(e_gaps1) - */ - __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); - goto __pyx_L37; - } - __pyx_L37:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1441 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step # <<<<<<<<<<<<<< - * free(e_gaps1) - * e_gaps1 = e_gaps2 - */ - __pyx_v_j = (__pyx_v_j + __pyx_v_step); - } - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1442 - * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) - * j = j + step - * free(e_gaps1) # <<<<<<<<<<<<<< - * e_gaps1 = e_gaps2 - * len1 = len2 - */ - free(__pyx_v_e_gaps1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1443 - * j = j + step - * free(e_gaps1) - * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< - * len1 = len2 - * - */ - __pyx_v_e_gaps1 = __pyx_v_e_gaps2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1444 - * free(e_gaps1) - * e_gaps1 = e_gaps2 - * len1 = len2 # <<<<<<<<<<<<<< - * - * step = (num_gaps+1)*2 - */ - __pyx_v_len1 = __pyx_v_len2; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1446 - * len1 = len2 - * - * step = (num_gaps+1)*2 # <<<<<<<<<<<<<< - * i = 0 - * - */ - __pyx_v_step = ((__pyx_v_num_gaps + 1) * 2); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1447 - * - * step = (num_gaps+1)*2 - * i = 0 # <<<<<<<<<<<<<< - * - * cdef IntList indexes - */ - __pyx_v_i = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1450 - * - * cdef IntList indexes - * while i < len1: # <<<<<<<<<<<<<< - * ephr_arr._clear() - * num_chunks = 0 - */ - while (1) { - __pyx_t_2 = ((__pyx_v_i < __pyx_v_len1) != 0); 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __Pyx_DECREF(__pyx_v_sofar); - __pyx_v_sofar = __pyx_t_3; - __pyx_t_3 = 0; - goto __pyx_L7; - } - __pyx_L7:; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1522 - * - * - * e_links_low = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) - */ - __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1523 - * - * e_links_low = malloc(e_sent_len*sizeof(int)) - * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) - */ - __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1524 - * e_links_low = malloc(e_sent_len*sizeof(int)) - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1525 - * e_links_high = malloc(e_sent_len*sizeof(int)) - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1526 - * f_links_low = malloc(f_sent_len*sizeof(int)) - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1527 - * f_links_high = malloc(f_sent_len*sizeof(int)) - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - */ - __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1528 - * f_gap_low = malloc((num_chunks+1)*sizeof(int)) - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - */ - __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1529 - * f_gap_high = malloc((num_chunks+1)*sizeof(int)) - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - */ - __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1530 - * e_gap_low = malloc((num_chunks+1)*sizeof(int)) - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - */ - memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1531 - * e_gap_high = malloc((num_chunks+1)*sizeof(int)) - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - */ - memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1532 - * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - * - */ - memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1533 - * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< - * - * reason_for_failure = "" - */ - memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1535 - * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) - * - * reason_for_failure = "" # <<<<<<<<<<<<<< - * - * for i from 0 <= i < e_sent_len: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_47)); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_47); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1537 - * reason_for_failure = "" - * - * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< - * e_links_low[i] = -1 - * e_links_high[i] = -1 - */ - __pyx_t_2 = __pyx_v_e_sent_len; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1538 - * - * for i from 0 <= i < e_sent_len: - * e_links_low[i] = -1 # <<<<<<<<<<<<<< - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: - */ - (__pyx_v_e_links_low[__pyx_v_i]) = -1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1539 - * for i from 0 <= i < e_sent_len: - * e_links_low[i] = -1 - * e_links_high[i] = -1 # <<<<<<<<<<<<<< - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 - */ - (__pyx_v_e_links_high[__pyx_v_i]) = -1; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1540 - * e_links_low[i] = -1 - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< - * f_links_low[i] = -1 - * f_links_high[i] = -1 - */ - __pyx_t_2 = __pyx_v_f_sent_len; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1541 - * e_links_high[i] = -1 - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 # <<<<<<<<<<<<<< - * f_links_high[i] = -1 - * - */ - (__pyx_v_f_links_low[__pyx_v_i]) = -1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1542 - * for i from 0 <= i < f_sent_len: - * f_links_low[i] = -1 - * f_links_high[i] = -1 # <<<<<<<<<<<<<< - * - * # this is really inefficient -- might be good to - */ - (__pyx_v_f_links_high[__pyx_v_i]) = -1; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1548 - * # links that we care about (but then how to look up - * # when we want to check something on the e side?) - * i = 0 # <<<<<<<<<<<<<< - * while i < num_links*2: - * f_i = sent_links[i] - */ - __pyx_v_i = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1549 - * # when we want to check something on the e side?) - * i = 0 - * while i < num_links*2: # <<<<<<<<<<<<<< - * f_i = sent_links[i] - * e_i = sent_links[i+1] - */ - while (1) { - __pyx_t_7 = ((__pyx_v_i < (__pyx_v_num_links * 2)) != 0); - if (!__pyx_t_7) break; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1550 - * i = 0 - * while i < num_links*2: - * f_i = sent_links[i] # <<<<<<<<<<<<<< - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - */ - __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1551 - * while i < num_links*2: - * f_i = sent_links[i] - * e_i = sent_links[i+1] # <<<<<<<<<<<<<< - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i - */ - __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1552 - * f_i = sent_links[i] - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - */ - __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_i]) == -1) != 0); - if (!__pyx_t_7) { - __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i) != 0); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1553 - * e_i = sent_links[i+1] - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 - */ - (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; - goto __pyx_L14; - } - __pyx_L14:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1554 - * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - */ - __pyx_t_9 = (((__pyx_v_f_links_high[__pyx_v_f_i]) == -1) != 0); - if (!__pyx_t_9) { - __pyx_t_7 = (((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)) != 0); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_9; - } - if (__pyx_t_8) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1555 - * f_links_low[f_i] = e_i - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i - */ - (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); - goto __pyx_L15; - } - __pyx_L15:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1556 - * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - */ - __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_i]) == -1) != 0); - if (!__pyx_t_8) { - __pyx_t_9 = (((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i) != 0); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = __pyx_t_8; - } - if (__pyx_t_7) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1557 - * f_links_high[f_i] = e_i + 1 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 - */ - (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; - goto __pyx_L16; - } - __pyx_L16:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1558 - * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< - * e_links_high[e_i] = f_i + 1 - * i = i + 2 - */ - __pyx_t_7 = (((__pyx_v_e_links_high[__pyx_v_e_i]) == -1) != 0); - if (!__pyx_t_7) { - __pyx_t_8 = (((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)) != 0); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = __pyx_t_7; - } - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1559 - * e_links_low[e_i] = f_i - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< - * i = i + 2 - * - */ - (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); - goto __pyx_L17; - } - __pyx_L17:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1560 - * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: - * e_links_high[e_i] = f_i + 1 - * i = i + 2 # <<<<<<<<<<<<<< - * - * als = [] - */ - __pyx_v_i = (__pyx_v_i + 2); - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1562 - * i = i + 2 - * - * als = [] # <<<<<<<<<<<<<< - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - */ - __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_v_als = ((PyObject*)__pyx_t_3); - __pyx_t_3 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1563 - * - * als = [] - * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - * als.append(al) - */ - __pyx_t_2 = __pyx_v_matching->end; - for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) { - __pyx_v_x = __pyx_t_4; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1564 - * als = [] - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< - * als.append(al) - * # check all source-side alignment constraints - */ - __pyx_t_3 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1564; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1564; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1564; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3); - __Pyx_GIVEREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_3 = 0; - __pyx_t_1 = 0; - __Pyx_XDECREF(((PyObject *)__pyx_v_al)); - __pyx_v_al = ((PyObject*)__pyx_t_10); - __pyx_t_10 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1565 - * for x in range(matching.start,matching.end): - * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) - * als.append(al) # <<<<<<<<<<<<<< - * # check all source-side alignment constraints - * met_constraints = 1 - */ - __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1565; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1567 - * als.append(al) - * # check all source-side alignment constraints - * met_constraints = 1 # <<<<<<<<<<<<<< - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 - */ - __pyx_v_met_constraints = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1568 - * # check all source-side alignment constraints - * met_constraints = 1 - * if self.require_aligned_terminal: # <<<<<<<<<<<<<< - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: - */ - __pyx_t_9 = (__pyx_v_self->require_aligned_terminal != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1569 - * met_constraints = 1 - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 # <<<<<<<<<<<<<< - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: - */ - __pyx_v_num_aligned_chunks = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1570 - * if self.require_aligned_terminal: - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - */ - __pyx_t_2 = __pyx_v_num_chunks; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1571 - * num_aligned_chunks = 0 - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 - */ - __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); - for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1572 - * for i from 0 <= i < num_chunks: - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< - * num_aligned_chunks = num_aligned_chunks + 1 - * break - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1573 - * for j from 0 <= j < chunklen[i]: - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< - * break - * if num_aligned_chunks == 0: - */ - __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1574 - * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: - * num_aligned_chunks = num_aligned_chunks + 1 - * break # <<<<<<<<<<<<<< - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" - */ - goto __pyx_L24_break; - goto __pyx_L25; - } - __pyx_L25:; - } - __pyx_L24_break:; - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1575 - * num_aligned_chunks = num_aligned_chunks + 1 - * break - * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 - */ - __pyx_t_9 = ((__pyx_v_num_aligned_chunks == 0) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1576 - * break - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_133)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_133); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1577 - * if num_aligned_chunks == 0: - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 # <<<<<<<<<<<<<< - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" - */ - __pyx_v_met_constraints = 0; - goto __pyx_L26; - } - __pyx_L26:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1578 - * reason_for_failure = "No aligned terminals" - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< - * reason_for_failure = "Unaligned chunk" - * met_constraints = 0 - */ - if ((__pyx_v_self->require_aligned_chunks != 0)) { - __pyx_t_9 = ((__pyx_v_num_aligned_chunks < __pyx_v_num_chunks) != 0); - __pyx_t_7 = __pyx_t_9; - } else { - __pyx_t_7 = (__pyx_v_self->require_aligned_chunks != 0); - } - if (__pyx_t_7) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1579 - * met_constraints = 0 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< - * met_constraints = 0 - * - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1580 - * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: - * reason_for_failure = "Unaligned chunk" - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * if met_constraints and self.tight_phrases: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L27; - } - __pyx_L27:; - goto __pyx_L20; - } - __pyx_L20:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1582 - * met_constraints = 0 - * - * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: - */ - if ((__pyx_v_met_constraints != 0)) { - __pyx_t_7 = __pyx_v_self->tight_phrases; - __pyx_t_9 = __pyx_t_7; - } else { - __pyx_t_9 = (__pyx_v_met_constraints != 0); - } - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1584 - * if met_constraints and self.tight_phrases: - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - */ - __pyx_t_12 = (__pyx_v_num_chunks - 1); - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1585 - * # outside edge constraints are checked later - * for i from 0 <= i < num_chunks-1: - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1586 - * for i from 0 <= i < num_chunks-1: - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< - * met_constraints = 0 - * break - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1587 - * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 # <<<<<<<<<<<<<< - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - */ - __pyx_v_met_constraints = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1588 - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - * break # <<<<<<<<<<<<<< - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - */ - goto __pyx_L30_break; - goto __pyx_L31; - } - __pyx_L31:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1589 - * met_constraints = 0 - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1590 - * break - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< - * met_constraints = 0 - * break - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1591 - * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 # <<<<<<<<<<<<<< - * break - * - */ - __pyx_v_met_constraints = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1592 - * reason_for_failure = "Gaps are not tight phrases" - * met_constraints = 0 - * break # <<<<<<<<<<<<<< - * - * f_low = matching.arr[matching.start] - f_sent_start - */ - goto __pyx_L30_break; - goto __pyx_L32; - } - __pyx_L32:; - } - __pyx_L30_break:; - goto __pyx_L28; - } - __pyx_L28:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1594 - * break - * - * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - * if met_constraints: - */ - __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1595 - * - * f_low = matching.arr[matching.start] - f_sent_start - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< - * if met_constraints: - * - */ - __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1596 - * f_low = matching.arr[matching.start] - f_sent_start - * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start - * if met_constraints: # <<<<<<<<<<<<<< - * - * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, - */ - __pyx_t_9 = (__pyx_v_met_constraints != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1598 - * if met_constraints: - * - * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< - * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, - * self.train_max_initial_size, self.train_max_initial_size, - */ - __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1598; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1602 - * self.train_max_initial_size, self.train_max_initial_size, - * self.train_min_gap_size, 0, - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< - * gap_error = 0 - * num_gaps = 0 - */ - __pyx_t_9 = (((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0) != 0); - __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1603 - * self.train_min_gap_size, 0, - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - * gap_error = 0 # <<<<<<<<<<<<<< - * num_gaps = 0 - * - */ - __pyx_v_gap_error = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1604 - * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): - * gap_error = 0 - * num_gaps = 0 # <<<<<<<<<<<<<< - * - * if f_back_low < f_low: - */ - __pyx_v_num_gaps = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1606 - * num_gaps = 0 - * - * if f_back_low < f_low: # <<<<<<<<<<<<<< - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low - */ - __pyx_t_9 = ((__pyx_v_f_back_low < __pyx_v_f_low) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1607 - * - * if f_back_low < f_low: - * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< - * f_gap_high[0] = f_low - * num_gaps = 1 - */ - (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1608 - * if f_back_low < f_low: - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low # <<<<<<<<<<<<<< - * num_gaps = 1 - * gap_start = 0 - */ - (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1609 - * f_gap_low[0] = f_back_low - * f_gap_high[0] = f_low - * num_gaps = 1 # <<<<<<<<<<<<<< - * gap_start = 0 - * phrase_len = phrase_len+1 - */ - __pyx_v_num_gaps = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1610 - * f_gap_high[0] = f_low - * num_gaps = 1 - * gap_start = 0 # <<<<<<<<<<<<<< - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - */ - __pyx_v_gap_start = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1611 - * num_gaps = 1 - * gap_start = 0 - * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< - * if phrase_len > self.max_length: - * gap_error = 1 - */ - __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1612 - * gap_start = 0 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: # <<<<<<<<<<<<<< - * gap_error = 1 - * if self.tight_phrases: - */ - __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1613 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - * gap_error = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - */ - __pyx_v_gap_error = 1; - goto __pyx_L36; - } - __pyx_L36:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1614 - * if phrase_len > self.max_length: - * gap_error = 1 - * if self.tight_phrases: # <<<<<<<<<<<<<< - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 - */ - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1615 - * gap_error = 1 - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< - * gap_error = 1 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - */ - __pyx_t_9 = (((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1) != 0); - if (!__pyx_t_9) { - __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1) != 0); - __pyx_t_8 = __pyx_t_7; - } else { - __pyx_t_8 = __pyx_t_9; - } - if (__pyx_t_8) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1616 - * if self.tight_phrases: - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - * else: - */ - __pyx_v_gap_error = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1617 - * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: - * gap_error = 1 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< - * else: - * gap_start = 1 - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_136)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_136); - goto __pyx_L38; - } - __pyx_L38:; - goto __pyx_L37; - } - __pyx_L37:; - goto __pyx_L35; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1619 - * reason_for_failure = "Inside edges of preceding subphrase are not tight" - * else: - * gap_start = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases and f_links_low[f_low] == -1: - * # this is not a hard error. we can't extract this phrase - */ - __pyx_v_gap_start = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1620 - * else: - * gap_start = 1 - * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< - * # this is not a hard error. we can't extract this phrase - * # but we still might be able to extract a superphrase - */ - if ((__pyx_v_self->tight_phrases != 0)) { - __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_low]) == -1) != 0); - __pyx_t_9 = __pyx_t_8; - } else { - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - } - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1623 - * # this is not a hard error. we can't extract this phrase - * # but we still might be able to extract a superphrase - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * for i from 0 <= i < matching.size - 1: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L39; - } - __pyx_L39:; - } - __pyx_L35:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1625 - * met_constraints = 0 - * - * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - */ - __pyx_t_12 = (__pyx_v_matching->size - 1); - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1626 - * - * for i from 0 <= i < matching.size - 1: - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - * num_gaps = num_gaps + 1 - */ - (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1627 - * for i from 0 <= i < matching.size - 1: - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< - * num_gaps = num_gaps + 1 - * - */ - (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1628 - * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start - * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start - * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< - * - * if f_high < f_back_high: - */ - __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); - } - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1630 - * num_gaps = num_gaps + 1 - * - * if f_high < f_back_high: # <<<<<<<<<<<<<< - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high - */ - __pyx_t_9 = ((__pyx_v_f_high < __pyx_v_f_back_high) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1631 - * - * if f_high < f_back_high: - * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 - */ - (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1632 - * if f_high < f_back_high: - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 - */ - (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1633 - * f_gap_low[gap_start+num_gaps] = f_high - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - */ - __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1634 - * f_gap_high[gap_start+num_gaps] = f_back_high - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< - * if phrase_len > self.max_length: - * gap_error = 1 - */ - __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1635 - * num_gaps = num_gaps + 1 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: # <<<<<<<<<<<<<< - * gap_error = 1 - * if self.tight_phrases: - */ - __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1636 - * phrase_len = phrase_len+1 - * if phrase_len > self.max_length: - * gap_error = 1 # <<<<<<<<<<<<<< - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - */ - __pyx_v_gap_error = 1; - goto __pyx_L43; - } - __pyx_L43:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1637 - * if phrase_len > self.max_length: - * gap_error = 1 - * if self.tight_phrases: # <<<<<<<<<<<<<< - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 - */ - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1638 - * gap_error = 1 - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< - * gap_error = 1 - * reason_for_failure = "Inside edges of following subphrase are not tight" - */ - __pyx_t_9 = (((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1) != 0); - if (!__pyx_t_9) { - __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_high]) == -1) != 0); - __pyx_t_7 = __pyx_t_8; - } else { - __pyx_t_7 = __pyx_t_9; - } - if (__pyx_t_7) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1639 - * if self.tight_phrases: - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Inside edges of following subphrase are not tight" - * else: - */ - __pyx_v_gap_error = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1640 - * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: - * gap_error = 1 - * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: - */ - __Pyx_INCREF(((PyObject *)__pyx_kp_s_137)); - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_137); - goto __pyx_L45; - } - __pyx_L45:; - goto __pyx_L44; - } - __pyx_L44:; - goto __pyx_L42; - } - /*else*/ { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1642 - * reason_for_failure = "Inside edges of following subphrase are not tight" - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< - * met_constraints = 0 - * - */ - if ((__pyx_v_self->tight_phrases != 0)) { - __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1) != 0); - __pyx_t_9 = __pyx_t_7; - } else { - __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); - } - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1643 - * else: - * if self.tight_phrases and f_links_low[f_high-1] == -1: - * met_constraints = 0 # <<<<<<<<<<<<<< - * - * if gap_error == 0: - */ - __pyx_v_met_constraints = 0; - goto __pyx_L46; - } - __pyx_L46:; - } - __pyx_L42:; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1645 - * met_constraints = 0 - * - * if gap_error == 0: # <<<<<<<<<<<<<< - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases - */ - __pyx_t_9 = ((__pyx_v_gap_error == 0) != 0); - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1646 - * - * if gap_error == 0: - * e_word_count = e_high - e_low # <<<<<<<<<<<<<< - * for i from 0 <= i < num_gaps: # check integrity of subphrases - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - */ - __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1647 - * if gap_error == 0: - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], - * f_links_low, f_links_high, e_links_low, e_links_high, - */ - __pyx_t_2 = __pyx_v_num_gaps; - for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1648 - * e_word_count = e_high - e_low - * for i from 0 <= i < num_gaps: # check integrity of subphrases - * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< - * f_links_low, f_links_high, e_links_low, e_links_high, - * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, - */ - __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1648; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1653 - * f_gap_low+gap_start+i, f_gap_high+gap_start+i, - * f_sent_len, e_sent_len, - * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 - */ - __pyx_t_9 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0) != 0); - __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; - if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1655 - * self.train_max_initial_size, self.train_max_initial_size, - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 # <<<<<<<<<<<<<< - * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) - * break - */ - __pyx_v_gap_error = 1; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1656 - * 0, 0, 0, 0, 0, 0, 0) == 0: - * gap_error = 1 - * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) # <<<<<<<<<<<<<< - * break - * - */ - __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_10); - __pyx_t_1 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_3 = PyTuple_New(2); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_3); - PyTuple_SET_ITEM(__pyx_t_3, 0, __pyx_t_10); - __Pyx_GIVEREF(__pyx_t_10); - PyTuple_SET_ITEM(__pyx_t_3, 1, __pyx_t_1); - __Pyx_GIVEREF(__pyx_t_1); - __pyx_t_10 = 0; - __pyx_t_1 = 0; - __pyx_t_1 = PyNumber_Remainder(((PyObject *)__pyx_kp_s_138), ((PyObject *)__pyx_t_3)); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(((PyObject *)__pyx_t_1)); - __Pyx_DECREF(((PyObject *)__pyx_t_3)); __pyx_t_3 = 0; - __Pyx_DECREF(__pyx_v_reason_for_failure); - __pyx_v_reason_for_failure = ((PyObject *)__pyx_t_1); - __pyx_t_1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1657 - * gap_error = 1 - * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) - * break # <<<<<<<<<<<<<< - * - * if gap_error == 0: - */ - goto __pyx_L49_break; 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- if (__pyx_t_9) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1803 - * f_back_high == f_high and - * f_back_low == f_low and - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<< - * f_low >= self.train_min_gap_size and - * f_high <= f_sent_len - self.train_min_gap_size and - */ - __pyx_t_19 = ((((__pyx_v_f_back_high - __pyx_v_f_back_low) + (2 * __pyx_v_self->train_min_gap_size)) <= __pyx_v_self->train_max_initial_size) != 0); - if (__pyx_t_19) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1804 - * f_back_low == f_low and - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<< - * f_high <= f_sent_len - self.train_min_gap_size and - * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): - */ - __pyx_t_20 = ((__pyx_v_f_low >= __pyx_v_self->train_min_gap_size) != 0); - if (__pyx_t_20) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1805 - * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and - * f_low >= self.train_min_gap_size and - * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<< - * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): - * - */ - __pyx_t_21 = ((__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size)) != 0); - if (__pyx_t_21) { - - /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1806 - * f_low >= self.train_min_gap_size and - * f_high <= f_sent_len - self.train_min_gap_size and - * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< - * - * met_constraints = 1 - */ - __pyx_t_22 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); - if (!__pyx_t_22) { - __pyx_t_23 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1) != 0); - if (__pyx_t_23) { - __pyx_t_24 = (((__pyx_v_f_links_low[__pyx_v_f_high]) != -1) != 0); 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Py_XDECREF(tmp); - tmp = ((PyObject*)p->eid2symid); - p->eid2symid = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->fid2symid); - p->fid2symid = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->findexes); - p->findexes = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->findexes1); - p->findexes1 = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); - Py_XDECREF(tmp); - tmp = ((PyObject*)p->online_stats); - p->online_stats = Py_None; Py_INCREF(Py_None); - Py_XDECREF(tmp); - return 0; -} - -static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_HieroCachingRuleFactory[] = { - {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_23HieroCachingRuleFactory_2configure)}, - {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_23HieroCachingRuleFactory_22input)}, - {__Pyx_NAMESTR("add_instance"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_26add_instance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("form_rule"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_28form_rule, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("fmt_rule"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_30fmt_rule, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("online_ctx_lookup"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_32online_ctx_lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("get_f_phrases"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_34get_f_phrases, METH_O, __Pyx_DOCSTR(0)}, - {__Pyx_NAMESTR("drop_ctx"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_36drop_ctx, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, - {0, 0, 0, 0} -}; - -static PyTypeObject __pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("cdec.sa._sa.HieroCachingRuleFactory"), /*tp_name*/ - sizeof(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - __pyx_tp_dealloc_4cdec_2sa_3_sa_HieroCachingRuleFactory, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ - #if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ - #else - 0, /*reserved*/ - #endif - 0, /*tp_repr*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - 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__Pyx_GOTREF(__pyx_k_tuple_32); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_32)); - - /* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":61 - * pairs = line.split() - * for pair in pairs: - * (i, j) = map(int, pair.split('-')) # <<<<<<<<<<<<<< - * self.links.append(self.link(i, j)) - * self.sent_index.append(len(self.links)) - */ - __pyx_k_tuple_34 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_33)); if (unlikely(!__pyx_k_tuple_34)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 61; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_34); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_34)); - - /* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":56 - * - * def read_text(self, char* filename): - * with gzip_or_text(filename) as f: # <<<<<<<<<<<<<< - * for line in f: - * self.sent_index.append(len(self.links)) - */ - __pyx_k_tuple_35 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_35)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 56; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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__Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_40)); - - /* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":96 - * for i in self.sent_index: - * f.write("%d " % i) - * f.write("\n") # <<<<<<<<<<<<<< - * - * def alignment(self, i): - */ - __pyx_k_tuple_41 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_41)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 96; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_41); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_41)); - - /* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":90 - * - * def write_enhanced(self, char* filename): - * with open(filename, "w") as f: # <<<<<<<<<<<<<< - * for link in self.links: - * f.write("%d " % link) - */ - __pyx_k_tuple_42 = PyTuple_Pack(3, Py_None, Py_None, Py_None); if (unlikely(!__pyx_k_tuple_42)) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 90; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_k_tuple_42); - __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_42)); - 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__pyx_vtable_4cdec_2sa_3_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *, int, int *))__pyx_f_4cdec_2sa_3_sa_9Alignment__get_sent_links; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Alignment.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_Alignment = &__pyx_type_4cdec_2sa_3_sa_Alignment; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_19_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_19_input = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_19_input; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Precomputation.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_Precomputation = &__pyx_type_4cdec_2sa_3_sa_Precomputation; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1891; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr; - __pyx_vtabptr_4cdec_2sa_3_sa_FloatList = &__pyx_vtable_4cdec_2sa_3_sa_FloatList; - __pyx_vtable_4cdec_2sa_3_sa_FloatList.set = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, int, float))__pyx_f_4cdec_2sa_3_sa_9FloatList_set; - __pyx_vtable_4cdec_2sa_3_sa_FloatList.write_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, FILE *))__pyx_f_4cdec_2sa_3_sa_9FloatList_write_handle; - __pyx_vtable_4cdec_2sa_3_sa_FloatList.read_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, FILE *))__pyx_f_4cdec_2sa_3_sa_9FloatList_read_handle; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_FloatList.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - 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if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_StringMap = &__pyx_type_4cdec_2sa_3_sa_StringMap; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_16___str__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_16___str__; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_TrieTable = &__pyx_type_4cdec_2sa_3_sa_TrieTable; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2063; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr; - __pyx_vtabptr_4cdec_2sa_3_sa_VEB = &__pyx_vtable_4cdec_2sa_3_sa_VEB; - __pyx_vtable_4cdec_2sa_3_sa_VEB._findsucc = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_VEB *, int))__pyx_f_4cdec_2sa_3_sa_3VEB__findsucc; - __pyx_vtable_4cdec_2sa_3_sa_VEB._insert = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_VEB *, int))__pyx_f_4cdec_2sa_3_sa_3VEB__insert; - __pyx_vtable_4cdec_2sa_3_sa_VEB._first = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_VEB *))__pyx_f_4cdec_2sa_3_sa_3VEB__first; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_VEB.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_VEB = &__pyx_type_4cdec_2sa_3_sa_VEB; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice; - __pyx_vtabptr_4cdec_2sa_3_sa_PhraseLocation = &__pyx_vtable_4cdec_2sa_3_sa_PhraseLocation; - __pyx_vtable_4cdec_2sa_3_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, int))__pyx_f_4cdec_2sa_3_sa_14PhraseLocation_contains; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_PhraseLocation = &__pyx_type_4cdec_2sa_3_sa_PhraseLocation; - __pyx_vtabptr_4cdec_2sa_3_sa_Scorer = &__pyx_vtable_4cdec_2sa_3_sa_Scorer; - __pyx_vtable_4cdec_2sa_3_sa_Scorer.score = (struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Scorer *, PyObject *))__pyx_f_4cdec_2sa_3_sa_6Scorer_score; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Scorer.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_Scorer = &__pyx_type_4cdec_2sa_3_sa_Scorer; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_Sampler = &__pyx_type_4cdec_2sa_3_sa_Sampler; - __pyx_vtabptr_4cdec_2sa_3_sa_Alphabet = &__pyx_vtable_4cdec_2sa_3_sa_Alphabet; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_isvar; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.isword = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_isword; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_getindex; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_setindex; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_clearindex; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.match = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_match; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_tocat; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, char *))__pyx_f_4cdec_2sa_3_sa_8Alphabet_fromcat; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_tostring; - __pyx_vtable_4cdec_2sa_3_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, char *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_fromstring; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Alphabet.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_Alphabet = &__pyx_type_4cdec_2sa_3_sa_Alphabet; - __pyx_vtabptr_4cdec_2sa_3_sa_BiLex = &__pyx_vtable_4cdec_2sa_3_sa_BiLex; - __pyx_vtable_4cdec_2sa_3_sa_BiLex.compute_from_data = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *, struct __pyx_obj_4cdec_2sa_3_sa_DataArray *, struct __pyx_obj_4cdec_2sa_3_sa_Alignment *))__pyx_f_4cdec_2sa_3_sa_5BiLex_compute_from_data; - __pyx_vtable_4cdec_2sa_3_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, struct __pyx_t_4cdec_2sa_3_sa__node *, int *, float, int *))__pyx_f_4cdec_2sa_3_sa_5BiLex__add_node; - __pyx_vtable_4cdec_2sa_3_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, PyObject *, FILE *))__pyx_f_4cdec_2sa_3_sa_5BiLex_write_wordlist; - __pyx_vtable_4cdec_2sa_3_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, PyObject *, PyObject *, FILE *))__pyx_f_4cdec_2sa_3_sa_5BiLex_read_wordlist; - __pyx_vtable_4cdec_2sa_3_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, int, int))__pyx_f_4cdec_2sa_3_sa_5BiLex_swap; - __pyx_vtable_4cdec_2sa_3_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, int, int, PyObject *))__pyx_f_4cdec_2sa_3_sa_5BiLex_qsort; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_BiLex.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_BiLex = &__pyx_type_4cdec_2sa_3_sa_BiLex; - __pyx_vtabptr_4cdec_2sa_3_sa_DataArray = &__pyx_vtable_4cdec_2sa_3_sa_DataArray; - __pyx_vtable_4cdec_2sa_3_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *, FILE *))__pyx_f_4cdec_2sa_3_sa_9DataArray_read_handle; - __pyx_vtable_4cdec_2sa_3_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *, FILE *))__pyx_f_4cdec_2sa_3_sa_9DataArray_write_handle; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_DataArray.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_DataArray = &__pyx_type_4cdec_2sa_3_sa_DataArray; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_BitSetIterator = &__pyx_type_4cdec_2sa_3_sa_BitSetIterator; - __pyx_vtabptr_4cdec_2sa_3_sa_HieroCachingRuleFactory = &__pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.set_idmap = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_DataArray *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_set_idmap; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.baeza_yates_helper = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_baeza_yates_helper; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.compare_matchings_set = (long (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings_set; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.compare_matchings = (long (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.merge_helper = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_merge_helper; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.sort_phrase_loc = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_IntList *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_sort_phrase_loc; - __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.intersect_helper = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_intersect_helper; - 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if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_HieroCachingRuleFactory = &__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_28___str__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_28___str__; - 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__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa_BitSet = &__pyx_type_4cdec_2sa_3_sa_BitSet; - if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence; - /*--- Type import code ---*/ - /*--- Variable import code ---*/ - /*--- Function import code ---*/ - /*--- Execution code ---*/ - - /* "cdec/sa/_sa.pyx":1 - 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- /* "cdec/sa/_sa.pyx":3 - * import logging - * import resource - * import gzip # <<<<<<<<<<<<<< - * - * def monitor_cpu(): - */ - __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "cdec/sa/_sa.pyx":5 - * import gzip - * - * def monitor_cpu(): # <<<<<<<<<<<<<< - * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ - * resource.getrusage(resource.RUSAGE_SELF).ru_stime) - */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_4cdec_2sa_3_sa_1monitor_cpu, NULL, __pyx_n_s_102); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s__monitor_cpu, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "cdec/sa/_sa.pyx":9 - * resource.getrusage(resource.RUSAGE_SELF).ru_stime) - * - * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< - * if filename.endswith('.gz'): - * return gzip.GzipFile(filename) - */ - __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_4cdec_2sa_3_sa_3gzip_or_text, NULL, __pyx_n_s_102); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "cdec/sa/_sa.pyx":15 - * return open(filename) - * - * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< - * - * include "float_list.pxi" - */ - __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_2); - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_162), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_GOTREF(__pyx_t_1); - __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; - if (PyDict_SetItem(__pyx_d, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} - __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; - - /* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":8 - 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- /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":18 - * - * cdef int MIN_BOTTOM_SIZE = 32 - * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< - * cdef int LOWER_MASK[32] - * - */ - __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS = 5; - - /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":28 - * LOWER_MASK[i] = mask - * - * _init_lower_mask() # <<<<<<<<<<<<<< - * - * cdef struct _BitSet: - */ - __pyx_f_4cdec_2sa_3_sa__init_lower_mask(); - - /* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":4 - * from libc.stdlib cimport malloc, realloc, strtol - * - * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< - * cdef int INDEX_MASK = (1<= 3 - "name '%U' is not defined", name); -#else - "name '%s' is not defined", PyString_AS_STRING(name)); -#endif - } - return result; -} - -static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { - PyObject *result; -#if CYTHON_COMPILING_IN_CPYTHON - result = PyDict_GetItem(__pyx_d, name); - if (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, - "%s() keywords must be strings", function_name); - goto bad; -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%s() got an unexpected keyword argument '%s'", - 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, - "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", - func_name, more_or_less, num_expected, - (num_expected == 1) ? "" : "s", num_found); -} - -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 PY_VERSION_HEX < 0x02050000 - if (PyClass_Check(type)) { - #else - if (PyType_Check(type)) { - #endif -#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; - #if PY_VERSION_HEX < 0x02050000 - if (PyInstance_Check(type)) { - type = (PyObject*) ((PyInstanceObject*)type)->in_class; - Py_INCREF(type); - } else { - type = 0; - PyErr_SetString(PyExc_TypeError, - "raise: exception must be an old-style class or instance"); - goto raise_error; - } - #else - 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; - } - #endif - } - __Pyx_ErrRestore(type, value, tb); - return; -raise_error: - Py_XDECREF(value); - Py_XDECREF(type); - Py_XDECREF(tb); - return; -} -#else /* Python 3+ */ -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 *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 = PyEval_CallObject(type, args); - 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) { - 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); - } - } -bad: - Py_XDECREF(owned_instance); - return; -} -#endif - -static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, - CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { - PyObject *old_exc, *old_val, *old_tb; - PyObject *ctx; - __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); - #if PY_MAJOR_VERSION < 3 - ctx = PyString_FromString(name); - #else - ctx = PyUnicode_FromString(name); - #endif - __Pyx_ErrRestore(old_exc, old_val, old_tb); - if (!ctx) { - PyErr_WriteUnraisable(Py_None); - } else { - PyErr_WriteUnraisable(ctx); - Py_DECREF(ctx); - } -} - -static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { - if (unlikely(!type)) { - PyErr_Format(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 CYTHON_INLINE int __Pyx_CheckKeywordStrings( - PyObject *kwdict, - const char* function_name, - int kw_allowed) -{ - PyObject* key = 0; - Py_ssize_t pos = 0; -#if CPYTHON_COMPILING_IN_PYPY - if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) - goto invalid_keyword; - return 1; -#else - while (PyDict_Next(kwdict, &pos, &key, 0)) { - #if PY_MAJOR_VERSION < 3 - if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) - #endif - if (unlikely(!PyUnicode_Check(key))) - goto invalid_keyword_type; - } - if ((!kw_allowed) && unlikely(key)) - goto invalid_keyword; - return 1; -invalid_keyword_type: - PyErr_Format(PyExc_TypeError, - "%s() keywords must be strings", function_name); - return 0; -#endif -invalid_keyword: - PyErr_Format(PyExc_TypeError, - #if PY_MAJOR_VERSION < 3 - "%s() got an unexpected keyword argument '%s'", - function_name, PyString_AsString(key)); - #else - "%s() got an unexpected keyword argument '%U'", - function_name, key); - #endif - return 0; -} - -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 CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { - if (likely(PyList_CheckExact(L))) { - if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; - Py_INCREF(Py_None); - return Py_None; /* this is just to have an accurate signature */ - } else { - return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); - } -} - -static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *local_type, *local_value, *local_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyObject *tmp_type, *tmp_value, *tmp_tb; - PyThreadState *tstate = PyThreadState_GET(); - local_type = tstate->curexc_type; - local_value = tstate->curexc_value; - local_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; -#else - PyErr_Fetch(&local_type, &local_value, &local_tb); -#endif - PyErr_NormalizeException(&local_type, &local_value, &local_tb); -#if CYTHON_COMPILING_IN_CPYTHON - if (unlikely(tstate->curexc_type)) -#else - if (unlikely(PyErr_Occurred())) -#endif - goto bad; - #if PY_MAJOR_VERSION >= 3 - if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) - goto bad; - #endif - Py_INCREF(local_type); - Py_INCREF(local_value); - Py_INCREF(local_tb); - *type = local_type; - *value = local_value; - *tb = local_tb; -#if CYTHON_COMPILING_IN_CPYTHON - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = local_type; - tstate->exc_value = local_value; - tstate->exc_traceback = local_tb; - /* Make sure tstate is in a consistent state when we XDECREF - these objects (DECREF may run arbitrary code). */ - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(local_type, local_value, local_tb); -#endif - return 0; -bad: - *type = 0; - *value = 0; - *tb = 0; - Py_XDECREF(local_type); - Py_XDECREF(local_value); - Py_XDECREF(local_tb); - return -1; -} - -static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { - PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); -} - -static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( - PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, - PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, - int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { -#if CYTHON_COMPILING_IN_CPYTHON - PyMappingMethods* mp; -#if PY_MAJOR_VERSION < 3 - PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence; - if (likely(ms && ms->sq_slice)) { - if (!has_cstart) { - if (_py_start && (*_py_start != Py_None)) { - cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); - if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstart = 0; - } - if (!has_cstop) { - if (_py_stop && (*_py_stop != Py_None)) { - cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); - if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; - } else - cstop = PY_SSIZE_T_MAX; - } - if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) { - Py_ssize_t l = ms->sq_length(obj); - if (likely(l >= 0)) { - if (cstop < 0) { - cstop += l; - if (cstop < 0) cstop = 0; - } - if (cstart < 0) { - cstart += l; - if (cstart < 0) cstart = 0; - } - } else { - if (PyErr_ExceptionMatches(PyExc_OverflowError)) - PyErr_Clear(); - else - goto bad; - } - } - return ms->sq_slice(obj, cstart, cstop); - } -#endif - mp = Py_TYPE(obj)->tp_as_mapping; - if (likely(mp && mp->mp_subscript)) -#endif - { - PyObject* result; - PyObject *py_slice, *py_start, *py_stop; - if (_py_slice) { - py_slice = *_py_slice; - } else { - PyObject* owned_start = NULL; - PyObject* owned_stop = NULL; - if (_py_start) { - py_start = *_py_start; - } else { - if (has_cstart) { - owned_start = py_start = PyInt_FromSsize_t(cstart); - if (unlikely(!py_start)) goto bad; - } else - py_start = Py_None; - } - if (_py_stop) { - py_stop = *_py_stop; - } else { - if (has_cstop) { - owned_stop = py_stop = PyInt_FromSsize_t(cstop); - if (unlikely(!py_stop)) { - Py_XDECREF(owned_start); - goto bad; - } - } else - py_stop = Py_None; - } - py_slice = PySlice_New(py_start, py_stop, Py_None); - Py_XDECREF(owned_start); - Py_XDECREF(owned_stop); - if (unlikely(!py_slice)) goto bad; - } -#if CYTHON_COMPILING_IN_CPYTHON - result = mp->mp_subscript(obj, py_slice); -#else - result = PyObject_GetItem(obj, py_slice); -#endif - if (!_py_slice) { - Py_DECREF(py_slice); - } - return result; - } - PyErr_Format(PyExc_TypeError, - "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); -bad: - return NULL; -} - -static CYTHON_INLINE int __Pyx_div_int(int a, int b) { - int q = a / b; - int r = a - q*b; - q -= ((r != 0) & ((r ^ b) < 0)); - return q; -} - -static CYTHON_INLINE int __Pyx_mod_int(int a, int b) { - int r = a % b; - r += ((r != 0) & ((r ^ b) < 0)) * b; - return r; -} - -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%s to unpack", - index, (index == 1) ? "" : "s"); -} - -static CYTHON_INLINE int __Pyx_IterFinish(void) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - PyObject* exc_type = tstate->curexc_type; - if (unlikely(exc_type)) { - if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { - PyObject *exc_value, *exc_tb; - exc_value = tstate->curexc_value; - exc_tb = tstate->curexc_traceback; - tstate->curexc_type = 0; - tstate->curexc_value = 0; - tstate->curexc_traceback = 0; - Py_DECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_tb); - return 0; - } else { - return -1; - } - } - return 0; -#else - if (unlikely(PyErr_Occurred())) { - if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { - PyErr_Clear(); - return 0; - } else { - return -1; - } - } - return 0; -#endif -} - -static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { - if (unlikely(retval)) { - Py_DECREF(retval); - __Pyx_RaiseTooManyValuesError(expected); - return -1; - } else { - return __Pyx_IterFinish(); - } - return 0; -} - -static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { - int r; - if (!j) return -1; - r = PyObject_SetItem(o, j, v); - Py_DECREF(j); - return r; -} -static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, - int is_list, int wraparound, int boundscheck) { -#if CYTHON_COMPILING_IN_CPYTHON - if (is_list || PyList_CheckExact(o)) { - Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); - if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { - PyObject* old = PyList_GET_ITEM(o, n); - Py_INCREF(v); - PyList_SET_ITEM(o, n, v); - Py_DECREF(old); - return 1; - } - } else { - PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; - if (likely(m && m->sq_ass_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 -1; - } - } - return m->sq_ass_item(o, i, v); - } - } -#else -#if CYTHON_COMPILING_IN_PYPY - if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) { -#else - if (is_list || PySequence_Check(o)) { -#endif - return PySequence_SetItem(o, i, v); - } -#endif - return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); -} - -static double __Pyx__PyObject_AsDouble(PyObject* obj) { - PyObject* float_value; -#if CYTHON_COMPILING_IN_PYPY - float_value = PyNumber_Float(obj); -#else - PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; - if (likely(nb) && likely(nb->nb_float)) { - float_value = nb->nb_float(obj); - if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { - PyErr_Format(PyExc_TypeError, - "__float__ returned non-float (type %.200s)", - Py_TYPE(float_value)->tp_name); - Py_DECREF(float_value); - goto bad; - } - } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { -#if PY_MAJOR_VERSION >= 3 - float_value = PyFloat_FromString(obj); -#else - float_value = PyFloat_FromString(obj, 0); -#endif - } else { - PyObject* args = PyTuple_New(1); - if (unlikely(!args)) goto bad; - PyTuple_SET_ITEM(args, 0, obj); - float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); - PyTuple_SET_ITEM(args, 0, 0); - Py_DECREF(args); - } -#endif - if (likely(float_value)) { - double value = PyFloat_AS_DOUBLE(float_value); - Py_DECREF(float_value); - return value; - } -bad: - return (double)-1; -} - -static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { - PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); -} - -static CYTHON_INLINE long __Pyx_div_long(long a, long b) { - long q = a / b; - long r = a - q*b; - q -= ((r != 0) & ((r ^ b) < 0)); - return q; -} - -static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, - const char *name, int exact) -{ - if (!type) { - PyErr_Format(PyExc_SystemError, "Missing type object"); - return 0; - } - if (none_allowed && obj == Py_None) return 1; - else if (exact) { - if (Py_TYPE(obj) == type) return 1; - } - else { - if (PyObject_TypeCheck(obj, type)) return 1; - } - PyErr_Format(PyExc_TypeError, - "Argument '%s' has incorrect type (expected %s, got %s)", - name, type->tp_name, Py_TYPE(obj)->tp_name); - return 0; -} - -static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { - PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); -} - -static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { - if (t == Py_None) { - __Pyx_RaiseNoneNotIterableError(); - } else if (PyTuple_GET_SIZE(t) < index) { - __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); - } else { - __Pyx_RaiseTooManyValuesError(index); - } -} - -static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, - int is_tuple, int has_known_size, int decref_tuple) { - Py_ssize_t index; - PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; - if (!is_tuple && unlikely(!PyTuple_Check(tuple))) { - iternextfunc iternext; - iter = PyObject_GetIter(tuple); - if (unlikely(!iter)) goto bad; - if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } - iternext = Py_TYPE(iter)->tp_iternext; - value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } - value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } - if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; - Py_DECREF(iter); - } else { - if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) { - __Pyx_UnpackTupleError(tuple, 2); - goto bad; - } -#if CYTHON_COMPILING_IN_PYPY - value1 = PySequence_ITEM(tuple, 0); - if (unlikely(!value1)) goto bad; - value2 = PySequence_ITEM(tuple, 1); - if (unlikely(!value2)) goto bad; -#else - value1 = PyTuple_GET_ITEM(tuple, 0); - value2 = PyTuple_GET_ITEM(tuple, 1); - Py_INCREF(value1); - Py_INCREF(value2); -#endif - if (decref_tuple) { Py_DECREF(tuple); } - } - *pvalue1 = value1; - *pvalue2 = value2; - return 0; -unpacking_failed: - if (!has_known_size && __Pyx_IterFinish() == 0) - __Pyx_RaiseNeedMoreValuesError(index); -bad: - Py_XDECREF(iter); - Py_XDECREF(value1); - Py_XDECREF(value2); - if (decref_tuple) { Py_XDECREF(tuple); } - return -1; -} - -static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, - Py_ssize_t* p_orig_length, int* p_source_is_dict) { - is_dict = is_dict || likely(PyDict_CheckExact(iterable)); - *p_source_is_dict = is_dict; -#if !CYTHON_COMPILING_IN_PYPY - if (is_dict) { - *p_orig_length = PyDict_Size(iterable); - Py_INCREF(iterable); - return iterable; - } -#endif - *p_orig_length = 0; - if (method_name) { - PyObject* iter; - iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); - if (!iterable) - return NULL; -#if !CYTHON_COMPILING_IN_PYPY - if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) - return iterable; -#endif - iter = PyObject_GetIter(iterable); - Py_DECREF(iterable); - return iter; - } - return PyObject_GetIter(iterable); -} -static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos, - PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { - PyObject* next_item; -#if !CYTHON_COMPILING_IN_PYPY - if (source_is_dict) { - PyObject *key, *value; - if (unlikely(orig_length != PyDict_Size(iter_obj))) { - PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); - return -1; - } - if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { - return 0; - } - if (pitem) { - PyObject* tuple = PyTuple_New(2); - if (unlikely(!tuple)) { - return -1; - } - Py_INCREF(key); - Py_INCREF(value); - PyTuple_SET_ITEM(tuple, 0, key); - PyTuple_SET_ITEM(tuple, 1, value); - *pitem = tuple; - } else { - if (pkey) { - Py_INCREF(key); - *pkey = key; - } - if (pvalue) { - Py_INCREF(value); - *pvalue = value; - } - } - return 1; - } else if (PyTuple_CheckExact(iter_obj)) { - Py_ssize_t pos = *ppos; - if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; - *ppos = pos + 1; - next_item = PyTuple_GET_ITEM(iter_obj, pos); - Py_INCREF(next_item); - } else if (PyList_CheckExact(iter_obj)) { - Py_ssize_t pos = *ppos; - if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; - *ppos = pos + 1; - next_item = PyList_GET_ITEM(iter_obj, pos); - Py_INCREF(next_item); - } else -#endif - { - next_item = PyIter_Next(iter_obj); - if (unlikely(!next_item)) { - return __Pyx_IterFinish(); - } - } - if (pitem) { - *pitem = next_item; - } else if (pkey && pvalue) { - if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) - return -1; - } else if (pkey) { - *pkey = next_item; - } else { - *pvalue = next_item; - } - return 1; -} - -static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { - long r = a % b; - r += ((r != 0) & ((r ^ b) < 0)) * b; - return r; -} - -static PyObject * -__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) -{ - if (unlikely(op->func_doc == NULL)) { - if (op->func.m_ml->ml_doc) { -#if PY_MAJOR_VERSION >= 3 - op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); -#else - op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); -#endif - if (unlikely(op->func_doc == NULL)) - return NULL; 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- } else if (!PyDict_Check(value)) { - PyErr_SetString(PyExc_TypeError, - "__annotations__ must be set to a dict object"); - return -1; - } - Py_XINCREF(value); - tmp = op->func_annotations; - op->func_annotations = value; - Py_XDECREF(tmp); - return 0; -} -static PyObject * -__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { - PyObject* result = op->func_annotations; - if (unlikely(!result)) { - result = PyDict_New(); - if (unlikely(!result)) return NULL; - op->func_annotations = result; - } - Py_INCREF(result); - return result; -} -static PyGetSetDef __pyx_CyFunction_getsets[] = { - {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, - {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, - {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, - {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, - {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, - {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, - {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, - {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, - {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, - {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, - {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, - {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, - {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, - {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, - {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, - {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, - {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, - {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, - {0, 0, 0, 0, 0} -}; -#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ -#define PY_WRITE_RESTRICTED WRITE_RESTRICTED -#endif -static PyMemberDef __pyx_CyFunction_members[] = { - {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, - {0, 0, 0, 0, 0} -}; -static PyObject * -__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) -{ -#if PY_MAJOR_VERSION >= 3 - return PyUnicode_FromString(m->func.m_ml->ml_name); -#else - return PyString_FromString(m->func.m_ml->ml_name); -#endif -} -static PyMethodDef __pyx_CyFunction_methods[] = { - {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, - {0, 0, 0, 0} -}; -static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, - PyObject *closure, PyObject *module, PyObject* code) { - __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); - if (op == NULL) - return NULL; - op->flags = flags; - op->func_weakreflist = NULL; 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- break; - case METH_VARARGS | METH_KEYWORDS: - return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); - case METH_NOARGS: - if (likely(kw == NULL) || PyDict_Size(kw) == 0) { - size = PyTuple_GET_SIZE(arg); - if (size == 0) - return (*meth)(self, NULL); - PyErr_Format(PyExc_TypeError, - "%.200s() takes no arguments (%zd given)", - f->m_ml->ml_name, size); - return NULL; - } - break; - case METH_O: - if (likely(kw == NULL) || PyDict_Size(kw) == 0) { - size = PyTuple_GET_SIZE(arg); - if (size == 1) - return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); - PyErr_Format(PyExc_TypeError, - "%.200s() takes exactly one argument (%zd given)", - f->m_ml->ml_name, size); - return NULL; - } - break; - default: - PyErr_SetString(PyExc_SystemError, "Bad call flags in " - "__Pyx_CyFunction_Call. METH_OLDARGS is no " - "longer supported!"); - return NULL; - } - PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", - f->m_ml->ml_name); - return NULL; -} -#else -static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { - return PyCFunction_Call(func, arg, kw); -} -#endif -static PyTypeObject __pyx_CyFunctionType_type = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ - sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ -#if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ -#else - 0, /*reserved*/ -#endif - (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - __Pyx_CyFunction_Call, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ - 0, /*tp_doc*/ - (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ - (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ - 0, /*tp_richcompare*/ - offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ - 0, /*tp_iter*/ - 0, /*tp_iternext*/ - __pyx_CyFunction_methods, /*tp_methods*/ - __pyx_CyFunction_members, /*tp_members*/ - __pyx_CyFunction_getsets, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - __Pyx_CyFunction_descr_get, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - 0, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - 0, /*tp_del*/ -#if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ -#endif -}; -static int __Pyx_CyFunction_init(void) { -#if !CYTHON_COMPILING_IN_PYPY - __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; -#endif - if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) - return -1; - __pyx_CyFunctionType = &__pyx_CyFunctionType_type; - return 0; -} -static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults = PyMem_Malloc(size); - if (!m->defaults) - return PyErr_NoMemory(); - memset(m->defaults, 0, size); - m->defaults_pyobjects = pyobjects; - return m->defaults; -} -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults_tuple = tuple; - Py_INCREF(tuple); -} -static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->defaults_kwdict = dict; - Py_INCREF(dict); -} -static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { - __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; - m->func_annotations = dict; - Py_INCREF(dict); -} - -static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { -#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 - if (likely(PyList_CheckExact(L)) - && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { - Py_SIZE(L) -= 1; - return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); - } -#if PY_VERSION_HEX >= 0x02050000 - else if (Py_TYPE(L) == (&PySet_Type)) { - return PySet_Pop(L); - } -#endif -#endif - return __Pyx_PyObject_CallMethod0(L, __pyx_n_s__pop); -} - -static int __Pyx_SetVtable(PyObject *dict, void *vtable) { -#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - 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 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 CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - *type = tstate->exc_type; - *value = tstate->exc_value; - *tb = tstate->exc_traceback; - Py_XINCREF(*type); - Py_XINCREF(*value); - Py_XINCREF(*tb); -#else - PyErr_GetExcInfo(type, value, tb); -#endif -} -static void __Pyx_ExceptionReset(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->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = type; - tstate->exc_value = value; - tstate->exc_traceback = tb; - Py_XDECREF(tmp_type); - Py_XDECREF(tmp_value); - Py_XDECREF(tmp_tb); -#else - PyErr_SetExcInfo(type, value, tb); -#endif -} - -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_VERSION_HEX >= 0x02050000 - { - #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; /* try absolute import on failure */ - } - #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 - } - } - #else - if (level>0) { - PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); - goto bad; - } - module = PyObject_CallFunctionObjArgs(py_import, - name, global_dict, empty_dict, list, NULL); - #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 unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { - const unsigned char neg_one = (unsigned char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned char" : - "value too large to convert to unsigned char"); - } - return (unsigned char)-1; - } - return (unsigned char)val; - } - return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { - const unsigned short neg_one = (unsigned short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned short" : - "value too large to convert to unsigned short"); - } - return (unsigned short)-1; - } - return (unsigned short)val; - } - return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { - const unsigned int neg_one = (unsigned int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(unsigned int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(unsigned int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to unsigned int" : - "value too large to convert to unsigned int"); - } - return (unsigned int)-1; - } - return (unsigned int)val; - } - return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); -} - -static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { - const char neg_one = (char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to char" : - "value too large to convert to char"); - } - return (char)-1; - } - return (char)val; - } - return (char)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { - const short neg_one = (short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to short" : - "value too large to convert to short"); - } - return (short)-1; - } - return (short)val; - } - return (short)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { - const signed char neg_one = (signed char)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed char) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed char)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed char" : - "value too large to convert to signed char"); - } - return (signed char)-1; - } - return (signed char)val; - } - return (signed char)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { - const signed short neg_one = (signed short)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed short) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed short)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed short" : - "value too large to convert to signed short"); - } - return (signed short)-1; - } - return (signed short)val; - } - return (signed short)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { - const signed int neg_one = (signed int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(signed int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(signed int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to signed int" : - "value too large to convert to signed int"); - } - return (signed int)-1; - } - return (signed int)val; - } - return (signed int)__Pyx_PyInt_AsSignedLong(x); -} - -static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { - const int neg_one = (int)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; - if (sizeof(int) < sizeof(long)) { - long val = __Pyx_PyInt_AsLong(x); - if (unlikely(val != (long)(int)val)) { - if (!unlikely(val == -1 && PyErr_Occurred())) { - PyErr_SetString(PyExc_OverflowError, - (is_unsigned && unlikely(val < 0)) ? - "can't convert negative value to int" : - "value too large to convert to int"); - } - return (int)-1; - } - return (int)val; - } - return (int)__Pyx_PyInt_AsLong(x); -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { - const unsigned long neg_one = (unsigned long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned 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 - if (sizeof(digit) <= sizeof(unsigned long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned long"); - return (unsigned long)-1; - } - return (unsigned long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (unsigned long)PyLong_AsLong(x); - } - } else { - unsigned long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned long)-1; - val = __Pyx_PyInt_AsUnsignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { - const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_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 - if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to unsigned PY_LONG_LONG"); - return (unsigned PY_LONG_LONG)-1; - } - return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - unsigned PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (unsigned PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsUnsignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE long __Pyx_PyInt_AsLong(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))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - 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 - if (sizeof(digit) <= sizeof(long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to long"); - return (long)-1; - } - return (long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (long)PyLong_AsLong(x); - } - } else { - long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (long)-1; - val = __Pyx_PyInt_AsLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { - const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_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 - if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to PY_LONG_LONG"); - return (PY_LONG_LONG)-1; - } - return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { - const signed long neg_one = (signed long)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed 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 - if (sizeof(digit) <= sizeof(signed long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed long"); - return (signed long)-1; - } - return (signed long)PyLong_AsUnsignedLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed long)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (signed long)PyLong_AsLong(x); - } - } else { - signed long val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed long)-1; - val = __Pyx_PyInt_AsSignedLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS -#include "longintrepr.h" -#endif -#endif -static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { - const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; - const int is_unsigned = neg_one > const_zero; -#if PY_MAJOR_VERSION < 3 - if (likely(PyInt_Check(x))) { - long val = PyInt_AS_LONG(x); - if (is_unsigned && unlikely(val < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_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 - if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - if (unlikely(Py_SIZE(x) < 0)) { - PyErr_SetString(PyExc_OverflowError, - "can't convert negative value to signed PY_LONG_LONG"); - return (signed PY_LONG_LONG)-1; - } - return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); - } else { -#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 -#if CYTHON_USE_PYLONG_INTERNALS - if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { - switch (Py_SIZE(x)) { - case 0: return 0; - case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; - } - } -#endif -#endif - return (signed PY_LONG_LONG)PyLong_AsLongLong(x); - } - } else { - signed PY_LONG_LONG val; - PyObject *tmp = __Pyx_PyNumber_Int(x); - if (!tmp) return (signed PY_LONG_LONG)-1; - val = __Pyx_PyInt_AsSignedLongLong(tmp); - Py_DECREF(tmp); - return val; - } -} - -static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { - PyObject *tmp_type, *tmp_value, *tmp_tb; -#if CYTHON_COMPILING_IN_CPYTHON - PyThreadState *tstate = PyThreadState_GET(); - tmp_type = tstate->exc_type; - tmp_value = tstate->exc_value; - tmp_tb = tstate->exc_traceback; - tstate->exc_type = *type; - tstate->exc_value = *value; - tstate->exc_traceback = *tb; -#else - PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); - PyErr_SetExcInfo(*type, *value, *tb); -#endif - *type = tmp_type; - *value = tmp_value; - *tb = tmp_tb; -} - -static PyObject *__Pyx_Generator_Next(PyObject *self); -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); -static PyObject *__Pyx_Generator_Close(PyObject *self); -static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); -static PyTypeObject *__pyx_GeneratorType = 0; -#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) -#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) -#if 1 || PY_VERSION_HEX < 0x030300B0 -static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { - PyObject *et, *ev, *tb; - PyObject *value = NULL; - __Pyx_ErrFetch(&et, &ev, &tb); - if (!et) { - Py_XDECREF(tb); - Py_XDECREF(ev); - Py_INCREF(Py_None); - *pvalue = Py_None; - return 0; - } - if (unlikely(et != PyExc_StopIteration) && - unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - if (likely(et == PyExc_StopIteration)) { - if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { - if (!ev) { - Py_INCREF(Py_None); - ev = Py_None; - } - Py_XDECREF(tb); - Py_DECREF(et); - *pvalue = ev; - return 0; - } - } - PyErr_NormalizeException(&et, &ev, &tb); - if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { - __Pyx_ErrRestore(et, ev, tb); - return -1; - } - Py_XDECREF(tb); - Py_DECREF(et); -#if PY_VERSION_HEX >= 0x030300A0 - value = ((PyStopIterationObject *)ev)->value; - Py_INCREF(value); - Py_DECREF(ev); -#else - { - PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); - Py_DECREF(ev); - if (likely(args)) { - value = PyObject_GetItem(args, 0); - Py_DECREF(args); - } - if (unlikely(!value)) { - __Pyx_ErrRestore(NULL, NULL, NULL); - Py_INCREF(Py_None); - value = Py_None; - } - } -#endif - *pvalue = value; - return 0; -} -#endif -static CYTHON_INLINE -void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { - PyObject *exc_type = self->exc_type; - PyObject *exc_value = self->exc_value; - PyObject *exc_traceback = self->exc_traceback; - self->exc_type = NULL; - self->exc_value = NULL; - self->exc_traceback = NULL; - Py_XDECREF(exc_type); - Py_XDECREF(exc_value); - Py_XDECREF(exc_traceback); -} -static CYTHON_INLINE -int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { - if (unlikely(gen->is_running)) { - PyErr_SetString(PyExc_ValueError, - "generator already executing"); - return 1; - } - return 0; -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { - PyObject *retval; - assert(!self->is_running); - if (unlikely(self->resume_label == 0)) { - if (unlikely(value && value != Py_None)) { - PyErr_SetString(PyExc_TypeError, - "can't send non-None value to a " - "just-started generator"); - return NULL; - } - } - if (unlikely(self->resume_label == -1)) { - PyErr_SetNone(PyExc_StopIteration); - return NULL; - } - if (value) { -#if CYTHON_COMPILING_IN_PYPY -#else - /* Generators always return to their most recent caller, not - * necessarily their creator. */ - if (self->exc_traceback) { - PyThreadState *tstate = PyThreadState_GET(); - PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; - PyFrameObject *f = tb->tb_frame; - Py_XINCREF(tstate->frame); - assert(f->f_back == NULL); - f->f_back = tstate->frame; - } -#endif - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, - &self->exc_traceback); - } else { - __Pyx_Generator_ExceptionClear(self); - } - self->is_running = 1; - retval = self->body((PyObject *) self, value); - self->is_running = 0; - if (retval) { - __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, - &self->exc_traceback); -#if CYTHON_COMPILING_IN_PYPY -#else - /* Don't keep the reference to f_back any longer than necessary. It - * may keep a chain of frames alive or it could create a reference - * cycle. */ - if (self->exc_traceback) { - PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; - PyFrameObject *f = tb->tb_frame; - Py_CLEAR(f->f_back); - } -#endif - } else { - __Pyx_Generator_ExceptionClear(self); - } - return retval; -} -static CYTHON_INLINE -PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { - PyObject *ret; - PyObject *val = NULL; - __Pyx_Generator_Undelegate(gen); - __Pyx_PyGen_FetchStopIterationValue(&val); - ret = __Pyx_Generator_SendEx(gen, val); - Py_XDECREF(val); - return ret; -} -static PyObject *__Pyx_Generator_Next(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - gen->is_running = 1; - ret = Py_TYPE(yf)->tp_iternext(yf); - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Generator_FinishDelegation(gen); - } - return __Pyx_Generator_SendEx(gen, Py_None); -} -static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; - PyObject *yf = gen->yieldfrom; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - gen->is_running = 1; - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Send(yf, value); - } else { - if (value == Py_None) - ret = PyIter_Next(yf); - else - ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); - } - gen->is_running = 0; - if (likely(ret)) { - return ret; - } - return __Pyx_Generator_FinishDelegation(gen); - } - return __Pyx_Generator_SendEx(gen, value); -} -static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { - PyObject *retval = NULL; - int err = 0; - if (__Pyx_Generator_CheckExact(yf)) { - retval = __Pyx_Generator_Close(yf); - if (!retval) - return -1; - } else { - PyObject *meth; - gen->is_running = 1; - meth = PyObject_GetAttr(yf, __pyx_n_s__close); - if (unlikely(!meth)) { - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - PyErr_WriteUnraisable(yf); - } - PyErr_Clear(); - } else { - retval = PyObject_CallFunction(meth, NULL); - Py_DECREF(meth); - if (!retval) - err = -1; - } - gen->is_running = 0; - } - Py_XDECREF(retval); - return err; -} -static PyObject *__Pyx_Generator_Close(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject *retval, *raised_exception; - PyObject *yf = gen->yieldfrom; - int err = 0; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - Py_INCREF(yf); - err = __Pyx_Generator_CloseIter(gen, yf); - __Pyx_Generator_Undelegate(gen); - Py_DECREF(yf); - } - if (err == 0) -#if PY_VERSION_HEX < 0x02050000 - PyErr_SetNone(PyExc_StopIteration); -#else - PyErr_SetNone(PyExc_GeneratorExit); -#endif - retval = __Pyx_Generator_SendEx(gen, NULL); - if (retval) { - Py_DECREF(retval); - PyErr_SetString(PyExc_RuntimeError, - "generator ignored GeneratorExit"); - return NULL; - } - raised_exception = PyErr_Occurred(); - if (!raised_exception - || raised_exception == PyExc_StopIteration -#if PY_VERSION_HEX >= 0x02050000 - || raised_exception == PyExc_GeneratorExit - || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) -#endif - || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) - { - if (raised_exception) PyErr_Clear(); /* ignore these errors */ - Py_INCREF(Py_None); - return Py_None; - } - return NULL; -} -static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject *typ; - PyObject *tb = NULL; - PyObject *val = NULL; - PyObject *yf = gen->yieldfrom; - if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) - return NULL; - if (unlikely(__Pyx_Generator_CheckRunning(gen))) - return NULL; - if (yf) { - PyObject *ret; - Py_INCREF(yf); -#if PY_VERSION_HEX >= 0x02050000 - if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { - int err = __Pyx_Generator_CloseIter(gen, yf); - Py_DECREF(yf); - __Pyx_Generator_Undelegate(gen); - if (err < 0) - return __Pyx_Generator_SendEx(gen, NULL); - goto throw_here; - } -#endif - gen->is_running = 1; - if (__Pyx_Generator_CheckExact(yf)) { - ret = __Pyx_Generator_Throw(yf, args); - } else { - PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); - if (unlikely(!meth)) { - Py_DECREF(yf); - if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { - gen->is_running = 0; - return NULL; - } - PyErr_Clear(); - __Pyx_Generator_Undelegate(gen); - gen->is_running = 0; - goto throw_here; - } - ret = PyObject_CallObject(meth, args); - Py_DECREF(meth); - } - gen->is_running = 0; - Py_DECREF(yf); - if (!ret) { - ret = __Pyx_Generator_FinishDelegation(gen); - } - return ret; - } -throw_here: - __Pyx_Raise(typ, val, tb, NULL); - return __Pyx_Generator_SendEx(gen, NULL); -} -static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_VISIT(gen->closure); - Py_VISIT(gen->classobj); - Py_VISIT(gen->yieldfrom); - Py_VISIT(gen->exc_type); - Py_VISIT(gen->exc_value); - Py_VISIT(gen->exc_traceback); - return 0; -} -static int __Pyx_Generator_clear(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - Py_CLEAR(gen->closure); - Py_CLEAR(gen->classobj); - Py_CLEAR(gen->yieldfrom); - Py_CLEAR(gen->exc_type); - Py_CLEAR(gen->exc_value); - Py_CLEAR(gen->exc_traceback); - return 0; -} -static void __Pyx_Generator_dealloc(PyObject *self) { - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - PyObject_GC_UnTrack(gen); - if (gen->gi_weakreflist != NULL) - PyObject_ClearWeakRefs(self); - PyObject_GC_Track(self); - if (gen->resume_label > 0) { - Py_TYPE(gen)->tp_del(self); - if (self->ob_refcnt > 0) - return; /* resurrected. :( */ - } - PyObject_GC_UnTrack(self); - __Pyx_Generator_clear(self); - PyObject_GC_Del(gen); -} -static void __Pyx_Generator_del(PyObject *self) { - PyObject *res; - PyObject *error_type, *error_value, *error_traceback; - __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; - if (gen->resume_label <= 0) - return ; - assert(self->ob_refcnt == 0); - self->ob_refcnt = 1; - __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); - res = __Pyx_Generator_Close(self); - if (res == NULL) - PyErr_WriteUnraisable(self); - else - Py_DECREF(res); - __Pyx_ErrRestore(error_type, error_value, error_traceback); - /* Undo the temporary resurrection; can't use DECREF here, it would - * cause a recursive call. - */ - assert(self->ob_refcnt > 0); - if (--self->ob_refcnt == 0) - return; /* this is the normal path out */ - /* close() resurrected it! Make it look like the original Py_DECREF - * never happened. - */ - { - Py_ssize_t refcnt = self->ob_refcnt; - _Py_NewReference(self); - self->ob_refcnt = refcnt; - } -#if CYTHON_COMPILING_IN_CPYTHON - assert(PyType_IS_GC(self->ob_type) && - _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); - /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so - * we need to undo that. */ - _Py_DEC_REFTOTAL; -#endif - /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object - * chain, so no more to do there. - * If COUNT_ALLOCS, the original decref bumped tp_frees, and - * _Py_NewReference bumped tp_allocs: both of those need to be - * undone. - */ -#ifdef COUNT_ALLOCS - --Py_TYPE(self)->tp_frees; - --Py_TYPE(self)->tp_allocs; -#endif -} -static PyMemberDef __pyx_Generator_memberlist[] = { - {(char *) "gi_running", -#if PY_VERSION_HEX >= 0x02060000 - T_BOOL, -#else - T_BYTE, -#endif - offsetof(__pyx_GeneratorObject, is_running), - READONLY, - NULL}, - {0, 0, 0, 0, 0} -}; -static PyMethodDef __pyx_Generator_methods[] = { - {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, - {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, - {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, - {0, 0, 0, 0} -}; -static PyTypeObject __pyx_GeneratorType_type = { - PyVarObject_HEAD_INIT(0, 0) - __Pyx_NAMESTR("generator"), /*tp_name*/ - sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ - 0, /*tp_itemsize*/ - (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/ - 0, /*tp_print*/ - 0, /*tp_getattr*/ - 0, /*tp_setattr*/ -#if PY_MAJOR_VERSION < 3 - 0, /*tp_compare*/ -#else - 0, /*reserved*/ -#endif - 0, /*tp_repr*/ - 0, /*tp_as_number*/ - 0, /*tp_as_sequence*/ - 0, /*tp_as_mapping*/ - 0, /*tp_hash*/ - 0, /*tp_call*/ - 0, /*tp_str*/ - 0, /*tp_getattro*/ - 0, /*tp_setattro*/ - 0, /*tp_as_buffer*/ - Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ - 0, /*tp_doc*/ - (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ - 0, /*tp_clear*/ - 0, /*tp_richcompare*/ - offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ - 0, /*tp_iter*/ - (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ - __pyx_Generator_methods, /*tp_methods*/ - __pyx_Generator_memberlist, /*tp_members*/ - 0, /*tp_getset*/ - 0, /*tp_base*/ - 0, /*tp_dict*/ - 0, /*tp_descr_get*/ - 0, /*tp_descr_set*/ - 0, /*tp_dictoffset*/ - 0, /*tp_init*/ - 0, /*tp_alloc*/ - 0, /*tp_new*/ - 0, /*tp_free*/ - 0, /*tp_is_gc*/ - 0, /*tp_bases*/ - 0, /*tp_mro*/ - 0, /*tp_cache*/ - 0, /*tp_subclasses*/ - 0, /*tp_weaklist*/ - __Pyx_Generator_del, /*tp_del*/ -#if PY_VERSION_HEX >= 0x02060000 - 0, /*tp_version_tag*/ -#endif -}; -static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, - PyObject *closure) { - __pyx_GeneratorObject *gen = - PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); - if (gen == NULL) - return NULL; - gen->body = body; - gen->closure = closure; - Py_XINCREF(closure); - gen->is_running = 0; - gen->resume_label = 0; - gen->classobj = NULL; - gen->yieldfrom = NULL; - gen->exc_type = NULL; - gen->exc_value = NULL; - gen->exc_traceback = NULL; - gen->gi_weakreflist = NULL; - PyObject_GC_Track(gen); - return gen; -} -static int __pyx_Generator_init(void) { - __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; - __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; - if (PyType_Ready(&__pyx_GeneratorType_type)) { - return -1; - } - __pyx_GeneratorType = &__pyx_GeneratorType_type; - return 0; -} - -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); - #if PY_VERSION_HEX < 0x02050000 - return PyErr_Warn(NULL, message); - #else - return PyErr_WarnEx(NULL, message, 1); - #endif - } - 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 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) - 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; -} - -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, 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, /*int argcount,*/ - 0, /*int kwonlyargcount,*/ - 0, /*int nlocals,*/ - 0, /*int stacksize,*/ - 0, /*int flags,*/ - __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, /*int firstlineno,*/ - __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; - PyObject *py_globals = 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_globals = PyModule_GetDict(__pyx_m); - if (!py_globals) goto bad; - py_frame = PyFrame_New( - PyThreadState_GET(), /*PyThreadState *tstate,*/ - py_code, /*PyCodeObject *code,*/ - py_globals, /*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 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 /* Python 3+ has unicode identifiers */ - 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(char* c_str) { - return __Pyx_PyUnicode_FromStringAndSize(c_str, 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 /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ - *length = PyBytes_GET_SIZE(defenc); - return defenc_c; -#else /* PY_VERSION_HEX < 0x03030000 */ - if (PyUnicode_READY(o) == -1) return NULL; -#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII - if (PyUnicode_IS_ASCII(o)) { - *length = PyUnicode_GET_DATA_SIZE(o); - return PyUnicode_AsUTF8(o); - } else { - PyUnicode_AsASCIIString(o); - return NULL; - } -#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ - return PyUnicode_AsUTF8AndSize(o, length); -#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ -#endif /* PY_VERSION_HEX < 0x03030000 */ - } else -#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ - { - char* result; - int r = PyBytes_AsStringAndSize(o, &result, length); - if (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, - "__%s__ returned non-%s (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 = 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) { -#if PY_VERSION_HEX < 0x02050000 - if (ival <= LONG_MAX) - return PyInt_FromLong((long)ival); - else { - unsigned char *bytes = (unsigned char *) &ival; - int one = 1; int little = (int)*(unsigned char*)&one; - return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); - } -#else - return PyInt_FromSize_t(ival); -#endif -} -static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { - unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); - if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { - if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) - PyErr_SetString(PyExc_OverflowError, - "value too large to convert to size_t"); - return (size_t)-1; - } - return (size_t)val; -} - - -#endif /* Py_PYTHON_H */ diff --git a/python/cdec/sa/_sa.cpp b/python/cdec/sa/_sa.cpp new file mode 100644 index 00000000..a9f7855e --- /dev/null +++ b/python/cdec/sa/_sa.cpp @@ -0,0 +1,80647 @@ +/* Generated by Cython 0.19.1 on Tue Sep 24 13:39:51 2013 */ + +#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 < 0x02040000 + #error Cython requires Python 2.4+. +#else +#include /* For offsetof */ +#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 PY_VERSION_HEX < 0x02050000 + typedef int Py_ssize_t; + #define PY_SSIZE_T_MAX INT_MAX + #define PY_SSIZE_T_MIN INT_MIN + #define PY_FORMAT_SIZE_T "" + #define CYTHON_FORMAT_SSIZE_T "" + #define PyInt_FromSsize_t(z) PyInt_FromLong(z) + #define PyInt_AsSsize_t(o) __Pyx_PyInt_AsInt(o) + #define PyNumber_Index(o) ((PyNumber_Check(o) && !PyFloat_Check(o)) ? PyNumber_Int(o) : \ + (PyErr_Format(PyExc_TypeError, \ + "expected index value, got %.200s", Py_TYPE(o)->tp_name), \ + (PyObject*)0)) + #define __Pyx_PyIndex_Check(o) (PyNumber_Check(o) && !PyFloat_Check(o) && \ + !PyComplex_Check(o)) + #define PyIndex_Check __Pyx_PyIndex_Check + #define PyErr_WarnEx(category, message, stacklevel) PyErr_Warn(category, message) + #define __PYX_BUILD_PY_SSIZE_T "i" +#else + #define __PYX_BUILD_PY_SSIZE_T "n" + #define CYTHON_FORMAT_SSIZE_T "z" + #define __Pyx_PyIndex_Check PyIndex_Check +#endif +#if PY_VERSION_HEX < 0x02060000 + #define Py_REFCNT(ob) (((PyObject*)(ob))->ob_refcnt) + #define Py_TYPE(ob) (((PyObject*)(ob))->ob_type) + #define Py_SIZE(ob) (((PyVarObject*)(ob))->ob_size) + #define PyVarObject_HEAD_INIT(type, size) \ + PyObject_HEAD_INIT(type) size, + #define PyType_Modified(t) + typedef struct { + void *buf; + PyObject *obj; + Py_ssize_t len; + Py_ssize_t itemsize; + int readonly; + int ndim; + char *format; + Py_ssize_t *shape; + Py_ssize_t *strides; + Py_ssize_t *suboffsets; + void *internal; + } Py_buffer; + #define PyBUF_SIMPLE 0 + #define PyBUF_WRITABLE 0x0001 + #define PyBUF_FORMAT 0x0004 + #define PyBUF_ND 0x0008 + #define PyBUF_STRIDES (0x0010 | PyBUF_ND) + #define PyBUF_C_CONTIGUOUS (0x0020 | PyBUF_STRIDES) + #define PyBUF_F_CONTIGUOUS (0x0040 | PyBUF_STRIDES) + #define PyBUF_ANY_CONTIGUOUS (0x0080 | PyBUF_STRIDES) + #define PyBUF_INDIRECT (0x0100 | PyBUF_STRIDES) + #define PyBUF_RECORDS (PyBUF_STRIDES | PyBUF_FORMAT | PyBUF_WRITABLE) + #define PyBUF_FULL (PyBUF_INDIRECT | PyBUF_FORMAT | PyBUF_WRITABLE) + typedef int (*getbufferproc)(PyObject *, Py_buffer *, int); + typedef void (*releasebufferproc)(PyObject *, Py_buffer *); +#endif +#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, l, s, f, code, c, n, v, fv, cell, fn, name, fline, lnos) +#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) +#endif +#if PY_MAJOR_VERSION < 3 && PY_MINOR_VERSION < 6 + #define PyUnicode_FromString(s) PyUnicode_Decode(s, strlen(s), "UTF-8", "strict") +#endif +#if PY_MAJOR_VERSION >= 3 + #define Py_TPFLAGS_CHECKTYPES 0 + #define Py_TPFLAGS_HAVE_INDEX 0 +#endif +#if (PY_VERSION_HEX < 0x02060000) || (PY_MAJOR_VERSION >= 3) + #define Py_TPFLAGS_HAVE_NEWBUFFER 0 +#endif +#if PY_VERSION_HEX < 0x02060000 + #define Py_TPFLAGS_HAVE_VERSION_TAG 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_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_READ(k, d, i) ((k=k), (Py_UCS4)(((Py_UNICODE*)d)[i])) +#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_VERSION_HEX < 0x02060000 + #define PyBytesObject PyStringObject + #define PyBytes_Type PyString_Type + #define PyBytes_Check PyString_Check + #define PyBytes_CheckExact PyString_CheckExact + #define PyBytes_FromString PyString_FromString + #define PyBytes_FromStringAndSize PyString_FromStringAndSize + #define PyBytes_FromFormat PyString_FromFormat + #define PyBytes_DecodeEscape PyString_DecodeEscape + #define PyBytes_AsString PyString_AsString + #define PyBytes_AsStringAndSize PyString_AsStringAndSize + #define PyBytes_Size PyString_Size + #define PyBytes_AS_STRING PyString_AS_STRING + #define PyBytes_GET_SIZE PyString_GET_SIZE + #define PyBytes_Repr PyString_Repr + #define PyBytes_Concat PyString_Concat + #define PyBytes_ConcatAndDel PyString_ConcatAndDel +#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_CheckExact(obj) || PyUnicode_CheckExact(obj) || \ + PyString_Check(obj) || PyUnicode_Check(obj)) + #define __Pyx_PyBaseString_CheckExact(obj) (Py_TYPE(obj) == &PyBaseString_Type) +#endif +#if PY_VERSION_HEX < 0x02060000 + #define PySet_Check(obj) PyObject_TypeCheck(obj, &PySet_Type) + #define PyFrozenSet_Check(obj) PyObject_TypeCheck(obj, &PyFrozenSet_Type) +#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 +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyBoolObject PyLongObject +#endif +#if PY_VERSION_HEX < 0x03020000 + 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) || (PY_VERSION_HEX >= 0x03010300) + #define __Pyx_PySequence_GetSlice(obj, a, b) PySequence_GetSlice(obj, a, b) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) PySequence_SetSlice(obj, a, b, value) + #define __Pyx_PySequence_DelSlice(obj, a, b) PySequence_DelSlice(obj, a, b) +#else + #define __Pyx_PySequence_GetSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), (PyObject*)0) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_GetSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object is unsliceable", (obj)->ob_type->tp_name), (PyObject*)0))) + #define __Pyx_PySequence_SetSlice(obj, a, b, value) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_SetSlice(obj, a, b, value)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice assignment", (obj)->ob_type->tp_name), -1))) + #define __Pyx_PySequence_DelSlice(obj, a, b) (unlikely(!(obj)) ? \ + (PyErr_SetString(PyExc_SystemError, "null argument to internal routine"), -1) : \ + (likely((obj)->ob_type->tp_as_mapping) ? (PySequence_DelSlice(obj, a, b)) : \ + (PyErr_Format(PyExc_TypeError, "'%.200s' object doesn't support slice deletion", (obj)->ob_type->tp_name), -1))) +#endif +#if PY_MAJOR_VERSION >= 3 + #define PyMethod_New(func, self, klass) ((self) ? PyMethod_New(func, self) : PyInstanceMethod_New(func)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),((char *)(n))) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),((char *)(n)),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),((char *)(n))) +#else + #define __Pyx_GetAttrString(o,n) PyObject_GetAttrString((o),(n)) + #define __Pyx_SetAttrString(o,n,a) PyObject_SetAttrString((o),(n),(a)) + #define __Pyx_DelAttrString(o,n) PyObject_DelAttrString((o),(n)) +#endif +#if PY_VERSION_HEX < 0x02050000 + #define __Pyx_NAMESTR(n) ((char *)(n)) + #define __Pyx_DOCSTR(n) ((char *)(n)) +#else + #define __Pyx_NAMESTR(n) (n) + #define __Pyx_DOCSTR(n) (n) +#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) + #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 + + +#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__cdec__sa___sa +#define __PYX_HAVE_API__cdec__sa___sa +#include "string.h" +#include "stdio.h" +#include "stdlib.h" +#include "strmap.h" +#include "math.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; /*proto*/ + +#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 +static CYTHON_INLINE char* __Pyx_PyObject_AsString(PyObject*); +static CYTHON_INLINE char* __Pyx_PyObject_AsStringAndSize(PyObject*, Py_ssize_t* length); +#define __Pyx_PyBytes_FromString PyBytes_FromString +#define __Pyx_PyBytes_FromStringAndSize PyBytes_FromStringAndSize +static CYTHON_INLINE PyObject* __Pyx_PyUnicode_FromString(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_AsUString(s) ((unsigned char*) __Pyx_PyObject_AsString(s)) +#define __Pyx_PyObject_FromUString(s) __Pyx_PyObject_FromString((char*)s) +#define __Pyx_PyBytes_FromUString(s) __Pyx_PyBytes_FromString((char*)s) +#define __Pyx_PyStr_FromUString(s) __Pyx_PyStr_FromString((char*)s) +#define __Pyx_PyUnicode_FromUString(s) __Pyx_PyUnicode_FromString((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 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); +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject*); +#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() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + PyObject* ascii_chars_u = NULL; + PyObject* ascii_chars_b = NULL; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + if (strcmp(PyBytes_AsString(default_encoding), "ascii") == 0) { + __Pyx_sys_getdefaultencoding_not_ascii = 0; + } else { + const char* default_encoding_c = PyBytes_AS_STRING(default_encoding); + 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 == NULL) goto bad; + ascii_chars_b = PyUnicode_AsEncodedString(ascii_chars_u, default_encoding_c, NULL); + if (ascii_chars_b == NULL || strncmp(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 '%s' is not a superset of ascii.", + default_encoding_c); + goto bad; + } + } + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + Py_XDECREF(ascii_chars_u); + Py_XDECREF(ascii_chars_b); + return 0; +bad: + Py_XDECREF(sys); + 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() { + PyObject* sys = NULL; + PyObject* default_encoding = NULL; + char* default_encoding_c; + sys = PyImport_ImportModule("sys"); + if (sys == NULL) goto bad; + default_encoding = PyObject_CallMethod(sys, (char*) (const char*) "getdefaultencoding", NULL); + if (default_encoding == NULL) goto bad; + default_encoding_c = PyBytes_AS_STRING(default_encoding); + __PYX_DEFAULT_STRING_ENCODING = (char*) malloc(strlen(default_encoding_c)); + strcpy(__PYX_DEFAULT_STRING_ENCODING, default_encoding_c); + Py_DECREF(sys); + Py_DECREF(default_encoding); + return 0; +bad: + Py_XDECREF(sys); + Py_XDECREF(default_encoding); + return -1; +} +#endif +#endif + + +#ifdef __GNUC__ + /* Test for GCC > 2.95 */ + #if __GNUC__ > 2 || (__GNUC__ == 2 && (__GNUC_MINOR__ > 95)) + #define likely(x) __builtin_expect(!!(x), 1) + #define unlikely(x) __builtin_expect(!!(x), 0) + #else /* __GNUC__ > 2 ... */ + #define likely(x) (x) + #define unlikely(x) (x) + #endif /* __GNUC__ > 2 ... */ +#else /* __GNUC__ */ + #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; + + +static const char *__pyx_f[] = { + "_sa.pyx", + "float_list.pxi", + "int_list.pxi", + "data_array.pxi", + "alignment.pxi", + "bilex.pxi", + "veb.pxi", + "rule.pxi", + "rulefactory.pxi", + "lcp.pxi", + "sym.pxi", + "precomputation.pxi", + "suffix_array.pxi", + "features.pxi", + "str_map.pxi", +}; + +/*--- Type declarations ---*/ +struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector; +struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule; +struct __pyx_obj_4cdec_2sa_3_sa_LCP; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats; +struct __pyx_obj_4cdec_2sa_3_sa_IntList; +struct __pyx_obj_4cdec_2sa_3_sa_Phrase; +struct __pyx_obj_4cdec_2sa_3_sa_TrieNode; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases; +struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode; +struct __pyx_obj_4cdec_2sa_3_sa_Alignment; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_Rule; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_Precomputation; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance; +struct __pyx_obj_4cdec_2sa_3_sa_TrieMap; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments; +struct __pyx_obj_4cdec_2sa_3_sa_VEBIterator; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_FloatList; +struct __pyx_obj_4cdec_2sa_3_sa_StringMap; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__; +struct __pyx_obj_4cdec_2sa_3_sa_TrieTable; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_VEB; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice; +struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation; +struct __pyx_obj_4cdec_2sa_3_sa_Scorer; +struct __pyx_obj_4cdec_2sa_3_sa_Sampler; +struct __pyx_obj_4cdec_2sa_3_sa_Alphabet; +struct __pyx_obj_4cdec_2sa_3_sa_BiLex; +struct __pyx_obj_4cdec_2sa_3_sa_DataArray; +struct __pyx_obj_4cdec_2sa_3_sa_BitSetIterator; +struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr; +struct __pyx_obj_4cdec_2sa_3_sa_BitSet; +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence; +struct __pyx_t_4cdec_2sa_3_sa__node; +struct __pyx_t_4cdec_2sa_3_sa__BitSet; +struct __pyx_t_4cdec_2sa_3_sa__VEB; +struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge; +struct __pyx_t_4cdec_2sa_3_sa__Trie_Node; +struct __pyx_t_4cdec_2sa_3_sa_match_node; +struct __pyx_t_4cdec_2sa_3_sa_Matching; + +/* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":9 + * from libc.string cimport memset, strcpy + * + * cdef struct _node: # <<<<<<<<<<<<<< + * _node* smaller + * _node* bigger + */ +struct __pyx_t_4cdec_2sa_3_sa__node { + struct __pyx_t_4cdec_2sa_3_sa__node *smaller; + struct __pyx_t_4cdec_2sa_3_sa__node *bigger; + int key; + int val; +}; + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":30 + * _init_lower_mask() + * + * cdef struct _BitSet: # <<<<<<<<<<<<<< + * long bitset + * int min_val + */ +struct __pyx_t_4cdec_2sa_3_sa__BitSet { + long bitset; + int min_val; + int max_val; + int size; +}; + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":168 + * return result + * + * cdef struct _VEB: # <<<<<<<<<<<<<< + * int top_universe_size + * int num_bottom_bits + */ +struct __pyx_t_4cdec_2sa_3_sa__VEB { + int top_universe_size; + int num_bottom_bits; + int max_val; + int min_val; + int size; + void *top; + void **bottom; +}; + +/* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":10 + * cdef struct _Trie_Node # forward decl + * + * cdef struct _Trie_Edge: # <<<<<<<<<<<<<< + * int val + * _Trie_Node* node + */ +struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge { + int val; + struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *node; + struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *bigger; + struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *smaller; +}; + +/* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":8 + * from libc.string cimport memset, memcpy + * + * cdef struct _Trie_Node # forward decl # <<<<<<<<<<<<<< + * + * cdef struct _Trie_Edge: + */ +struct __pyx_t_4cdec_2sa_3_sa__Trie_Node { + struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *root; + int *arr; + int arr_len; +}; + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":101 + * + * # linked list structure for storing matches in BaselineRuleFactory + * cdef struct match_node: # <<<<<<<<<<<<<< + * int* match + * match_node* next + */ +struct __pyx_t_4cdec_2sa_3_sa_match_node { + int *match; + struct __pyx_t_4cdec_2sa_3_sa_match_node *next; +}; + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":197 + * + * # struct used to encapsulate a single matching + * cdef struct Matching: # <<<<<<<<<<<<<< + * int* arr + * int start + */ +struct __pyx_t_4cdec_2sa_3_sa_Matching { + int *arr; + int start; + int end; + int sent_id; + int size; +}; + +/* "cdec/sa/_sa.pxd":25 + * cdef void read_handle(self, FILE* f) + * + * cdef class FeatureVector: # <<<<<<<<<<<<<< + * cdef IntList names + * cdef FloatList values + */ +struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa_IntList *names; + struct __pyx_obj_4cdec_2sa_3_sa_FloatList *values; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/suffix_array.pxi":6 + * from libc.stdio cimport FILE, fclose, fopen + * + * cdef class SuffixArray: # <<<<<<<<<<<<<< + * cdef DataArray darray + * cdef IntList sa + */ +struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_SuffixArray *__pyx_vtab; + struct __pyx_obj_4cdec_2sa_3_sa_DataArray *darray; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *sa; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *ha; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":110 + * return sym_isvar(sym) + * + * def make_lattice(words): # <<<<<<<<<<<<<< + * word_ids = (sym_fromstring(word, True) for word in words) + * return tuple(((word, None, 1), ) for word in word_ids) + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice { + PyObject_HEAD + PyObject *__pyx_v_word_ids; + PyObject *__pyx_v_words; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2128 + * + * # Rule string from rule + * def fmt_rule(self, f, e, a): # <<<<<<<<<<<<<< + * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) + * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str) + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule { + PyObject_HEAD + PyObject *__pyx_v_a; + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/lcp.pxi":5 + * as k most frequent n-grams""" + * + * cdef class LCP: # <<<<<<<<<<<<<< + * cdef SuffixArray sa + * cdef IntList lcp + */ +struct __pyx_obj_4cdec_2sa_3_sa_LCP { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *sa; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *lcp; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rule.pxi":186 + * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] + * if self.word_alignments is not None: + * fields.append(' '.join('%d-%d' % a for a in self.alignments())) # <<<<<<<<<<<<<< + * return ' ||| '.join(fields) + * + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *__pyx_outer_scope; + PyObject *__pyx_v_a; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":39 + * ]) + * + * cdef class OnlineStats: # <<<<<<<<<<<<<< + * cdef public samples_f + * cdef public phrases_f + */ +struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats { + PyObject_HEAD + PyObject *samples_f; + PyObject *phrases_f; + PyObject *phrases_e; + PyObject *phrases_fe; + PyObject *phrases_al; + PyObject *bilex_f; + PyObject *bilex_e; + PyObject *bilex_fe; +}; + + +/* "cdec/sa/_sa.pxd":12 + * cdef void read_handle(self, FILE* f) + * + * cdef class IntList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ +struct __pyx_obj_4cdec_2sa_3_sa_IntList { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList *__pyx_vtab; + int size; + int increment; + int len; + int *arr; +}; + + +/* "cdec/sa/_sa.pxd":29 + * cdef FloatList values + * + * cdef class Phrase: # <<<<<<<<<<<<<< + * cdef int *syms + * cdef int n, *varpos, n_vars + */ +struct __pyx_obj_4cdec_2sa_3_sa_Phrase { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase *__pyx_vtab; + int *syms; + int n; + int *varpos; + int n_vars; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":71 + * cdef int EPSILON = sym_fromstring('*EPS*', True) + * + * cdef class TrieNode: # <<<<<<<<<<<<<< + * cdef public children + * + */ +struct __pyx_obj_4cdec_2sa_3_sa_TrieNode { + PyObject_HEAD + PyObject *children; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/data_array.pxi":74 + * def read_bitext(self, char* filename, int side): + * with gzip_or_text(filename) as fp: + * data = (line.split(' ||| ')[side] for line in fp) # <<<<<<<<<<<<<< + * self.read_text_data(data) + * + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *__pyx_outer_scope; + PyObject *__pyx_v_line; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/data_array.pxi":72 + * self.read_text_data(fp) + * + * def read_bitext(self, char* filename, int side): # <<<<<<<<<<<<<< + * with gzip_or_text(filename) as fp: + * data = (line.split(' ||| ')[side] for line in fp) + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext { + PyObject_HEAD + PyObject *__pyx_v_fp; + int __pyx_v_side; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/features.pxi":21 + * + * def __str__(self): + * return ' '.join('%s=%s' % feat for feat in self) # <<<<<<<<<<<<<< + * + * cdef class Scorer: + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *__pyx_outer_scope; + PyObject *__pyx_v_feat; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2147 + * # (Used for EGivenFCoherent) + * # Return set of (fphrase, lex_i, lex_j) + * def get_f_phrases(self, f_words): # <<<<<<<<<<<<<< + * + * f_len = len(f_words) + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases { + PyObject_HEAD + PyObject *__pyx_v_extract; + PyObject *__pyx_v_f_len; + PyObject *__pyx_v_f_words; + PyObject *__pyx_v_phrases; + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":77 + * self.children = {} + * + * cdef class ExtendedTrieNode(TrieNode): # <<<<<<<<<<<<<< + * cdef public phrase + * cdef public phrase_location + */ +struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode { + struct __pyx_obj_4cdec_2sa_3_sa_TrieNode __pyx_base; + PyObject *phrase; + PyObject *phrase_location; + PyObject *suffix_link; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":10 + * cdef int ALIGNMENT_CODE = 1 << 16 + * + * cdef class Alignment: # <<<<<<<<<<<<<< + * cdef IntList links + * cdef IntList sent_index + */ +struct __pyx_obj_4cdec_2sa_3_sa_Alignment { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_Alignment *__pyx_vtab; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *links; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *sent_index; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":978 + * return sorted(result); + * + * def input(self, fwords, meta, ctx_name=None): # <<<<<<<<<<<<<< + * '''When this function is called on the RuleFactory, + * it looks up all of the rules that can be used to translate + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input { + PyObject_HEAD + PyObject *__pyx_v_alignment; + PyObject *__pyx_v_als; + PyObject *__pyx_v_alslist; + int __pyx_v_alt; + int __pyx_v_alt_id; + int __pyx_v_arity; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_chunklen; + PyObject *__pyx_v_count; + PyObject *__pyx_v_ctx_name; + PyObject *__pyx_v_e; + PyObject *__pyx_v_elist; + PyObject *__pyx_v_extract; + PyObject *__pyx_v_extract_start; + PyObject *__pyx_v_extract_stop; + PyObject *__pyx_v_extracts; + PyObject *__pyx_v_f; + PyObject *__pyx_v_f_syms; + PyObject *__pyx_v_fcount; + int __pyx_v_flen; + PyObject *__pyx_v_fphrases; + PyObject *__pyx_v_frontier; + PyObject *__pyx_v_frontier_nodes; + PyObject *__pyx_v_fwords; + PyObject *__pyx_v_genexpr; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_hiero_phrase; + long __pyx_v_hit; + int __pyx_v_i; + PyObject *__pyx_v_input_match; + PyObject *__pyx_v_intersect_start_time; + PyObject *__pyx_v_intersect_stop_time; + PyObject *__pyx_v_is_shadow_path; + int __pyx_v_j; + int __pyx_v_k; + PyObject *__pyx_v_key; + PyObject *__pyx_v_lex_i; + PyObject *__pyx_v_lex_j; + PyObject *__pyx_v_loc; + PyObject *__pyx_v_locs; + int __pyx_v_lookup_required; + struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_matching; + PyObject *__pyx_v_max_locs; + PyObject *__pyx_v_meta; + PyObject *__pyx_v_new_frontier; + PyObject *__pyx_v_new_node; + PyObject *__pyx_v_next_states; + PyObject *__pyx_v_node; + PyObject *__pyx_v_nodes_isteps_away_buffer; + int __pyx_v_nualt; + int __pyx_v_num_samples; + int __pyx_v_num_subpatterns; + PyObject *__pyx_v_pathlen; + PyObject *__pyx_v_phrase; + struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *__pyx_v_phrase_location; + PyObject *__pyx_v_prefix; + PyObject *__pyx_v_reachable_buffer; + PyObject *__pyx_v_sa_range; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_sample; + struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_scores; + PyObject *__pyx_v_seen_phrases; + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; + PyObject *__pyx_v_spanlen; + float __pyx_v_start_time; + PyObject *__pyx_v_stats; + PyObject *__pyx_v_stop_time; + PyObject *__pyx_v_suffix_link; + int __pyx_v_suffix_link_xcat; + PyObject *__pyx_v_suffix_link_xcat_index; + PyObject *__pyx_v_word_id; + int __pyx_v_x1; + int __pyx_v_xcat; + PyObject *__pyx_v_xcat_index; + PyObject *__pyx_v_xnode; + PyObject *__pyx_v_xroot; + Py_ssize_t __pyx_t_0; + Py_ssize_t __pyx_t_1; + int __pyx_t_2; + PyObject *__pyx_t_3; + PyObject *__pyx_t_4; + PyObject *__pyx_t_5; + int __pyx_t_6; + Py_ssize_t __pyx_t_7; + Py_ssize_t __pyx_t_8; + Py_ssize_t __pyx_t_9; + PyObject *(*__pyx_t_10)(PyObject *); + PyObject *(*__pyx_t_11)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":124 + * return tuple(sym_fromstring(word, True) for word in words) + * + * def decode_words(syms): # <<<<<<<<<<<<<< + * return tuple(sym_tostring(sym) for sym in syms) + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words { + PyObject_HEAD + PyObject *__pyx_v_syms; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2124 + * f = Phrase(f_sym) + * e = Phrase(e_sym) + * a = tuple(self.alignment.link(i, j) for i, j in links) # <<<<<<<<<<<<<< + * return (f, e, a, lex_f_i, lex_f_j) + * + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *__pyx_outer_scope; + PyObject *__pyx_v_i; + PyObject *__pyx_v_j; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; +}; + + +/* "cdec/sa/_sa.pxd":35 + * cdef public int chunklen(self, int k) + * + * cdef class Rule: # <<<<<<<<<<<<<< + * cdef int lhs + * cdef readonly Phrase f, e + */ +struct __pyx_obj_4cdec_2sa_3_sa_Rule { + PyObject_HEAD + int lhs; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *f; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *e; + struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *scores; + int n_scores; + PyObject *word_alignments; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1193 + * if self.online: + * stats = self.online_stats[ctx_name] + * f_syms = tuple(word[0][0] for word in fwords) # <<<<<<<<<<<<<< + * for f, lex_i, lex_j in self.get_f_phrases(f_syms): + * spanlen = (lex_j - lex_i) + 1 + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *__pyx_outer_scope; + PyObject *__pyx_v_word; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":188 + * + * + * cdef class Precomputation: # <<<<<<<<<<<<<< + * cdef int precompute_rank + * cdef int precompute_secondary_rank + */ +struct __pyx_obj_4cdec_2sa_3_sa_Precomputation { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_Precomputation *__pyx_vtab; + int precompute_rank; + int precompute_secondary_rank; + int max_length; + int max_nonterminals; + int train_max_initial_size; + int train_min_gap_size; + PyObject *precomputed_index; + PyObject *precomputed_collocations; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/features.pxi":15 + * self.values.append(value) + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * for i in range(self.names.len): + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ { + PyObject_HEAD + unsigned int __pyx_v_i; + struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self; + int __pyx_t_0; + unsigned int __pyx_t_1; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1891 + * # Aggregate stats from a training instance + * # (Extract rules, update counts) + * def add_instance(self, f_words, e_words, alignment, ctx_name=None): # <<<<<<<<<<<<<< + * + * self.online = True + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance { + PyObject_HEAD + PyObject *__pyx_v_al; + PyObject *__pyx_v_cover; + PyObject *__pyx_v_e_nt_cover; + PyObject *__pyx_v_e_words; + PyObject *__pyx_v_ef_span; + PyObject *__pyx_v_extract; + PyObject *__pyx_v_f_len; + PyObject *__pyx_v_f_words; + PyObject *__pyx_v_fe_span; + PyObject *__pyx_v_rules; + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":109 + * trie_node_to_map(edge.node, result, prefix, include_zeros) + * + * cdef class TrieMap: # <<<<<<<<<<<<<< + * + * cdef _Trie_Node** root + */ +struct __pyx_obj_4cdec_2sa_3_sa_TrieMap { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_TrieMap *__pyx_vtab; + struct __pyx_t_4cdec_2sa_3_sa__Trie_Node **root; + int V; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rule.pxi":189 + * return ' ||| '.join(fields) + * + * def alignments(self): # <<<<<<<<<<<<<< + * for point in self.word_alignments: + * yield point / ALIGNMENT_CODE, point % ALIGNMENT_CODE + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments { + PyObject_HEAD + PyObject *__pyx_v_point; + struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":340 + * + * + * cdef class VEBIterator: # <<<<<<<<<<<<<< + * cdef _VEB* v + * cdef int next_val + */ +struct __pyx_obj_4cdec_2sa_3_sa_VEBIterator { + PyObject_HEAD + struct __pyx_t_4cdec_2sa_3_sa__VEB *v; + int next_val; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":111 + * + * def make_lattice(words): + * word_ids = (sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<< + * return tuple(((word, None, 1), ) for word in word_ids) + * + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice *__pyx_outer_scope; + PyObject *__pyx_v_word; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "cdec/sa/_sa.pxd":3 + * from libc.stdio cimport FILE + * + * cdef class FloatList: # <<<<<<<<<<<<<< + * cdef int size + * cdef int increment + */ +struct __pyx_obj_4cdec_2sa_3_sa_FloatList { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList *__pyx_vtab; + int size; + int increment; + int len; + float *arr; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/str_map.pxi":8 + * char* stringmap_word(StrMap *vocab, int i) + * + * cdef class StringMap: # <<<<<<<<<<<<<< + * cdef StrMap *vocab + * cdef char *word(self, int i) + */ +struct __pyx_obj_4cdec_2sa_3_sa_StringMap { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_StringMap *__pyx_vtab; + StrMap *vocab; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rule.pxi":140 + * return self.syms[i] + * + * def __iter__(self): # <<<<<<<<<<<<<< + * cdef int i + * for i from 0 <= i < self.n: + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ { + PyObject_HEAD + int __pyx_v_i; + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self; + int __pyx_t_0; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rule.pxi":182 + * return self.f.arity() + * + * def __str__(self): # <<<<<<<<<<<<<< + * cdef unsigned i + * fields = [sym_tostring(self.lhs), str(self.f), str(self.e), str(self.scores)] + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":88 + * + * + * cdef class TrieTable: # <<<<<<<<<<<<<< + * cdef public int extended + * cdef public int count + */ +struct __pyx_obj_4cdec_2sa_3_sa_TrieTable { + PyObject_HEAD + int extended; + int count; + PyObject *root; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":121 + * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) + * + * def encode_words(words): # <<<<<<<<<<<<<< + * return tuple(sym_fromstring(word, True) for word in words) + * + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words { + PyObject_HEAD + PyObject *__pyx_v_words; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2129 + * # Rule string from rule + * def fmt_rule(self, f, e, a): + * a_str = ' '.join('{0}-{1}'.format(*self.alignment.unlink(packed)) for packed in a) # <<<<<<<<<<<<<< + * return '[X] ||| {0} ||| {1} ||| {2}'.format(f, e, a_str) + * + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *__pyx_outer_scope; + PyObject *__pyx_v_packed; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":122 + * + * def encode_words(words): + * return tuple(sym_fromstring(word, True) for word in words) # <<<<<<<<<<<<<< + * + * def decode_words(syms): + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *__pyx_outer_scope; + PyObject *__pyx_v_word; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":112 + * def make_lattice(words): + * word_ids = (sym_fromstring(word, True) for word in words) + * return tuple(((word, None, 1), ) for word in word_ids) # <<<<<<<<<<<<<< + * + * def decode_lattice(lattice): + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice *__pyx_outer_scope; + PyObject *__pyx_v_word; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":2063 + * + * # Create a rule from source, target, non-terminals, and alignments + * def form_rule(self, f_i, e_i, f_span, e_span, nt, al): # <<<<<<<<<<<<<< + * + * # Substitute in non-terminals + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule { + PyObject_HEAD + PyObject *__pyx_v_links; + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":119 + * + * def decode_sentence(lattice): + * return tuple(sym_tostring(sym) for ((sym, _, _),) in lattice) # <<<<<<<<<<<<<< + * + * def encode_words(words): + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr { + PyObject_HEAD + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence *__pyx_outer_scope; + PyObject *__pyx_v__; + PyObject *__pyx_v_sym; + PyObject *__pyx_t_0; + Py_ssize_t __pyx_t_1; + PyObject *(*__pyx_t_2)(PyObject *); +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":354 + * + * + * cdef class VEB: # <<<<<<<<<<<<<< + * cdef _VEB* veb + * cdef int _findsucc(self, int i) + */ +struct __pyx_obj_4cdec_2sa_3_sa_VEB { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_VEB *__pyx_vtab; + struct __pyx_t_4cdec_2sa_3_sa__VEB *veb; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":114 + * return tuple(((word, None, 1), ) for word in word_ids) + * + * def decode_lattice(lattice): # <<<<<<<<<<<<<< + * return tuple((sym_tostring(sym), weight, dist) for (sym, weight, dist) in arc + * for arc in node for node in lattice) + */ +struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice { + PyObject_HEAD + PyObject *__pyx_v_lattice; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":109 + * # in the suffix array; if discontiguous, it is the set of + * # actual locations (packed into an array) + * cdef class PhraseLocation: # <<<<<<<<<<<<<< + * cdef int sa_low + * cdef int sa_high + */ +struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_PhraseLocation *__pyx_vtab; + int sa_low; + int sa_high; + int arr_low; + int arr_high; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *arr; + int num_subpatterns; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/features.pxi":23 + * return ' '.join('%s=%s' % feat for feat in self) + * + * cdef class Scorer: # <<<<<<<<<<<<<< + * cdef models + * def __init__(self, *models): + */ +struct __pyx_obj_4cdec_2sa_3_sa_Scorer { + PyObject_HEAD + struct __pyx_vtabstruct_4cdec_2sa_3_sa_Scorer *__pyx_vtab; + PyObject *models; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":131 + * + * + * cdef class Sampler: # <<<<<<<<<<<<<< + * '''A Sampler implements a logic for choosing + * samples from a population range''' + */ +struct __pyx_obj_4cdec_2sa_3_sa_Sampler { + PyObject_HEAD + int sample_size; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *sa; +}; + + +/* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":7 + * cdef int INDEX_MASK = (1<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 /* CYTHON_REFNANNY */ +#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); /*proto*/ + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name); /*proto*/ + +static int __Pyx_PyBytes_SingleTailmatch(PyObject* self, PyObject* arg, Py_ssize_t start, + Py_ssize_t end, int direction) +{ + const char* self_ptr = PyBytes_AS_STRING(self); + Py_ssize_t self_len = PyBytes_GET_SIZE(self); + const char* sub_ptr; + Py_ssize_t sub_len; + int retval; +#if PY_VERSION_HEX >= 0x02060000 + Py_buffer view; + view.obj = NULL; +#endif + if ( PyBytes_Check(arg) ) { + sub_ptr = PyBytes_AS_STRING(arg); + sub_len = PyBytes_GET_SIZE(arg); + } +#if PY_MAJOR_VERSION < 3 + else if ( PyUnicode_Check(arg) ) { + return PyUnicode_Tailmatch(self, arg, start, end, direction); 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/*proto*/ + +static void __Pyx_Raise(PyObject *type, PyObject *value, PyObject *tb, PyObject *cause); /*proto*/ + +static void __Pyx_WriteUnraisable(const char *name, int clineno, + int lineno, const char *filename); /*proto*/ + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type); /*proto*/ + +static CYTHON_INLINE int __Pyx_CheckKeywordStrings(PyObject *kwdict, const char* function_name, int kw_allowed); /*proto*/ + +#if CYTHON_COMPILING_IN_CPYTHON +static CYTHON_INLINE int __Pyx_PyList_Append(PyObject* list, PyObject* x) { + PyListObject* L = (PyListObject*) list; + Py_ssize_t len = Py_SIZE(list); + if (likely(L->allocated > len) & likely(len > (L->allocated >> 1))) { + Py_INCREF(x); + PyList_SET_ITEM(list, len, x); + Py_SIZE(list) = len+1; + return 0; + } + return PyList_Append(list, x); +} +#else +#define __Pyx_PyList_Append(L,x) PyList_Append(L,x) +#endif + +#define __Pyx_GetItemInt(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Fast(o, i, is_list, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +#define __Pyx_GetItemInt_List(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_List_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +static CYTHON_INLINE PyObject *__Pyx_GetItemInt_List_Fast(PyObject *o, Py_ssize_t i, + int wraparound, int boundscheck); +#define __Pyx_GetItemInt_Tuple(o, i, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_GetItemInt_Tuple_Fast(o, i, wraparound, boundscheck) : \ + __Pyx_GetItemInt_Generic(o, to_py_func(i))) +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 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)); +} + +static PyObject* __Pyx_PyObject_CallMethodTuple(PyObject* obj, PyObject* method_name, PyObject* args) { + PyObject *method, *result = NULL; + if (unlikely(!args)) return NULL; + method = __Pyx_PyObject_GetAttrStr(obj, method_name); + if (unlikely(!method)) goto bad; + result = PyObject_Call(method, args, NULL); + Py_DECREF(method); +bad: + Py_DECREF(args); + return result; +} +#define __Pyx_PyObject_CallMethod3(obj, name, arg1, arg2, arg3) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(3, arg1, arg2, arg3)) +#define __Pyx_PyObject_CallMethod2(obj, name, arg1, arg2) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(2, arg1, arg2)) +#define __Pyx_PyObject_CallMethod1(obj, name, arg1) \ + __Pyx_PyObject_CallMethodTuple(obj, name, PyTuple_Pack(1, arg1)) +#define __Pyx_PyObject_CallMethod0(obj, name) \ + __Pyx_PyObject_CallMethodTuple(obj, name, (Py_INCREF(__pyx_empty_tuple), __pyx_empty_tuple)) + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x); /*proto*/ + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** py_start, PyObject** py_stop, PyObject** py_slice, + int has_cstart, int has_cstop, int wraparound); + +static CYTHON_INLINE int __Pyx_div_int(int, int); /* proto */ + +#ifndef __PYX_FORCE_INIT_THREADS + #define __PYX_FORCE_INIT_THREADS 0 +#endif + +#define UNARY_NEG_WOULD_OVERFLOW(x) (((x) < 0) & ((unsigned long)(x) == 0-(unsigned long)(x))) + +static CYTHON_INLINE int __Pyx_mod_int(int, int); /* proto */ + +static CYTHON_INLINE void __Pyx_RaiseTooManyValuesError(Py_ssize_t expected); + +static CYTHON_INLINE void __Pyx_RaiseNeedMoreValuesError(Py_ssize_t index); + +static CYTHON_INLINE int __Pyx_IterFinish(void); /*proto*/ + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected); /*proto*/ + +#define __Pyx_SetItemInt(o, i, v, size, to_py_func, is_list, wraparound, boundscheck) \ + (((size) <= sizeof(Py_ssize_t)) ? \ + __Pyx_SetItemInt_Fast(o, i, v, is_list, wraparound, boundscheck) : \ + __Pyx_SetItemInt_Generic(o, to_py_func(i), v)) +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v); +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck); + +static double __Pyx__PyObject_AsDouble(PyObject* obj); /* proto */ +#if CYTHON_COMPILING_IN_PYPY +#define __Pyx_PyObject_AsDouble(obj) \ +(likely(PyFloat_CheckExact(obj)) ? PyFloat_AS_DOUBLE(obj) : \ + likely(PyInt_CheckExact(obj)) ? \ + PyFloat_AsDouble(obj) : __Pyx__PyObject_AsDouble(obj)) +#else +#define __Pyx_PyObject_AsDouble(obj) \ +((likely(PyFloat_CheckExact(obj))) ? \ + PyFloat_AS_DOUBLE(obj) : __Pyx__PyObject_AsDouble(obj)) +#endif + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname); + +static CYTHON_INLINE long __Pyx_div_long(long, long); /* proto */ + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact); /*proto*/ + +#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 + +static CYTHON_INLINE int __Pyx_PyDict_Contains(PyObject* item, PyObject* dict, int eq) { + int result = PyDict_Contains(dict, item); + return unlikely(result < 0) ? result : (result == (eq == Py_EQ)); +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void); + +static void __Pyx_UnpackTupleError(PyObject *, Py_ssize_t index); /*proto*/ + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** value1, PyObject** value2, + int is_tuple, int has_known_size, int decref_tuple); + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* dict, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_is_dict); +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* dict_or_iter, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int is_dict); + +#if PY_VERSION_HEX < 0x02050000 +#ifndef PyAnySet_CheckExact +#define PyAnySet_CheckExact(ob) \ + ((ob)->ob_type == &PySet_Type || \ + (ob)->ob_type == &PyFrozenSet_Type) +#define PySet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PySet_Type, (iterable), NULL) +#define Pyx_PyFrozenSet_New(iterable) \ + PyObject_CallFunctionObjArgs((PyObject *)&PyFrozenSet_Type, (iterable), NULL) +#define PySet_Size(anyset) \ + PyObject_Size((anyset)) +#define PySet_Contains(anyset, key) \ + PySequence_Contains((anyset), (key)) +#define PySet_Pop(set) \ + PyObject_CallMethod(set, (char *)"pop", NULL) +static CYTHON_INLINE int PySet_Clear(PyObject *set) { + PyObject *ret = PyObject_CallMethod(set, (char *)"clear", NULL); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Discard(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"discard", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +static CYTHON_INLINE int PySet_Add(PyObject *set, PyObject *key) { + PyObject *ret = PyObject_CallMethod(set, (char *)"add", (char *)"O", key); + if (!ret) return -1; + Py_DECREF(ret); return 0; +} +#endif /* PyAnySet_CheckExact (<= Py2.4) */ +#endif /* < Py2.5 */ + +static CYTHON_INLINE long __Pyx_mod_long(long, long); /* proto */ + +#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 + +#define __Pyx_CyFunction_USED 1 +#include +#define __Pyx_CYFUNCTION_STATICMETHOD 0x01 +#define __Pyx_CYFUNCTION_CLASSMETHOD 0x02 +#define __Pyx_CYFUNCTION_CCLASS 0x04 +#define __Pyx_CyFunction_GetClosure(f) \ + (((__pyx_CyFunctionObject *) (f))->func_closure) +#define __Pyx_CyFunction_GetClassObj(f) \ + (((__pyx_CyFunctionObject *) (f))->func_classobj) +#define __Pyx_CyFunction_Defaults(type, f) \ + ((type *)(((__pyx_CyFunctionObject *) (f))->defaults)) +#define __Pyx_CyFunction_SetDefaultsGetter(f, g) \ + ((__pyx_CyFunctionObject *) (f))->defaults_getter = (g) +typedef struct { + PyCFunctionObject func; + int flags; + PyObject *func_dict; + PyObject *func_weakreflist; + PyObject *func_name; + PyObject *func_qualname; + PyObject *func_doc; + PyObject *func_code; + PyObject *func_closure; + PyObject *func_classobj; /* No-args super() class cell */ + void *defaults; + int defaults_pyobjects; + PyObject *defaults_tuple; /* Const defaults tuple */ + PyObject *defaults_kwdict; /* Const kwonly defaults dict */ + PyObject *(*defaults_getter)(PyObject *); + PyObject *func_annotations; /* function annotations dict */ +} __pyx_CyFunctionObject; +static PyTypeObject *__pyx_CyFunctionType = 0; +#define __Pyx_CyFunction_NewEx(ml, flags, qualname, self, module, code) \ + __Pyx_CyFunction_New(__pyx_CyFunctionType, ml, flags, qualname, self, module, code) +static PyObject *__Pyx_CyFunction_New(PyTypeObject *, PyMethodDef *ml, + int flags, PyObject* qualname, + PyObject *self, PyObject *module, + PyObject* code); +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *m, + size_t size, + int pyobjects); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *m, + PyObject *tuple); +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *m, + PyObject *dict); +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *m, + PyObject *dict); +static int __Pyx_CyFunction_init(void); + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L); /*proto*/ + +#include + +static int __Pyx_SetVtable(PyObject *dict, void *vtable); /*proto*/ + +static PyObject* __Pyx_ImportFrom(PyObject* module, PyObject* name); /*proto*/ + +static CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ +static void __Pyx_ExceptionReset(PyObject *type, PyObject *value, PyObject *tb); /*proto*/ + +static PyObject *__Pyx_Import(PyObject *name, PyObject *from_list, int level); /*proto*/ + +static CYTHON_INLINE unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject *); + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject *); + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject *); + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject *); + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject *); + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject *); + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject *); + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject *); + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject *); + +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject *); + +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject *); + +static CYTHON_INLINE long __Pyx_PyInt_AsLong(PyObject *); + +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject *); + +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject *); + +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject *); + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb); /*proto*/ + +#define __Pyx_Generator_USED +#include +#include +typedef PyObject *(*__pyx_generator_body_t)(PyObject *, PyObject *); +typedef struct { + PyObject_HEAD + __pyx_generator_body_t body; + PyObject *closure; + PyObject *exc_type; + PyObject *exc_value; + PyObject *exc_traceback; + PyObject *gi_weakreflist; + PyObject *classobj; + PyObject *yieldfrom; + int resume_label; + char is_running; // using T_BOOL for property below requires char value +} __pyx_GeneratorObject; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure); +static int __pyx_Generator_init(void); +static int __Pyx_Generator_clear(PyObject* self); +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue); +#else +#define __Pyx_PyGen_FetchStopIterationValue(pvalue) PyGen_FetchStopIterationValue(pvalue) +#endif + +static int __Pyx_check_binary_version(void); + +static int __Pyx_ExportFunction(const char *name, void (*f)(void), const char *sig); /*proto*/ + +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); /*proto*/ + +static int __Pyx_InitStrings(__Pyx_StringTabEntry *t); /*proto*/ + + +/* Module declarations from 'libc.string' */ + +/* Module declarations from 'libc.stdio' */ + +/* Module declarations from 'libc.stdlib' */ + +/* Module declarations from 'libc.math' */ + +/* Module declarations from 'cdec.sa._sa' */ +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FeatureVector = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_SuffixArray = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_LCP = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_OnlineStats = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_IntList = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Phrase = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_TrieNode = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_ExtendedTrieNode = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Alignment = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_19_input = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Rule = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Precomputation = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_TrieMap = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_VEBIterator = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_FloatList = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_StringMap = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_TrieTable = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_VEB = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_PhraseLocation = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Scorer = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Sampler = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_Alphabet = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_BiLex = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_DataArray = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_BitSetIterator = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_HieroCachingRuleFactory = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct____iter__ = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa_BitSet = 0; +static PyTypeObject *__pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence = 0; +static int __pyx_v_4cdec_2sa_3_sa_ALIGNMENT_CODE; +static int __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE; +static int __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS; +static int __pyx_v_4cdec_2sa_3_sa_LOWER_MASK[32]; +static int __pyx_v_4cdec_2sa_3_sa_INDEX_SHIFT; +static int __pyx_v_4cdec_2sa_3_sa_INDEX_MASK; +static struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_4cdec_2sa_3_sa_ALPHABET = 0; +static int __pyx_v_4cdec_2sa_3_sa_PRECOMPUTE; +static int __pyx_v_4cdec_2sa_3_sa_MERGE; +static int __pyx_v_4cdec_2sa_3_sa_BAEZA_YATES; +static int __pyx_v_4cdec_2sa_3_sa_EPSILON; +static struct __pyx_obj_4cdec_2sa_3_sa_StringMap *__pyx_v_4cdec_2sa_3_sa_FD = 0; +static char *__pyx_f_4cdec_2sa_3_sa_sym_tostring(int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_sym_isvar(int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_sym_getindex(int); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__node *__pyx_f_4cdec_2sa_3_sa_new_node(int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_del_node(struct __pyx_t_4cdec_2sa_3_sa__node *); /*proto*/ +static int *__pyx_f_4cdec_2sa_3_sa_get_val(struct __pyx_t_4cdec_2sa_3_sa__node *, int); /*proto*/ +static void __pyx_f_4cdec_2sa_3_sa__init_lower_mask(void); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__BitSet *__pyx_f_4cdec_2sa_3_sa_new_BitSet(void); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_bitset_findsucc(struct __pyx_t_4cdec_2sa_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_bitset_insert(struct __pyx_t_4cdec_2sa_3_sa__BitSet *, int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_bitset_contains(struct __pyx_t_4cdec_2sa_3_sa__BitSet *, int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_dec2bin(long); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_f_4cdec_2sa_3_sa_new_VEB(int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_VEB_insert(struct __pyx_t_4cdec_2sa_3_sa__VEB *, int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_del_VEB(struct __pyx_t_4cdec_2sa_3_sa__VEB *); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(struct __pyx_t_4cdec_2sa_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_VEB_contains(struct __pyx_t_4cdec_2sa_3_sa__VEB *, int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_sym_setindex(int, int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_sym_fromstring(char *, int); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *__pyx_f_4cdec_2sa_3_sa_new_trie_node(void); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *__pyx_f_4cdec_2sa_3_sa_new_trie_edge(int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_free_trie_node(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_free_trie_edge(struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *__pyx_f_4cdec_2sa_3_sa_trie_find(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_trie_node_data_append(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, int); /*proto*/ +static struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *__pyx_f_4cdec_2sa_3_sa_trie_insert(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_trie_node_to_map(struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *, PyObject *, PyObject *, int); /*proto*/ +static PyObject *__pyx_f_4cdec_2sa_3_sa_trie_edge_to_map(struct __pyx_t_4cdec_2sa_3_sa__Trie_Edge *, PyObject *, PyObject *, int); /*proto*/ +static void __pyx_f_4cdec_2sa_3_sa_assign_matching(struct __pyx_t_4cdec_2sa_3_sa_Matching *, int *, int, int, int *); /*proto*/ +static int *__pyx_f_4cdec_2sa_3_sa_append_combined_matching(int *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int, int, int *); /*proto*/ +static int *__pyx_f_4cdec_2sa_3_sa_extend_arr(int *, int *, int *, int); /*proto*/ +static int __pyx_f_4cdec_2sa_3_sa_median(int, int, int); /*proto*/ +static void __pyx_f_4cdec_2sa_3_sa_find_comparable_matchings(int, int, int *, int, int, int *, int *); /*proto*/ +#define __Pyx_MODULE_NAME "cdec.sa._sa" +int __pyx_module_is_main_cdec__sa___sa = 0; + +/* Implementation of 'cdec.sa._sa' */ +static PyObject *__pyx_builtin_open; +static PyObject *__pyx_builtin_IndexError; +static PyObject *__pyx_builtin_range; +static PyObject *__pyx_builtin_ValueError; +static PyObject *__pyx_builtin_TypeError; +static PyObject *__pyx_builtin_enumerate; +static PyObject *__pyx_builtin_map; +static PyObject *__pyx_builtin_Exception; +static PyObject *__pyx_builtin_zip; +static PyObject *__pyx_builtin_StopIteration; +static PyObject *__pyx_builtin_cmp; +static PyObject *__pyx_builtin_sorted; +static PyObject *__pyx_builtin_max; +static PyObject *__pyx_pf_4cdec_2sa_3_sa_monitor_cpu(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_2gzip_or_text(CYTHON_UNUSED PyObject *__pyx_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9FloatList___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_9FloatList_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_4__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9FloatList_6__setitem__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_9FloatList_8__len__(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_10append(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, float __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_12write(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9FloatList_14read(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_7IntList___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, int __pyx_v_size, int __pyx_v_increment, int __pyx_v_initial_len); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_2__str__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_4index(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_6partition(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_8_doquicksort(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_end); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_10sort(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_12reset(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_7IntList_14__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_16__iter__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_19__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_index); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_7IntList_21__setitem__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_i, PyObject *__pyx_v_val); /* proto */ +static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_7IntList_23__len__(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_25get_size(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_27append(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, int __pyx_v_val); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_29extend(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_31write(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7IntList_33read(struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9StringMap___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_StringMap *__pyx_v_self); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_9StringMap_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_StringMap *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side, int __pyx_v_use_sent_id); /* proto */ +static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_9DataArray_2__len__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_4get_sentence_id(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_6get_sentence(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_8get_id(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_word); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_10__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_12get_sentence_bounds(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_loc); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_14write_text(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_16read_text(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_11read_bitext_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_18read_bitext(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename, int __pyx_v_side); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_20read_text_data(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_data); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_22read_binary(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_24write_binary(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_26write_enhanced_handle(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_28write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_7word2id___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7word2id_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7word2id_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_7id2word___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7id2word_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7id2word_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_4data___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_4data_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_4data_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_7sent_id___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7sent_id_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_7sent_id_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9DataArray_10sent_index___get__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_10sent_index_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9DataArray_10sent_index_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_unlink(CYTHON_UNUSED struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_link); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_2get_sent_links(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, int __pyx_v_sent_id); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9Alignment_4__cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_6read_text(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_8read_binary(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_10write_text(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_12write_binary(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_14write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9Alignment_16alignment(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_5BiLex___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_from_text, PyObject *__pyx_v_from_data, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_earray, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_alignment); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_2write_binary(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_4read_binary(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_6get_e_id(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_eword); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_8get_f_id(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_10read_text(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_12write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_14get_score(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, PyObject *__pyx_v_fword, PyObject *__pyx_v_eword, PyObject *__pyx_v_col); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_5BiLex_16write_text(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_14BitSetIterator___next__(struct __pyx_obj_4cdec_2sa_3_sa_BitSetIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_6BitSet___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_6BitSet_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_4__iter__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_6insert(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_8findsucc(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_10__str__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_12min(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6BitSet_14max(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_6BitSet_16__len__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_6BitSet_18__contains__(struct __pyx_obj_4cdec_2sa_3_sa_BitSet *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11VEBIterator___next__(struct __pyx_obj_4cdec_2sa_3_sa_VEBIterator *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_3VEB___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, int __pyx_v_size); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_3VEB_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_3VEB_4__iter__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_3VEB_6insert(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_3VEB_8findsucc(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_3VEB_10__len__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_3VEB_12__contains__(struct __pyx_obj_4cdec_2sa_3_sa_VEB *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_3LCP___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_LCP *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_sa); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_3LCP_2compute_stats(struct __pyx_obj_4cdec_2sa_3_sa_LCP *__pyx_v_self, int __pyx_v_max_n); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_8Alphabet___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_8Alphabet_2__dealloc__(CYTHON_UNUSED struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_8Alphabet_9terminals___get__(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_8Alphabet_12nonterminals___get__(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4isvar(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_sym); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_12make_lattice_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_12make_lattice_3genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6make_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_14decode_lattice_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_8decode_lattice(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_15decode_sentence_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_10decode_sentence(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_lattice); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_12encode_words_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_12encode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_words); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_12decode_words_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_14decode_words(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_syms); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_6Phrase___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_words); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_6Phrase_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_4__str__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_6handle(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_8strhandle(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_10arity(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_12getvarpos(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_14getvar(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_16clen(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_k); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_18getchunk(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_ci); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_4cdec_2sa_3_sa_6Phrase_20__cmp__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_other); /* proto */ +#endif +static Py_hash_t __pyx_pf_4cdec_2sa_3_sa_6Phrase_22__hash__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static Py_ssize_t __pyx_pf_4cdec_2sa_3_sa_6Phrase_24__len__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_26__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_28__iter__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_31subst(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self, PyObject *__pyx_v_start, PyObject *__pyx_v_children); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_6Phrase_5words___get__(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_4Rule___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self, int __pyx_v_lhs, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_f, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_e, PyObject *__pyx_v_scores, PyObject *__pyx_v_word_alignments); /* proto */ +static Py_hash_t __pyx_pf_4cdec_2sa_3_sa_4Rule_2__hash__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ +#if PY_MAJOR_VERSION < 3 +static int __pyx_pf_4cdec_2sa_3_sa_4Rule_4__cmp__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_other); /* proto */ +#endif +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_6fmerge(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *__pyx_v_f); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_8arity(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_10__str__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_12alignments(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_1f___get__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_4Rule_1e___get__(struct __pyx_obj_4cdec_2sa_3_sa_Rule *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_7TrieMap___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, int __pyx_v_alphabet_size); /* proto */ +static void __pyx_pf_4cdec_2sa_3_sa_7TrieMap_2__dealloc__(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7TrieMap_4insert(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7TrieMap_6contains(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7TrieMap_8toMap(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *__pyx_v_self, PyObject *__pyx_v_flag); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_14Precomputation___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_fsarray, PyObject *__pyx_v_from_stats, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_precompute_rank, PyObject *__pyx_v_precompute_secondary_rank, PyObject *__pyx_v_max_length, PyObject *__pyx_v_max_nonterminals, PyObject *__pyx_v_train_max_initial_size, PyObject *__pyx_v_train_min_gap_size); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_14Precomputation_2read_binary(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_14Precomputation_4write_binary(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_14Precomputation_6precompute(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *__pyx_v_self, PyObject *__pyx_v_stats, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_sarray); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11SuffixArray___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_from_binary, PyObject *__pyx_v_from_text, PyObject *__pyx_v_side); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_2__getitem__(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_i); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_4read_text(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_filename, PyObject *__pyx_v_side); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_6q3sort(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, int __pyx_v_i, int __pyx_v_j, int __pyx_v_h, struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_isa, PyObject *__pyx_v_pad); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_8write_text(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_10read_binary(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_12write_binary(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_14write_enhanced(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, char *__pyx_v_filename); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11SuffixArray_16lookup(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_self, PyObject *__pyx_v_word, int __pyx_v_offset, int __pyx_v_low, int __pyx_v_high); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda1(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda2(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda3(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9samples_f___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9samples_f_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9samples_f_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_f___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_e___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_al___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_f___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_e___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe___get__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_8TrieNode___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_8TrieNode_8children___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_8TrieNode_8children_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_8TrieNode_8children_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_phrase, PyObject *__pyx_v_phrase_location, PyObject *__pyx_v_suffix_link); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase___get__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location___get__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link___get__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_extended); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9TrieTable_8extended___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_8extended_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9TrieTable_5count___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_5count_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_9TrieTable_4root___get__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_4root_2__set__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self, PyObject *__pyx_v_value); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_9TrieTable_4root_4__del__(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_14PhraseLocation___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *__pyx_v_self, int __pyx_v_sa_low, int __pyx_v_sa_high, int __pyx_v_arr_low, int __pyx_v_arr_high, PyObject *__pyx_v_arr, int __pyx_v_num_subpatterns); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_7Sampler___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_Sampler *__pyx_v_self, int __pyx_v_sample_size, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_fsarray); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_7Sampler_2sample(struct __pyx_obj_4cdec_2sa_3_sa_Sampler *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *__pyx_v_phrase_location); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_Alignment *__pyx_v_alignment, float __pyx_v_by_slack_factor, char *__pyx_v_category, PyObject *__pyx_v_max_chunks, unsigned int __pyx_v_max_initial_size, unsigned int __pyx_v_max_length, unsigned int __pyx_v_max_nonterminals, PyObject *__pyx_v_max_target_chunks, PyObject *__pyx_v_max_target_length, unsigned int __pyx_v_min_gap_size, PyObject *__pyx_v_precompute_file, unsigned int __pyx_v_precompute_secondary_rank, unsigned int __pyx_v_precompute_rank, int __pyx_v_require_aligned_terminal, int __pyx_v_require_aligned_chunks, unsigned int __pyx_v_train_max_initial_size, unsigned int __pyx_v_train_min_gap_size, int __pyx_v_tight_phrases, int __pyx_v_use_baeza_yates, int __pyx_v_use_collocations, int __pyx_v_use_index); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_2configure(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *__pyx_v_fsarray, struct __pyx_obj_4cdec_2sa_3_sa_DataArray *__pyx_v_edarray, struct __pyx_obj_4cdec_2sa_3_sa_Sampler *__pyx_v_sampler, struct __pyx_obj_4cdec_2sa_3_sa_Scorer *__pyx_v_scorer); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_4pattern2phrase(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_6pattern2phrase_plus(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_pattern); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_8precompute(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_10get_precomputed_collocation(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_phrase); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_12advance(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_frontier, PyObject *__pyx_v_res, PyObject *__pyx_v_fwords); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_14get_all_nodes_isteps_away(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_skip, PyObject *__pyx_v_i, PyObject *__pyx_v_spanlen, PyObject *__pyx_v_pathlen, PyObject *__pyx_v_fwords, PyObject *__pyx_v_next_states, PyObject *__pyx_v_reachable_buffer); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_16reachable(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_dist); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_18shortest(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_ifrom, PyObject *__pyx_v_ito); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_20get_next_states(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v__columns, PyObject *__pyx_v_curr_idx, PyObject *__pyx_v_min_dist); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda5(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda4(CYTHON_UNUSED PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda6(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_5input_2genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_22input(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_fwords, PyObject *__pyx_v_meta, PyObject *__pyx_v_ctx_name); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_12add_instance_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_e_i, PyObject *__pyx_v_e_j, PyObject *__pyx_v_min_bound, PyObject *__pyx_v_wc, PyObject *__pyx_v_links, PyObject *__pyx_v_nt, PyObject *__pyx_v_nt_open); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_25add_instance(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words, PyObject *__pyx_v_e_words, PyObject *__pyx_v_alignment, PyObject *__pyx_v_ctx_name); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda7(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_lambda_funcdef_lambda8(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_x, PyObject *__pyx_v_y); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_9form_rule_2genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_27form_rule(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_e_i, PyObject *__pyx_v_f_span, PyObject *__pyx_v_e_span, PyObject *__pyx_v_nt, PyObject *__pyx_v_al); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_8fmt_rule_genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_29fmt_rule(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_a); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_31online_ctx_lookup(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f, PyObject *__pyx_v_e, PyObject *__pyx_v_ctx_name); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_13get_f_phrases_extract(PyObject *__pyx_self, PyObject *__pyx_v_f_i, PyObject *__pyx_v_f_j, PyObject *__pyx_v_lex_i, PyObject *__pyx_v_lex_j, PyObject *__pyx_v_wc, PyObject *__pyx_v_ntc, PyObject *__pyx_v_syms); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_33get_f_phrases(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_f_words); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_23HieroCachingRuleFactory_35drop_ctx(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, PyObject *__pyx_v_ctx_name); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_16span_check(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_18span_inc(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_20span_dec(CYTHON_UNUSED PyObject *__pyx_self, PyObject *__pyx_v_vec, PyObject *__pyx_v_i, PyObject *__pyx_v_j); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_13FeatureVector___cinit__(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_2set(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self, unsigned int __pyx_v_name, float __pyx_v_value); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_4__iter__(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_7__str___genexpr(PyObject *__pyx_self); /* proto */ +static PyObject *__pyx_pf_4cdec_2sa_3_sa_13FeatureVector_7__str__(struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *__pyx_v_self); /* proto */ +static int __pyx_pf_4cdec_2sa_3_sa_6Scorer___init__(struct __pyx_obj_4cdec_2sa_3_sa_Scorer *__pyx_v_self, PyObject *__pyx_v_models); /* proto */ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_FeatureVector(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_SuffixArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_OnlineStats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_19_input(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_VEBIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_StringMap(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Scorer(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Alphabet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BitSetIterator(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct____iter__(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BitSet(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence(PyTypeObject *t, PyObject *a, PyObject *k); /*proto*/ +static char __pyx_k_1[] = ".gz"; +static char __pyx_k_2[] = "Requested index %d of %d-length FloatList"; +static char __pyx_k_3[] = "IntList["; +static char __pyx_k_4[] = ","; +static char __pyx_k_5[] = "]"; +static char __pyx_k_6[] = "len="; +static char __pyx_k_7[] = "%s not in IntList"; +static char __pyx_k_8[] = "Requested index %d of %d-length IntList"; +static char __pyx_k_9[] = "Requested index %d:%d of %d-length IntList"; +static char __pyx_k_10[] = "Illegal key type %s for IntList"; +static char __pyx_k_14[] = "%s "; +static char __pyx_k_15[] = "\n"; +static char __pyx_k_19[] = " ||| "; +static char __pyx_k_23[] = "%d "; +static char __pyx_k_27[] = "%s %d "; +static char __pyx_k_29[] = "write_enhanced_handle"; +static char __pyx_k_33[] = "-"; +static char __pyx_k_37[] = "%d-%d "; +static char __pyx_k_44[] = "%d-%d out of bounds (I=%d,J=%d) in line %d\n"; +static char __pyx_k_47[] = ""; +static char __pyx_k_48[] = "Sort error in CLex"; +static char __pyx_k_50[] = " "; +static char __pyx_k_52[] = "%d %f %f "; +static char __pyx_k_54[] = "%d %s "; +static char __pyx_k_58[] = "%s %s %.6f %.6f\n"; +static char __pyx_k_60[] = " ("; +static char __pyx_k_61[] = ")"; +static char __pyx_k_62[] = "Constructing LCP array"; +static char __pyx_k_64[] = "LCP array completed"; +static char __pyx_k_66[] = "[%s,%d]"; +static char __pyx_k_67[] = "[%s]"; +static char __pyx_k_68[] = "\\"; +static char __pyx_k_69[] = " "; +static char __pyx_k_70[] = "Invalid LHS symbol: %d"; +static char __pyx_k_71[] = "%d-%d"; +static char __pyx_k_72[] = "precompute_secondary_rank"; +static char __pyx_k_73[] = "train_max_initial_size"; +static char __pyx_k_74[] = "Precomputing frequent intersections"; +static char __pyx_k_76[] = " Computing inverted indexes..."; +static char __pyx_k_78[] = " Computing collocations..."; +static char __pyx_k_80[] = " %d sentences"; +static char __pyx_k_85[] = "X "; +static char __pyx_k_86[] = "ERROR: unexpected pattern %s in set of precomputed collocations"; +static char __pyx_k_87[] = "RANK %d\tCOUNT, COST: %d %d\tCUMUL: %d, %d"; +static char __pyx_k_88[] = "Precomputed collocations for %d patterns out of %d possible (upper bound %d)"; +static char __pyx_k_89[] = "Precomputed inverted index for %d patterns "; +static char __pyx_k_90[] = "Precomputation took %f seconds"; +static char __pyx_k_91[] = " Bucket sort took %f seconds"; +static char __pyx_k_92[] = " Refining, sort depth = %d"; +static char __pyx_k_93[] = " Refinement took %f seconds"; +static char __pyx_k_94[] = " Finalizing sort..."; +static char __pyx_k_96[] = "Suffix array construction took %f seconds"; +static char __pyx_k_97[] = "Unexpected condition found in q3sort: sort from %d to %d"; +static char __pyx_k__0[] = "0"; +static char __pyx_k__1[] = "1"; +static char __pyx_k__a[] = "a"; +static char __pyx_k__e[] = "e"; +static char __pyx_k__f[] = "f"; +static char __pyx_k__h[] = "h"; +static char __pyx_k__i[] = "i"; +static char __pyx_k__j[] = "j"; +static char __pyx_k__k[] = "k"; +static char __pyx_k__r[] = "r"; +static char __pyx_k__w[] = "w"; +static char __pyx_k__x[] = "x"; +static char __pyx_k__y[] = "y"; +static char __pyx_k_101[] = "OnlineStats.__cinit__.."; +static char __pyx_k_102[] = "cdec.sa._sa"; +static char __pyx_k_104[] = "Sampling strategy: uniform, max sample size = %d"; +static char __pyx_k_105[] = "Sampling strategy: no sampling"; +static char __pyx_k_107[] = "require_aligned_terminal"; +static char __pyx_k_108[] = "require_aligned_chunks"; +static char __pyx_k_109[] = "[X]"; +static char __pyx_k_110[] = "Must specify an alignment object"; +static char __pyx_k_112[] = "Reading precomputed data from file %s... "; +static char __pyx_k_113[] = "Precomputation done with max nonterminals %d, decoder uses %d"; +static char __pyx_k_114[] = "Precomputation done with max terminals %d, decoder uses %d"; +static char __pyx_k_115[] = "Precomputation done with max initial size %d, decoder uses %d"; +static char __pyx_k_116[] = "Precomputation done with min gap size %d, decoder uses %d"; +static char __pyx_k_117[] = "Converting %d hash keys on precomputed inverted index... "; +static char __pyx_k_118[] = "Converting %d hash keys on precomputed collocations... "; +static char __pyx_k_119[] = "Processing precomputations took %f seconds"; +static char __pyx_k_120[] = "{"; + static char __pyx_k_121[] = "("; +static char __pyx_k_122[] = "}"; +static char __pyx_k_123[] = "get_precomputed_collocation"; +static char __pyx_k_124[] = "double binary"; +static char __pyx_k_125[] = "HieroCachingRuleFactory.input..lambda4.."; +static char __pyx_k_126[] = "Keyword trie error"; +static char __pyx_k_128[] = "HieroCachingRuleFactory.input.."; +static char __pyx_k_129[] = "get_all_nodes_isteps_away"; +static char __pyx_k_130[] = "Total time for rule lookup, extraction, and scoring = %f seconds"; +static char __pyx_k_131[] = " Extract time = %f seconds"; +static char __pyx_k_132[] = " Intersect time = %f seconds"; +static char __pyx_k_133[] = "No aligned terminals"; +static char __pyx_k_134[] = "Unaligned chunk"; +static char __pyx_k_135[] = "Gaps are not tight phrases"; +static char __pyx_k_136[] = "Inside edges of preceding subphrase are not tight"; +static char __pyx_k_137[] = "Inside edges of following subphrase are not tight"; +static char __pyx_k_138[] = "Subphrase [%d, %d] failed integrity check"; +static char __pyx_k_139[] = "Didn't extract anything from [%d, %d] -> [%d, %d]"; +static char __pyx_k_140[] = "Unable to extract basic phrase"; +static char __pyx_k_144[] = "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi"; +static char __pyx_k_145[] = "HieroCachingRuleFactory.add_instance..extract"; +static char __pyx_k_147[] = "HieroCachingRuleFactory.form_rule.."; +static char __pyx_k_150[] = "{0}-{1}"; +static char __pyx_k_151[] = "[X] ||| {0} ||| {1} ||| {2}"; +static char __pyx_k_152[] = "OnlineFeatureContext"; +static char __pyx_k_155[] = "HieroCachingRuleFactory.get_f_phrases..extract"; +static char __pyx_k_156[] = "%s=%s"; +static char __pyx_k_158[] = "/home/mdenkows/cdec/python/cdec/sa/_sa.pyx"; +static char __pyx_k_161[] = "cdec.sa"; +static char __pyx_k_165[] = "/home/mdenkows/cdec/python/cdec/sa/sym.pxi"; +static char __pyx_k_176[] = "*EPS*"; +static char __pyx_k__al[] = "al"; +static char __pyx_k__gc[] = "gc"; +static char __pyx_k__nt[] = "nt"; +static char __pyx_k__sa[] = "sa"; +static char __pyx_k__wc[] = "wc"; +static char __pyx_k__arr[] = "arr"; +static char __pyx_k__cmp[] = "cmp"; +static char __pyx_k__col[] = "col"; +static char __pyx_k__e_i[] = "e_i"; +static char __pyx_k__e_j[] = "e_j"; +static char __pyx_k__end[] = "end"; +static char __pyx_k__f_i[] = "f_i"; +static char __pyx_k__f_j[] = "f_j"; +static char __pyx_k__get[] = "get"; +static char __pyx_k__isa[] = "isa"; +static char __pyx_k__ito[] = "ito"; +static char __pyx_k__key[] = "key"; +static char __pyx_k__lhs[] = "lhs"; +static char __pyx_k__low[] = "low"; +static char __pyx_k__map[] = "map"; +static char __pyx_k__max[] = "max"; +static char __pyx_k__ntc[] = "ntc"; +static char __pyx_k__pad[] = "pad"; +static char __pyx_k__pop[] = "pop"; +static char __pyx_k__res[] = "res"; +static char __pyx_k__set[] = "set"; +static char __pyx_k__sym[] = "sym"; +static char __pyx_k__vec[] = "vec"; +static char __pyx_k__zip[] = "zip"; +static char __pyx_k__NULL[] = "NULL"; +static char __pyx_k__args[] = "args"; +static char __pyx_k__dist[] = "dist"; +static char __pyx_k__gzip[] = "gzip"; +static char __pyx_k__high[] = "high"; +static char __pyx_k__info[] = "info"; +static char __pyx_k__join[] = "join"; +static char __pyx_k__link[] = "link"; +static char __pyx_k__meta[] = "meta"; +static char __pyx_k__name[] = "name"; +static char __pyx_k__open[] = "open"; +static char __pyx_k__seek[] = "seek"; +static char __pyx_k__send[] = "send"; +static char __pyx_k__side[] = "side"; +static char __pyx_k__size[] = "size"; +static char __pyx_k__skip[] = "skip"; +static char __pyx_k__stop[] = "stop"; +static char __pyx_k__syms[] = "syms"; +static char __pyx_k__warn[] = "warn"; +static char __pyx_k__word[] = "word"; +static char __pyx_k___SEP_[] = "_SEP_"; +static char __pyx_k__arity[] = "arity"; +static char __pyx_k__chain[] = "chain"; +static char __pyx_k__close[] = "close"; +static char __pyx_k__debug[] = "debug"; +static char __pyx_k__eword[] = "eword"; +static char __pyx_k__fword[] = "fword"; +static char __pyx_k__ifrom[] = "ifrom"; +static char __pyx_k__index[] = "index"; +static char __pyx_k__isvar[] = "isvar"; +static char __pyx_k__lex_i[] = "lex_i"; +static char __pyx_k__lex_j[] = "lex_j"; +static char __pyx_k__links[] = "links"; +static char __pyx_k__merge[] = "merge"; +static char __pyx_k__range[] = "range"; +static char __pyx_k__reset[] = "reset"; +static char __pyx_k__split[] = "split"; +static char __pyx_k__start[] = "start"; +static char __pyx_k__stats[] = "stats"; +static char __pyx_k__throw[] = "throw"; +static char __pyx_k__toMap[] = "toMap"; +static char __pyx_k__value[] = "value"; +static char __pyx_k__words[] = "words"; +static char __pyx_k__write[] = "write"; +static char __pyx_k__append[] = "append"; +static char __pyx_k__e_span[] = "e_span"; +static char __pyx_k__e_text[] = "e_text"; +static char __pyx_k__earray[] = "earray"; +static char __pyx_k__extend[] = "extend"; +static char __pyx_k__f_span[] = "f_span"; +static char __pyx_k__f_text[] = "f_text"; +static char __pyx_k__fcount[] = "fcount"; +static char __pyx_k__format[] = "format"; +static char __pyx_k__fwords[] = "fwords"; +static char __pyx_k__get_id[] = "get_id"; +static char __pyx_k__insert[] = "insert"; +static char __pyx_k__link_i[] = "link_i"; +static char __pyx_k__link_j[] = "link_j"; +static char __pyx_k__logger[] = "logger"; +static char __pyx_k__lookup[] = "lookup"; +static char __pyx_k__offset[] = "offset"; +static char __pyx_k__online[] = "online"; +static char __pyx_k__phrase[] = "phrase"; +static char __pyx_k__q3sort[] = "q3sort"; +static char __pyx_k__sa_low[] = "sa_low"; +static char __pyx_k__sample[] = "sample"; +static char __pyx_k__sarray[] = "sarray"; +static char __pyx_k__scorer[] = "scorer"; +static char __pyx_k__scores[] = "scores"; +static char __pyx_k__sorted[] = "sorted"; +static char __pyx_k__source[] = "source"; +static char __pyx_k__unlink[] = "unlink"; +static char __pyx_k__Counter[] = "Counter"; +static char __pyx_k__advance[] = "advance"; +static char __pyx_k__arr_low[] = "arr_low"; +static char __pyx_k__bilex_e[] = "bilex_e"; +static char __pyx_k__bilex_f[] = "bilex_f"; +static char __pyx_k__collect[] = "collect"; +static char __pyx_k__e_words[] = "e_words"; +static char __pyx_k__edarray[] = "edarray"; +static char __pyx_k__ephrase[] = "ephrase"; +static char __pyx_k__extract[] = "extract"; +static char __pyx_k__f_words[] = "f_words"; +static char __pyx_k__fphrase[] = "fphrase"; +static char __pyx_k__fsarray[] = "fsarray"; +static char __pyx_k__genexpr[] = "genexpr"; +static char __pyx_k__lattice[] = "lattice"; +static char __pyx_k__logging[] = "logging"; +static char __pyx_k__matches[] = "matches"; +static char __pyx_k__new_e_i[] = "new_e_i"; +static char __pyx_k__new_e_j[] = "new_e_j"; +static char __pyx_k__nt_open[] = "nt_open"; +static char __pyx_k__pathlen[] = "pathlen"; +static char __pyx_k__sa_high[] = "sa_high"; +static char __pyx_k__sampler[] = "sampler"; +static char __pyx_k__spanlen[] = "spanlen"; +static char __pyx_k__GzipFile[] = "GzipFile"; +static char __pyx_k____exit__[] = "__exit__"; +static char __pyx_k____main__[] = "__main__"; +static char __pyx_k____name__[] = "__name__"; +static char __pyx_k____test__[] = "__test__"; +static char __pyx_k___columns[] = "_columns"; +static char __pyx_k__arr_high[] = "arr_high"; +static char __pyx_k__bilex_fe[] = "bilex_fe"; +static char __pyx_k__category[] = "category"; +static char __pyx_k__children[] = "children"; +static char __pyx_k__ctx_name[] = "ctx_name"; +static char __pyx_k__curr_idx[] = "curr_idx"; +static char __pyx_k__extended[] = "extended"; +static char __pyx_k__filename[] = "filename"; +static char __pyx_k__frontier[] = "frontier"; +static char __pyx_k__get_e_id[] = "get_e_id"; +static char __pyx_k__get_f_id[] = "get_f_id"; +static char __pyx_k__get_word[] = "get_word"; +static char __pyx_k__getchunk[] = "getchunk"; +static char __pyx_k__min_dist[] = "min_dist"; +static char __pyx_k__resource[] = "resource"; +static char __pyx_k__ru_stime[] = "ru_stime"; +static char __pyx_k__ru_utime[] = "ru_utime"; +static char __pyx_k__shortest[] = "shortest"; +static char __pyx_k__span_dec[] = "span_dec"; +static char __pyx_k__span_inc[] = "span_inc"; +static char __pyx_k__word_ids[] = "word_ids"; +static char __pyx_k__Exception[] = "Exception"; +static char __pyx_k__INCREMENT[] = "INCREMENT"; +static char __pyx_k__TypeError[] = "TypeError"; +static char __pyx_k____enter__[] = "__enter__"; +static char __pyx_k__alignment[] = "alignment"; +static char __pyx_k__enumerate[] = "enumerate"; +static char __pyx_k__form_rule[] = "form_rule"; +static char __pyx_k__from_data[] = "from_data"; +static char __pyx_k__from_text[] = "from_text"; +static char __pyx_k__getLogger[] = "getLogger"; +static char __pyx_k__getrusage[] = "getrusage"; +static char __pyx_k__increment[] = "increment"; +static char __pyx_k__iteritems[] = "iteritems"; +static char __pyx_k__itertools[] = "itertools"; +static char __pyx_k__min_bound[] = "min_bound"; +static char __pyx_k__new_lex_i[] = "new_lex_i"; +static char __pyx_k__new_lex_j[] = "new_lex_j"; +static char __pyx_k__paircount[] = "paircount"; +static char __pyx_k__partition[] = "partition"; +static char __pyx_k__phrases_e[] = "phrases_e"; +static char __pyx_k__phrases_f[] = "phrases_f"; +static char __pyx_k__reachable[] = "reachable"; +static char __pyx_k__read_text[] = "read_text"; +static char __pyx_k__samples_f[] = "samples_f"; +static char __pyx_k__use_index[] = "use_index"; +static char __pyx_k__IndexError[] = "IndexError"; +static char __pyx_k__ValueError[] = "ValueError"; +static char __pyx_k____import__[] = "__import__"; +static char __pyx_k__alignments[] = "alignments"; +static char __pyx_k__from_stats[] = "from_stats"; +static char __pyx_k__input_span[] = "input_span"; +static char __pyx_k__itervalues[] = "itervalues"; +static char __pyx_k__max_chunks[] = "max_chunks"; +static char __pyx_k__max_length[] = "max_length"; +static char __pyx_k__namedtuple[] = "namedtuple"; +static char __pyx_k__phrases_al[] = "phrases_al"; +static char __pyx_k__phrases_fe[] = "phrases_fe"; +static char __pyx_k__plus_links[] = "plus_links"; +static char __pyx_k__precompute[] = "precompute"; +static char __pyx_k__span_check[] = "span_check"; +static char __pyx_k__write_text[] = "write_text"; +static char __pyx_k__END_OF_FILE[] = "END_OF_FILE"; +static char __pyx_k__END_OF_LINE[] = "END_OF_LINE"; +static char __pyx_k__RUSAGE_SELF[] = "RUSAGE_SELF"; +static char __pyx_k__collections[] = "collections"; +static char __pyx_k__defaultdict[] = "defaultdict"; +static char __pyx_k__from_binary[] = "from_binary"; +static char __pyx_k__initial_len[] = "initial_len"; +static char __pyx_k__input_match[] = "input_match"; +static char __pyx_k__monitor_cpu[] = "monitor_cpu"; +static char __pyx_k__next_states[] = "next_states"; +static char __pyx_k__old_last_nt[] = "old_last_nt"; +static char __pyx_k__precomputed[] = "precomputed"; +static char __pyx_k__read_binary[] = "read_binary"; +static char __pyx_k__read_bitext[] = "read_bitext"; +static char __pyx_k__sample_size[] = "sample_size"; +static char __pyx_k__suffix_link[] = "suffix_link"; +static char __pyx_k__use_sent_id[] = "use_sent_id"; +static char __pyx_k___doquicksort[] = "_doquicksort"; +static char __pyx_k__decode_words[] = "decode_words"; +static char __pyx_k__encode_words[] = "encode_words"; +static char __pyx_k__gzip_or_text[] = "gzip_or_text"; +static char __pyx_k__make_lattice[] = "make_lattice"; +static char __pyx_k__min_gap_size[] = "min_gap_size"; +static char __pyx_k__nt_collision[] = "nt_collision"; +static char __pyx_k__StopIteration[] = "StopIteration"; +static char __pyx_k__alphabet_size[] = "alphabet_size"; +static char __pyx_k__from_iterable[] = "from_iterable"; +static char __pyx_k__fsample_count[] = "fsample_count"; +static char __pyx_k__get_f_phrases[] = "get_f_phrases"; +static char __pyx_k__new_min_bound[] = "new_min_bound"; +static char __pyx_k__test_sentence[] = "test_sentence"; +static char __pyx_k__tight_phrases[] = "tight_phrases"; +static char __pyx_k__FeatureContext[] = "FeatureContext"; +static char __pyx_k____pyx_vtable__[] = "__pyx_vtable__"; +static char __pyx_k__decode_lattice[] = "decode_lattice"; +static char __pyx_k__pattern2phrase[] = "pattern2phrase"; +static char __pyx_k__read_text_data[] = "read_text_data"; +static char __pyx_k__by_slack_factor[] = "by_slack_factor"; +static char __pyx_k__decode_sentence[] = "decode_sentence"; +static char __pyx_k__get_next_states[] = "get_next_states"; +static char __pyx_k__num_subpatterns[] = "num_subpatterns"; +static char __pyx_k__phrase_location[] = "phrase_location"; +static char __pyx_k__precompute_file[] = "precompute_file"; +static char __pyx_k__precompute_rank[] = "precompute_rank"; +static char __pyx_k__use_baeza_yates[] = "use_baeza_yates"; +static char __pyx_k__word_alignments[] = "word_alignments"; +static char __pyx_k__INITIAL_CAPACITY[] = "INITIAL_CAPACITY"; +static char __pyx_k__max_initial_size[] = "max_initial_size"; +static char __pyx_k__max_nonterminals[] = "max_nonterminals"; +static char __pyx_k__reachable_buffer[] = "reachable_buffer"; +static char __pyx_k__use_collocations[] = "use_collocations"; +static char __pyx_k__max_target_chunks[] = "max_target_chunks"; +static char __pyx_k__max_target_length[] = "max_target_length"; +static char __pyx_k__online_ctx_lookup[] = "online_ctx_lookup"; +static char __pyx_k__train_min_gap_size[] = "train_min_gap_size"; +static char __pyx_k__pattern2phrase_plus[] = "pattern2phrase_plus"; +static PyObject *__pyx_kp_s_1; +static PyObject *__pyx_kp_s_10; +static PyObject *__pyx_n_s_101; +static PyObject *__pyx_n_s_102; +static PyObject *__pyx_kp_s_104; +static PyObject *__pyx_kp_s_105; +static PyObject *__pyx_n_s_107; +static PyObject *__pyx_n_s_108; +static PyObject *__pyx_kp_s_110; +static PyObject *__pyx_kp_s_112; +static PyObject *__pyx_kp_s_113; +static PyObject *__pyx_kp_s_114; +static PyObject *__pyx_kp_s_115; +static PyObject *__pyx_kp_s_116; +static PyObject *__pyx_kp_s_117; +static PyObject *__pyx_kp_s_118; +static PyObject *__pyx_kp_s_119; +static PyObject *__pyx_kp_s_120; +static PyObject *__pyx_kp_s_121; +static PyObject *__pyx_kp_s_122; +static PyObject *__pyx_n_s_123; +static PyObject *__pyx_kp_s_124; +static PyObject *__pyx_n_s_125; +static PyObject *__pyx_kp_s_126; +static PyObject *__pyx_n_s_128; +static PyObject *__pyx_n_s_129; +static PyObject *__pyx_kp_s_130; +static PyObject *__pyx_kp_s_131; +static PyObject *__pyx_kp_s_132; +static PyObject *__pyx_kp_s_133; +static PyObject *__pyx_kp_s_134; +static PyObject *__pyx_kp_s_135; +static PyObject *__pyx_kp_s_136; +static PyObject *__pyx_kp_s_137; +static PyObject *__pyx_kp_s_138; +static PyObject *__pyx_kp_s_139; +static PyObject *__pyx_kp_s_14; +static PyObject *__pyx_kp_s_140; +static PyObject *__pyx_kp_s_144; +static PyObject *__pyx_n_s_145; +static PyObject *__pyx_n_s_147; +static PyObject *__pyx_kp_s_15; +static PyObject *__pyx_kp_s_150; +static PyObject *__pyx_kp_s_151; +static PyObject *__pyx_n_s_152; +static PyObject *__pyx_n_s_155; +static PyObject *__pyx_kp_s_156; +static PyObject *__pyx_kp_s_158; +static PyObject *__pyx_kp_s_161; +static PyObject *__pyx_kp_s_165; +static PyObject *__pyx_kp_s_19; +static PyObject *__pyx_kp_s_2; 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+ + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":109 + * fsent = fsa.darray.data.arr + fsa.darray.sent_index.arr[sent_id] + * I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 + * faligned = malloc(I*sizeof(int)) # <<<<<<<<<<<<<< + * memset(faligned, 0, I*sizeof(int)) + * + */ + __pyx_v_faligned = ((int *)malloc((__pyx_v_I * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":110 + * I = fsa.darray.sent_index.arr[sent_id+1] - fsa.darray.sent_index.arr[sent_id] - 1 + * faligned = malloc(I*sizeof(int)) + * memset(faligned, 0, I*sizeof(int)) # <<<<<<<<<<<<<< + * + * esent = eda.data.arr + eda.sent_index.arr[sent_id] + */ + memset(__pyx_v_faligned, 0, (__pyx_v_I * (sizeof(int)))); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":112 + * memset(faligned, 0, I*sizeof(int)) + * + * esent = eda.data.arr + eda.sent_index.arr[sent_id] # <<<<<<<<<<<<<< + * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 + * ealigned = malloc(J*sizeof(int)) + */ + __pyx_v_esent = (__pyx_v_eda->data->arr + (__pyx_v_eda->sent_index->arr[__pyx_v_sent_id])); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":113 + * + * esent = eda.data.arr + eda.sent_index.arr[sent_id] + * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 # <<<<<<<<<<<<<< + * ealigned = malloc(J*sizeof(int)) + * memset(ealigned, 0, J*sizeof(int)) + */ + __pyx_v_J = (((__pyx_v_eda->sent_index->arr[(__pyx_v_sent_id + 1)]) - (__pyx_v_eda->sent_index->arr[__pyx_v_sent_id])) - 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":114 + * esent = eda.data.arr + eda.sent_index.arr[sent_id] + * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 + * ealigned = malloc(J*sizeof(int)) # <<<<<<<<<<<<<< + * memset(ealigned, 0, J*sizeof(int)) + * + */ + __pyx_v_ealigned = ((int *)malloc((__pyx_v_J * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":115 + * J = eda.sent_index.arr[sent_id+1] - eda.sent_index.arr[sent_id] - 1 + * ealigned = malloc(J*sizeof(int)) + * memset(ealigned, 0, J*sizeof(int)) # <<<<<<<<<<<<<< + * + * links = aa._get_sent_links(sent_id, &num_links) + */ + memset(__pyx_v_ealigned, 0, (__pyx_v_J * (sizeof(int)))); 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__pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_4); + __pyx_t_5 = PyInt_FromLong(__pyx_v_I); if (unlikely(!__pyx_t_5)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_5); + __pyx_t_11 = PyInt_FromLong(__pyx_v_J); if (unlikely(!__pyx_t_11)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_11); + __pyx_t_12 = PyInt_FromLong((__pyx_v_sent_id + 1)); if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_12); + __pyx_t_13 = PyTuple_New(5); if (unlikely(!__pyx_t_13)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_13); + PyTuple_SET_ITEM(__pyx_t_13, 0, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + PyTuple_SET_ITEM(__pyx_t_13, 1, __pyx_t_4); + __Pyx_GIVEREF(__pyx_t_4); 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if (unlikely(!__pyx_t_12)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_12); + __Pyx_DECREF(((PyObject *)__pyx_t_13)); __pyx_t_13 = 0; + __Pyx_Raise(__pyx_t_12, 0, 0, 0); + __Pyx_DECREF(__pyx_t_12); __pyx_t_12 = 0; + {__pyx_filename = __pyx_f[5]; __pyx_lineno = 123; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + goto __pyx_L15; + } + __pyx_L15:; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":124 + * if i >= I or j >= J: + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":125 + * raise Exception("%d-%d out of bounds (I=%d,J=%d) in line %d\n" % (i,j,I,J,sent_id+1)) + * f_i = fsent[i] + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":126 + * f_i = fsent[i] + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 # <<<<<<<<<<<<<< + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":127 + * e_j = esent[j] + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + */ + (__pyx_v_emargin[__pyx_v_e_j]) = ((__pyx_v_emargin[__pyx_v_e_j]) + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":128 + * fmargin[f_i] = fmargin[f_i]+1 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + */ + __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); + if (__pyx_t_10) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":129 + * emargin[e_j] = emargin[e_j]+1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_4cdec_2sa_3_sa_new_node(__pyx_v_e_j); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":130 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":131 + * dict[f_i] = new_node(e_j) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], e_j) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L16; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":133 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], e_j) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_4cdec_2sa_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_e_j); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":134 + * else: + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); + if (__pyx_t_10) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":135 + * count = get_val(dict[f_i], e_j) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * # add count + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":136 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * # add count + * faligned[i] = 1 + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L16:; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":138 + * count[0] = count[0] + 1 + * # add count + * faligned[i] = 1 # <<<<<<<<<<<<<< + * ealigned[j] = 1 + * for i from 0 <= i < I: + */ + (__pyx_v_faligned[__pyx_v_i]) = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":139 + * # add count + * faligned[i] = 1 + * ealigned[j] = 1 # <<<<<<<<<<<<<< + * for i from 0 <= i < I: + * if faligned[i] == 0: + */ + (__pyx_v_ealigned[__pyx_v_j]) = 1; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":140 + * faligned[i] = 1 + * ealigned[j] = 1 + * for i from 0 <= i < I: # <<<<<<<<<<<<<< + * if faligned[i] == 0: + * f_i = fsent[i] + */ + __pyx_t_7 = __pyx_v_I; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_7; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":141 + * ealigned[j] = 1 + * for i from 0 <= i < I: + * if faligned[i] == 0: # <<<<<<<<<<<<<< + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + */ + __pyx_t_10 = (((__pyx_v_faligned[__pyx_v_i]) == 0) != 0); + if (__pyx_t_10) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":142 + * for i from 0 <= i < I: + * if faligned[i] == 0: + * f_i = fsent[i] # <<<<<<<<<<<<<< + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + */ + __pyx_v_f_i = (__pyx_v_fsent[__pyx_v_i]); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":143 + * if faligned[i] == 0: + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 # <<<<<<<<<<<<<< + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + */ + (__pyx_v_fmargin[__pyx_v_f_i]) = ((__pyx_v_fmargin[__pyx_v_f_i]) + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":144 + * f_i = fsent[i] + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 # <<<<<<<<<<<<<< + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + */ + (__pyx_v_emargin[__pyx_v_null_word]) = ((__pyx_v_emargin[__pyx_v_null_word]) + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":145 + * fmargin[f_i] = fmargin[f_i] + 1 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: # <<<<<<<<<<<<<< + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + */ + __pyx_t_10 = (((__pyx_v_dict[__pyx_v_f_i]) == NULL) != 0); + if (__pyx_t_10) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":146 + * emargin[null_word] = emargin[null_word] + 1 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) # <<<<<<<<<<<<<< + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 + */ + (__pyx_v_dict[__pyx_v_f_i]) = __pyx_f_4cdec_2sa_3_sa_new_node(__pyx_v_null_word); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":147 + * if dict[f_i] == NULL: + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * else: + */ + (__pyx_v_dict[__pyx_v_f_i])->val = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":148 + * dict[f_i] = new_node(null_word) + * dict[f_i].val = 1 + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * else: + * count = get_val(dict[f_i], null_word) + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L21; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":150 + * num_pairs = num_pairs + 1 + * else: + * count = get_val(dict[f_i], null_word) # <<<<<<<<<<<<<< + * if count[0] == 0: + * num_pairs = num_pairs + 1 + */ + __pyx_v_count = __pyx_f_4cdec_2sa_3_sa_get_val((__pyx_v_dict[__pyx_v_f_i]), __pyx_v_null_word); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":151 + * else: + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: # <<<<<<<<<<<<<< + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + */ + __pyx_t_10 = (((__pyx_v_count[0]) == 0) != 0); + if (__pyx_t_10) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":152 + * count = get_val(dict[f_i], null_word) + * if count[0] == 0: + * num_pairs = num_pairs + 1 # <<<<<<<<<<<<<< + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + */ + __pyx_v_num_pairs = (__pyx_v_num_pairs + 1); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":153 + * if count[0] == 0: + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 # <<<<<<<<<<<<<< + * for j from 0 <= j < J: + * if ealigned[j] == 0: + */ + (__pyx_v_count[0]) = ((__pyx_v_count[0]) + 1); + } + __pyx_L21:; + goto __pyx_L20; + } + __pyx_L20:; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":154 + * num_pairs = num_pairs + 1 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: # <<<<<<<<<<<<<< + * if ealigned[j] == 0: + * e_j = esent[j] + */ + __pyx_t_7 = __pyx_v_J; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_7; __pyx_v_j++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":155 + * count[0] = count[0] + 1 + * for j from 0 <= j < J: + * if ealigned[j] == 0: # <<<<<<<<<<<<<< + * e_j = esent[j] + * fmargin[null_word] = fmargin[null_word] + 1 + */ + __pyx_t_10 = (((__pyx_v_ealigned[__pyx_v_j]) == 0) != 0); + if (__pyx_t_10) { + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":156 + * for j from 0 <= j < J: + * if ealigned[j] == 0: + * e_j = esent[j] # <<<<<<<<<<<<<< + * fmargin[null_word] = fmargin[null_word] + 1 + * emargin[e_j] = emargin[e_j] + 1 + */ + __pyx_v_e_j = (__pyx_v_esent[__pyx_v_j]); 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+ + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":198 + * + * veb.max_val = -1 + * veb.min_val = -1 # <<<<<<<<<<<<<< + * veb.size = 0 + * return veb + */ + __pyx_v_veb->min_val = -1; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":199 + * veb.max_val = -1 + * veb.min_val = -1 + * veb.size = 0 # <<<<<<<<<<<<<< + * return veb + * + */ + __pyx_v_veb->size = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":200 + * veb.min_val = -1 + * veb.size = 0 + * return veb # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_veb; + goto __pyx_L0; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_WriteUnraisable("cdec.sa._sa.new_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":203 + * + * + * cdef int VEB_insert(_VEB* veb, int i): # <<<<<<<<<<<<<< + * cdef _VEB* subv + * cdef _BitSet* subb + */ + +static int __pyx_f_4cdec_2sa_3_sa_VEB_insert(struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { + struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_subv; 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+ if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":221 + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * if veb.bottom[a] == NULL: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.top + * VEB_insert(subv, a) + */ + __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":222 + * if veb.bottom[a] == NULL: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< + * VEB_insert(subv, a) + * else: + */ + __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":223 + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + * VEB_insert(subv, a) # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.top + */ + __pyx_f_4cdec_2sa_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_a); + goto __pyx_L6; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":225 + * VEB_insert(subv, a) + * else: + * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<< + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_subb = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":226 + * else: + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + */ + __pyx_f_4cdec_2sa_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_a); + } + __pyx_L6:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":227 + * subb = <_BitSet*> veb.top + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":228 + * bitset_insert(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) # <<<<<<<<<<<<<< + * else: + * veb.bottom[a] = new_BitSet() + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_4cdec_2sa_3_sa_new_VEB((1 << __pyx_v_veb->num_bottom_bits)); + goto __pyx_L7; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":230 + * veb.bottom[a] = new_VEB(1 << veb.num_bottom_bits) + * else: + * veb.bottom[a] = new_BitSet() # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + (__pyx_v_veb->bottom[__pyx_v_a]) = __pyx_f_4cdec_2sa_3_sa_new_BitSet(); + } + __pyx_L7:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":231 + * else: + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":232 + * veb.bottom[a] = new_BitSet() + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if VEB_insert(subv, b) == 0: + * return 0 + */ + __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":233 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * else: + */ + __pyx_t_3 = ((__pyx_f_4cdec_2sa_3_sa_VEB_insert(__pyx_v_subv, __pyx_v_b) == 0) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":234 + * subv = <_VEB*> veb.bottom[a] + * if VEB_insert(subv, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + goto __pyx_L8; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":236 + * return 0 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if bitset_insert(subb, b) == 0: + * return 0 + */ + __pyx_v_subb = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":237 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_t_3 = ((__pyx_f_4cdec_2sa_3_sa_bitset_insert(__pyx_v_subb, __pyx_v_b) == 0) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":238 + * subb = <_BitSet*> veb.bottom[a] + * if bitset_insert(subb, b) == 0: + * return 0 # <<<<<<<<<<<<<< + * + * if i > veb.max_val: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + __pyx_L8:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":240 + * return 0 + * + * if i > veb.max_val: # <<<<<<<<<<<<<< + * veb.max_val = i + * veb.size = veb.size + 1 + */ + __pyx_t_3 = ((__pyx_v_i > __pyx_v_veb->max_val) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":241 + * + * if i > veb.max_val: + * veb.max_val = i # <<<<<<<<<<<<<< + * veb.size = veb.size + 1 + * return 1 + */ + __pyx_v_veb->max_val = __pyx_v_i; + goto __pyx_L11; + } + __pyx_L11:; + } + __pyx_L3:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":242 + * if i > veb.max_val: + * veb.max_val = i + * veb.size = veb.size + 1 # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_v_veb->size = (__pyx_v_veb->size + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":243 + * veb.max_val = i + * veb.size = veb.size + 1 + * return 1 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 1; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":246 + * + * + * cdef del_VEB(_VEB* veb): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static PyObject *__pyx_f_4cdec_2sa_3_sa_del_VEB(struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_veb) { + int __pyx_v_i; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + PyObject *__pyx_t_3 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("del_VEB", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":249 + * cdef int i + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = (<_VEB*> veb.top).min_val + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":250 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = (<_VEB*> veb.top).min_val # <<<<<<<<<<<<<< + * else: + * i = (<_BitSet*> veb.top).min_val + */ + __pyx_t_2 = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top)->min_val; + __pyx_v_i = __pyx_t_2; + goto __pyx_L3; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":252 + * i = (<_VEB*> veb.top).min_val + * else: + * i = (<_BitSet*> veb.top).min_val # <<<<<<<<<<<<<< + * + * while i != -1: + */ + __pyx_t_2 = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top)->min_val; + __pyx_v_i = __pyx_t_2; + } + __pyx_L3:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":254 + * i = (<_BitSet*> veb.top).min_val + * + * while i != -1: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i != -1) != 0); + if (!__pyx_t_1) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":255 + * + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":256 + * while i != -1: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * del_VEB(<_VEB*> veb.bottom[i]) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.bottom[i]) + */ + __pyx_t_3 = __pyx_f_4cdec_2sa_3_sa_del_VEB(((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_i]))); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 256; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + goto __pyx_L6; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":258 + * del_VEB(<_VEB*> veb.bottom[i]) + * else: + * free(<_BitSet*> veb.bottom[i]) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + free(((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_i]))); + } + __pyx_L6:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":260 + * free(<_BitSet*> veb.bottom[i]) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":261 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * i = VEB_findsucc(<_VEB*> veb.top, i) # <<<<<<<<<<<<<< + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) + */ + __pyx_v_i = __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top), __pyx_v_i); + goto __pyx_L7; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":263 + * i = VEB_findsucc(<_VEB*> veb.top, i) + * else: + * i = bitset_findsucc(<_BitSet*> veb.top, i) # <<<<<<<<<<<<<< + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_i = __pyx_f_4cdec_2sa_3_sa_bitset_findsucc(((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top), __pyx_v_i); + } + __pyx_L7:; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":265 + * i = bitset_findsucc(<_BitSet*> veb.top, i) + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * del_VEB(<_VEB*> veb.top) + * else: + */ + __pyx_t_1 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":266 + * + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * del_VEB(<_VEB*> veb.top) # <<<<<<<<<<<<<< + * else: + * free(<_BitSet*> veb.top) + */ + __pyx_t_3 = __pyx_f_4cdec_2sa_3_sa_del_VEB(((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 266; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + goto __pyx_L8; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":268 + * del_VEB(<_VEB*> veb.top) + * else: + * free(<_BitSet*> veb.top) # <<<<<<<<<<<<<< + * free(veb.bottom) + * free(veb) + */ + free(((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top)); + } + __pyx_L8:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":269 + * else: + * free(<_BitSet*> veb.top) + * free(veb.bottom) # <<<<<<<<<<<<<< + * free(veb) + * + */ + free(__pyx_v_veb->bottom); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":270 + * free(<_BitSet*> veb.top) + * free(veb.bottom) + * free(veb) # <<<<<<<<<<<<<< + * + * + */ + free(__pyx_v_veb); + + __pyx_r = Py_None; __Pyx_INCREF(Py_None); + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_XDECREF(__pyx_t_3); + __Pyx_AddTraceback("cdec.sa._sa.del_VEB", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_XGIVEREF(__pyx_r); + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":273 + * + * + * cdef int VEB_findsucc(_VEB* veb, int i): # <<<<<<<<<<<<<< + * cdef _VEB* subv + * cdef _BitSet* subb + */ + +static int __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_veb, int __pyx_v_i) { + struct __pyx_t_4cdec_2sa_3_sa__VEB *__pyx_v_subv; + struct __pyx_t_4cdec_2sa_3_sa__BitSet *__pyx_v_subb; + int __pyx_v_a; + int __pyx_v_b; + int __pyx_v_j; + int __pyx_v_c; + int __pyx_v_found; + int __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("VEB_findsucc", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":278 + * cdef int a, b, j, c, found + * + * if veb.max_val == -1 or i>=veb.max_val: # <<<<<<<<<<<<<< + * return -1 + * if i < veb.min_val: + */ + __pyx_t_1 = ((__pyx_v_veb->max_val == -1) != 0); + if (!__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_i >= __pyx_v_veb->max_val) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":279 + * + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 # <<<<<<<<<<<<<< + * if i < veb.min_val: + * return veb.min_val + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":280 + * if veb.max_val == -1 or i>=veb.max_val: + * return -1 + * if i < veb.min_val: # <<<<<<<<<<<<<< + * return veb.min_val + * + */ + __pyx_t_3 = ((__pyx_v_i < __pyx_v_veb->min_val) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":281 + * return -1 + * if i < veb.min_val: + * return veb.min_val # <<<<<<<<<<<<<< + * + * a = i >> veb.num_bottom_bits + */ + __pyx_r = __pyx_v_veb->min_val; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":283 + * return veb.min_val + * + * a = i >> veb.num_bottom_bits # <<<<<<<<<<<<<< + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + */ + __pyx_v_a = (__pyx_v_i >> __pyx_v_veb->num_bottom_bits); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":284 + * + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] # <<<<<<<<<<<<<< + * found = 0 + * if veb.bottom[a] != NULL: + */ + __pyx_v_b = (__pyx_v_i & (__pyx_v_4cdec_2sa_3_sa_LOWER_MASK[(__pyx_v_veb->num_bottom_bits - 1)])); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":285 + * a = i >> veb.num_bottom_bits + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 # <<<<<<<<<<<<<< + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_found = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":286 + * b = i & LOWER_MASK[veb.num_bottom_bits-1] + * found = 0 + * if veb.bottom[a] != NULL: # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + */ + __pyx_t_3 = (((__pyx_v_veb->bottom[__pyx_v_a]) != NULL) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":287 + * found = 0 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":288 + * if veb.bottom[a] != NULL: + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + */ + __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":289 + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 + */ + __pyx_t_3 = ((__pyx_v_subv->max_val > __pyx_v_b) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":290 + * subv = <_VEB*> veb.bottom[a] + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) # <<<<<<<<<<<<<< + * found = 1 + * else: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_b)); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":291 + * if subv.max_val > b: + * j = (a << veb.num_bottom_bits) + VEB_findsucc(subv, b) + * found = 1 # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.bottom[a] + */ + __pyx_v_found = 1; + goto __pyx_L7; + } + __pyx_L7:; + goto __pyx_L6; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":293 + * found = 1 + * else: + * subb = <_BitSet*> veb.bottom[a] # <<<<<<<<<<<<<< + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + */ + __pyx_v_subb = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)(__pyx_v_veb->bottom[__pyx_v_a])); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":294 + * else: + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: # <<<<<<<<<<<<<< + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + */ + __pyx_t_3 = ((__pyx_v_subb->max_val > __pyx_v_b) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":295 + * subb = <_BitSet*> veb.bottom[a] + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) # <<<<<<<<<<<<<< + * found = 1 + * if found==0: + */ + __pyx_v_j = ((__pyx_v_a << __pyx_v_veb->num_bottom_bits) + __pyx_f_4cdec_2sa_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_b)); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":296 + * if subb.max_val > b: + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 # <<<<<<<<<<<<<< + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + */ + __pyx_v_found = 1; + goto __pyx_L8; + } + __pyx_L8:; + } + __pyx_L6:; + goto __pyx_L5; + } + __pyx_L5:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":297 + * j = (a << veb.num_bottom_bits) + bitset_findsucc(subb, b) + * found = 1 + * if found==0: # <<<<<<<<<<<<<< + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + */ + __pyx_t_3 = ((__pyx_v_found == 0) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":298 + * found = 1 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) + */ + __pyx_t_3 = ((__pyx_v_veb->top_universe_size > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":299 + * if found==0: + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top # <<<<<<<<<<<<<< + * c = VEB_findsucc(subv, a) + * else: + */ + __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)__pyx_v_veb->top); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":300 + * if veb.top_universe_size > MIN_BOTTOM_SIZE: + * subv = <_VEB*> veb.top + * c = VEB_findsucc(subv, a) # <<<<<<<<<<<<<< + * else: + * subb = <_BitSet*> veb.top + */ + __pyx_v_c = __pyx_f_4cdec_2sa_3_sa_VEB_findsucc(__pyx_v_subv, __pyx_v_a); + goto __pyx_L10; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":302 + * c = VEB_findsucc(subv, a) + * else: + * subb = <_BitSet*> veb.top # <<<<<<<<<<<<<< + * c = bitset_findsucc(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + */ + __pyx_v_subb = ((struct __pyx_t_4cdec_2sa_3_sa__BitSet *)__pyx_v_veb->top); + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":303 + * else: + * subb = <_BitSet*> veb.top + * c = bitset_findsucc(subb, a) # <<<<<<<<<<<<<< + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[c] + */ + __pyx_v_c = __pyx_f_4cdec_2sa_3_sa_bitset_findsucc(__pyx_v_subb, __pyx_v_a); + } + __pyx_L10:; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":304 + * subb = <_BitSet*> veb.top + * c = bitset_findsucc(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: # <<<<<<<<<<<<<< + * subv = <_VEB*> veb.bottom[c] + * j = (c << veb.num_bottom_bits) + subv.min_val + */ + __pyx_t_3 = ((__pyx_v_veb->num_bottom_bits > __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":305 + * c = bitset_findsucc(subb, a) + * if veb.num_bottom_bits > MIN_BOTTOM_BITS: + * subv = <_VEB*> veb.bottom[c] # <<<<<<<<<<<<<< + * j = (c << veb.num_bottom_bits) + subv.min_val + * else: + */ + __pyx_v_subv = ((struct __pyx_t_4cdec_2sa_3_sa__VEB *)(__pyx_v_veb->bottom[__pyx_v_c])); 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+ goto __pyx_L11; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":321 + * queue._append(-1) + * else: + * for l from 1 <= l <= max_pattern_len: # <<<<<<<<<<<<<< + * node = frequent_patterns._contains(data.arr+i, l) + * if node == NULL: + */ + __pyx_t_17 = __pyx_v_max_pattern_len; + for (__pyx_v_l = 1; __pyx_v_l <= __pyx_t_17; __pyx_v_l++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":322 + * else: + * for l from 1 <= l <= max_pattern_len: + * node = frequent_patterns._contains(data.arr+i, l) # <<<<<<<<<<<<<< + * if node == NULL: + * break + */ + __pyx_v_node = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_TrieMap *)__pyx_v_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i), __pyx_v_l); + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":323 + * for l from 1 <= l <= max_pattern_len: + * node = frequent_patterns._contains(data.arr+i, l) + * if node == NULL: # <<<<<<<<<<<<<< + * break + * queue._append(i) + */ + __pyx_t_12 = ((__pyx_v_node == NULL) != 0); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 327; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + } + __pyx_L13_break:; + } + __pyx_L11:; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":329 + * trie_node_data_append(node, i) + * + * logger.info(" Computing collocations...") # <<<<<<<<<<<<<< + * N = len(queue) + * ptr1 = 0 + */ + __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logger); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_3 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__info); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_3, ((PyObject *)__pyx_k_tuple_79), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 329; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_3); __pyx_t_3 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":330 + * + * logger.info(" Computing collocations...") + * N = len(queue) # <<<<<<<<<<<<<< + * ptr1 = 0 + * sent_count = 0 + */ + __pyx_t_2 = PyObject_Length(((PyObject *)__pyx_v_queue)); if (unlikely(__pyx_t_2 == -1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_N = __pyx_t_2; + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":331 + * logger.info(" Computing collocations...") + * N = len(queue) + * ptr1 = 0 # <<<<<<<<<<<<<< + * sent_count = 0 + * while ptr1 < N: # main loop + */ + __pyx_v_ptr1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":332 + * N = len(queue) + * ptr1 = 0 + * sent_count = 0 # <<<<<<<<<<<<<< + * while ptr1 < N: # main loop + * i1 = queue.arr[ptr1] + */ + __pyx_v_sent_count = 0; 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+ + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":347 + * l1+l2+1 <= self.max_length): + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) # <<<<<<<<<<<<<< + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) + */ + __pyx_v_node = __pyx_f_4cdec_2sa_3_sa_trie_insert(__pyx_v_node, -1); + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":348 + * node = collocations._insert(data.arr+i1, l1) + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: # <<<<<<<<<<<<<< + * node = trie_insert(node, data.arr[i]) + * trie_node_data_append(node, i1) + */ + __pyx_t_14 = (__pyx_v_i2 + __pyx_v_l2); + for (__pyx_v_i = __pyx_v_i2; __pyx_v_i < __pyx_t_14; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":349 + * node = trie_insert(node, -1) + * for i from i2 <= i < i2+l2: + * node = trie_insert(node, data.arr[i]) # <<<<<<<<<<<<<< + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + */ + __pyx_v_node = __pyx_f_4cdec_2sa_3_sa_trie_insert(__pyx_v_node, (__pyx_v_data->arr[__pyx_v_i])); 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if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 351; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":352 + * trie_node_data_append(node, i1) + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: # <<<<<<<<<<<<<< + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: + * is_super = 1 + */ + __pyx_t_12 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i2), __pyx_v_l2) != NULL) != 0); + if (__pyx_t_12) { + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":353 + * trie_node_data_append(node, i2) + * if super_frequent_patterns._contains(data.arr+i2, l2) != NULL: + * if super_frequent_patterns._contains(data.arr+i1, l1) != NULL: # <<<<<<<<<<<<<< + * is_super = 1 + * else: + */ + __pyx_t_12 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_TrieMap *)__pyx_v_super_frequent_patterns->__pyx_vtab)->_contains(__pyx_v_super_frequent_patterns, (__pyx_v_data->arr + __pyx_v_i1), __pyx_v_l1) != NULL) != 0); 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+ if (!__pyx_t_12) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":359 + * ptr3 = ptr2 + 2 + * while ptr3 < N: + * i3 = queue.arr[ptr3] # <<<<<<<<<<<<<< + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break + */ + __pyx_v_i3 = (__pyx_v_queue->arr[__pyx_v_ptr3]); + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":360 + * while ptr3 < N: + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: # <<<<<<<<<<<<<< + * break + * l3 = queue.arr[ptr3+1] + */ + __pyx_t_12 = ((__pyx_v_i3 == -1) != 0); + if (!__pyx_t_12) { + __pyx_t_19 = (((__pyx_v_i3 - __pyx_v_i1) >= __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_20 = __pyx_t_19; + } else { + __pyx_t_20 = __pyx_t_12; + } + if (__pyx_t_20) { + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":361 + * i3 = queue.arr[ptr3] + * if i3 == -1 or i3 - i1 >= self.train_max_initial_size: + * break # <<<<<<<<<<<<<< + * l3 = queue.arr[ptr3+1] + * if (i3 - i2 - l2 >= self.train_min_gap_size and + */ + goto __pyx_L27_break; 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If None, defaults to max_nonterminals+1 + * max_chunks=None, # <<<<<<<<<<<<<< + * # maximum span of a grammar rule in TEST DATA + * unsigned max_initial_size=10, + */ + values[3] = ((PyObject *)Py_None); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":322 + * unsigned max_nonterminals=2, + * # maximum number of contiguous chunks of terminal symbols in target-side RHS of a rule. If None, defaults to max_nonterminals+1 + * max_target_chunks=None, # <<<<<<<<<<<<<< + * # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size + * max_target_length=None, + */ + values[7] = ((PyObject *)Py_None); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":324 + * max_target_chunks=None, + * # maximum number of target side symbols (both T and NT) allowed in a rule. If None, defaults to max_initial_size + * max_target_length=None, # <<<<<<<<<<<<<< + * # minimum span of a nonterminal in the RHS of a rule in TEST DATA + * unsigned min_gap_size=2, + */ + values[8] = ((PyObject *)Py_None); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":328 + * unsigned min_gap_size=2, + * # filename of file containing precomputed collocations + * precompute_file=None, # <<<<<<<<<<<<<< + * # maximum frequency rank of patterns used to compute triples (don't set higher than 20). + * unsigned precompute_secondary_rank=20, + */ + values[10] = ((PyObject *)Py_None); + if (unlikely(__pyx_kwds)) { + Py_ssize_t kw_args; + const Py_ssize_t pos_args = PyTuple_GET_SIZE(__pyx_args); + switch (pos_args) { + case 21: values[20] = PyTuple_GET_ITEM(__pyx_args, 20); + case 20: values[19] = PyTuple_GET_ITEM(__pyx_args, 19); + case 19: values[18] = PyTuple_GET_ITEM(__pyx_args, 18); + case 18: values[17] = PyTuple_GET_ITEM(__pyx_args, 17); + case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16); + case 16: values[15] = PyTuple_GET_ITEM(__pyx_args, 15); + case 15: values[14] = PyTuple_GET_ITEM(__pyx_args, 14); + case 14: values[13] = PyTuple_GET_ITEM(__pyx_args, 13); + case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12); + case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11); + case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10); + case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9); + case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8); + case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7); + case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); + case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5); + case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + case 0: break; + default: goto __pyx_L5_argtuple_error; + } + kw_args = PyDict_Size(__pyx_kwds); + switch (pos_args) { + case 0: + if (likely((values[0] = PyDict_GetItem(__pyx_kwds, __pyx_n_s__alignment)) != 0)) kw_args--; + else goto __pyx_L5_argtuple_error; + case 1: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__by_slack_factor); + if (value) { values[1] = value; kw_args--; } + } + case 2: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__category); + if (value) { values[2] = value; kw_args--; } + } + case 3: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_chunks); + if (value) { values[3] = value; kw_args--; } + } + case 4: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_initial_size); + if (value) { values[4] = value; kw_args--; } + } + case 5: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_length); + if (value) { values[5] = value; kw_args--; } + } + case 6: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_nonterminals); + if (value) { values[6] = value; kw_args--; } + } + case 7: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_target_chunks); + if (value) { values[7] = value; kw_args--; } + } + case 8: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__max_target_length); + if (value) { values[8] = value; kw_args--; } + } + case 9: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__min_gap_size); + if (value) { values[9] = value; kw_args--; } + } + case 10: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__precompute_file); + if (value) { values[10] = value; kw_args--; } + } + case 11: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_72); + if (value) { values[11] = value; kw_args--; } + } + case 12: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__precompute_rank); + if (value) { values[12] = value; kw_args--; } + } + case 13: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_107); + if (value) { values[13] = value; kw_args--; } + } + case 14: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_108); + if (value) { values[14] = value; kw_args--; } + } + case 15: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s_73); + if (value) { values[15] = value; kw_args--; } + } + case 16: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__train_min_gap_size); + if (value) { values[16] = value; kw_args--; } + } + case 17: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__tight_phrases); + if (value) { values[17] = value; kw_args--; } + } + case 18: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_baeza_yates); + if (value) { values[18] = value; kw_args--; } + } + case 19: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_collocations); + if (value) { values[19] = value; kw_args--; } + } + case 20: + if (kw_args > 0) { + PyObject* value = PyDict_GetItem(__pyx_kwds, __pyx_n_s__use_index); + if (value) { values[20] = value; kw_args--; } + } + } + if (unlikely(kw_args > 0)) { + if (unlikely(__Pyx_ParseOptionalKeywords(__pyx_kwds, __pyx_pyargnames, 0, values, pos_args, "__cinit__") < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 306; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } + } else { + switch (PyTuple_GET_SIZE(__pyx_args)) { + case 21: values[20] = PyTuple_GET_ITEM(__pyx_args, 20); + case 20: values[19] = PyTuple_GET_ITEM(__pyx_args, 19); + case 19: values[18] = PyTuple_GET_ITEM(__pyx_args, 18); + case 18: values[17] = PyTuple_GET_ITEM(__pyx_args, 17); + case 17: values[16] = PyTuple_GET_ITEM(__pyx_args, 16); + case 16: values[15] = PyTuple_GET_ITEM(__pyx_args, 15); + case 15: values[14] = PyTuple_GET_ITEM(__pyx_args, 14); + case 14: values[13] = PyTuple_GET_ITEM(__pyx_args, 13); + case 13: values[12] = PyTuple_GET_ITEM(__pyx_args, 12); + case 12: values[11] = PyTuple_GET_ITEM(__pyx_args, 11); + case 11: values[10] = PyTuple_GET_ITEM(__pyx_args, 10); + case 10: values[9] = PyTuple_GET_ITEM(__pyx_args, 9); + case 9: values[8] = PyTuple_GET_ITEM(__pyx_args, 8); + case 8: values[7] = PyTuple_GET_ITEM(__pyx_args, 7); + case 7: values[6] = PyTuple_GET_ITEM(__pyx_args, 6); + case 6: values[5] = PyTuple_GET_ITEM(__pyx_args, 5); + case 5: values[4] = PyTuple_GET_ITEM(__pyx_args, 4); + case 4: values[3] = PyTuple_GET_ITEM(__pyx_args, 3); + case 3: values[2] = PyTuple_GET_ITEM(__pyx_args, 2); + case 2: values[1] = PyTuple_GET_ITEM(__pyx_args, 1); + case 1: values[0] = PyTuple_GET_ITEM(__pyx_args, 0); + break; + default: goto __pyx_L5_argtuple_error; + } + } + __pyx_v_alignment = ((struct __pyx_obj_4cdec_2sa_3_sa_Alignment *)values[0]); + if (values[1]) { + __pyx_v_by_slack_factor = __pyx_PyFloat_AsFloat(values[1]); if (unlikely((__pyx_v_by_slack_factor == (float)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 310; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":310 + * Alignment alignment, + * # parameter for double-binary search; doesn't seem to matter much + * float by_slack_factor=1.0, # <<<<<<<<<<<<<< + * # name of generic nonterminal used by Hiero + * char* category="[X]", + */ + __pyx_v_by_slack_factor = ((float)1.0); + } + if (values[2]) { + __pyx_v_category = __Pyx_PyObject_AsString(values[2]); if (unlikely((!__pyx_v_category) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 312; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_category = ((char *)__pyx_k_109); + } + __pyx_v_max_chunks = values[3]; + if (values[4]) { + __pyx_v_max_initial_size = __Pyx_PyInt_AsUnsignedInt(values[4]); if (unlikely((__pyx_v_max_initial_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 316; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_max_initial_size = ((unsigned int)10); + } + if (values[5]) { + __pyx_v_max_length = __Pyx_PyInt_AsUnsignedInt(values[5]); if (unlikely((__pyx_v_max_length == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 318; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_max_length = ((unsigned int)5); + } + if (values[6]) { + __pyx_v_max_nonterminals = __Pyx_PyInt_AsUnsignedInt(values[6]); if (unlikely((__pyx_v_max_nonterminals == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 320; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_max_nonterminals = ((unsigned int)2); + } + __pyx_v_max_target_chunks = values[7]; + __pyx_v_max_target_length = values[8]; + if (values[9]) { + __pyx_v_min_gap_size = __Pyx_PyInt_AsUnsignedInt(values[9]); if (unlikely((__pyx_v_min_gap_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 326; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_min_gap_size = ((unsigned int)2); + } + __pyx_v_precompute_file = values[10]; + if (values[11]) { + __pyx_v_precompute_secondary_rank = __Pyx_PyInt_AsUnsignedInt(values[11]); if (unlikely((__pyx_v_precompute_secondary_rank == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 330; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_precompute_secondary_rank = ((unsigned int)20); + } + if (values[12]) { + __pyx_v_precompute_rank = __Pyx_PyInt_AsUnsignedInt(values[12]); if (unlikely((__pyx_v_precompute_rank == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 332; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_precompute_rank = ((unsigned int)100); + } + if (values[13]) { + __pyx_v_require_aligned_terminal = __Pyx_PyObject_IsTrue(values[13]); if (unlikely((__pyx_v_require_aligned_terminal == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 334; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":334 + * unsigned precompute_rank=100, + * # require extracted rules to have at least one aligned word + * bint require_aligned_terminal=True, # <<<<<<<<<<<<<< + * # require each contiguous chunk of extracted rules to have at least one aligned word + * bint require_aligned_chunks=False, + */ + __pyx_v_require_aligned_terminal = ((int)1); + } + if (values[14]) { + __pyx_v_require_aligned_chunks = __Pyx_PyObject_IsTrue(values[14]); if (unlikely((__pyx_v_require_aligned_chunks == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 336; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":336 + * bint require_aligned_terminal=True, + * # require each contiguous chunk of extracted rules to have at least one aligned word + * bint require_aligned_chunks=False, # <<<<<<<<<<<<<< + * # maximum span of a grammar rule extracted from TRAINING DATA + * unsigned train_max_initial_size=10, + */ + __pyx_v_require_aligned_chunks = ((int)0); + } + if (values[15]) { + __pyx_v_train_max_initial_size = __Pyx_PyInt_AsUnsignedInt(values[15]); if (unlikely((__pyx_v_train_max_initial_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 338; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_train_max_initial_size = ((unsigned int)10); + } + if (values[16]) { + __pyx_v_train_min_gap_size = __Pyx_PyInt_AsUnsignedInt(values[16]); if (unlikely((__pyx_v_train_min_gap_size == (unsigned int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + __pyx_v_train_min_gap_size = ((unsigned int)2); + } + if (values[17]) { + __pyx_v_tight_phrases = __Pyx_PyObject_IsTrue(values[17]); if (unlikely((__pyx_v_tight_phrases == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 342; __pyx_clineno = __LINE__; goto __pyx_L3_error;} + } else { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":342 + * unsigned train_min_gap_size=2, + * # False if phrases should be loose (better but slower), True otherwise + * bint tight_phrases=True, # <<<<<<<<<<<<<< + * # True to require use of double-binary alg, false otherwise + * bint use_baeza_yates=True, + */ + __pyx_v_tight_phrases = ((int)1); + } + if (values[18]) { + __pyx_v_use_baeza_yates = __Pyx_PyObject_IsTrue(values[18]); 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+ __pyx_t_6 = log(2.0); + if (unlikely(__pyx_t_6 == 0)) { + #ifdef WITH_THREAD + PyGILState_STATE __pyx_gilstate_save = PyGILState_Ensure(); + #endif + PyErr_Format(PyExc_ZeroDivisionError, "float division"); + #ifdef WITH_THREAD + PyGILState_Release(__pyx_gilstate_save); + #endif + {__pyx_filename = __pyx_f[8]; __pyx_lineno = 558; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + __pyx_t_3 = (((__pyx_t_5 / __pyx_t_6) > __pyx_v_dsetsize) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":559 + * + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) # <<<<<<<<<<<<<< + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) + * + */ + free(__pyx_v_result); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":560 + * if self.by_slack_factor * qsetsize * log(dsetsize) / log(2) > dsetsize: + * free(result) + * return self.merge_helper(low1, high1, arr1, step1, low2, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, result_len) # <<<<<<<<<<<<<< + * + * # binary search. There are two flavors, depending on + */ + __pyx_r = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->merge_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, __pyx_v_result_len); + goto __pyx_L0; + goto __pyx_L8; + } + __pyx_L8:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":564 + * # binary search. There are two flavors, depending on + * # whether the queryset or dataset is first + * if d_first: # <<<<<<<<<<<<<< + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":565 + * # whether the queryset or dataset is first + * if d_first: + * med2 = median(low2, high2, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + */ + __pyx_v_med2 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_low2, __pyx_v_high2, __pyx_v_step2); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":566 + * if d_first: + * med2 = median(low2, high2, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * + * search_low = low1 + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":568 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * + * search_low = low1 # <<<<<<<<<<<<<< + * search_high = high1 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":569 + * + * search_low = low1 + * search_high = high1 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + */ + __pyx_v_search_high = __pyx_v_high1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":570 + * search_low = low1 + * search_high = high1 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":571 + * search_high = high1 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med1 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":572 + * while search_low < search_high: + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_4cdec_2sa_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":573 + * med1 = median(search_low, search_high, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_low = med1_plus + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":576 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + switch (__pyx_v_comparison) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":574 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_low = med1_plus + * elif comparison == 1: + */ + case -1: + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":575 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_low = med1_plus # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_high = med1_minus + */ + __pyx_v_search_low = __pyx_v_med1_plus; + break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":576 + * if comparison == -1: + * search_low = med1_plus + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_high = med1_minus + * else: + */ + case 1: + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":577 + * search_low = med1_plus + * elif comparison == 1: + * search_high = med1_minus # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_high = __pyx_v_med1_minus; + break; + default: + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":579 + * search_high = med1_minus + * else: + * break # <<<<<<<<<<<<<< + * else: + * med1 = median(low1, high1, step1) + */ + goto __pyx_L11_break; + break; + } + } + __pyx_L11_break:; + goto __pyx_L9; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":581 + * break + * else: + * med1 = median(low1, high1, step1) # <<<<<<<<<<<<<< + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + */ + __pyx_v_med1 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_low1, __pyx_v_high1, __pyx_v_step1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":582 + * else: + * med1 = median(low1, high1, step1) + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) # <<<<<<<<<<<<<< + * + * search_low = low2 + */ + __pyx_f_4cdec_2sa_3_sa_find_comparable_matchings(__pyx_v_low1, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med1, (&__pyx_v_med1_minus), (&__pyx_v_med1_plus)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":584 + * find_comparable_matchings(low1, high1, arr1, step1, med1, &med1_minus, &med1_plus) + * + * search_low = low2 # <<<<<<<<<<<<<< + * search_high = high2 + * while search_low < search_high: + */ + __pyx_v_search_low = __pyx_v_low2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":585 + * + * search_low = low2 + * search_high = high2 # <<<<<<<<<<<<<< + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + */ + __pyx_v_search_high = __pyx_v_high2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":586 + * search_low = low2 + * search_high = high2 + * while search_low < search_high: # <<<<<<<<<<<<<< + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_search_low < __pyx_v_search_high) != 0); + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":587 + * search_high = high2 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + */ + __pyx_v_med2 = __pyx_f_4cdec_2sa_3_sa_median(__pyx_v_search_low, __pyx_v_search_high, __pyx_v_step2); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":588 + * while search_low < search_high: + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_med2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":589 + * med2 = median(search_low, search_high, step2) + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == -1: + * search_high = med2 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings_set(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":592 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + switch (__pyx_v_comparison) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":590 + * assign_matching(&loc2, arr2, med2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: # <<<<<<<<<<<<<< + * search_high = med2 + * elif comparison == 1: + */ + case -1: + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":591 + * comparison = self.compare_matchings_set(med1_minus, med1_plus, arr1, step1, &loc2, offset_by_one, len_last) + * if comparison == -1: + * search_high = med2 # <<<<<<<<<<<<<< + * elif comparison == 1: + * search_low = med2 + step2 + */ + __pyx_v_search_high = __pyx_v_med2; + break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":592 + * if comparison == -1: + * search_high = med2 + * elif comparison == 1: # <<<<<<<<<<<<<< + * search_low = med2 + step2 + * else: + */ + case 1: + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":593 + * search_high = med2 + * elif comparison == 1: + * search_low = med2 + step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_search_low = (__pyx_v_med2 + __pyx_v_step2); + break; + default: + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":595 + * search_low = med2 + step2 + * else: + * break # <<<<<<<<<<<<<< + * + * med_result_len = 0 + */ + goto __pyx_L13_break; + break; + } + } + __pyx_L13_break:; + } + __pyx_L9:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":597 + * break + * + * med_result_len = 0 # <<<<<<<<<<<<<< + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: + */ + __pyx_v_med_result_len = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":598 + * + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) # <<<<<<<<<<<<<< + * if search_high > search_low: + * # Then there is a match for the median element of Q + */ + __pyx_v_med_result = ((int *)malloc((0 * (sizeof(int *))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":599 + * med_result_len = 0 + * med_result = malloc(0*sizeof(int*)) + * if search_high > search_low: # <<<<<<<<<<<<<< + * # Then there is a match for the median element of Q + * # What we want to find is the group of all bindings in the first set + */ + __pyx_t_3 = ((__pyx_v_search_high > __pyx_v_search_low) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":605 + * # want to store the bindings for all of those elements. We can + * # subsequently throw all of them away. + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + step2 + * i1 = med1_minus + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":606 + * # subsequently throw all of them away. + * med2_minus = med2 + * med2_plus = med2 + step2 # <<<<<<<<<<<<<< + * i1 = med1_minus + * while i1 < med1_plus: + */ + __pyx_v_med2_plus = (__pyx_v_med2 + __pyx_v_step2); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":607 + * med2_minus = med2 + * med2_plus = med2 + step2 + * i1 = med1_minus # <<<<<<<<<<<<<< + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_med1_minus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":608 + * med2_plus = med2 + step2 + * i1 = med1_minus + * while i1 < med1_plus: # <<<<<<<<<<<<<< + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_med1_plus) != 0); + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":609 + * i1 = med1_minus + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":610 + * while i1 < med1_plus: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + */ + while (1) { + __pyx_t_3 = (((__pyx_v_med2_minus - __pyx_v_step2) >= __pyx_v_low2) != 0); + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":611 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, (__pyx_v_med2_minus - __pyx_v_step2), __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":612 + * while med2_minus-step2 >= low2: + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus - step2 + * else: + */ + __pyx_t_3 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) < 1) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":613 + * assign_matching(&loc2, arr2, med2_minus-step2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) < 1: + * med2_minus = med2_minus - step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus - __pyx_v_step2); + goto __pyx_L19; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":615 + * med2_minus = med2_minus - step2 + * else: + * break # <<<<<<<<<<<<<< + * i2 = med2_minus + * while i2 < high2: + */ + goto __pyx_L18_break; + } + __pyx_L19:; + } + __pyx_L18_break:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":616 + * else: + * break + * i2 = med2_minus # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_v_i2 = __pyx_v_med2_minus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":617 + * break + * i2 = med2_minus + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":618 + * i2 = med2_minus + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":619 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * pass + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":620 + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + */ + __pyx_t_3 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":622 + * if comparison == 0: + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) # <<<<<<<<<<<<<< + * if comparison == -1: + * break + */ + __pyx_v_med_result = __pyx_f_4cdec_2sa_3_sa_append_combined_matching(__pyx_v_med_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, (&__pyx_v_med_result_len)); + goto __pyx_L22; + } + __pyx_L22:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":623 + * pass + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: # <<<<<<<<<<<<<< + * break + * i2 = i2 + step2 + */ + __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":624 + * med_result = append_combined_matching(med_result, &loc1, &loc2, offset_by_one, num_subpatterns, &med_result_len) + * if comparison == -1: + * break # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * if i2 > med2_plus: + */ + goto __pyx_L21_break; + goto __pyx_L23; + } + __pyx_L23:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":625 + * if comparison == -1: + * break + * i2 = i2 + step2 # <<<<<<<<<<<<<< + * if i2 > med2_plus: + * med2_plus = i2 + */ + __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); + } + __pyx_L21_break:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":626 + * break + * i2 = i2 + step2 + * if i2 > med2_plus: # <<<<<<<<<<<<<< + * med2_plus = i2 + * i1 = i1 + step1 + */ + __pyx_t_3 = ((__pyx_v_i2 > __pyx_v_med2_plus) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":627 + * i2 = i2 + step2 + * if i2 > med2_plus: + * med2_plus = i2 # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * + */ + __pyx_v_med2_plus = __pyx_v_i2; + goto __pyx_L24; + } + __pyx_L24:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":628 + * if i2 > med2_plus: + * med2_plus = i2 + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * + * tmp = med1_minus + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":630 + * i1 = i1 + step1 + * + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":631 + * + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * else: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":632 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * else: + * # No match; need to figure out the point of division in D and Q + */ + __pyx_v_med1_plus = __pyx_v_tmp; + goto __pyx_L14; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":635 + * else: + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 # <<<<<<<<<<<<<< + * med2_plus = med2 + * if d_first: + */ + __pyx_v_med2_minus = __pyx_v_med2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":636 + * # No match; need to figure out the point of division in D and Q + * med2_minus = med2 + * med2_plus = med2 # <<<<<<<<<<<<<< + * if d_first: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med2_plus = __pyx_v_med2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":637 + * med2_minus = med2 + * med2_plus = med2 + * if d_first: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * if comparison == -1: + */ + __pyx_t_3 = (__pyx_v_d_first != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":638 + * med2_plus = med2 + * if d_first: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * if comparison == -1: + * med1_minus = med1_plus + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":639 + * if d_first: + * med2_minus = med2_minus + step2 + * if comparison == -1: # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * if comparison == 1: + */ + __pyx_t_3 = ((__pyx_v_comparison == -1) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":640 + * med2_minus = med2_minus + step2 + * if comparison == -1: + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * if comparison == 1: + * med1_plus = med1_minus + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":641 + * if comparison == -1: + * med1_minus = med1_plus + * if comparison == 1: # <<<<<<<<<<<<<< + * med1_plus = med1_minus + * else: + */ + __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":642 + * med1_minus = med1_plus + * if comparison == 1: + * med1_plus = med1_minus # <<<<<<<<<<<<<< + * else: + * tmp = med1_minus + */ + __pyx_v_med1_plus = __pyx_v_med1_minus; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L25; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":644 + * med1_plus = med1_minus + * else: + * tmp = med1_minus # <<<<<<<<<<<<<< + * med1_minus = med1_plus + * med1_plus = tmp + */ + __pyx_v_tmp = __pyx_v_med1_minus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":645 + * else: + * tmp = med1_minus + * med1_minus = med1_plus # <<<<<<<<<<<<<< + * med1_plus = tmp + * if comparison == 1: + */ + __pyx_v_med1_minus = __pyx_v_med1_plus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":646 + * tmp = med1_minus + * med1_minus = med1_plus + * med1_plus = tmp # <<<<<<<<<<<<<< + * if comparison == 1: + * med2_minus = med2_minus + step2 + */ + __pyx_v_med1_plus = __pyx_v_tmp; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":647 + * med1_minus = med1_plus + * med1_plus = tmp + * if comparison == 1: # <<<<<<<<<<<<<< + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 + */ + __pyx_t_3 = ((__pyx_v_comparison == 1) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":648 + * med1_plus = tmp + * if comparison == 1: + * med2_minus = med2_minus + step2 # <<<<<<<<<<<<<< + * med2_plus = med2_plus + step2 + * + */ + __pyx_v_med2_minus = (__pyx_v_med2_minus + __pyx_v_step2); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":649 + * if comparison == 1: + * med2_minus = med2_minus + step2 + * med2_plus = med2_plus + step2 # <<<<<<<<<<<<<< + * + * low_result_len = 0 + */ + __pyx_v_med2_plus = (__pyx_v_med2_plus + __pyx_v_step2); + goto __pyx_L28; + } + __pyx_L28:; + } + __pyx_L25:; + } + __pyx_L14:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":651 + * med2_plus = med2_plus + step2 + * + * low_result_len = 0 # <<<<<<<<<<<<<< + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + */ + __pyx_v_low_result_len = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":652 + * + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) # <<<<<<<<<<<<<< + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + */ + __pyx_v_low_result = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_low1, __pyx_v_med1_plus, __pyx_v_arr1, __pyx_v_step1, __pyx_v_low2, __pyx_v_med2_plus, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_low_result_len)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":653 + * low_result_len = 0 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 # <<<<<<<<<<<<<< + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + */ + __pyx_v_high_result_len = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":654 + * low_result = self.baeza_yates_helper(low1, med1_plus, arr1, step1, low2, med2_plus, arr2, step2, offset_by_one, len_last, num_subpatterns, &low_result_len) + * high_result_len = 0 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) # <<<<<<<<<<<<<< + * + * result = extend_arr(result, result_len, low_result, low_result_len) + */ + __pyx_v_high_result = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->baeza_yates_helper(__pyx_v_self, __pyx_v_med1_minus, __pyx_v_high1, __pyx_v_arr1, __pyx_v_step1, __pyx_v_med2_minus, __pyx_v_high2, __pyx_v_arr2, __pyx_v_step2, __pyx_v_offset_by_one, __pyx_v_len_last, __pyx_v_num_subpatterns, (&__pyx_v_high_result_len)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":656 + * high_result = self.baeza_yates_helper(med1_minus, high1, arr1, step1, med2_minus, high2, arr2, step2, offset_by_one, len_last, num_subpatterns, &high_result_len) + * + * result = extend_arr(result, result_len, low_result, low_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + */ + __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_low_result, __pyx_v_low_result_len); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":657 + * + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) # <<<<<<<<<<<<<< + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + */ + __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_med_result, __pyx_v_med_result_len); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":658 + * result = extend_arr(result, result_len, low_result, low_result_len) + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) # <<<<<<<<<<<<<< + * free(low_result) + * free(med_result) + */ + __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_extend_arr(__pyx_v_result, __pyx_v_result_len, __pyx_v_high_result, __pyx_v_high_result_len); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":659 + * result = extend_arr(result, result_len, med_result, med_result_len) + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) # <<<<<<<<<<<<<< + * free(med_result) + * free(high_result) + */ + free(__pyx_v_low_result); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":660 + * result = extend_arr(result, result_len, high_result, high_result_len) + * free(low_result) + * free(med_result) # <<<<<<<<<<<<<< + * free(high_result) + * + */ + free(__pyx_v_med_result); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":661 + * free(low_result) + * free(med_result) + * free(high_result) # <<<<<<<<<<<<<< + * + * return result + */ + free(__pyx_v_high_result); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":663 + * free(high_result) + * + * return result # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_result; + goto __pyx_L0; + + __pyx_r = 0; + goto __pyx_L0; + __pyx_L1_error:; + __Pyx_WriteUnraisable("cdec.sa._sa.HieroCachingRuleFactory.baeza_yates_helper", __pyx_clineno, __pyx_lineno, __pyx_filename); + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":667 + * + * + * cdef long compare_matchings_set(self, int i1_minus, int i1_plus, int* arr1, int step1, # <<<<<<<<<<<<<< + * Matching* loc2, int offset_by_one, int len_last): + * """ + */ + +static long __pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings_set(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_i1_minus, int __pyx_v_i1_plus, int *__pyx_v_arr1, int __pyx_v_step1, struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i1; + int __pyx_v_comparison; + int __pyx_v_prev_comparison; + struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_l1_stack; + struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc1; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + __Pyx_RefNannySetupContext("compare_matchings_set", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":678 + * cdef Matching* loc1 + * + * loc1 = &l1_stack # <<<<<<<<<<<<<< + * + * i1 = i1_minus + */ + __pyx_v_loc1 = (&__pyx_v_l1_stack); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":680 + * loc1 = &l1_stack + * + * i1 = i1_minus # <<<<<<<<<<<<<< + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_i1 = __pyx_v_i1_minus; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":681 + * + * i1 = i1_minus + * while i1 < i1_plus: # <<<<<<<<<<<<<< + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_i1_plus) != 0); + if (!__pyx_t_1) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":682 + * i1 = i1_minus + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching(__pyx_v_loc1, __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":683 + * while i1 < i1_plus: + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * prev_comparison = 0 + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, __pyx_v_loc1, __pyx_v_loc2, __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":684 + * assign_matching(loc1, arr1, i1, step1, self.fda.sent_id.arr) + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":685 + * comparison = self.compare_matchings(loc1, loc2, offset_by_one, len_last) + * if comparison == 0: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * elif i1 == i1_minus: + */ + __pyx_v_prev_comparison = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":686 + * if comparison == 0: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * elif i1 == i1_minus: + * prev_comparison = comparison + */ + goto __pyx_L4_break; + goto __pyx_L5; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":687 + * prev_comparison = 0 + * break + * elif i1 == i1_minus: # <<<<<<<<<<<<<< + * prev_comparison = comparison + * else: + */ + __pyx_t_1 = ((__pyx_v_i1 == __pyx_v_i1_minus) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":688 + * break + * elif i1 == i1_minus: + * prev_comparison = comparison # <<<<<<<<<<<<<< + * else: + * if comparison != prev_comparison: + */ + __pyx_v_prev_comparison = __pyx_v_comparison; + goto __pyx_L5; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":690 + * prev_comparison = comparison + * else: + * if comparison != prev_comparison: # <<<<<<<<<<<<<< + * prev_comparison = 0 + * break + */ + __pyx_t_1 = ((__pyx_v_comparison != __pyx_v_prev_comparison) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":691 + * else: + * if comparison != prev_comparison: + * prev_comparison = 0 # <<<<<<<<<<<<<< + * break + * i1 = i1 + step1 + */ + __pyx_v_prev_comparison = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":692 + * if comparison != prev_comparison: + * prev_comparison = 0 + * break # <<<<<<<<<<<<<< + * i1 = i1 + step1 + * return prev_comparison + */ + goto __pyx_L4_break; + goto __pyx_L6; + } + __pyx_L6:; + } + __pyx_L5:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":693 + * prev_comparison = 0 + * break + * i1 = i1 + step1 # <<<<<<<<<<<<<< + * return prev_comparison + * + */ + __pyx_v_i1 = (__pyx_v_i1 + __pyx_v_step1); + } + __pyx_L4_break:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":694 + * break + * i1 = i1 + step1 + * return prev_comparison # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_prev_comparison; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":697 + * + * + * cdef long compare_matchings(self, Matching* loc1, Matching* loc2, int offset_by_one, int len_last): # <<<<<<<<<<<<<< + * cdef int i + * + */ + +static long __pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc1, struct __pyx_t_4cdec_2sa_3_sa_Matching *__pyx_v_loc2, int __pyx_v_offset_by_one, int __pyx_v_len_last) { + int __pyx_v_i; + long __pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + __Pyx_RefNannySetupContext("compare_matchings", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":700 + * cdef int i + * + * if loc1.sent_id > loc2.sent_id: # <<<<<<<<<<<<<< + * return 1 + * if loc2.sent_id > loc1.sent_id: + */ + __pyx_t_1 = ((__pyx_v_loc1->sent_id > __pyx_v_loc2->sent_id) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":701 + * + * if loc1.sent_id > loc2.sent_id: + * return 1 # <<<<<<<<<<<<<< + * if loc2.sent_id > loc1.sent_id: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L3; + } + __pyx_L3:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":702 + * if loc1.sent_id > loc2.sent_id: + * return 1 + * if loc2.sent_id > loc1.sent_id: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_1 = ((__pyx_v_loc2->sent_id > __pyx_v_loc1->sent_id) != 0); + if (__pyx_t_1) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":703 + * return 1 + * if loc2.sent_id > loc1.sent_id: + * return -1 # <<<<<<<<<<<<<< + * + * if loc1.size == 1 and loc2.size == 1: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L4; + } + __pyx_L4:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":705 + * return -1 + * + * if loc1.size == 1 and loc2.size == 1: # <<<<<<<<<<<<<< + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 + */ + __pyx_t_1 = ((__pyx_v_loc1->size == 1) != 0); + if (__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_loc2->size == 1) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":706 + * + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_3 = ((((__pyx_v_loc2->arr[__pyx_v_loc2->start]) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) <= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":707 + * if loc1.size == 1 and loc2.size == 1: + * if loc2.arr[loc2.start] - loc1.arr[loc1.start] <= self.train_min_gap_size: + * return 1 # <<<<<<<<<<<<<< + * + * elif offset_by_one: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L6; + } + __pyx_L6:; + goto __pyx_L5; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":709 + * return 1 + * + * elif offset_by_one: # <<<<<<<<<<<<<< + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = (__pyx_v_offset_by_one != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":710 + * + * elif offset_by_one: + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":711 + * elif offset_by_one: + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":712 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L9; + } + __pyx_L9:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":713 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i-1]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[((__pyx_v_loc2->start + __pyx_v_i) - 1)])) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":714 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i-1]: + * return -1 # <<<<<<<<<<<<<< + * + * else: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L10; + } + __pyx_L10:; + } + goto __pyx_L5; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":717 + * + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + */ + __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) > (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":718 + * else: + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L11; + } + __pyx_L11:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":719 + * if loc1.arr[loc1.start]+1 > loc2.arr[loc2.start]: + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = ((((__pyx_v_loc1->arr[__pyx_v_loc1->start]) + 1) < (__pyx_v_loc2->arr[__pyx_v_loc2->start])) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":720 + * return 1 + * if loc1.arr[loc1.start]+1 < loc2.arr[loc2.start]: + * return -1 # <<<<<<<<<<<<<< + * + * for i from 1 <= i < loc1.size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":722 + * return -1 + * + * for i from 1 <= i < loc1.size: # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + */ + __pyx_t_4 = __pyx_v_loc1->size; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_4; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":723 + * + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) > (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":724 + * for i from 1 <= i < loc1.size: + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 # <<<<<<<<<<<<<< + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":725 + * if loc1.arr[loc1.start+i] > loc2.arr[loc2.start+i]: + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: # <<<<<<<<<<<<<< + * return -1 + * + */ + __pyx_t_3 = (((__pyx_v_loc1->arr[(__pyx_v_loc1->start + __pyx_v_i)]) < (__pyx_v_loc2->arr[(__pyx_v_loc2->start + __pyx_v_i)])) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":726 + * return 1 + * if loc1.arr[loc1.start+i] < loc2.arr[loc2.start+i]: + * return -1 # <<<<<<<<<<<<<< + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + } + } + __pyx_L5:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":728 + * return -1 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: # <<<<<<<<<<<<<< + * return -1 + * return 0 + */ + __pyx_t_3 = (((((__pyx_v_loc2->arr[(__pyx_v_loc2->end - 1)]) + __pyx_v_len_last) - (__pyx_v_loc1->arr[__pyx_v_loc1->start])) > __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":729 + * + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 # <<<<<<<<<<<<<< + * return 0 + * + */ + __pyx_r = -1; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":730 + * if loc2.arr[loc2.end-1] + len_last - loc1.arr[loc1.start] > self.train_max_initial_size: + * return -1 + * return 0 # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = 0; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":733 + * + * + * cdef int* merge_helper(self, int low1, int high1, int* arr1, int step1, # <<<<<<<<<<<<<< + * int low2, int high2, int* arr2, int step2, + * int offset_by_one, int len_last, int num_subpatterns, int* result_len): + */ + +static int *__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_merge_helper(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_low1, int __pyx_v_high1, int *__pyx_v_arr1, int __pyx_v_step1, int __pyx_v_low2, int __pyx_v_high2, int *__pyx_v_arr2, int __pyx_v_step2, int __pyx_v_offset_by_one, int __pyx_v_len_last, int __pyx_v_num_subpatterns, int *__pyx_v_result_len) { + int __pyx_v_i1; + int __pyx_v_i2; + int __pyx_v_j1; + int __pyx_v_j2; + long __pyx_v_comparison; + int *__pyx_v_result; + struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_loc1; + struct __pyx_t_4cdec_2sa_3_sa_Matching __pyx_v_loc2; + int *__pyx_r; + __Pyx_RefNannyDeclarations + int __pyx_t_1; + int __pyx_t_2; + int __pyx_t_3; + __Pyx_RefNannySetupContext("merge_helper", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":741 + * cdef Matching loc1, loc2 + * + * result_len[0] = 0 # <<<<<<<<<<<<<< + * result = malloc(0*sizeof(int)) + * + */ + (__pyx_v_result_len[0]) = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":742 + * + * result_len[0] = 0 + * result = malloc(0*sizeof(int)) # <<<<<<<<<<<<<< + * + * i1 = low1 + */ + __pyx_v_result = ((int *)malloc((0 * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":744 + * result = malloc(0*sizeof(int)) + * + * i1 = low1 # <<<<<<<<<<<<<< + * i2 = low2 + * while i1 < high1 and i2 < high2: + */ + __pyx_v_i1 = __pyx_v_low1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":745 + * + * i1 = low1 + * i2 = low2 # <<<<<<<<<<<<<< + * while i1 < high1 and i2 < high2: + * + */ + __pyx_v_i2 = __pyx_v_low2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":746 + * i1 = low1 + * i2 = low2 + * while i1 < high1 and i2 < high2: # <<<<<<<<<<<<<< + * + * # First, pop all unneeded loc2's off the stack + */ + while (1) { + __pyx_t_1 = ((__pyx_v_i1 < __pyx_v_high1) != 0); + if (__pyx_t_1) { + __pyx_t_2 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + __pyx_t_3 = __pyx_t_2; + } else { + __pyx_t_3 = __pyx_t_1; + } + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":749 + * + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc1), __pyx_v_arr1, __pyx_v_i1, __pyx_v_step1, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":750 + * # First, pop all unneeded loc2's off the stack + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: # <<<<<<<<<<<<<< + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i2 < __pyx_v_high2) != 0); + if (!__pyx_t_3) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":751 + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * i2 = i2 + step2 + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_i2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":752 + * while i2 < high2: + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: # <<<<<<<<<<<<<< + * i2 = i2 + step2 + * else: + */ + __pyx_t_3 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last) == 1) != 0); + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":753 + * assign_matching(&loc2, arr2, i2, step2, self.fda.sent_id.arr) + * if self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) == 1: + * i2 = i2 + step2 # <<<<<<<<<<<<<< + * else: + * break + */ + __pyx_v_i2 = (__pyx_v_i2 + __pyx_v_step2); + goto __pyx_L7; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":755 + * i2 = i2 + step2 + * else: + * break # <<<<<<<<<<<<<< + * + * # Next: process all loc1's with the same starting val + */ + goto __pyx_L6_break; + } + __pyx_L7:; + } + __pyx_L6_break:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":758 + * + * # Next: process all loc1's with the same starting val + * j1 = i1 # <<<<<<<<<<<<<< + * while i1 < high1 and arr1[j1] == arr1[i1]: + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + */ + __pyx_v_j1 = __pyx_v_i1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":759 + * # Next: process all loc1's with the same starting val + * j1 = i1 + * while i1 < high1 and arr1[j1] == arr1[i1]: # <<<<<<<<<<<<<< + * assign_matching(&loc1, arr1, i1, step1, self.fda.sent_id.arr) + * j2 = i2 + */ + while (1) { + __pyx_t_3 = ((__pyx_v_i1 < __pyx_v_high1) != 0); 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+ if (!__pyx_t_2) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":763 + * j2 = i2 + * while j2 < high2: + * assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) # <<<<<<<<<<<<<< + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + */ + __pyx_f_4cdec_2sa_3_sa_assign_matching((&__pyx_v_loc2), __pyx_v_arr2, __pyx_v_j2, __pyx_v_step2, __pyx_v_self->fda->sent_id->arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":764 + * while j2 < high2: + * assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) # <<<<<<<<<<<<<< + * if comparison == 0: + * result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) + */ + __pyx_v_comparison = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->compare_matchings(__pyx_v_self, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_len_last); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":765 + * assign_matching(&loc2, arr2, j2, step2, self.fda.sent_id.arr) + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: # <<<<<<<<<<<<<< + * result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) + * if comparison == 1: + */ + __pyx_t_2 = ((__pyx_v_comparison == 0) != 0); + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":766 + * comparison = self.compare_matchings(&loc1, &loc2, offset_by_one, len_last) + * if comparison == 0: + * result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) # <<<<<<<<<<<<<< + * if comparison == 1: + * pass + */ + __pyx_v_result = __pyx_f_4cdec_2sa_3_sa_append_combined_matching(__pyx_v_result, (&__pyx_v_loc1), (&__pyx_v_loc2), __pyx_v_offset_by_one, __pyx_v_num_subpatterns, __pyx_v_result_len); + goto __pyx_L12; + } + __pyx_L12:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":767 + * if comparison == 0: + * result = append_combined_matching(result, &loc1, &loc2, offset_by_one, num_subpatterns, result_len) + * if comparison == 1: # <<<<<<<<<<<<<< + * pass + * if comparison == -1: + */ + __pyx_t_2 = ((__pyx_v_comparison == 1) != 0); 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+ + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1260 + * + * f_back_low[0] = -1 + * f_back_high[0] = -1 # <<<<<<<<<<<<<< + * f_low_prev = f_low + * f_high_prev = f_high + */ + (__pyx_v_f_back_high[0]) = -1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1261 + * f_back_low[0] = -1 + * f_back_high[0] = -1 + * f_low_prev = f_low # <<<<<<<<<<<<<< + * f_high_prev = f_high + * new_x = 0 + */ + __pyx_v_f_low_prev = __pyx_v_f_low; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1262 + * f_back_high[0] = -1 + * f_low_prev = f_low + * f_high_prev = f_high # <<<<<<<<<<<<<< + * new_x = 0 + * new_low_x = 0 + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1262; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_v_f_high_prev = __pyx_t_1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1263 + * f_low_prev = f_low + * f_high_prev = f_high + * new_x = 0 # <<<<<<<<<<<<<< + * new_low_x = 0 + * new_high_x = 0 + */ + __pyx_v_new_x = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1264 + * f_high_prev = f_high + * new_x = 0 + * new_low_x = 0 # <<<<<<<<<<<<<< + * new_high_x = 0 + * + */ + __pyx_v_new_low_x = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1265 + * new_x = 0 + * new_low_x = 0 + * new_high_x = 0 # <<<<<<<<<<<<<< + * + * while True: + */ + __pyx_v_new_high_x = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1267 + * new_high_x = 0 + * + * while True: # <<<<<<<<<<<<<< + * + * if f_back_low[0] == -1: + */ + while (1) { + if (!1) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1269 + * while True: + * + * if f_back_low[0] == -1: # <<<<<<<<<<<<<< + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) == -1) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1270 + * + * if f_back_low[0] == -1: + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1270; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + goto __pyx_L11; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1272 + * self.find_projection(e_low[0], e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, (__pyx_v_e_low[0]), __pyx_v_e_low_prev, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1272; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1273 + * else: + * self.find_projection(e_low[0], e_low_prev, e_links_low, e_links_high, f_back_low, f_back_high) + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) # <<<<<<<<<<<<<< + * + * if f_back_low[0] > f_low: + */ + __pyx_t_2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_projection(__pyx_v_self, __pyx_v_e_high_prev, (__pyx_v_e_high[0]), __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_f_back_low, __pyx_v_f_back_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1273; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + } + __pyx_L11:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1275 + * self.find_projection(e_high_prev, e_high[0], e_links_low, e_links_high, f_back_low, f_back_high) + * + * if f_back_low[0] > f_low: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low + * + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) > __pyx_v_f_low) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1276 + * + * if f_back_low[0] > f_low: + * f_back_low[0] = f_low # <<<<<<<<<<<<<< + * + * if f_back_high[0] < f_high: + */ + (__pyx_v_f_back_low[0]) = __pyx_v_f_low; + goto __pyx_L12; + } + __pyx_L12:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1278 + * f_back_low[0] = f_low + * + * if f_back_high[0] < f_high: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + * + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_t_2, __pyx_v_f_high, Py_LT); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1278; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1279 + * + * if f_back_high[0] < f_high: + * f_back_high[0] = f_high # <<<<<<<<<<<<<< + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + */ + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_v_f_high); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1279; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + (__pyx_v_f_back_high[0]) = __pyx_t_1; + goto __pyx_L13; + } + __pyx_L13:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1281 + * f_back_high[0] = f_high + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: # <<<<<<<<<<<<<< + * return 1 + * + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) == __pyx_v_f_low_prev) != 0); + if (__pyx_t_4) { + __pyx_t_5 = (((__pyx_v_f_back_high[0]) == __pyx_v_f_high_prev) != 0); + __pyx_t_3 = __pyx_t_5; + } else { + __pyx_t_3 = __pyx_t_4; + } + if (__pyx_t_3) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1282 + * + * if f_back_low[0] == f_low_prev and f_back_high[0] == f_high_prev: + * return 1 # <<<<<<<<<<<<<< + * + * if allow_low_x == 0 and f_back_low[0] < f_low: + */ + __pyx_r = 1; + goto __pyx_L0; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1284 + * return 1 + * + * if allow_low_x == 0 and f_back_low[0] < f_low: # <<<<<<<<<<<<<< + * # FAIL: f phrase is not tight + * return 0 + */ + __pyx_t_3 = ((__pyx_v_allow_low_x == 0) != 0); + if (__pyx_t_3) { + __pyx_t_4 = (((__pyx_v_f_back_low[0]) < __pyx_v_f_low) != 0); + __pyx_t_5 = __pyx_t_4; + } else { + __pyx_t_5 = __pyx_t_3; + } + if (__pyx_t_5) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1286 + * if allow_low_x == 0 and f_back_low[0] < f_low: + * # FAIL: f phrase is not tight + * return 0 # <<<<<<<<<<<<<< + * + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L15; + } + __pyx_L15:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1288 + * return 0 + * + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: f back projection is too wide + * return 0 + */ + __pyx_t_5 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_5) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1290 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: f back projection is too wide + * return 0 # <<<<<<<<<<<<<< + * + * if allow_high_x == 0 and f_back_high[0] > f_high: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1292 + * return 0 + * + * if allow_high_x == 0 and f_back_high[0] > f_high: # <<<<<<<<<<<<<< + * # FAIL: extension on high side not allowed + * return 0 + */ + __pyx_t_5 = (__pyx_v_allow_high_x == 0); + if (__pyx_t_5) { + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyObject_RichCompare(__pyx_t_6, __pyx_v_f_high, Py_GT); __Pyx_XGOTREF(__pyx_t_2); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_3 = __Pyx_PyObject_IsTrue(__pyx_t_2); if (unlikely(__pyx_t_3 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1292; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __pyx_t_3; + } else { + __pyx_t_4 = __pyx_t_5; + } + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1294 + * if allow_high_x == 0 and f_back_high[0] > f_high: + * # FAIL: extension on high side not allowed + * return 0 # <<<<<<<<<<<<<< + * + * if f_low != f_back_low[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L17; + } + __pyx_L17:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1296 + * return 0 + * + * if f_low != f_back_low[0]: # <<<<<<<<<<<<<< + * if new_low_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_4 = ((__pyx_v_f_low != (__pyx_v_f_back_low[0])) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1297 + * + * if f_low != f_back_low[0]: + * if new_low_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + */ + __pyx_t_4 = ((__pyx_v_new_low_x == 0) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1298 + * if f_low != f_back_low[0]: + * if new_low_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max # of gaps + * return 0 + */ + __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1300 + * if new_x >= max_new_x: + * # FAIL: extension required on low side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L20; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1302 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1303 + * else: + * new_x = new_x + 1 + * new_low_x = 1 # <<<<<<<<<<<<<< + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + */ + __pyx_v_new_low_x = 1; + } + __pyx_L20:; + goto __pyx_L19; + } + __pyx_L19:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1304 + * new_x = new_x + 1 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: # <<<<<<<<<<<<<< + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_4 = (((__pyx_v_f_low - (__pyx_v_f_back_low[0])) < __pyx_v_min_fx_size) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1305 + * new_low_x = 1 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + */ + (__pyx_v_f_back_low[0]) = (__pyx_v_f_low - __pyx_v_min_fx_size); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1306 + * if f_low - f_back_low[0] < min_fx_size: + * f_back_low[0] = f_low - min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates max initial length + * return 0 + */ + __pyx_t_4 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1308 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on low side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L22; + } + __pyx_L22:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1309 + * # FAIL: extension required on low side violates max initial length + * return 0 + * if f_back_low[0] < 0: # <<<<<<<<<<<<<< + * # FAIL: extension required on low side violates sentence boundary + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_low[0]) < 0) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1311 + * if f_back_low[0] < 0: + * # FAIL: extension required on low side violates sentence boundary + * return 0 # <<<<<<<<<<<<<< + * + * if f_high != f_back_high[0]: + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L23; + } + __pyx_L23:; + goto __pyx_L21; + } + __pyx_L21:; + goto __pyx_L18; + } + __pyx_L18:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1313 + * return 0 + * + * if f_high != f_back_high[0]: # <<<<<<<<<<<<<< + * if new_high_x == 0: + * if new_x >= max_new_x: + */ + __pyx_t_2 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __pyx_t_6 = PyObject_RichCompare(__pyx_v_f_high, __pyx_t_2, Py_NE); __Pyx_XGOTREF(__pyx_t_6); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_6); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1313; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1314 + * + * if f_high != f_back_high[0]: + * if new_high_x == 0: # <<<<<<<<<<<<<< + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + */ + __pyx_t_4 = ((__pyx_v_new_high_x == 0) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1315 + * if f_high != f_back_high[0]: + * if new_high_x == 0: + * if new_x >= max_new_x: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max # of gaps + * return 0 + */ + __pyx_t_4 = ((__pyx_v_new_x >= __pyx_v_max_new_x) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1317 + * if new_x >= max_new_x: + * # FAIL: extension required on high side violates max # of gaps + * return 0 # <<<<<<<<<<<<<< + * else: + * new_x = new_x + 1 + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L26; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1319 + * return 0 + * else: + * new_x = new_x + 1 # <<<<<<<<<<<<<< + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + */ + __pyx_v_new_x = (__pyx_v_new_x + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1320 + * else: + * new_x = new_x + 1 + * new_high_x = 1 # <<<<<<<<<<<<<< + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + */ + __pyx_v_new_high_x = 1; + } + __pyx_L26:; + goto __pyx_L25; + } + __pyx_L25:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1321 + * new_x = new_x + 1 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: # <<<<<<<<<<<<<< + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: + */ + __pyx_t_6 = PyInt_FromLong((__pyx_v_f_back_high[0])); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1321; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_2 = PyNumber_Subtract(__pyx_t_6, __pyx_v_f_high); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1321; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_6 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1321; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __pyx_t_7 = PyObject_RichCompare(__pyx_t_2, __pyx_t_6, Py_LT); __Pyx_XGOTREF(__pyx_t_7); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1321; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + __pyx_t_4 = __Pyx_PyObject_IsTrue(__pyx_t_7); if (unlikely(__pyx_t_4 < 0)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1321; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1322 + * new_high_x = 1 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size # <<<<<<<<<<<<<< + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + */ + __pyx_t_7 = PyInt_FromLong(__pyx_v_min_fx_size); if (unlikely(!__pyx_t_7)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1322; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_7); + __pyx_t_6 = PyNumber_Add(__pyx_v_f_high, __pyx_t_7); if (unlikely(!__pyx_t_6)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1322; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_6); + __Pyx_DECREF(__pyx_t_7); __pyx_t_7 = 0; + __pyx_t_1 = __Pyx_PyInt_AsInt(__pyx_t_6); if (unlikely((__pyx_t_1 == (int)-1) && PyErr_Occurred())) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1322; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_6); __pyx_t_6 = 0; + (__pyx_v_f_back_high[0]) = __pyx_t_1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1323 + * if f_back_high[0] - f_high < min_fx_size: + * f_back_high[0] = f_high + min_fx_size + * if f_back_high[0] - f_back_low[0] > max_f_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates max initial length + * return 0 + */ + __pyx_t_4 = ((((__pyx_v_f_back_high[0]) - (__pyx_v_f_back_low[0])) > __pyx_v_max_f_len) != 0); + if (__pyx_t_4) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1325 + * if f_back_high[0] - f_back_low[0] > max_f_len: + * # FAIL: extension required on high side violates max initial length + * return 0 # <<<<<<<<<<<<<< + * if f_back_high[0] > f_sent_len: + * # FAIL: extension required on high side violates sentence boundary + */ + __pyx_r = 0; + goto __pyx_L0; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1326 + * # FAIL: extension required on high side violates max initial length + * return 0 + * if f_back_high[0] > f_sent_len: # <<<<<<<<<<<<<< + * # FAIL: extension required on high side violates sentence boundary + * return 0 + */ + __pyx_t_4 = (((__pyx_v_f_back_high[0]) > __pyx_v_f_sent_len) != 0); 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+ return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1358 + * + * + * cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): # <<<<<<<<<<<<<< + * cdef int new_len + * new_len = arr_len[0] + data_len + */ + +static int *__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_int_arr_extend(CYTHON_UNUSED struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int *__pyx_v_arr, int *__pyx_v_arr_len, int *__pyx_v_data, int __pyx_v_data_len) { + int __pyx_v_new_len; + int *__pyx_r; + __Pyx_RefNannyDeclarations + __Pyx_RefNannySetupContext("int_arr_extend", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1360 + * cdef int* int_arr_extend(self, int* arr, int* arr_len, int* data, int data_len): + * cdef int new_len + * new_len = arr_len[0] + data_len # <<<<<<<<<<<<<< + * arr = realloc(arr, new_len*sizeof(int)) + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + */ + __pyx_v_new_len = ((__pyx_v_arr_len[0]) + __pyx_v_data_len); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1361 + * cdef int new_len + * new_len = arr_len[0] + data_len + * arr = realloc(arr, new_len*sizeof(int)) # <<<<<<<<<<<<<< + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len + */ + __pyx_v_arr = ((int *)realloc(__pyx_v_arr, (__pyx_v_new_len * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1362 + * new_len = arr_len[0] + data_len + * arr = realloc(arr, new_len*sizeof(int)) + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) # <<<<<<<<<<<<<< + * arr_len[0] = new_len + * return arr + */ + memcpy((__pyx_v_arr + (__pyx_v_arr_len[0])), __pyx_v_data, (__pyx_v_data_len * (sizeof(int)))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1363 + * arr = realloc(arr, new_len*sizeof(int)) + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len # <<<<<<<<<<<<<< + * return arr + * + */ + (__pyx_v_arr_len[0]) = __pyx_v_new_len; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1364 + * memcpy(arr+arr_len[0], data, data_len*sizeof(int)) + * arr_len[0] = new_len + * return arr # <<<<<<<<<<<<<< + * + * + */ + __pyx_r = __pyx_v_arr; + goto __pyx_L0; + + __pyx_r = 0; + __pyx_L0:; + __Pyx_RefNannyFinishContext(); + return __pyx_r; +} + +/* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1367 + * + * + * cdef extract_phrases(self, int e_low, int e_high, int* e_gap_low, int* e_gap_high, int* e_links_low, int num_gaps, # <<<<<<<<<<<<<< + * int f_low, int f_high, int* f_gap_low, int* f_gap_high, int* f_links_low, + * int sent_id, int e_sent_len, int e_sent_start): + */ + +static PyObject *__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_extract_phrases(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *__pyx_v_self, int __pyx_v_e_low, int __pyx_v_e_high, int *__pyx_v_e_gap_low, int *__pyx_v_e_gap_high, int *__pyx_v_e_links_low, int __pyx_v_num_gaps, CYTHON_UNUSED int __pyx_v_f_low, CYTHON_UNUSED int __pyx_v_f_high, CYTHON_UNUSED int *__pyx_v_f_gap_low, CYTHON_UNUSED int *__pyx_v_f_gap_high, CYTHON_UNUSED int *__pyx_v_f_links_low, CYTHON_UNUSED int __pyx_v_sent_id, int __pyx_v_e_sent_len, int __pyx_v_e_sent_start) { + int __pyx_v_i; + int __pyx_v_j; + int __pyx_v_k; + int __pyx_v_m; + int __pyx_v_n; + int *__pyx_v_e_gap_order; + int __pyx_v_e_x_low; + int __pyx_v_e_x_high; + int __pyx_v_e_x_gap_low; + int __pyx_v_e_x_gap_high; + int *__pyx_v_e_gaps1; + int *__pyx_v_e_gaps2; + int __pyx_v_len1; + int __pyx_v_len2; + int __pyx_v_step; + int __pyx_v_num_chunks; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_ephr_arr = 0; + PyObject *__pyx_v_result = 0; + struct __pyx_obj_4cdec_2sa_3_sa_IntList *__pyx_v_indexes = 0; + PyObject *__pyx_r = NULL; + __Pyx_RefNannyDeclarations + PyObject *__pyx_t_1 = NULL; + int __pyx_t_2; + int __pyx_t_3; + int __pyx_t_4; + int __pyx_t_5; + int __pyx_t_6; + int __pyx_t_7; + int __pyx_t_8; + long __pyx_t_9; + PyObject *__pyx_t_10 = NULL; + int __pyx_lineno = 0; + const char *__pyx_filename = NULL; + int __pyx_clineno = 0; + __Pyx_RefNannySetupContext("extract_phrases", 0); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1375 + * cdef result + * + * result = [] # <<<<<<<<<<<<<< + * len1 = 0 + * e_gaps1 = malloc(0) + */ + __pyx_t_1 = PyList_New(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1375; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_result = ((PyObject *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1376 + * + * result = [] + * len1 = 0 # <<<<<<<<<<<<<< + * e_gaps1 = malloc(0) + * ephr_arr = IntList() + */ + __pyx_v_len1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1377 + * result = [] + * len1 = 0 + * e_gaps1 = malloc(0) # <<<<<<<<<<<<<< + * ephr_arr = IntList() + * + */ + __pyx_v_e_gaps1 = ((int *)malloc(0)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1378 + * len1 = 0 + * e_gaps1 = malloc(0) + * ephr_arr = IntList() # <<<<<<<<<<<<<< + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_4cdec_2sa_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1378; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_v_ephr_arr = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1380 + * ephr_arr = IntList() + * + * e_gap_order = malloc(num_gaps*sizeof(int)) # <<<<<<<<<<<<<< + * if num_gaps > 0: + * e_gap_order[0] = 0 + */ + __pyx_v_e_gap_order = ((int *)malloc((__pyx_v_num_gaps * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1381 + * + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: # <<<<<<<<<<<<<< + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + */ + __pyx_t_2 = ((__pyx_v_num_gaps > 0) != 0); + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1382 + * e_gap_order = malloc(num_gaps*sizeof(int)) + * if num_gaps > 0: + * e_gap_order[0] = 0 # <<<<<<<<<<<<<< + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + */ + (__pyx_v_e_gap_order[0]) = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1383 + * if num_gaps > 0: + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: # <<<<<<<<<<<<<< + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 1; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1384 + * e_gap_order[0] = 0 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: # <<<<<<<<<<<<<< + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + */ + __pyx_t_4 = __pyx_v_i; + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1385 + * for i from 1 <= i < num_gaps: + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: # <<<<<<<<<<<<<< + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + */ + __pyx_t_2 = (((__pyx_v_e_gap_low[__pyx_v_i]) < (__pyx_v_e_gap_low[__pyx_v_j])) != 0); + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1386 + * for j from 0 <= j < i: + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: # <<<<<<<<<<<<<< + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + */ + __pyx_t_5 = __pyx_v_i; + for (__pyx_v_k = __pyx_v_j; __pyx_v_k < __pyx_t_5; __pyx_v_k++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1387 + * if e_gap_low[i] < e_gap_low[j]: + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] # <<<<<<<<<<<<<< + * e_gap_order[j] = i + * break + */ + (__pyx_v_e_gap_order[(__pyx_v_k + 1)]) = (__pyx_v_e_gap_order[__pyx_v_k]); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1388 + * for k from j <= k < i: + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i # <<<<<<<<<<<<<< + * break + * else: + */ + (__pyx_v_e_gap_order[__pyx_v_j]) = __pyx_v_i; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1389 + * e_gap_order[k+1] = e_gap_order[k] + * e_gap_order[j] = i + * break # <<<<<<<<<<<<<< + * else: + * e_gap_order[i] = i + */ + goto __pyx_L7_break; + goto __pyx_L8; + } + __pyx_L8:; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1391 + * break + * else: + * e_gap_order[i] = i # <<<<<<<<<<<<<< + * + * e_x_low = e_low + */ + (__pyx_v_e_gap_order[__pyx_v_i]) = __pyx_v_i; + } + __pyx_L7_break:; + } + goto __pyx_L3; + } + __pyx_L3:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1393 + * e_gap_order[i] = i + * + * e_x_low = e_low # <<<<<<<<<<<<<< + * e_x_high = e_high + * if not self.tight_phrases: + */ + __pyx_v_e_x_low = __pyx_v_e_low; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1394 + * + * e_x_low = e_low + * e_x_high = e_high # <<<<<<<<<<<<<< + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + */ + __pyx_v_e_x_high = __pyx_v_e_high; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1395 + * e_x_low = e_low + * e_x_high = e_high + * if not self.tight_phrases: # <<<<<<<<<<<<<< + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + */ + __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1396 + * e_x_high = e_high + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + */ + while (1) { + __pyx_t_2 = ((__pyx_v_e_x_low > 0) != 0); + if (__pyx_t_2) { + __pyx_t_6 = (((__pyx_v_e_high - __pyx_v_e_x_low) < __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_6) { + __pyx_t_7 = (((__pyx_v_e_links_low[(__pyx_v_e_x_low - 1)]) == -1) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_6; + } + __pyx_t_6 = __pyx_t_8; + } else { + __pyx_t_6 = __pyx_t_2; + } + if (!__pyx_t_6) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1397 + * if not self.tight_phrases: + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 # <<<<<<<<<<<<<< + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 + */ + __pyx_v_e_x_low = (__pyx_v_e_x_low - 1); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1398 + * while e_x_low > 0 and e_high - e_x_low < self.train_max_initial_size and e_links_low[e_x_low-1] == -1: + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: # <<<<<<<<<<<<<< + * e_x_high = e_x_high + 1 + * + */ + while (1) { + __pyx_t_6 = ((__pyx_v_e_x_high < __pyx_v_e_sent_len) != 0); + if (__pyx_t_6) { + __pyx_t_2 = (((__pyx_v_e_x_high - __pyx_v_e_low) < __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_2) { + __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_x_high]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_2; + } + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (!__pyx_t_2) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1399 + * e_x_low = e_x_low - 1 + * while e_x_high < e_sent_len and e_x_high - e_low < self.train_max_initial_size and e_links_low[e_x_high] == -1: + * e_x_high = e_x_high + 1 # <<<<<<<<<<<<<< + * + * for i from e_x_low <= i <= e_low: + */ + __pyx_v_e_x_high = (__pyx_v_e_x_high + 1); + } + goto __pyx_L11; + } + __pyx_L11:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1401 + * e_x_high = e_x_high + 1 + * + * for i from e_x_low <= i <= e_low: # <<<<<<<<<<<<<< + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + */ + __pyx_t_3 = __pyx_v_e_low; + for (__pyx_v_i = __pyx_v_e_x_low; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1402 + * + * for i from e_x_low <= i <= e_low: + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) # <<<<<<<<<<<<<< + * + * for i from 0 <= i < num_gaps: + */ + __pyx_v_e_gaps1 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps1, (&__pyx_v_len1), (&__pyx_v_i), 1); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1404 + * e_gaps1 = self.int_arr_extend(e_gaps1, &len1, &i, 1) + * + * for i from 0 <= i < num_gaps: # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_t_3 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_3; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1405 + * + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1406 + * for i from 0 <= i < num_gaps: + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * + * j = e_gap_order[i] + */ + __pyx_v_len2 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1408 + * len2 = 0 + * + * j = e_gap_order[i] # <<<<<<<<<<<<<< + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + */ + __pyx_v_j = (__pyx_v_e_gap_order[__pyx_v_i]); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1409 + * + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] # <<<<<<<<<<<<<< + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_gap_low[__pyx_v_j]); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1410 + * j = e_gap_order[i] + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] # <<<<<<<<<<<<<< + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_gap_high[__pyx_v_j]); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1411 + * e_x_gap_low = e_gap_low[j] + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: # <<<<<<<<<<<<<< + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + */ + __pyx_t_2 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1412 + * e_x_gap_high = e_gap_high[j] + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: # <<<<<<<<<<<<<< + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + */ + while (1) { + __pyx_t_2 = ((__pyx_v_e_x_gap_low > __pyx_v_e_x_low) != 0); + if (__pyx_t_2) { + __pyx_t_6 = (((__pyx_v_e_links_low[(__pyx_v_e_x_gap_low - 1)]) == -1) != 0); + __pyx_t_7 = __pyx_t_6; + } else { + __pyx_t_7 = __pyx_t_2; + } + if (!__pyx_t_7) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1413 + * if not self.tight_phrases: + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 # <<<<<<<<<<<<<< + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 + */ + __pyx_v_e_x_gap_low = (__pyx_v_e_x_gap_low - 1); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1414 + * while e_x_gap_low > e_x_low and e_links_low[e_x_gap_low-1] == -1: + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: # <<<<<<<<<<<<<< + * e_x_gap_high = e_x_gap_high + 1 + * + */ + while (1) { + __pyx_t_7 = ((__pyx_v_e_x_gap_high < __pyx_v_e_x_high) != 0); + if (__pyx_t_7) { + __pyx_t_2 = (((__pyx_v_e_links_low[__pyx_v_e_x_gap_high]) == -1) != 0); + __pyx_t_6 = __pyx_t_2; + } else { + __pyx_t_6 = __pyx_t_7; + } + if (!__pyx_t_6) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1415 + * e_x_gap_low = e_x_gap_low - 1 + * while e_x_gap_high < e_x_high and e_links_low[e_x_gap_high] == -1: + * e_x_gap_high = e_x_gap_high + 1 # <<<<<<<<<<<<<< + * + * k = 0 + */ + __pyx_v_e_x_gap_high = (__pyx_v_e_x_gap_high + 1); + } + goto __pyx_L20; + } + __pyx_L20:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1417 + * e_x_gap_high = e_x_gap_high + 1 + * + * k = 0 # <<<<<<<<<<<<<< + * step = 1+(i*2) + * while k < len1: + */ + __pyx_v_k = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1418 + * + * k = 0 + * step = 1+(i*2) # <<<<<<<<<<<<<< + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + */ + __pyx_v_step = (1 + (__pyx_v_i * 2)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1419 + * k = 0 + * step = 1+(i*2) + * while k < len1: # <<<<<<<<<<<<<< + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + */ + while (1) { + __pyx_t_6 = ((__pyx_v_k < __pyx_v_len1) != 0); + if (!__pyx_t_6) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1420 + * step = 1+(i*2) + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: # <<<<<<<<<<<<<< + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + */ + __pyx_t_4 = (__pyx_v_e_gap_low[__pyx_v_j]); + for (__pyx_v_m = __pyx_v_e_x_gap_low; __pyx_v_m <= __pyx_t_4; __pyx_v_m++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1421 + * while k < len1: + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: # <<<<<<<<<<<<<< + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + */ + __pyx_t_6 = ((__pyx_v_m >= (__pyx_v_e_gaps1[((__pyx_v_k + __pyx_v_step) - 1)])) != 0); + if (__pyx_t_6) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1422 + * for m from e_x_gap_low <= m <= e_gap_low[j]: + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: # <<<<<<<<<<<<<< + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + */ + __pyx_t_5 = __pyx_v_e_x_gap_high; + for (__pyx_v_n = (__pyx_v_e_gap_high[__pyx_v_j]); __pyx_v_n <= __pyx_t_5; __pyx_v_n++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1423 + * if m >= e_gaps1[k+step-1]: + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + */ + __pyx_t_6 = (((__pyx_v_n - __pyx_v_m) >= 1) != 0); + if (__pyx_t_6) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1424 + * for n from e_gap_high[j] <= n <= e_x_gap_high: + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_k), __pyx_v_step); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1425 + * if n-m >= 1: # extractor.py doesn't restrict target-side gap length + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_m), 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1426 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+k, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) # <<<<<<<<<<<<<< + * k = k + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_n), 1); + goto __pyx_L32; + } + __pyx_L32:; + } + goto __pyx_L29; + } + __pyx_L29:; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1427 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &m, 1) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_k = (__pyx_v_k + __pyx_v_step); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1428 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &n, 1) + * k = k + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1429 + * k = k + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1430 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = 1+(num_gaps*2) + */ + __pyx_v_len1 = __pyx_v_len2; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1432 + * len1 = len2 + * + * step = 1+(num_gaps*2) # <<<<<<<<<<<<<< + * e_gaps2 = malloc(0) + * len2 = 0 + */ + __pyx_v_step = (1 + (__pyx_v_num_gaps * 2)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1433 + * + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) # <<<<<<<<<<<<<< + * len2 = 0 + * for i from e_high <= i <= e_x_high: + */ + __pyx_v_e_gaps2 = ((int *)malloc(0)); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1434 + * step = 1+(num_gaps*2) + * e_gaps2 = malloc(0) + * len2 = 0 # <<<<<<<<<<<<<< + * for i from e_high <= i <= e_x_high: + * j = 0 + */ + __pyx_v_len2 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1435 + * e_gaps2 = malloc(0) + * len2 = 0 + * for i from e_high <= i <= e_x_high: # <<<<<<<<<<<<<< + * j = 0 + * while j < len1: + */ + __pyx_t_3 = __pyx_v_e_x_high; + for (__pyx_v_i = __pyx_v_e_high; __pyx_v_i <= __pyx_t_3; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1436 + * len2 = 0 + * for i from e_high <= i <= e_x_high: + * j = 0 # <<<<<<<<<<<<<< + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + */ + __pyx_v_j = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1437 + * for i from e_high <= i <= e_x_high: + * j = 0 + * while j < len1: # <<<<<<<<<<<<<< + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + */ + while (1) { + __pyx_t_6 = ((__pyx_v_j < __pyx_v_len1) != 0); + if (!__pyx_t_6) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1438 + * j = 0 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + */ + __pyx_t_6 = (((__pyx_v_i - (__pyx_v_e_gaps1[__pyx_v_j])) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_6) { + __pyx_t_7 = ((__pyx_v_i >= (__pyx_v_e_gaps1[((__pyx_v_j + __pyx_v_step) - 1)])) != 0); + __pyx_t_2 = __pyx_t_7; + } else { + __pyx_t_2 = __pyx_t_6; + } + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1439 + * while j < len1: + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) # <<<<<<<<<<<<<< + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (__pyx_v_e_gaps1 + __pyx_v_j), __pyx_v_step); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1440 + * if i - e_gaps1[j] <= self.train_max_initial_size and i >= e_gaps1[j+step-1]: + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) # <<<<<<<<<<<<<< + * j = j + step + * free(e_gaps1) + */ + __pyx_v_e_gaps2 = ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->int_arr_extend(__pyx_v_self, __pyx_v_e_gaps2, (&__pyx_v_len2), (&__pyx_v_i), 1); + goto __pyx_L37; + } + __pyx_L37:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1441 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, e_gaps1+j, step) + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step # <<<<<<<<<<<<<< + * free(e_gaps1) + * e_gaps1 = e_gaps2 + */ + __pyx_v_j = (__pyx_v_j + __pyx_v_step); + } + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1442 + * e_gaps2 = self.int_arr_extend(e_gaps2, &len2, &i, 1) + * j = j + step + * free(e_gaps1) # <<<<<<<<<<<<<< + * e_gaps1 = e_gaps2 + * len1 = len2 + */ + free(__pyx_v_e_gaps1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1443 + * j = j + step + * free(e_gaps1) + * e_gaps1 = e_gaps2 # <<<<<<<<<<<<<< + * len1 = len2 + * + */ + __pyx_v_e_gaps1 = __pyx_v_e_gaps2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1444 + * free(e_gaps1) + * e_gaps1 = e_gaps2 + * len1 = len2 # <<<<<<<<<<<<<< + * + * step = (num_gaps+1)*2 + */ + __pyx_v_len1 = __pyx_v_len2; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1446 + * len1 = len2 + * + * step = (num_gaps+1)*2 # <<<<<<<<<<<<<< + * i = 0 + * + */ + __pyx_v_step = ((__pyx_v_num_gaps + 1) * 2); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1447 + * + * step = (num_gaps+1)*2 + * i = 0 # <<<<<<<<<<<<<< + * + * cdef IntList indexes + */ + __pyx_v_i = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1450 + * + * cdef IntList indexes + * while i < len1: # <<<<<<<<<<<<<< + * ephr_arr._clear() + * num_chunks = 0 + */ + while (1) { + __pyx_t_2 = ((__pyx_v_i < __pyx_v_len1) != 0); + if (!__pyx_t_2) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1451 + * cdef IntList indexes + * while i < len1: + * ephr_arr._clear() # <<<<<<<<<<<<<< + * num_chunks = 0 + * indexes = IntList() + */ + ((struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList *)__pyx_v_ephr_arr->__pyx_vtab)->_clear(__pyx_v_ephr_arr); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1452 + * while i < len1: + * ephr_arr._clear() + * num_chunks = 0 # <<<<<<<<<<<<<< + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: + */ + __pyx_v_num_chunks = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1453 + * ephr_arr._clear() + * num_chunks = 0 + * indexes = IntList() # <<<<<<<<<<<<<< + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_1 = PyObject_Call(((PyObject *)((PyObject*)__pyx_ptype_4cdec_2sa_3_sa_IntList)), ((PyObject *)__pyx_empty_tuple), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1453; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_XDECREF(((PyObject *)__pyx_v_indexes)); + __pyx_v_indexes = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)__pyx_t_1); + __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1454 + * num_chunks = 0 + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: # <<<<<<<<<<<<<< + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 + */ + __pyx_t_9 = (__pyx_v_num_gaps + 1); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_9; __pyx_v_j++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1455 + * indexes = IntList() + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: # <<<<<<<<<<<<<< + * num_chunks = num_chunks + 1 + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + */ + __pyx_t_2 = (((__pyx_v_e_gaps1[(__pyx_v_i + (2 * __pyx_v_j))]) < (__pyx_v_e_gaps1[((__pyx_v_i + (2 * __pyx_v_j)) + 1)])) != 0); + if (__pyx_t_2) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1456 + * for j from 0 <= j < num_gaps+1: + * if e_gaps1[i+2*j] < e_gaps1[i+(2*j)+1]: + * num_chunks = num_chunks + 1 # <<<<<<<<<<<<<< + * for k from e_gaps1[i+2*j] <= k < e_gaps1[i+(2*j)+1]: + * indexes.append(k) + */ + __pyx_v_num_chunks = (__pyx_v_num_chunks + 1); 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if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1519; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __Pyx_DECREF(__pyx_v_sofar); + __pyx_v_sofar = __pyx_t_3; + __pyx_t_3 = 0; + goto __pyx_L7; + } + __pyx_L7:; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1522 + * + * + * e_links_low = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_low = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1523 + * + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + */ + __pyx_v_e_links_high = ((int *)malloc((__pyx_v_e_sent_len * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1524 + * e_links_low = malloc(e_sent_len*sizeof(int)) + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_low = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1525 + * e_links_high = malloc(e_sent_len*sizeof(int)) + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_links_high = ((int *)malloc((__pyx_v_f_sent_len * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1526 + * f_links_low = malloc(f_sent_len*sizeof(int)) + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1527 + * f_links_high = malloc(f_sent_len*sizeof(int)) + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + */ + __pyx_v_f_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1528 + * f_gap_low = malloc((num_chunks+1)*sizeof(int)) + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_low = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1529 + * f_gap_high = malloc((num_chunks+1)*sizeof(int)) + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + __pyx_v_e_gap_high = ((int *)malloc(((__pyx_v_num_chunks + 1) * (sizeof(int))))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1530 + * e_gap_low = malloc((num_chunks+1)*sizeof(int)) + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1531 + * e_gap_high = malloc((num_chunks+1)*sizeof(int)) + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + */ + memset(__pyx_v_f_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1532 + * memset(f_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + */ + memset(__pyx_v_e_gap_low, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1533 + * memset(f_gap_high, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_low, 0, (num_chunks+1)*sizeof(int)) + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) # <<<<<<<<<<<<<< + * + * reason_for_failure = "" + */ + memset(__pyx_v_e_gap_high, 0, ((__pyx_v_num_chunks + 1) * (sizeof(int)))); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1535 + * memset(e_gap_high, 0, (num_chunks+1)*sizeof(int)) + * + * reason_for_failure = "" # <<<<<<<<<<<<<< + * + * for i from 0 <= i < e_sent_len: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_47)); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_47); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1537 + * reason_for_failure = "" + * + * for i from 0 <= i < e_sent_len: # <<<<<<<<<<<<<< + * e_links_low[i] = -1 + * e_links_high[i] = -1 + */ + __pyx_t_2 = __pyx_v_e_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1538 + * + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 # <<<<<<<<<<<<<< + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + */ + (__pyx_v_e_links_low[__pyx_v_i]) = -1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1539 + * for i from 0 <= i < e_sent_len: + * e_links_low[i] = -1 + * e_links_high[i] = -1 # <<<<<<<<<<<<<< + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + */ + (__pyx_v_e_links_high[__pyx_v_i]) = -1; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1540 + * e_links_low[i] = -1 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: # <<<<<<<<<<<<<< + * f_links_low[i] = -1 + * f_links_high[i] = -1 + */ + __pyx_t_2 = __pyx_v_f_sent_len; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1541 + * e_links_high[i] = -1 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 # <<<<<<<<<<<<<< + * f_links_high[i] = -1 + * + */ + (__pyx_v_f_links_low[__pyx_v_i]) = -1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1542 + * for i from 0 <= i < f_sent_len: + * f_links_low[i] = -1 + * f_links_high[i] = -1 # <<<<<<<<<<<<<< + * + * # this is really inefficient -- might be good to + */ + (__pyx_v_f_links_high[__pyx_v_i]) = -1; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1548 + * # links that we care about (but then how to look up + * # when we want to check something on the e side?) + * i = 0 # <<<<<<<<<<<<<< + * while i < num_links*2: + * f_i = sent_links[i] + */ + __pyx_v_i = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1549 + * # when we want to check something on the e side?) + * i = 0 + * while i < num_links*2: # <<<<<<<<<<<<<< + * f_i = sent_links[i] + * e_i = sent_links[i+1] + */ + while (1) { + __pyx_t_7 = ((__pyx_v_i < (__pyx_v_num_links * 2)) != 0); + if (!__pyx_t_7) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1550 + * i = 0 + * while i < num_links*2: + * f_i = sent_links[i] # <<<<<<<<<<<<<< + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + */ + __pyx_v_f_i = (__pyx_v_sent_links[__pyx_v_i]); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1551 + * while i < num_links*2: + * f_i = sent_links[i] + * e_i = sent_links[i+1] # <<<<<<<<<<<<<< + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + */ + __pyx_v_e_i = (__pyx_v_sent_links[(__pyx_v_i + 1)]); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1552 + * f_i = sent_links[i] + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: # <<<<<<<<<<<<<< + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + */ + __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_i]) == -1) != 0); + if (!__pyx_t_7) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_i]) > __pyx_v_e_i) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1553 + * e_i = sent_links[i+1] + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i # <<<<<<<<<<<<<< + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + */ + (__pyx_v_f_links_low[__pyx_v_f_i]) = __pyx_v_e_i; + goto __pyx_L14; + } + __pyx_L14:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1554 + * if f_links_low[f_i] == -1 or f_links_low[f_i] > e_i: + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: # <<<<<<<<<<<<<< + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + */ + __pyx_t_9 = (((__pyx_v_f_links_high[__pyx_v_f_i]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_7 = (((__pyx_v_f_links_high[__pyx_v_f_i]) < (__pyx_v_e_i + 1)) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1555 + * f_links_low[f_i] = e_i + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 # <<<<<<<<<<<<<< + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + */ + (__pyx_v_f_links_high[__pyx_v_f_i]) = (__pyx_v_e_i + 1); + goto __pyx_L15; + } + __pyx_L15:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1556 + * if f_links_high[f_i] == -1 or f_links_high[f_i] < e_i + 1: + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: # <<<<<<<<<<<<<< + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + */ + __pyx_t_8 = (((__pyx_v_e_links_low[__pyx_v_e_i]) == -1) != 0); + if (!__pyx_t_8) { + __pyx_t_9 = (((__pyx_v_e_links_low[__pyx_v_e_i]) > __pyx_v_f_i) != 0); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = __pyx_t_8; + } + if (__pyx_t_7) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1557 + * f_links_high[f_i] = e_i + 1 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i # <<<<<<<<<<<<<< + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + */ + (__pyx_v_e_links_low[__pyx_v_e_i]) = __pyx_v_f_i; + goto __pyx_L16; + } + __pyx_L16:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1558 + * if e_links_low[e_i] == -1 or e_links_low[e_i] > f_i: + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: # <<<<<<<<<<<<<< + * e_links_high[e_i] = f_i + 1 + * i = i + 2 + */ + __pyx_t_7 = (((__pyx_v_e_links_high[__pyx_v_e_i]) == -1) != 0); + if (!__pyx_t_7) { + __pyx_t_8 = (((__pyx_v_e_links_high[__pyx_v_e_i]) < (__pyx_v_f_i + 1)) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = __pyx_t_7; + } + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1559 + * e_links_low[e_i] = f_i + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 # <<<<<<<<<<<<<< + * i = i + 2 + * + */ + (__pyx_v_e_links_high[__pyx_v_e_i]) = (__pyx_v_f_i + 1); + goto __pyx_L17; + } + __pyx_L17:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1560 + * if e_links_high[e_i] == -1 or e_links_high[e_i] < f_i + 1: + * e_links_high[e_i] = f_i + 1 + * i = i + 2 # <<<<<<<<<<<<<< + * + * als = [] + */ + __pyx_v_i = (__pyx_v_i + 2); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1562 + * i = i + 2 + * + * als = [] # <<<<<<<<<<<<<< + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + */ + __pyx_t_3 = PyList_New(0); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1562; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_v_als = ((PyObject*)__pyx_t_3); + __pyx_t_3 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1563 + * + * als = [] + * for x in range(matching.start,matching.end): # <<<<<<<<<<<<<< + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) + */ + __pyx_t_2 = __pyx_v_matching->end; + for (__pyx_t_4 = __pyx_v_matching->start; __pyx_t_4 < __pyx_t_2; __pyx_t_4+=1) { + __pyx_v_x = __pyx_t_4; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1564 + * als = [] + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) # <<<<<<<<<<<<<< + * als.append(al) + * # check all source-side alignment constraints + */ + __pyx_t_3 = PyInt_FromLong(((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)); if (unlikely(!__pyx_t_3)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1564; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_3); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_links_low[((__pyx_v_matching->arr[__pyx_v_x]) - __pyx_v_f_sent_start)])); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1564; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_10 = PyTuple_New(2); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1564; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + PyTuple_SET_ITEM(__pyx_t_10, 0, __pyx_t_3); + __Pyx_GIVEREF(__pyx_t_3); + PyTuple_SET_ITEM(__pyx_t_10, 1, __pyx_t_1); + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_3 = 0; + __pyx_t_1 = 0; + __Pyx_XDECREF(((PyObject *)__pyx_v_al)); + __pyx_v_al = ((PyObject*)__pyx_t_10); + __pyx_t_10 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1565 + * for x in range(matching.start,matching.end): + * al = (matching.arr[x]-f_sent_start,f_links_low[matching.arr[x]-f_sent_start]) + * als.append(al) # <<<<<<<<<<<<<< + * # check all source-side alignment constraints + * met_constraints = 1 + */ + __pyx_t_11 = __Pyx_PyList_Append(__pyx_v_als, ((PyObject *)__pyx_v_al)); if (unlikely(__pyx_t_11 == -1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1565; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1567 + * als.append(al) + * # check all source-side alignment constraints + * met_constraints = 1 # <<<<<<<<<<<<<< + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + */ + __pyx_v_met_constraints = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1568 + * # check all source-side alignment constraints + * met_constraints = 1 + * if self.require_aligned_terminal: # <<<<<<<<<<<<<< + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + */ + __pyx_t_9 = (__pyx_v_self->require_aligned_terminal != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1569 + * met_constraints = 1 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 # <<<<<<<<<<<<<< + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + */ + __pyx_v_num_aligned_chunks = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1570 + * if self.require_aligned_terminal: + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: # <<<<<<<<<<<<<< + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + */ + __pyx_t_2 = __pyx_v_num_chunks; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1571 + * num_aligned_chunks = 0 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + */ + __pyx_t_4 = (__pyx_v_chunklen[__pyx_v_i]); + for (__pyx_v_j = 0; __pyx_v_j < __pyx_t_4; __pyx_v_j++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1572 + * for i from 0 <= i < num_chunks: + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: # <<<<<<<<<<<<<< + * num_aligned_chunks = num_aligned_chunks + 1 + * break + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + __pyx_v_j) - __pyx_v_f_sent_start)]) > -1) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1573 + * for j from 0 <= j < chunklen[i]: + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 # <<<<<<<<<<<<<< + * break + * if num_aligned_chunks == 0: + */ + __pyx_v_num_aligned_chunks = (__pyx_v_num_aligned_chunks + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1574 + * if f_links_low[matching.arr[matching.start+i]+j-f_sent_start] > -1: + * num_aligned_chunks = num_aligned_chunks + 1 + * break # <<<<<<<<<<<<<< + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + */ + goto __pyx_L24_break; + goto __pyx_L25; + } + __pyx_L25:; + } + __pyx_L24_break:; + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1575 + * num_aligned_chunks = num_aligned_chunks + 1 + * break + * if num_aligned_chunks == 0: # <<<<<<<<<<<<<< + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + */ + __pyx_t_9 = ((__pyx_v_num_aligned_chunks == 0) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1576 + * break + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" # <<<<<<<<<<<<<< + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_133)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_133); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1577 + * if num_aligned_chunks == 0: + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 # <<<<<<<<<<<<<< + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + */ + __pyx_v_met_constraints = 0; + goto __pyx_L26; + } + __pyx_L26:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1578 + * reason_for_failure = "No aligned terminals" + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: # <<<<<<<<<<<<<< + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 + */ + if ((__pyx_v_self->require_aligned_chunks != 0)) { + __pyx_t_9 = ((__pyx_v_num_aligned_chunks < __pyx_v_num_chunks) != 0); + __pyx_t_7 = __pyx_t_9; + } else { + __pyx_t_7 = (__pyx_v_self->require_aligned_chunks != 0); + } + if (__pyx_t_7) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1579 + * met_constraints = 0 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_134)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_134); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1580 + * if self.require_aligned_chunks and num_aligned_chunks < num_chunks: + * reason_for_failure = "Unaligned chunk" + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if met_constraints and self.tight_phrases: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L27; + } + __pyx_L27:; + goto __pyx_L20; + } + __pyx_L20:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1582 + * met_constraints = 0 + * + * if met_constraints and self.tight_phrases: # <<<<<<<<<<<<<< + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + */ + if ((__pyx_v_met_constraints != 0)) { + __pyx_t_7 = __pyx_v_self->tight_phrases; + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = (__pyx_v_met_constraints != 0); + } + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1584 + * if met_constraints and self.tight_phrases: + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + __pyx_t_12 = (__pyx_v_num_chunks - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1585 + * # outside edge constraints are checked later + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start)]) == -1) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1586 + * for i from 0 <= i < num_chunks-1: + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1587 + * if f_links_low[matching.arr[matching.start+i]+chunklen[i]-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + */ + __pyx_v_met_constraints = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1588 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + */ + goto __pyx_L30_break; + goto __pyx_L31; + } + __pyx_L31:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1589 + * met_constraints = 0 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: # <<<<<<<<<<<<<< + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - 1) - __pyx_v_f_sent_start)]) == -1) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1590 + * break + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" # <<<<<<<<<<<<<< + * met_constraints = 0 + * break + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_135)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_135); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1591 + * if f_links_low[matching.arr[matching.start+i+1]-1-f_sent_start] == -1: + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 # <<<<<<<<<<<<<< + * break + * + */ + __pyx_v_met_constraints = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1592 + * reason_for_failure = "Gaps are not tight phrases" + * met_constraints = 0 + * break # <<<<<<<<<<<<<< + * + * f_low = matching.arr[matching.start] - f_sent_start + */ + goto __pyx_L30_break; + goto __pyx_L32; + } + __pyx_L32:; + } + __pyx_L30_break:; + goto __pyx_L28; + } + __pyx_L28:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1594 + * break + * + * f_low = matching.arr[matching.start] - f_sent_start # <<<<<<<<<<<<<< + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: + */ + __pyx_v_f_low = ((__pyx_v_matching->arr[__pyx_v_matching->start]) - __pyx_v_f_sent_start); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1595 + * + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start # <<<<<<<<<<<<<< + * if met_constraints: + * + */ + __pyx_v_f_high = (((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_matching->size) - 1)]) + (__pyx_v_chunklen[(__pyx_v_num_chunks - 1)])) - __pyx_v_f_sent_start); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1596 + * f_low = matching.arr[matching.start] - f_sent_start + * f_high = matching.arr[matching.start + matching.size - 1] + chunklen[num_chunks-1] - f_sent_start + * if met_constraints: # <<<<<<<<<<<<<< + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_9 = (__pyx_v_met_constraints != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1598 + * if met_constraints: + * + * if self.find_fixpoint(f_low, f_high, f_links_low, f_links_high, e_links_low, e_links_high, # <<<<<<<<<<<<<< + * -1, -1, &e_low, &e_high, &f_back_low, &f_back_high, f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, + */ + __pyx_t_10 = PyInt_FromLong(__pyx_v_f_high); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1598; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1602 + * self.train_max_initial_size, self.train_max_initial_size, + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): # <<<<<<<<<<<<<< + * gap_error = 0 + * num_gaps = 0 + */ + __pyx_t_9 = (((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_low, __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, (&__pyx_v_e_low), (&__pyx_v_e_high), (&__pyx_v_f_back_low), (&__pyx_v_f_back_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_min_gap_size, 0, ((__pyx_v_self->max_nonterminals - __pyx_v_num_chunks) + 1), 1, 1, 0, 0) != 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1603 + * self.train_min_gap_size, 0, + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 # <<<<<<<<<<<<<< + * num_gaps = 0 + * + */ + __pyx_v_gap_error = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1604 + * self.max_nonterminals - num_chunks + 1, 1, 1, 0, 0): + * gap_error = 0 + * num_gaps = 0 # <<<<<<<<<<<<<< + * + * if f_back_low < f_low: + */ + __pyx_v_num_gaps = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1606 + * num_gaps = 0 + * + * if f_back_low < f_low: # <<<<<<<<<<<<<< + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + */ + __pyx_t_9 = ((__pyx_v_f_back_low < __pyx_v_f_low) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1607 + * + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low # <<<<<<<<<<<<<< + * f_gap_high[0] = f_low + * num_gaps = 1 + */ + (__pyx_v_f_gap_low[0]) = __pyx_v_f_back_low; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1608 + * if f_back_low < f_low: + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low # <<<<<<<<<<<<<< + * num_gaps = 1 + * gap_start = 0 + */ + (__pyx_v_f_gap_high[0]) = __pyx_v_f_low; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1609 + * f_gap_low[0] = f_back_low + * f_gap_high[0] = f_low + * num_gaps = 1 # <<<<<<<<<<<<<< + * gap_start = 0 + * phrase_len = phrase_len+1 + */ + __pyx_v_num_gaps = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1610 + * f_gap_high[0] = f_low + * num_gaps = 1 + * gap_start = 0 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_gap_start = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1611 + * num_gaps = 1 + * gap_start = 0 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1612 + * gap_start = 0 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1613 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L36; + } + __pyx_L36:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1614 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + */ + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1615 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + */ + __pyx_t_9 = (((__pyx_v_f_links_low[__pyx_v_f_back_low]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) == -1) != 0); + __pyx_t_8 = __pyx_t_7; + } else { + __pyx_t_8 = __pyx_t_9; + } + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1616 + * if self.tight_phrases: + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1617 + * if f_links_low[f_back_low] == -1 or f_links_low[f_low-1] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * gap_start = 1 + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_136)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_136); + goto __pyx_L38; + } + __pyx_L38:; + goto __pyx_L37; + } + __pyx_L37:; + goto __pyx_L35; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1619 + * reason_for_failure = "Inside edges of preceding subphrase are not tight" + * else: + * gap_start = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases and f_links_low[f_low] == -1: + * # this is not a hard error. we can't extract this phrase + */ + __pyx_v_gap_start = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1620 + * else: + * gap_start = 1 + * if self.tight_phrases and f_links_low[f_low] == -1: # <<<<<<<<<<<<<< + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + */ + if ((__pyx_v_self->tight_phrases != 0)) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_low]) == -1) != 0); + __pyx_t_9 = __pyx_t_8; + } else { + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + } + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1623 + * # this is not a hard error. we can't extract this phrase + * # but we still might be able to extract a superphrase + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * for i from 0 <= i < matching.size - 1: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L39; + } + __pyx_L39:; + } + __pyx_L35:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1625 + * met_constraints = 0 + * + * for i from 0 <= i < matching.size - 1: # <<<<<<<<<<<<<< + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + */ + __pyx_t_12 = (__pyx_v_matching->size - 1); + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_12; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1626 + * + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start # <<<<<<<<<<<<<< + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(1 + __pyx_v_i)]) = (((__pyx_v_matching->arr[(__pyx_v_matching->start + __pyx_v_i)]) + (__pyx_v_chunklen[__pyx_v_i])) - __pyx_v_f_sent_start); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1627 + * for i from 0 <= i < matching.size - 1: + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * + */ + (__pyx_v_f_gap_high[(1 + __pyx_v_i)]) = ((__pyx_v_matching->arr[((__pyx_v_matching->start + __pyx_v_i) + 1)]) - __pyx_v_f_sent_start); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1628 + * f_gap_low[1+i] = matching.arr[matching.start+i] + chunklen[i] - f_sent_start + * f_gap_high[1+i] = matching.arr[matching.start+i+1] - f_sent_start + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * + * if f_high < f_back_high: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + } + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1630 + * num_gaps = num_gaps + 1 + * + * if f_high < f_back_high: # <<<<<<<<<<<<<< + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + */ + __pyx_t_9 = ((__pyx_v_f_high < __pyx_v_f_back_high) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1631 + * + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high # <<<<<<<<<<<<<< + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + */ + (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_high; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1632 + * if f_high < f_back_high: + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high # <<<<<<<<<<<<<< + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + */ + (__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_num_gaps)]) = __pyx_v_f_back_high; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1633 + * f_gap_low[gap_start+num_gaps] = f_high + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 # <<<<<<<<<<<<<< + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + */ + __pyx_v_num_gaps = (__pyx_v_num_gaps + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1634 + * f_gap_high[gap_start+num_gaps] = f_back_high + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 # <<<<<<<<<<<<<< + * if phrase_len > self.max_length: + * gap_error = 1 + */ + __pyx_v_phrase_len = (__pyx_v_phrase_len + 1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1635 + * num_gaps = num_gaps + 1 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: # <<<<<<<<<<<<<< + * gap_error = 1 + * if self.tight_phrases: + */ + __pyx_t_9 = ((__pyx_v_phrase_len > __pyx_v_self->max_length) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1636 + * phrase_len = phrase_len+1 + * if phrase_len > self.max_length: + * gap_error = 1 # <<<<<<<<<<<<<< + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + */ + __pyx_v_gap_error = 1; + goto __pyx_L43; + } + __pyx_L43:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1637 + * if phrase_len > self.max_length: + * gap_error = 1 + * if self.tight_phrases: # <<<<<<<<<<<<<< + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + */ + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1638 + * gap_error = 1 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: # <<<<<<<<<<<<<< + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" + */ + __pyx_t_9 = (((__pyx_v_f_links_low[(__pyx_v_f_back_high - 1)]) == -1) != 0); + if (!__pyx_t_9) { + __pyx_t_8 = (((__pyx_v_f_links_low[__pyx_v_f_high]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_9; + } + if (__pyx_t_7) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1639 + * if self.tight_phrases: + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + */ + __pyx_v_gap_error = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1640 + * if f_links_low[f_back_high-1] == -1 or f_links_low[f_high] == -1: + * gap_error = 1 + * reason_for_failure = "Inside edges of following subphrase are not tight" # <<<<<<<<<<<<<< + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + */ + __Pyx_INCREF(((PyObject *)__pyx_kp_s_137)); + __Pyx_DECREF(__pyx_v_reason_for_failure); + __pyx_v_reason_for_failure = ((PyObject *)__pyx_kp_s_137); + goto __pyx_L45; + } + __pyx_L45:; + goto __pyx_L44; + } + __pyx_L44:; + goto __pyx_L42; + } + /*else*/ { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1642 + * reason_for_failure = "Inside edges of following subphrase are not tight" + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + if ((__pyx_v_self->tight_phrases != 0)) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_high - 1)]) == -1) != 0); + __pyx_t_9 = __pyx_t_7; + } else { + __pyx_t_9 = (__pyx_v_self->tight_phrases != 0); + } + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1643 + * else: + * if self.tight_phrases and f_links_low[f_high-1] == -1: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if gap_error == 0: + */ + __pyx_v_met_constraints = 0; + goto __pyx_L46; + } + __pyx_L46:; + } + __pyx_L42:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1645 + * met_constraints = 0 + * + * if gap_error == 0: # <<<<<<<<<<<<<< + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + */ + __pyx_t_9 = ((__pyx_v_gap_error == 0) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1646 + * + * if gap_error == 0: + * e_word_count = e_high - e_low # <<<<<<<<<<<<<< + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + */ + __pyx_v_e_word_count = (__pyx_v_e_high - __pyx_v_e_low); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1647 + * if gap_error == 0: + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases # <<<<<<<<<<<<<< + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_2 = __pyx_v_num_gaps; + for (__pyx_v_i = 0; __pyx_v_i < __pyx_t_2; __pyx_v_i++) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1648 + * e_word_count = e_high - e_low + * for i from 0 <= i < num_gaps: # check integrity of subphrases + * if self.find_fixpoint(f_gap_low[gap_start+i], f_gap_high[gap_start+i], # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low+gap_start+i, e_gap_high+gap_start+i, + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1648; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1653 + * f_gap_low+gap_start+i, f_gap_high+gap_start+i, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + */ + __pyx_t_9 = ((((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, (__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)]), __pyx_t_10, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, ((__pyx_v_e_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_e_gap_high + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_low + __pyx_v_gap_start) + __pyx_v_i), ((__pyx_v_f_gap_high + __pyx_v_gap_start) + __pyx_v_i), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) == 0) != 0); + __Pyx_DECREF(__pyx_t_10); __pyx_t_10 = 0; + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1655 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 # <<<<<<<<<<<<<< + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) + * break + */ + __pyx_v_gap_error = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1656 + * 0, 0, 0, 0, 0, 0, 0) == 0: + * gap_error = 1 + * reason_for_failure = "Subphrase [%d, %d] failed integrity check" % (f_gap_low[gap_start+i], f_gap_high[gap_start+i]) # <<<<<<<<<<<<<< + * break + * + */ + __pyx_t_10 = PyInt_FromLong((__pyx_v_f_gap_low[(__pyx_v_gap_start + __pyx_v_i)])); if (unlikely(!__pyx_t_10)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1656; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_10); + __pyx_t_1 = PyInt_FromLong((__pyx_v_f_gap_high[(__pyx_v_gap_start + __pyx_v_i)])); 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+ if (__pyx_t_8) { + __pyx_t_7 = (((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1) != 0); + __pyx_t_18 = __pyx_t_7; + } else { + __pyx_t_18 = __pyx_t_8; + } + if (!__pyx_t_18) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1753 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L80; + } + __pyx_L80:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1754 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_back_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = ((__pyx_v_f_x_high > __pyx_v_f_sent_len) != 0); + if (!__pyx_t_18) { + __pyx_t_8 = (((__pyx_v_f_x_high - __pyx_v_f_back_low) > __pyx_v_self->train_max_initial_size) != 0); 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if (unlikely(!__pyx_t_15)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1779; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_15); + __pyx_t_14 = PyTuple_New(1); if (unlikely(!__pyx_t_14)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1779; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_14); + __Pyx_INCREF(((PyObject *)__pyx_v_self->findexes1)); + PyTuple_SET_ITEM(__pyx_t_14, 0, ((PyObject *)__pyx_v_self->findexes1)); + __Pyx_GIVEREF(((PyObject *)__pyx_v_self->findexes1)); + __pyx_t_1 = PyObject_Call(__pyx_t_15, ((PyObject *)__pyx_t_14), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1779; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_15); __pyx_t_15 = 0; + __Pyx_DECREF(((PyObject *)__pyx_t_14)); __pyx_t_14 = 0; + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1780 + * self.findexes.append(sym_setindex(self.category, i)) + * self.findexes.extend(self.findexes1) + * for j from 0 <= j < phrase.n: # <<<<<<<<<<<<<< + * if sym_isvar(phrase.syms[j]): + * fphr_arr._append(sym_setindex(self.category, i)) + */ + __pyx_t_2 = __pyx_v_phrase->n; 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+ if (__pyx_t_7) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1800 + * extracts.append((fphr, phrase2, pair_count, tuple(als3))) + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and # <<<<<<<<<<<<<< + * f_back_high == f_high and + * f_back_low == f_low and + */ + __pyx_t_8 = (((__pyx_v_phrase_len + 1) < __pyx_v_self->max_length) != 0); + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1801 + * if (num_gaps < self.max_nonterminals - 1 and + * phrase_len+1 < self.max_length and + * f_back_high == f_high and # <<<<<<<<<<<<<< + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + */ + __pyx_t_18 = ((__pyx_v_f_back_high == __pyx_v_f_high) != 0); + if (__pyx_t_18) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1802 + * phrase_len+1 < self.max_length and + * f_back_high == f_high and + * f_back_low == f_low and # <<<<<<<<<<<<<< + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + */ + __pyx_t_9 = ((__pyx_v_f_back_low == __pyx_v_f_low) != 0); + if (__pyx_t_9) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1803 + * f_back_high == f_high and + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and # <<<<<<<<<<<<<< + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + */ + __pyx_t_19 = ((((__pyx_v_f_back_high - __pyx_v_f_back_low) + (2 * __pyx_v_self->train_min_gap_size)) <= __pyx_v_self->train_max_initial_size) != 0); + if (__pyx_t_19) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1804 + * f_back_low == f_low and + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and # <<<<<<<<<<<<<< + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + */ + __pyx_t_20 = ((__pyx_v_f_low >= __pyx_v_self->train_min_gap_size) != 0); + if (__pyx_t_20) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1805 + * f_back_high - f_back_low + (2*self.train_min_gap_size) <= self.train_max_initial_size and + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and # <<<<<<<<<<<<<< + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + */ + __pyx_t_21 = ((__pyx_v_f_high <= (__pyx_v_f_sent_len - __pyx_v_self->train_min_gap_size)) != 0); + if (__pyx_t_21) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1806 + * f_low >= self.train_min_gap_size and + * f_high <= f_sent_len - self.train_min_gap_size and + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): # <<<<<<<<<<<<<< + * + * met_constraints = 1 + */ + __pyx_t_22 = ((!(__pyx_v_self->tight_phrases != 0)) != 0); + if (!__pyx_t_22) { + __pyx_t_23 = (((__pyx_v_f_links_low[(__pyx_v_f_low - 1)]) != -1) != 0); + if (__pyx_t_23) { + __pyx_t_24 = (((__pyx_v_f_links_low[__pyx_v_f_high]) != -1) != 0); + __pyx_t_25 = __pyx_t_24; + } else { + __pyx_t_25 = __pyx_t_23; + } + __pyx_t_23 = __pyx_t_25; + } else { + __pyx_t_23 = __pyx_t_22; + } + __pyx_t_22 = __pyx_t_23; + } else { + __pyx_t_22 = __pyx_t_21; + } + __pyx_t_21 = __pyx_t_22; + } else { + __pyx_t_21 = __pyx_t_20; + } + __pyx_t_20 = __pyx_t_21; + } else { + __pyx_t_20 = __pyx_t_19; + } + __pyx_t_19 = __pyx_t_20; + } else { + __pyx_t_19 = __pyx_t_9; + } + __pyx_t_9 = __pyx_t_19; + } else { + __pyx_t_9 = __pyx_t_18; + } + __pyx_t_18 = __pyx_t_9; + } else { + __pyx_t_18 = __pyx_t_8; + } + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1808 + * ((not self.tight_phrases) or (f_links_low[f_low-1] != -1 and f_links_low[f_high] != -1))): + * + * met_constraints = 1 # <<<<<<<<<<<<<< + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + */ + __pyx_v_met_constraints = 1; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1809 + * + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + */ + __pyx_v_f_x_low = (__pyx_v_f_low - __pyx_v_self->train_min_gap_size); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1810 + * met_constraints = 1 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + */ + __pyx_t_8 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1811 + * f_x_low = f_low-self.train_min_gap_size + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: # <<<<<<<<<<<<<< + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + */ + while (1) { + __pyx_t_8 = ((__pyx_v_f_x_low >= 0) != 0); + if (__pyx_t_8) { + __pyx_t_7 = (((__pyx_v_f_links_low[__pyx_v_f_x_low]) == -1) != 0); + __pyx_t_18 = __pyx_t_7; + } else { + __pyx_t_18 = __pyx_t_8; + } + if (!__pyx_t_18) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1812 + * if self.tight_phrases: + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 # <<<<<<<<<<<<<< + * if f_x_low < 0: + * met_constraints = 0 + */ + __pyx_v_f_x_low = (__pyx_v_f_x_low - 1); + } + goto __pyx_L95; + } + __pyx_L95:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1813 + * while f_x_low >= 0 and f_links_low[f_x_low] == -1: + * f_x_low = f_x_low - 1 + * if f_x_low < 0: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_18 = ((__pyx_v_f_x_low < 0) != 0); + if (__pyx_t_18) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1814 + * f_x_low = f_x_low - 1 + * if f_x_low < 0: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * f_x_high = f_high+self.train_min_gap_size + */ + __pyx_v_met_constraints = 0; + goto __pyx_L98; + } + __pyx_L98:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1816 + * met_constraints = 0 + * + * f_x_high = f_high+self.train_min_gap_size # <<<<<<<<<<<<<< + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + */ + __pyx_v_f_x_high = (__pyx_v_f_high + __pyx_v_self->train_min_gap_size); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1817 + * + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: # <<<<<<<<<<<<<< + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + */ + __pyx_t_18 = (__pyx_v_self->tight_phrases != 0); + if (__pyx_t_18) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1818 + * f_x_high = f_high+self.train_min_gap_size + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: # <<<<<<<<<<<<<< + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + */ + while (1) { + __pyx_t_18 = ((__pyx_v_f_x_high <= __pyx_v_f_sent_len) != 0); + if (__pyx_t_18) { + __pyx_t_8 = (((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) == -1) != 0); + __pyx_t_7 = __pyx_t_8; + } else { + __pyx_t_7 = __pyx_t_18; + } + if (!__pyx_t_7) break; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1819 + * if self.tight_phrases: + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 # <<<<<<<<<<<<<< + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 + */ + __pyx_v_f_x_high = (__pyx_v_f_x_high + 1); + } + goto __pyx_L99; + } + __pyx_L99:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1820 + * while f_x_high <= f_sent_len and f_links_low[f_x_high-1] == -1: + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: # <<<<<<<<<<<<<< + * met_constraints = 0 + * + */ + __pyx_t_7 = ((__pyx_v_f_x_high > __pyx_v_f_sent_len) != 0); + if (!__pyx_t_7) { + __pyx_t_18 = (((__pyx_v_f_x_high - __pyx_v_f_x_low) > __pyx_v_self->train_max_initial_size) != 0); + __pyx_t_8 = __pyx_t_18; + } else { + __pyx_t_8 = __pyx_t_7; + } + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1821 + * f_x_high = f_x_high + 1 + * if f_x_high > f_sent_len or f_x_high - f_x_low > self.train_max_initial_size: + * met_constraints = 0 # <<<<<<<<<<<<<< + * + * if (met_constraints and + */ + __pyx_v_met_constraints = 0; + goto __pyx_L102; + } + __pyx_L102:; + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1823 + * met_constraints = 0 + * + * if (met_constraints and # <<<<<<<<<<<<<< + * (self.find_fixpoint(f_x_low, f_x_high, + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + if ((__pyx_v_met_constraints != 0)) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1824 + * + * if (met_constraints and + * (self.find_fixpoint(f_x_low, f_x_high, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1824; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1828 + * e_low, e_high, &e_x_low, &e_x_high, &f_x_low, &f_x_high, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 1, 1, 2, 1, 1, 1, 1) == 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + */ + __pyx_t_8 = (((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, __pyx_v_e_low, __pyx_v_e_high, (&__pyx_v_e_x_low), (&__pyx_v_e_x_high), (&__pyx_v_f_x_low), (&__pyx_v_f_x_high), __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 1, 1, 2, 1, 1, 1, 1) == 1); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_8) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1830 + * self.train_max_initial_size, self.train_max_initial_size, + * 1, 1, 2, 1, 1, 1, 1) == 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and # <<<<<<<<<<<<<< + * self.find_fixpoint(f_x_low, f_low, + * f_links_low, f_links_high, e_links_low, e_links_high, + */ + __pyx_t_7 = (!(__pyx_v_self->tight_phrases != 0)); + if (!__pyx_t_7) { + __pyx_t_18 = ((__pyx_v_f_links_low[__pyx_v_f_x_low]) != -1); + if (__pyx_t_18) { + __pyx_t_9 = ((__pyx_v_f_links_low[(__pyx_v_f_x_high - 1)]) != -1); + __pyx_t_19 = __pyx_t_9; + } else { + __pyx_t_19 = __pyx_t_18; + } + __pyx_t_18 = __pyx_t_19; + } else { + __pyx_t_18 = __pyx_t_7; + } + if (__pyx_t_18) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1831 + * 1, 1, 2, 1, 1, 1, 1) == 1) and + * ((not self.tight_phrases) or (f_links_low[f_x_low] != -1 and f_links_low[f_x_high-1] != -1)) and + * self.find_fixpoint(f_x_low, f_low, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_f_low); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1831; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1835 + * -1, -1, e_gap_low, e_gap_high, f_gap_low, f_gap_high, + * f_sent_len, e_sent_len, + * self.train_max_initial_size, self.train_max_initial_size, # <<<<<<<<<<<<<< + * 0, 0, 0, 0, 0, 0, 0) and + * self.find_fixpoint(f_high, f_x_high, + */ + __pyx_t_7 = (((struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory *)__pyx_v_self->__pyx_vtab)->find_fixpoint(__pyx_v_self, __pyx_v_f_x_low, __pyx_t_1, __pyx_v_f_links_low, __pyx_v_f_links_high, __pyx_v_e_links_low, __pyx_v_e_links_high, -1, -1, __pyx_v_e_gap_low, __pyx_v_e_gap_high, __pyx_v_f_gap_low, __pyx_v_f_gap_high, __pyx_v_f_sent_len, __pyx_v_e_sent_len, __pyx_v_self->train_max_initial_size, __pyx_v_self->train_max_initial_size, 0, 0, 0, 0, 0, 0, 0) != 0); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + if (__pyx_t_7) { + + /* "/home/mdenkows/cdec/python/cdec/sa/rulefactory.pxi":1837 + * self.train_max_initial_size, self.train_max_initial_size, + * 0, 0, 0, 0, 0, 0, 0) and + * self.find_fixpoint(f_high, f_x_high, # <<<<<<<<<<<<<< + * f_links_low, f_links_high, e_links_low, e_links_high, + * -1, -1, e_gap_low+1+num_gaps, e_gap_high+1+num_gaps, + */ + __pyx_t_1 = PyInt_FromLong(__pyx_v_f_x_high); 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__pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_word_ids); + p->__pyx_v_word_ids = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_words); + p->__pyx_v_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_4_make_lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *)o); + p->__pyx_v_a = 0; + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_a); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *)o; + if (p->__pyx_v_a) { + e = (*v)(p->__pyx_v_a, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_a); + p->__pyx_v_a = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_24_fmt_rule"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_LCP(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_LCP *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_LCP *)o); + p->sa = ((struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->lcp = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_3LCP_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_LCP(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_LCP *p = (struct __pyx_obj_4cdec_2sa_3_sa_LCP *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->sa); + Py_CLEAR(p->lcp); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_LCP(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_LCP *p = (struct __pyx_obj_4cdec_2sa_3_sa_LCP *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + if (p->lcp) { + e = (*v)(((PyObject*)p->lcp), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_LCP(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_LCP *p = (struct __pyx_obj_4cdec_2sa_3_sa_LCP *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->lcp); + p->lcp = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_LCP[] = { + {__Pyx_NAMESTR("compute_stats"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_3LCP_3compute_stats, METH_O, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_3LCP_2compute_stats)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_LCP = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.LCP"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_LCP), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_LCP, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_LCP, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_LCP, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_LCP, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_LCP, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_a = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_a); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_a) { + e = (*v)(p->__pyx_v_a, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_a); + p->__pyx_v_a = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_17_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_OnlineStats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *)o); + p->samples_f = Py_None; Py_INCREF(Py_None); + p->phrases_f = Py_None; Py_INCREF(Py_None); + p->phrases_e = Py_None; Py_INCREF(Py_None); + p->phrases_fe = Py_None; Py_INCREF(Py_None); + p->phrases_al = Py_None; Py_INCREF(Py_None); + p->bilex_f = Py_None; Py_INCREF(Py_None); + p->bilex_e = Py_None; Py_INCREF(Py_None); + p->bilex_fe = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_11OnlineStats_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_OnlineStats(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *p = (struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->samples_f); + Py_CLEAR(p->phrases_f); + Py_CLEAR(p->phrases_e); + Py_CLEAR(p->phrases_fe); + Py_CLEAR(p->phrases_al); + Py_CLEAR(p->bilex_f); + Py_CLEAR(p->bilex_e); + Py_CLEAR(p->bilex_fe); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_OnlineStats(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *p = (struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *)o; + if (p->samples_f) { + e = (*v)(p->samples_f, a); if (e) return e; + } + if (p->phrases_f) { + e = (*v)(p->phrases_f, a); if (e) return e; + } + if (p->phrases_e) { + e = (*v)(p->phrases_e, a); if (e) return e; + } + if (p->phrases_fe) { + e = (*v)(p->phrases_fe, a); if (e) return e; + } + if (p->phrases_al) { + e = (*v)(p->phrases_al, a); if (e) return e; + } + if (p->bilex_f) { + e = (*v)(p->bilex_f, a); if (e) return e; + } + if (p->bilex_e) { + e = (*v)(p->bilex_e, a); if (e) return e; + } + if (p->bilex_fe) { + e = (*v)(p->bilex_fe, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_OnlineStats(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *p = (struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats *)o; + PyObject* tmp; + tmp = ((PyObject*)p->samples_f); + p->samples_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrases_f); + p->phrases_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrases_e); + p->phrases_e = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrases_fe); + p->phrases_fe = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrases_al); + p->phrases_al = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->bilex_f); + p->bilex_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->bilex_e); + p->bilex_e = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->bilex_fe); + p->bilex_fe = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_samples_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9samples_f_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_samples_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9samples_f_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9samples_f_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9phrases_f_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_e(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_e(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_9phrases_e_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_fe(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_fe(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_10phrases_fe_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_al(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_al(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_10phrases_al_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_bilex_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_bilex_f(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_7bilex_f_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_bilex_e(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_bilex_e(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_7bilex_e_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_bilex_fe(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_bilex_fe(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_11OnlineStats_8bilex_fe_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_OnlineStats[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_OnlineStats[] = { + {(char *)"samples_f", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_samples_f, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_samples_f, 0, 0}, + {(char *)"phrases_f", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_f, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_f, 0, 0}, + {(char *)"phrases_e", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_e, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_e, 0, 0}, + {(char *)"phrases_fe", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_fe, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_fe, 0, 0}, + {(char *)"phrases_al", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_phrases_al, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_phrases_al, 0, 0}, + {(char *)"bilex_f", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_bilex_f, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_bilex_f, 0, 0}, + {(char *)"bilex_e", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_bilex_e, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_bilex_e, 0, 0}, + {(char *)"bilex_fe", __pyx_getprop_4cdec_2sa_3_sa_11OnlineStats_bilex_fe, __pyx_setprop_4cdec_2sa_3_sa_11OnlineStats_bilex_fe, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_OnlineStats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.OnlineStats"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_OnlineStats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_OnlineStats, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_OnlineStats, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_OnlineStats, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_OnlineStats, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_OnlineStats, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_OnlineStats, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_IntList __pyx_vtable_4cdec_2sa_3_sa_IntList; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_IntList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_IntList *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_IntList; + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_7IntList_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_IntList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_7IntList_15__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_4cdec_2sa_3_sa_IntList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_4cdec_2sa_3_sa_IntList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_7IntList_22__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_IntList[] = { + {__Pyx_NAMESTR("index"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_5index, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("partition"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_7partition, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("_doquicksort"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_9_doquicksort, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("sort"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_11sort, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reset"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_13reset, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_size"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_26get_size, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_28append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("extend"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_30extend, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_32write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7IntList_34read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_IntList = { + __pyx_pw_4cdec_2sa_3_sa_7IntList_24__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_4cdec_2sa_3_sa_IntList, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_IntList = { + __pyx_pw_4cdec_2sa_3_sa_7IntList_24__len__, /*mp_length*/ + __pyx_pw_4cdec_2sa_3_sa_7IntList_20__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_4cdec_2sa_3_sa_IntList, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_IntList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.IntList"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_IntList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_IntList, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_IntList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_IntList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_4cdec_2sa_3_sa_7IntList_3__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_4cdec_2sa_3_sa_7IntList_17__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_IntList, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_IntList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Phrase __pyx_vtable_4cdec_2sa_3_sa_Phrase; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Phrase(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Phrase *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_Phrase; + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_6Phrase_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_Phrase(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_6Phrase_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_4cdec_2sa_3_sa_Phrase(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_6Phrase_words(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_6Phrase_5words_1__get__(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Phrase[] = { + {__Pyx_NAMESTR("handle"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_7handle, METH_NOARGS, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_6Phrase_6handle)}, + {__Pyx_NAMESTR("strhandle"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_9strhandle, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_11arity, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getvarpos"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_13getvarpos, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getvar"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_15getvar, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("clen"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_17clen, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("getchunk"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_19getchunk, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("subst"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_6Phrase_32subst, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_Phrase[] = { + {(char *)"words", __pyx_getprop_4cdec_2sa_3_sa_6Phrase_words, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_Phrase = { + __pyx_pw_4cdec_2sa_3_sa_6Phrase_25__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_4cdec_2sa_3_sa_Phrase, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_Phrase = { + __pyx_pw_4cdec_2sa_3_sa_6Phrase_25__len__, /*mp_length*/ + __pyx_pw_4cdec_2sa_3_sa_6Phrase_27__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_Phrase = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.Phrase"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Phrase), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_Phrase, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_4cdec_2sa_3_sa_6Phrase_21__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_Phrase, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_Phrase, /*tp_as_mapping*/ + __pyx_pw_4cdec_2sa_3_sa_6Phrase_23__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_4cdec_2sa_3_sa_6Phrase_5__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_4cdec_2sa_3_sa_6Phrase_29__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Phrase, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_Phrase, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_Phrase, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieNode(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *)o); + p->children = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_8TrieNode_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *p = (struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->children); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_TrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *p = (struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *)o; + if (p->children) { + e = (*v)(p->children, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_TrieNode(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *p = (struct __pyx_obj_4cdec_2sa_3_sa_TrieNode *)o; + PyObject* tmp; + tmp = ((PyObject*)p->children); + p->children = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_8TrieNode_children(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_8TrieNode_8children_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_8TrieNode_children(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_8TrieNode_8children_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_8TrieNode_8children_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_TrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_TrieNode[] = { + {(char *)"children", __pyx_getprop_4cdec_2sa_3_sa_8TrieNode_children, __pyx_setprop_4cdec_2sa_3_sa_8TrieNode_children, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_TrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.TrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_TrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_TrieNode, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_TrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_TrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_TrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_TrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_line = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_line); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_line) { + e = (*v)(p->__pyx_v_line, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_line); + p->__pyx_v_line = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_2_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *)o); + p->__pyx_v_fp = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_fp); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *)o; + if (p->__pyx_v_fp) { + e = (*v)(p->__pyx_v_fp, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_fp); + p->__pyx_v_fp = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_1_read_bitext"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_feat = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_feat); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_feat) { + e = (*v)(p->__pyx_v_feat, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_feat); + p->__pyx_v_feat = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_29_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *)o); + p->__pyx_v_extract = 0; + p->__pyx_v_f_len = 0; + p->__pyx_v_f_words = 0; + p->__pyx_v_phrases = 0; + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_f_len); + Py_CLEAR(p->__pyx_v_f_words); + Py_CLEAR(p->__pyx_v_phrases); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_f_len) { + e = (*v)(p->__pyx_v_f_len, a); if (e) return e; + } + if (p->__pyx_v_f_words) { + e = (*v)(p->__pyx_v_f_words, a); if (e) return e; + } + if (p->__pyx_v_phrases) { + e = (*v)(p->__pyx_v_phrases, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_len); + p->__pyx_v_f_len = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_words); + p->__pyx_v_f_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrases); + p->__pyx_v_phrases = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_26_get_f_phrases"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_ExtendedTrieNode(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *p; + PyObject *o = __pyx_tp_new_4cdec_2sa_3_sa_TrieNode(t, a, k); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *)o); + p->phrase = Py_None; Py_INCREF(Py_None); + p->phrase_location = Py_None; Py_INCREF(Py_None); + p->suffix_link = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->phrase); + Py_CLEAR(p->phrase_location); + Py_CLEAR(p->suffix_link); + PyObject_GC_Track(o); + __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieNode(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_ExtendedTrieNode(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *)o; + e = __pyx_tp_traverse_4cdec_2sa_3_sa_TrieNode(o, v, a); if (e) return e; + if (p->phrase) { + e = (*v)(p->phrase, a); if (e) return e; + } + if (p->phrase_location) { + e = (*v)(p->phrase_location, a); if (e) return e; + } + if (p->suffix_link) { + e = (*v)(p->suffix_link, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_ExtendedTrieNode(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *p = (struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode *)o; + PyObject* tmp; + __pyx_tp_clear_4cdec_2sa_3_sa_TrieNode(o); + tmp = ((PyObject*)p->phrase); + p->phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->phrase_location); + p->phrase_location = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->suffix_link); + p->suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_6phrase_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase_location(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_15phrase_location_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_16ExtendedTrieNode_suffix_link(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_16ExtendedTrieNode_11suffix_link_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_ExtendedTrieNode[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_ExtendedTrieNode[] = { + {(char *)"phrase", __pyx_getprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase, __pyx_setprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase, 0, 0}, + {(char *)"phrase_location", __pyx_getprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase_location, __pyx_setprop_4cdec_2sa_3_sa_16ExtendedTrieNode_phrase_location, 0, 0}, + {(char *)"suffix_link", __pyx_getprop_4cdec_2sa_3_sa_16ExtendedTrieNode_suffix_link, __pyx_setprop_4cdec_2sa_3_sa_16ExtendedTrieNode_suffix_link, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_ExtendedTrieNode = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.ExtendedTrieNode"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_ExtendedTrieNode), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_ExtendedTrieNode, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_ExtendedTrieNode, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_ExtendedTrieNode, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_ExtendedTrieNode, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_ExtendedTrieNode, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_ExtendedTrieNode, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Alignment __pyx_vtable_4cdec_2sa_3_sa_Alignment; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Alignment(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Alignment *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); 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(p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_Alignment(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Alignment *p = (struct __pyx_obj_4cdec_2sa_3_sa_Alignment *)o; + PyObject* tmp; + tmp = ((PyObject*)p->links); + p->links = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Alignment[] = { + {__Pyx_NAMESTR("unlink"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9Alignment_1unlink, METH_O, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_9Alignment_unlink)}, + {__Pyx_NAMESTR("get_sent_links"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9Alignment_3get_sent_links, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), 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+ __pyx_tp_dealloc_4cdec_2sa_3_sa_Alignment, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_Alignment, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_Alignment, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Alignment, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, 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p->__pyx_t_5 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_19_input(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_alignment); + Py_CLEAR(p->__pyx_v_als); + Py_CLEAR(p->__pyx_v_alslist); + Py_CLEAR(p->__pyx_v_chunklen); + Py_CLEAR(p->__pyx_v_count); + Py_CLEAR(p->__pyx_v_ctx_name); + Py_CLEAR(p->__pyx_v_e); + Py_CLEAR(p->__pyx_v_elist); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_extract_start); + Py_CLEAR(p->__pyx_v_extract_stop); + Py_CLEAR(p->__pyx_v_extracts); + Py_CLEAR(p->__pyx_v_f); + Py_CLEAR(p->__pyx_v_f_syms); + Py_CLEAR(p->__pyx_v_fcount); + Py_CLEAR(p->__pyx_v_fphrases); + Py_CLEAR(p->__pyx_v_frontier); + Py_CLEAR(p->__pyx_v_frontier_nodes); + Py_CLEAR(p->__pyx_v_fwords); + Py_CLEAR(p->__pyx_v_genexpr); + Py_CLEAR(p->__pyx_v_hiero_phrase); + Py_CLEAR(p->__pyx_v_input_match); + 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Py_CLEAR(p->__pyx_v_suffix_link_xcat_index); + Py_CLEAR(p->__pyx_v_word_id); + Py_CLEAR(p->__pyx_v_xcat_index); + Py_CLEAR(p->__pyx_v_xnode); + Py_CLEAR(p->__pyx_v_xroot); + Py_CLEAR(p->__pyx_t_3); + Py_CLEAR(p->__pyx_t_4); + Py_CLEAR(p->__pyx_t_5); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_19_input < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_19_input[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_19_input++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_19_input(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *)o; + if (p->__pyx_v_alignment) { + e = (*v)(p->__pyx_v_alignment, a); if (e) return e; + } + if (p->__pyx_v_als) { + e = (*v)(p->__pyx_v_als, a); if (e) return e; + } + if (p->__pyx_v_alslist) { + e = (*v)(p->__pyx_v_alslist, a); if (e) return e; + } + if (p->__pyx_v_chunklen) { + e = (*v)(((PyObject*)p->__pyx_v_chunklen), a); if (e) return e; + } + if (p->__pyx_v_count) { + e = (*v)(p->__pyx_v_count, a); if (e) return e; + } + if (p->__pyx_v_ctx_name) { + e = (*v)(p->__pyx_v_ctx_name, a); if (e) return e; + } + if (p->__pyx_v_e) { + e = (*v)(p->__pyx_v_e, a); if (e) return e; + } + if (p->__pyx_v_elist) { + e = (*v)(p->__pyx_v_elist, a); if (e) return e; + } + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_extract_start) { + e = (*v)(p->__pyx_v_extract_start, a); if (e) return e; + } + if (p->__pyx_v_extract_stop) { + e = (*v)(p->__pyx_v_extract_stop, a); if (e) return e; + } + if (p->__pyx_v_extracts) { + e = (*v)(p->__pyx_v_extracts, a); if (e) return e; + } + if (p->__pyx_v_f) { + e = (*v)(p->__pyx_v_f, a); if (e) return e; + } + if (p->__pyx_v_f_syms) { + e = (*v)(p->__pyx_v_f_syms, a); if (e) return e; + } + if (p->__pyx_v_fcount) { + e = (*v)(p->__pyx_v_fcount, a); if (e) return e; + } + if (p->__pyx_v_fphrases) { + e = (*v)(p->__pyx_v_fphrases, a); if (e) return e; + } + if (p->__pyx_v_frontier) { + e = (*v)(p->__pyx_v_frontier, a); if (e) return e; + } + if (p->__pyx_v_frontier_nodes) { + e = (*v)(p->__pyx_v_frontier_nodes, a); if (e) return e; + } + if (p->__pyx_v_fwords) { + e = (*v)(p->__pyx_v_fwords, a); if (e) return e; + } + if (p->__pyx_v_genexpr) { + e = (*v)(p->__pyx_v_genexpr, a); if (e) return e; + } + if (p->__pyx_v_hiero_phrase) { + e = (*v)(((PyObject*)p->__pyx_v_hiero_phrase), a); if (e) return e; + } + if (p->__pyx_v_input_match) { + e = (*v)(p->__pyx_v_input_match, a); if (e) return e; + } + if (p->__pyx_v_intersect_start_time) { + e = (*v)(p->__pyx_v_intersect_start_time, a); if (e) return e; + } + if (p->__pyx_v_intersect_stop_time) { + e = (*v)(p->__pyx_v_intersect_stop_time, a); if (e) return e; + } + if (p->__pyx_v_is_shadow_path) { + e = (*v)(p->__pyx_v_is_shadow_path, a); if (e) return e; + } + if (p->__pyx_v_key) { + e = (*v)(p->__pyx_v_key, a); if (e) return e; + } + if (p->__pyx_v_lex_i) { + e = (*v)(p->__pyx_v_lex_i, a); if (e) return e; + } + if (p->__pyx_v_lex_j) { + e = (*v)(p->__pyx_v_lex_j, a); if (e) return e; + } + if (p->__pyx_v_loc) { + e = (*v)(p->__pyx_v_loc, a); if (e) return e; + } + if (p->__pyx_v_locs) { + e = (*v)(p->__pyx_v_locs, a); if (e) return e; + } + if (p->__pyx_v_max_locs) { + e = (*v)(p->__pyx_v_max_locs, a); if (e) return e; + } + if (p->__pyx_v_meta) { + e = (*v)(p->__pyx_v_meta, a); if (e) return e; + } + if (p->__pyx_v_new_frontier) { + e = (*v)(p->__pyx_v_new_frontier, a); if (e) return e; + } + if (p->__pyx_v_new_node) { + e = (*v)(p->__pyx_v_new_node, a); if (e) return e; + } + if (p->__pyx_v_next_states) { + e = (*v)(p->__pyx_v_next_states, a); if (e) return e; + } + if (p->__pyx_v_node) { + e = (*v)(p->__pyx_v_node, a); if (e) return e; + } + if (p->__pyx_v_nodes_isteps_away_buffer) { + e = (*v)(p->__pyx_v_nodes_isteps_away_buffer, a); if (e) return e; + } + if (p->__pyx_v_pathlen) { + e = (*v)(p->__pyx_v_pathlen, a); if (e) return e; + } + if (p->__pyx_v_phrase) { + e = (*v)(p->__pyx_v_phrase, a); if (e) return e; + } + if (p->__pyx_v_phrase_location) { + e = (*v)(((PyObject*)p->__pyx_v_phrase_location), a); if (e) return e; + } + if (p->__pyx_v_prefix) { + e = (*v)(p->__pyx_v_prefix, a); if (e) return e; + } + if (p->__pyx_v_reachable_buffer) { + e = (*v)(p->__pyx_v_reachable_buffer, a); if (e) return e; + } + if (p->__pyx_v_sa_range) { + e = (*v)(p->__pyx_v_sa_range, a); if (e) return e; + } + if (p->__pyx_v_sample) { + e = (*v)(((PyObject*)p->__pyx_v_sample), a); if (e) return e; + } + if (p->__pyx_v_scores) { + e = (*v)(((PyObject*)p->__pyx_v_scores), a); if (e) return e; + } + if (p->__pyx_v_seen_phrases) { + e = (*v)(p->__pyx_v_seen_phrases, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_spanlen) { + e = (*v)(p->__pyx_v_spanlen, a); if (e) return e; + } + if (p->__pyx_v_stats) { + e = (*v)(p->__pyx_v_stats, a); if (e) return e; + } + if (p->__pyx_v_stop_time) { + e = (*v)(p->__pyx_v_stop_time, a); if (e) return e; + } + if (p->__pyx_v_suffix_link) { + e = (*v)(p->__pyx_v_suffix_link, a); if (e) return e; + } + if (p->__pyx_v_suffix_link_xcat_index) { + e = (*v)(p->__pyx_v_suffix_link_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_word_id) { + e = (*v)(p->__pyx_v_word_id, a); if (e) return e; + } + if (p->__pyx_v_xcat_index) { + e = (*v)(p->__pyx_v_xcat_index, a); if (e) return e; + } + if (p->__pyx_v_xnode) { + e = (*v)(p->__pyx_v_xnode, a); if (e) return e; + } + if (p->__pyx_v_xroot) { + e = (*v)(p->__pyx_v_xroot, a); if (e) return e; + } + if (p->__pyx_t_3) { + e = (*v)(p->__pyx_t_3, a); if (e) return e; + } + if (p->__pyx_t_4) { + e = (*v)(p->__pyx_t_4, a); if (e) return e; + } + if (p->__pyx_t_5) { + e = (*v)(p->__pyx_t_5, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_19_input(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_alignment); + p->__pyx_v_alignment = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_als); + p->__pyx_v_als = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_alslist); + p->__pyx_v_alslist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_chunklen); + p->__pyx_v_chunklen = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_count); + p->__pyx_v_count = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ctx_name); + p->__pyx_v_ctx_name = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_e); + p->__pyx_v_e = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_elist); + p->__pyx_v_elist = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_start); + p->__pyx_v_extract_start = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract_stop); + p->__pyx_v_extract_stop = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extracts); + p->__pyx_v_extracts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f); + p->__pyx_v_f = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_syms); + p->__pyx_v_f_syms = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fcount); + p->__pyx_v_fcount = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fphrases); + p->__pyx_v_fphrases = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_frontier); + p->__pyx_v_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_frontier_nodes); + p->__pyx_v_frontier_nodes = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fwords); + p->__pyx_v_fwords = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_genexpr); + p->__pyx_v_genexpr = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_hiero_phrase); + p->__pyx_v_hiero_phrase = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_input_match); + p->__pyx_v_input_match = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_intersect_start_time); + p->__pyx_v_intersect_start_time = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_intersect_stop_time); + p->__pyx_v_intersect_stop_time = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_is_shadow_path); + p->__pyx_v_is_shadow_path = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_key); + p->__pyx_v_key = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_lex_i); + p->__pyx_v_lex_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_lex_j); + p->__pyx_v_lex_j = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_loc); + p->__pyx_v_loc = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_locs); + p->__pyx_v_locs = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_max_locs); + p->__pyx_v_max_locs = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_meta); + p->__pyx_v_meta = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_new_frontier); + p->__pyx_v_new_frontier = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_new_node); + p->__pyx_v_new_node = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_next_states); + p->__pyx_v_next_states = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_node); + p->__pyx_v_node = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_nodes_isteps_away_buffer); + p->__pyx_v_nodes_isteps_away_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_pathlen); + p->__pyx_v_pathlen = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrase); + p->__pyx_v_phrase = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_phrase_location); + p->__pyx_v_phrase_location = ((struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_prefix); + p->__pyx_v_prefix = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_reachable_buffer); + p->__pyx_v_reachable_buffer = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sa_range); + p->__pyx_v_sa_range = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sample); + p->__pyx_v_sample = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_scores); + p->__pyx_v_scores = ((struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_seen_phrases); + p->__pyx_v_seen_phrases = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_spanlen); + p->__pyx_v_spanlen = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_stats); + p->__pyx_v_stats = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_stop_time); + p->__pyx_v_stop_time = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_suffix_link); + p->__pyx_v_suffix_link = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_suffix_link_xcat_index); + p->__pyx_v_suffix_link_xcat_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word_id); + p->__pyx_v_word_id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_xcat_index); + p->__pyx_v_xcat_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_xnode); + p->__pyx_v_xnode = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_xroot); + p->__pyx_v_xroot = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_3); + p->__pyx_t_3 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_4); + p->__pyx_t_4 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_5); + p->__pyx_t_5 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_19_input[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_19_input = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_19_input"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_19_input, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_19_input, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_19_input, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_19_input, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_19_input, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *)o); + p->__pyx_v_syms = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_syms); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *)o; + if (p->__pyx_v_syms) { + e = (*v)(p->__pyx_v_syms, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_syms); + p->__pyx_v_syms = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_13_decode_words"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_i = 0; + p->__pyx_v_j = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_i); + Py_CLEAR(p->__pyx_v_j); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_i) { + e = (*v)(p->__pyx_v_i, a); if (e) return e; + } + if (p->__pyx_v_j) { + e = (*v)(p->__pyx_v_j, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_i); + p->__pyx_v_i = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_j); + p->__pyx_v_j = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_23_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Rule(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Rule *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_Rule *)o); + p->f = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + p->e = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + p->scores = ((struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None); + p->word_alignments = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_4Rule_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_Rule(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Rule *p = (struct __pyx_obj_4cdec_2sa_3_sa_Rule *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->f); + Py_CLEAR(p->e); + Py_CLEAR(p->scores); + Py_CLEAR(p->word_alignments); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_Rule(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_Rule *p = (struct __pyx_obj_4cdec_2sa_3_sa_Rule *)o; + if (p->f) { + e = (*v)(((PyObject*)p->f), a); if (e) return e; + } + if (p->e) { + e = (*v)(((PyObject*)p->e), a); if (e) return e; + } + if (p->scores) { + e = (*v)(((PyObject*)p->scores), a); if (e) return e; + } + if (p->word_alignments) { + e = (*v)(p->word_alignments, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_Rule(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Rule *p = (struct __pyx_obj_4cdec_2sa_3_sa_Rule *)o; + PyObject* tmp; + tmp = ((PyObject*)p->f); + p->f = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e); + p->e = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->scores); + p->scores = ((struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->word_alignments); + p->word_alignments = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_4Rule_f(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_4Rule_1f_1__get__(o); +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_4Rule_e(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_4Rule_1e_1__get__(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Rule[] = { + {__Pyx_NAMESTR("fmerge"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_4Rule_7fmerge, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("arity"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_4Rule_9arity, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("alignments"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_4Rule_13alignments, METH_NOARGS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_Rule[] = { + {(char *)"f", __pyx_getprop_4cdec_2sa_3_sa_4Rule_f, 0, 0, 0}, + {(char *)"e", __pyx_getprop_4cdec_2sa_3_sa_4Rule_e, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_Rule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.Rule"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Rule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_Rule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + __pyx_pw_4cdec_2sa_3_sa_4Rule_5__cmp__, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + __pyx_pw_4cdec_2sa_3_sa_4Rule_3__hash__, /*tp_hash*/ + 0, /*tp_call*/ + __pyx_pw_4cdec_2sa_3_sa_4Rule_11__str__, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_Rule, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_Rule, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Rule, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_Rule, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_Rule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_word = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_word); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_word) { + e = (*v)(p->__pyx_v_word, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_19_input *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word); + p->__pyx_v_word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_20_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Precomputation __pyx_vtable_4cdec_2sa_3_sa_Precomputation; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Precomputation(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_Precomputation; + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_14Precomputation_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_Precomputation(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *p = (struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->precomputed_index); + Py_CLEAR(p->precomputed_collocations); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_Precomputation(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *p = (struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *)o; + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_Precomputation(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *p = (struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Precomputation[] = { + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_14Precomputation_3read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_14Precomputation_5write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_14Precomputation_7precompute, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_Precomputation = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.Precomputation"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_Precomputation, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_Precomputation, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_Precomputation, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Precomputation, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_Precomputation, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_27___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *)o); + p->__pyx_v_al = 0; + p->__pyx_v_cover = 0; + p->__pyx_v_e_nt_cover = 0; + p->__pyx_v_e_words = 0; + p->__pyx_v_ef_span = 0; + p->__pyx_v_extract = 0; + p->__pyx_v_f_len = 0; + p->__pyx_v_f_words = 0; + p->__pyx_v_fe_span = 0; + p->__pyx_v_rules = 0; + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_al); + Py_CLEAR(p->__pyx_v_cover); + Py_CLEAR(p->__pyx_v_e_nt_cover); + Py_CLEAR(p->__pyx_v_e_words); + Py_CLEAR(p->__pyx_v_ef_span); + Py_CLEAR(p->__pyx_v_extract); + Py_CLEAR(p->__pyx_v_f_len); + Py_CLEAR(p->__pyx_v_f_words); + Py_CLEAR(p->__pyx_v_fe_span); + Py_CLEAR(p->__pyx_v_rules); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *)o; + if (p->__pyx_v_al) { + e = (*v)(p->__pyx_v_al, a); if (e) return e; + } + if (p->__pyx_v_cover) { + e = (*v)(p->__pyx_v_cover, a); if (e) return e; + } + if (p->__pyx_v_e_nt_cover) { + e = (*v)(p->__pyx_v_e_nt_cover, a); if (e) return e; + } + if (p->__pyx_v_e_words) { + e = (*v)(p->__pyx_v_e_words, a); if (e) return e; + } + if (p->__pyx_v_ef_span) { + e = (*v)(p->__pyx_v_ef_span, a); if (e) return e; + } + if (p->__pyx_v_extract) { + e = (*v)(p->__pyx_v_extract, a); if (e) return e; + } + if (p->__pyx_v_f_len) { + e = (*v)(p->__pyx_v_f_len, a); if (e) return e; + } + if (p->__pyx_v_f_words) { + e = (*v)(p->__pyx_v_f_words, a); if (e) return e; + } + if (p->__pyx_v_fe_span) { + e = (*v)(p->__pyx_v_fe_span, a); if (e) return e; + } + if (p->__pyx_v_rules) { + e = (*v)(p->__pyx_v_rules, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_al); + p->__pyx_v_al = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_cover); + p->__pyx_v_cover = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_e_nt_cover); + p->__pyx_v_e_nt_cover = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_e_words); + p->__pyx_v_e_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ef_span); + p->__pyx_v_ef_span = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_extract); + p->__pyx_v_extract = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_len); + p->__pyx_v_f_len = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_f_words); + p->__pyx_v_f_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_fe_span); + p->__pyx_v_fe_span = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_rules); + p->__pyx_v_rules = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_21_add_instance"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_TrieMap __pyx_vtable_4cdec_2sa_3_sa_TrieMap; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieMap(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_TrieMap; + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_7TrieMap_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_7TrieMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_TrieMap[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7TrieMap_5insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("contains"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7TrieMap_7contains, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("toMap"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7TrieMap_9toMap, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_TrieMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.TrieMap"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_TrieMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_TrieMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *)o); + p->__pyx_v_point = 0; + p->__pyx_v_self = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_point); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *)o; + if (p->__pyx_v_point) { + e = (*v)(p->__pyx_v_point, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_point); + p->__pyx_v_point = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_Rule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_18_alignments"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_VEBIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_VEBIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_VEBIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_11VEBIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_VEBIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.VEBIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_VEBIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_VEBIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_4cdec_2sa_3_sa_11VEBIterator_1__next__, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_VEBIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_VEBIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_word = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_word); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_word) { + e = (*v)(p->__pyx_v_word, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word); + p->__pyx_v_word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_5_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_FloatList __pyx_vtable_4cdec_2sa_3_sa_FloatList; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_FloatList(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_FloatList *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_FloatList *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_FloatList; + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_9FloatList_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_FloatList(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_9FloatList_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} +static PyObject *__pyx_sq_item_4cdec_2sa_3_sa_FloatList(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static int __pyx_mp_ass_subscript_4cdec_2sa_3_sa_FloatList(PyObject *o, PyObject *i, PyObject *v) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9FloatList_7__setitem__(o, i, v); + } + else { + PyErr_Format(PyExc_NotImplementedError, + "Subscript deletion not supported by %s", Py_TYPE(o)->tp_name); + return -1; + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_FloatList[] = { + {__Pyx_NAMESTR("append"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9FloatList_11append, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9FloatList_13write, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9FloatList_15read, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_FloatList = { + __pyx_pw_4cdec_2sa_3_sa_9FloatList_9__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_4cdec_2sa_3_sa_FloatList, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_FloatList = { + __pyx_pw_4cdec_2sa_3_sa_9FloatList_9__len__, /*mp_length*/ + __pyx_pw_4cdec_2sa_3_sa_9FloatList_5__getitem__, /*mp_subscript*/ + __pyx_mp_ass_subscript_4cdec_2sa_3_sa_FloatList, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_FloatList = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.FloatList"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_FloatList), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_FloatList, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_FloatList, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_FloatList, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_FloatList, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_FloatList, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_StringMap __pyx_vtable_4cdec_2sa_3_sa_StringMap; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_StringMap(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_StringMap *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_StringMap *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_StringMap; + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_9StringMap_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_StringMap(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_9StringMap_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_StringMap[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_StringMap = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.StringMap"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_StringMap), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_StringMap, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_StringMap, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_StringMap, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_Phrase *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_15___iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_16___str__[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_16___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_16___str__[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_16___str__]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_16___str__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_16___str__[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_16___str__++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_16___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_16___str__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_Rule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_16___str__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_16___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_16___str__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_16___str__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_16___str__, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_16___str__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_16___str__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_16___str__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_TrieTable(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *)o); + p->root = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_9TrieTable_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieTable(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *p = (struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->root); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_TrieTable(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *p = (struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *)o; + if (p->root) { + e = (*v)(p->root, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_TrieTable(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *p = (struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *)o; + PyObject* tmp; + tmp = ((PyObject*)p->root); + p->root = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9TrieTable_extended(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_8extended_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9TrieTable_extended(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_8extended_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9TrieTable_count(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_5count_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9TrieTable_count(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_5count_3__set__(o, v); + } + else { + PyErr_SetString(PyExc_NotImplementedError, "__del__"); + return -1; + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9TrieTable_root(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_4root_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9TrieTable_root(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_4root_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_9TrieTable_4root_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_TrieTable[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_TrieTable[] = { + {(char *)"extended", __pyx_getprop_4cdec_2sa_3_sa_9TrieTable_extended, __pyx_setprop_4cdec_2sa_3_sa_9TrieTable_extended, 0, 0}, + {(char *)"count", __pyx_getprop_4cdec_2sa_3_sa_9TrieTable_count, __pyx_setprop_4cdec_2sa_3_sa_9TrieTable_count, 0, 0}, + {(char *)"root", __pyx_getprop_4cdec_2sa_3_sa_9TrieTable_root, __pyx_setprop_4cdec_2sa_3_sa_9TrieTable_root, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_TrieTable = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.TrieTable"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_TrieTable), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_TrieTable, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_TrieTable, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_TrieTable, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_TrieTable, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_TrieTable, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_TrieTable, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *)o); + p->__pyx_v_words = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_words); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *)o; + if (p->__pyx_v_words) { + e = (*v)(p->__pyx_v_words, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_words); + p->__pyx_v_words = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_11_encode_words"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_packed = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_packed); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_packed) { + e = (*v)(p->__pyx_v_packed, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_packed); + p->__pyx_v_packed = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_25_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_word = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_word); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_word) { + e = (*v)(p->__pyx_v_word, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word); + p->__pyx_v_word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_12_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_word = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_word); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_word) { + e = (*v)(p->__pyx_v_word, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_word); + p->__pyx_v_word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_6_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *)o); + p->__pyx_v_links = 0; + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_links); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *)o; + if (p->__pyx_v_links) { + e = (*v)(p->__pyx_v_links, a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_links); + p->__pyx_v_links = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_22_form_rule"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v__ = 0; + p->__pyx_v_sym = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v__); + Py_CLEAR(p->__pyx_v_sym); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v__) { + e = (*v)(p->__pyx_v__, a); if (e) return e; + } + if (p->__pyx_v_sym) { + e = (*v)(p->__pyx_v_sym, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v__); + p->__pyx_v__ = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sym); + p->__pyx_v_sym = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_10_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_VEB __pyx_vtable_4cdec_2sa_3_sa_VEB; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_VEB(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_VEB *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_VEB *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_VEB; + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_3VEB_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_VEB(PyObject *o) { + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_3VEB_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_VEB[] = { + {__Pyx_NAMESTR("insert"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_3VEB_7insert, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("findsucc"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_3VEB_9findsucc, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_VEB = { + __pyx_pw_4cdec_2sa_3_sa_3VEB_11__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + 0, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + __pyx_pw_4cdec_2sa_3_sa_3VEB_13__contains__, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_VEB = { + __pyx_pw_4cdec_2sa_3_sa_3VEB_11__len__, /*mp_length*/ + 0, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_VEB = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.VEB"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_VEB), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_VEB, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_VEB, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_VEB, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + __pyx_pw_4cdec_2sa_3_sa_3VEB_5__iter__, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_VEB, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_VEB, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *)o); + p->__pyx_v_lattice = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_lattice); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *)o; + if (p->__pyx_v_lattice) { + e = (*v)(p->__pyx_v_lattice, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_lattice); + p->__pyx_v_lattice = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_7_decode_lattice"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_PhraseLocation __pyx_vtable_4cdec_2sa_3_sa_PhraseLocation; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_PhraseLocation(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_PhraseLocation; + p->arr = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_14PhraseLocation_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_PhraseLocation(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *p = (struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->arr); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_PhraseLocation(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *p = (struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *)o; + if (p->arr) { + e = (*v)(((PyObject*)p->arr), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_PhraseLocation(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *p = (struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *)o; + PyObject* tmp; + tmp = ((PyObject*)p->arr); + p->arr = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_PhraseLocation[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_PhraseLocation = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.PhraseLocation"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_PhraseLocation, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_PhraseLocation, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_PhraseLocation, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_PhraseLocation, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_PhraseLocation, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Scorer __pyx_vtable_4cdec_2sa_3_sa_Scorer; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Scorer(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Scorer *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_Scorer *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_Scorer; + p->models = Py_None; Py_INCREF(Py_None); + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_Scorer(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Scorer *p = (struct __pyx_obj_4cdec_2sa_3_sa_Scorer *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->models); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_Scorer(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_Scorer *p = (struct __pyx_obj_4cdec_2sa_3_sa_Scorer *)o; + if (p->models) { + e = (*v)(p->models, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_Scorer(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Scorer *p = (struct __pyx_obj_4cdec_2sa_3_sa_Scorer *)o; + PyObject* tmp; + tmp = ((PyObject*)p->models); + p->models = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Scorer[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_Scorer = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.Scorer"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Scorer), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_Scorer, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_Scorer, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_Scorer, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Scorer, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + __pyx_pw_4cdec_2sa_3_sa_6Scorer_1__init__, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_Scorer, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Sampler(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Sampler *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_Sampler *)o); + p->sa = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_7Sampler_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Sampler *p = (struct __pyx_obj_4cdec_2sa_3_sa_Sampler *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->sa); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_Sampler(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_Sampler *p = (struct __pyx_obj_4cdec_2sa_3_sa_Sampler *)o; + if (p->sa) { + e = (*v)(((PyObject*)p->sa), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_Sampler(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Sampler *p = (struct __pyx_obj_4cdec_2sa_3_sa_Sampler *)o; + PyObject* tmp; + tmp = ((PyObject*)p->sa); + p->sa = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Sampler[] = { + {__Pyx_NAMESTR("sample"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_7Sampler_3sample, METH_O, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_7Sampler_2sample)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_Sampler = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.Sampler"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Sampler), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_Sampler, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("A Sampler implements a logic for choosing\n samples from a population range"), /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_Sampler, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_Sampler, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Sampler, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_Sampler, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_Alphabet __pyx_vtable_4cdec_2sa_3_sa_Alphabet; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_Alphabet(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_Alphabet; + p->terminals = ((struct __pyx_obj_4cdec_2sa_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->nonterminals = ((struct __pyx_obj_4cdec_2sa_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_8Alphabet_1__cinit__(o, __pyx_empty_tuple, NULL) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *p = (struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *)o; + PyObject_GC_UnTrack(o); + { + PyObject *etype, *eval, *etb; + PyErr_Fetch(&etype, &eval, &etb); + ++Py_REFCNT(o); + __pyx_pw_4cdec_2sa_3_sa_8Alphabet_3__dealloc__(o); + if (PyErr_Occurred()) PyErr_WriteUnraisable(o); + --Py_REFCNT(o); + PyErr_Restore(etype, eval, etb); + } + Py_CLEAR(p->terminals); + Py_CLEAR(p->nonterminals); + Py_CLEAR(p->id2sym); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_Alphabet(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *p = (struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *)o; + if (p->terminals) { + e = (*v)(((PyObject*)p->terminals), a); if (e) return e; + } + if (p->nonterminals) { + e = (*v)(((PyObject*)p->nonterminals), a); if (e) return e; + } + if (p->id2sym) { + e = (*v)(p->id2sym, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_Alphabet(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *p = (struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *)o; + PyObject* tmp; + tmp = ((PyObject*)p->terminals); + p->terminals = ((struct __pyx_obj_4cdec_2sa_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->nonterminals); + p->nonterminals = ((struct __pyx_obj_4cdec_2sa_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2sym); + p->id2sym = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_8Alphabet_terminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_8Alphabet_9terminals_1__get__(o); +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_8Alphabet_nonterminals(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_8Alphabet_12nonterminals_1__get__(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_Alphabet[] = { + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_Alphabet[] = { + {(char *)"terminals", __pyx_getprop_4cdec_2sa_3_sa_8Alphabet_terminals, 0, 0, 0}, + {(char *)"nonterminals", __pyx_getprop_4cdec_2sa_3_sa_8Alphabet_nonterminals, 0, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_Alphabet = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.Alphabet"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_Alphabet, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_Alphabet, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_Alphabet, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_Alphabet, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_Alphabet, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_Alphabet, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_BiLex __pyx_vtable_4cdec_2sa_3_sa_BiLex; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BiLex(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_BiLex *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_BiLex *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_BiLex; + p->col1 = ((struct __pyx_obj_4cdec_2sa_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->col2 = ((struct __pyx_obj_4cdec_2sa_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + p->f_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->e_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->id2eword = Py_None; Py_INCREF(Py_None); + p->id2fword = Py_None; Py_INCREF(Py_None); + p->eword2id = Py_None; Py_INCREF(Py_None); + p->fword2id = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_5BiLex_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_BiLex *p = (struct __pyx_obj_4cdec_2sa_3_sa_BiLex *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->col1); + Py_CLEAR(p->col2); + Py_CLEAR(p->f_index); + Py_CLEAR(p->e_index); + Py_CLEAR(p->id2eword); + Py_CLEAR(p->id2fword); + Py_CLEAR(p->eword2id); + Py_CLEAR(p->fword2id); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_BiLex(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_BiLex *p = (struct __pyx_obj_4cdec_2sa_3_sa_BiLex *)o; + if (p->col1) { + e = (*v)(((PyObject*)p->col1), a); if (e) return e; + } + if (p->col2) { + e = (*v)(((PyObject*)p->col2), a); if (e) return e; + } + if (p->f_index) { + e = (*v)(((PyObject*)p->f_index), a); if (e) return e; + } + if (p->e_index) { + e = (*v)(((PyObject*)p->e_index), a); if (e) return e; + } + if (p->id2eword) { + e = (*v)(p->id2eword, a); if (e) return e; + } + if (p->id2fword) { + e = (*v)(p->id2fword, a); if (e) return e; + } + if (p->eword2id) { + e = (*v)(p->eword2id, a); if (e) return e; + } + if (p->fword2id) { + e = (*v)(p->fword2id, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_BiLex(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_BiLex *p = (struct __pyx_obj_4cdec_2sa_3_sa_BiLex *)o; + PyObject* tmp; + tmp = ((PyObject*)p->col1); + p->col1 = ((struct __pyx_obj_4cdec_2sa_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->col2); + p->col2 = ((struct __pyx_obj_4cdec_2sa_3_sa_FloatList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->f_index); + p->f_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->e_index); + p->e_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2eword); + p->id2eword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2fword); + p->id2fword = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eword2id); + p->eword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fword2id); + p->fword2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_BiLex[] = { + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_3write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_5read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_e_id"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_7get_e_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_f_id"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_9get_f_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_11read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_13write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_score"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_15get_score, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_5BiLex_17write_text, METH_O, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_5BiLex_16write_text)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_BiLex = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.BiLex"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_BiLex), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_BiLex, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_BiLex, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_BiLex, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_BiLex, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_BiLex, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_DataArray __pyx_vtable_4cdec_2sa_3_sa_DataArray; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_DataArray(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_DataArray *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_DataArray; + p->word2id = Py_None; Py_INCREF(Py_None); + p->id2word = Py_None; Py_INCREF(Py_None); + p->data = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_id = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->sent_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_9DataArray_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_DataArray *p = (struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->word2id); + Py_CLEAR(p->id2word); + Py_CLEAR(p->data); + Py_CLEAR(p->sent_id); + Py_CLEAR(p->sent_index); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_DataArray(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_DataArray *p = (struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)o; + if (p->word2id) { + e = (*v)(p->word2id, a); if (e) return e; + } + if (p->id2word) { + e = (*v)(p->id2word, a); if (e) return e; + } + if (p->data) { + e = (*v)(((PyObject*)p->data), a); if (e) return e; + } + if (p->sent_id) { + e = (*v)(((PyObject*)p->sent_id), a); if (e) return e; + } + if (p->sent_index) { + e = (*v)(((PyObject*)p->sent_index), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_DataArray(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_DataArray *p = (struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)o; + PyObject* tmp; + tmp = ((PyObject*)p->word2id); + p->word2id = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->id2word); + p->id2word = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->data); + p->data = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_id); + p->sent_id = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sent_index); + p->sent_index = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} +static PyObject *__pyx_sq_item_4cdec_2sa_3_sa_DataArray(PyObject *o, Py_ssize_t i) { + PyObject *r; + PyObject *x = PyInt_FromSsize_t(i); if(!x) return 0; + r = Py_TYPE(o)->tp_as_mapping->mp_subscript(o, x); + Py_DECREF(x); + return r; +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9DataArray_word2id(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7word2id_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9DataArray_word2id(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7word2id_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7word2id_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9DataArray_id2word(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7id2word_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9DataArray_id2word(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7id2word_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7id2word_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9DataArray_data(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_4data_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9DataArray_data(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_4data_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_4data_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9DataArray_sent_id(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7sent_id_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9DataArray_sent_id(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7sent_id_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_7sent_id_5__del__(o); + } +} + +static PyObject *__pyx_getprop_4cdec_2sa_3_sa_9DataArray_sent_index(PyObject *o, CYTHON_UNUSED void *x) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_10sent_index_1__get__(o); +} + +static int __pyx_setprop_4cdec_2sa_3_sa_9DataArray_sent_index(PyObject *o, PyObject *v, CYTHON_UNUSED void *x) { + if (v) { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_10sent_index_3__set__(o, v); + } + else { + return __pyx_pw_4cdec_2sa_3_sa_9DataArray_10sent_index_5__del__(o); + } +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_DataArray[] = { + {__Pyx_NAMESTR("get_sentence_id"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_5get_sentence_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_sentence"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_7get_sentence, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_id"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_9get_id, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_sentence_bounds"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_13get_sentence_bounds, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_text"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_15write_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_17read_text, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_bitext"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_19read_bitext, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_text_data"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_21read_text_data, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("read_binary"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_23read_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_binary"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_25write_binary, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced_handle"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_27write_enhanced_handle, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("write_enhanced"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_9DataArray_29write_enhanced, METH_O, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static struct PyGetSetDef __pyx_getsets_4cdec_2sa_3_sa_DataArray[] = { + {(char *)"word2id", __pyx_getprop_4cdec_2sa_3_sa_9DataArray_word2id, __pyx_setprop_4cdec_2sa_3_sa_9DataArray_word2id, 0, 0}, + {(char *)"id2word", __pyx_getprop_4cdec_2sa_3_sa_9DataArray_id2word, __pyx_setprop_4cdec_2sa_3_sa_9DataArray_id2word, 0, 0}, + {(char *)"data", __pyx_getprop_4cdec_2sa_3_sa_9DataArray_data, __pyx_setprop_4cdec_2sa_3_sa_9DataArray_data, 0, 0}, + {(char *)"sent_id", __pyx_getprop_4cdec_2sa_3_sa_9DataArray_sent_id, __pyx_setprop_4cdec_2sa_3_sa_9DataArray_sent_id, 0, 0}, + {(char *)"sent_index", __pyx_getprop_4cdec_2sa_3_sa_9DataArray_sent_index, __pyx_setprop_4cdec_2sa_3_sa_9DataArray_sent_index, 0, 0}, + {0, 0, 0, 0, 0} +}; + +static PySequenceMethods __pyx_tp_as_sequence_DataArray = { + __pyx_pw_4cdec_2sa_3_sa_9DataArray_3__len__, /*sq_length*/ + 0, /*sq_concat*/ + 0, /*sq_repeat*/ + __pyx_sq_item_4cdec_2sa_3_sa_DataArray, /*sq_item*/ + 0, /*sq_slice*/ + 0, /*sq_ass_item*/ + 0, /*sq_ass_slice*/ + 0, /*sq_contains*/ + 0, /*sq_inplace_concat*/ + 0, /*sq_inplace_repeat*/ +}; + +static PyMappingMethods __pyx_tp_as_mapping_DataArray = { + __pyx_pw_4cdec_2sa_3_sa_9DataArray_3__len__, /*mp_length*/ + __pyx_pw_4cdec_2sa_3_sa_9DataArray_11__getitem__, /*mp_subscript*/ + 0, /*mp_ass_subscript*/ +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_DataArray = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.DataArray"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_DataArray), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_DataArray, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + &__pyx_tp_as_sequence_DataArray, /*tp_as_sequence*/ + &__pyx_tp_as_mapping_DataArray, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_DataArray, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_DataArray, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_DataArray, /*tp_methods*/ + 0, /*tp_members*/ + __pyx_getsets_4cdec_2sa_3_sa_DataArray, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_DataArray, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_BitSetIterator(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_BitSetIterator(PyObject *o) { + (*Py_TYPE(o)->tp_free)(o); +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_BitSetIterator[] = { + {__Pyx_NAMESTR("__next__"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_14BitSetIterator_1__next__, METH_NOARGS|METH_COEXIST, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_BitSetIterator = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.BitSetIterator"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_BitSetIterator), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_BitSetIterator, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE, /*tp_flags*/ + 0, /*tp_doc*/ + 0, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + __pyx_pw_4cdec_2sa_3_sa_14BitSetIterator_1__next__, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_BitSetIterator, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_BitSetIterator, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; +static struct __pyx_vtabstruct_4cdec_2sa_3_sa_HieroCachingRuleFactory __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa_HieroCachingRuleFactory(PyTypeObject *t, PyObject *a, PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *p; + PyObject *o; + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + p = ((struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)o); + p->__pyx_vtab = __pyx_vtabptr_4cdec_2sa_3_sa_HieroCachingRuleFactory; + p->rules = ((struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + p->sampler = ((struct __pyx_obj_4cdec_2sa_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + p->scorer = ((struct __pyx_obj_4cdec_2sa_3_sa_Scorer *)Py_None); Py_INCREF(Py_None); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + p->precompute_file = Py_None; Py_INCREF(Py_None); + p->max_rank = Py_None; Py_INCREF(Py_None); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + p->fsa = ((struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + p->fda = ((struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->eda = ((struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + p->alignment = ((struct __pyx_obj_4cdec_2sa_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); + p->eid2symid = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->fid2symid = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->findexes1 = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + p->online_stats = Py_None; Py_INCREF(Py_None); + if (unlikely(__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_1__cinit__(o, a, k) < 0)) { + Py_DECREF(o); o = 0; + } + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->rules); + Py_CLEAR(p->sampler); + Py_CLEAR(p->scorer); + Py_CLEAR(p->precomputed_index); + Py_CLEAR(p->precomputed_collocations); + Py_CLEAR(p->precompute_file); + Py_CLEAR(p->max_rank); + Py_CLEAR(p->prev_norm_prefix); + Py_CLEAR(p->fsa); + Py_CLEAR(p->fda); + Py_CLEAR(p->eda); + Py_CLEAR(p->alignment); + Py_CLEAR(p->eid2symid); + Py_CLEAR(p->fid2symid); + Py_CLEAR(p->findexes); + Py_CLEAR(p->findexes1); + Py_CLEAR(p->online_stats); + (*Py_TYPE(o)->tp_free)(o); +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa_HieroCachingRuleFactory(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)o; + if (p->rules) { + e = (*v)(((PyObject*)p->rules), a); if (e) return e; + } + if (p->sampler) { + e = (*v)(((PyObject*)p->sampler), a); if (e) return e; + } + if (p->scorer) { + e = (*v)(((PyObject*)p->scorer), a); if (e) return e; + } + if (p->precomputed_index) { + e = (*v)(p->precomputed_index, a); if (e) return e; + } + if (p->precomputed_collocations) { + e = (*v)(p->precomputed_collocations, a); if (e) return e; + } + if (p->precompute_file) { + e = (*v)(p->precompute_file, a); if (e) return e; + } + if (p->max_rank) { + e = (*v)(p->max_rank, a); if (e) return e; + } + if (p->prev_norm_prefix) { + e = (*v)(p->prev_norm_prefix, a); if (e) return e; + } + if (p->fsa) { + e = (*v)(((PyObject*)p->fsa), a); if (e) return e; + } + if (p->fda) { + e = (*v)(((PyObject*)p->fda), a); if (e) return e; + } + if (p->eda) { + e = (*v)(((PyObject*)p->eda), a); if (e) return e; + } + if (p->alignment) { + e = (*v)(((PyObject*)p->alignment), a); if (e) return e; + } + if (p->eid2symid) { + e = (*v)(((PyObject*)p->eid2symid), a); if (e) return e; + } + if (p->fid2symid) { + e = (*v)(((PyObject*)p->fid2symid), a); if (e) return e; + } + if (p->findexes) { + e = (*v)(((PyObject*)p->findexes), a); if (e) return e; + } + if (p->findexes1) { + e = (*v)(((PyObject*)p->findexes1), a); if (e) return e; + } + if (p->online_stats) { + e = (*v)(p->online_stats, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa_HieroCachingRuleFactory(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *p = (struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *)o; + PyObject* tmp; + tmp = ((PyObject*)p->rules); + p->rules = ((struct __pyx_obj_4cdec_2sa_3_sa_TrieTable *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->sampler); + p->sampler = ((struct __pyx_obj_4cdec_2sa_3_sa_Sampler *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->scorer); + p->scorer = ((struct __pyx_obj_4cdec_2sa_3_sa_Scorer *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_index); + p->precomputed_index = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precomputed_collocations); + p->precomputed_collocations = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->precompute_file); + p->precompute_file = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->max_rank); + p->max_rank = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->prev_norm_prefix); + p->prev_norm_prefix = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fsa); + p->fsa = ((struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fda); + p->fda = ((struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eda); + p->eda = ((struct __pyx_obj_4cdec_2sa_3_sa_DataArray *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->alignment); + p->alignment = ((struct __pyx_obj_4cdec_2sa_3_sa_Alignment *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->eid2symid); + p->eid2symid = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->fid2symid); + p->fid2symid = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes); + p->findexes = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->findexes1); + p->findexes1 = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->online_stats); + p->online_stats = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa_HieroCachingRuleFactory[] = { + {__Pyx_NAMESTR("configure"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_3configure, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_23HieroCachingRuleFactory_2configure)}, + {__Pyx_NAMESTR("pattern2phrase"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_5pattern2phrase, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("pattern2phrase_plus"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_7pattern2phrase_plus, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("precompute"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_9precompute, METH_NOARGS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_precomputed_collocation"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_11get_precomputed_collocation, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("advance"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_13advance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_all_nodes_isteps_away"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_15get_all_nodes_isteps_away, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("reachable"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_17reachable, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("shortest"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_19shortest, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_next_states"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_21get_next_states, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("input"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_23input, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(__pyx_doc_4cdec_2sa_3_sa_23HieroCachingRuleFactory_22input)}, + {__Pyx_NAMESTR("add_instance"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_26add_instance, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("form_rule"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_28form_rule, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("fmt_rule"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_30fmt_rule, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("online_ctx_lookup"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_32online_ctx_lookup, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("get_f_phrases"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_34get_f_phrases, METH_O, __Pyx_DOCSTR(0)}, + {__Pyx_NAMESTR("drop_ctx"), (PyCFunction)__pyx_pw_4cdec_2sa_3_sa_23HieroCachingRuleFactory_36drop_ctx, METH_VARARGS|METH_KEYWORDS, __Pyx_DOCSTR(0)}, + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.HieroCachingRuleFactory"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa_HieroCachingRuleFactory, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_BASETYPE|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + __Pyx_DOCSTR("This RuleFactory implements a caching \n method using TrieTable, which makes phrase\n generation somewhat speedier -- phrases only\n need to be extracted once (however, it is\n quite possible they need to be scored \n for each input sentence, for contextual models)"), /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa_HieroCachingRuleFactory, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa_HieroCachingRuleFactory, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa_HieroCachingRuleFactory, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa_HieroCachingRuleFactory, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_28___str__[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_28___str__(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_28___str__[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_28___str__]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_28___str__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_28___str__[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_28___str__++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_28___str__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_28___str__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_28___str__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_28___str__"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_28___str__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_28___str__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_28___str__, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_28___str__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_28___str__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_28___str__, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *)o); + p->__pyx_v_ngram = 0; + p->__pyx_v_ngram_start = 0; + p->__pyx_v_ngram_starts = 0; + p->__pyx_v_run_start = 0; + p->__pyx_v_self = 0; + p->__pyx_v_veb = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_ngram); + Py_CLEAR(p->__pyx_v_ngram_start); + Py_CLEAR(p->__pyx_v_ngram_starts); + Py_CLEAR(p->__pyx_v_run_start); + Py_CLEAR(p->__pyx_v_self); + Py_CLEAR(p->__pyx_v_veb); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *)o; + if (p->__pyx_v_ngram) { + e = (*v)(p->__pyx_v_ngram, a); if (e) return e; + } + if (p->__pyx_v_ngram_start) { + e = (*v)(((PyObject*)p->__pyx_v_ngram_start), a); if (e) return e; + } + if (p->__pyx_v_ngram_starts) { + e = (*v)(p->__pyx_v_ngram_starts, a); if (e) return e; + } + if (p->__pyx_v_run_start) { + e = (*v)(((PyObject*)p->__pyx_v_run_start), a); if (e) return e; + } + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + if (p->__pyx_v_veb) { + e = (*v)(((PyObject*)p->__pyx_v_veb), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_ngram); + p->__pyx_v_ngram = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ngram_start); + p->__pyx_v_ngram_start = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_ngram_starts); + p->__pyx_v_ngram_starts = ((PyObject*)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_run_start); + p->__pyx_v_run_start = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_LCP *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_veb); + p->__pyx_v_veb = ((struct __pyx_obj_4cdec_2sa_3_sa_VEB *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_3_compute_stats"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr[8]; +static int __pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr = 0; + +static PyObject *__pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr(PyTypeObject *t, CYTHON_UNUSED PyObject *a, CYTHON_UNUSED PyObject *k) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *p; + PyObject *o; + if (likely((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr > 0) & (t->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr)))) { + o = (PyObject*)__pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr[--__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr]; + memset(o, 0, sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr)); + PyObject_INIT(o, t); + PyObject_GC_Track(o); + } else { + o = (*t->tp_alloc)(t, 0); + if (unlikely(!o)) return 0; + } + p = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *)o); + p->__pyx_outer_scope = 0; + p->__pyx_v_sym = 0; + p->__pyx_t_0 = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_outer_scope); + Py_CLEAR(p->__pyx_v_sym); + Py_CLEAR(p->__pyx_t_0); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_sym) { + e = (*v)(p->__pyx_v_sym, a); if (e) return e; + } + if (p->__pyx_t_0) { + e = (*v)(p->__pyx_t_0, a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_outer_scope); + p->__pyx_outer_scope = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_v_sym); + p->__pyx_v_sym = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + tmp = ((PyObject*)p->__pyx_t_0); + p->__pyx_t_0 = Py_None; Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct_14_genexpr"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + __pyx_tp_new_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ + #if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ + #endif +}; + +static struct 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__pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *)o); + p->__pyx_v_self = 0; + return o; +} + +static void __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *)o; + PyObject_GC_UnTrack(o); + Py_CLEAR(p->__pyx_v_self); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct____iter__ < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct____iter__[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct____iter__++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct____iter__(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *)o; + if (p->__pyx_v_self) { + e = (*v)(((PyObject*)p->__pyx_v_self), a); if (e) return e; + } + return 0; +} + +static int __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct____iter__(PyObject *o) { + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__ *)o; + PyObject* tmp; + tmp = ((PyObject*)p->__pyx_v_self); + p->__pyx_v_self = ((struct __pyx_obj_4cdec_2sa_3_sa_IntList *)Py_None); Py_INCREF(Py_None); + Py_XDECREF(tmp); + return 0; +} + +static PyMethodDef __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct____iter__[] = { + {0, 0, 0, 0} +}; + +static PyTypeObject __pyx_type_4cdec_2sa_3_sa___pyx_scope_struct____iter__ = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cdec.sa._sa.__pyx_scope_struct____iter__"), /*tp_name*/ + sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct____iter__), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + __pyx_tp_dealloc_4cdec_2sa_3_sa___pyx_scope_struct____iter__, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ + #if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ + #else + 0, /*reserved*/ + #endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT|Py_TPFLAGS_HAVE_VERSION_TAG|Py_TPFLAGS_CHECKTYPES|Py_TPFLAGS_HAVE_NEWBUFFER|Py_TPFLAGS_HAVE_GC, /*tp_flags*/ + 0, /*tp_doc*/ + __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct____iter__, /*tp_traverse*/ + __pyx_tp_clear_4cdec_2sa_3_sa___pyx_scope_struct____iter__, /*tp_clear*/ + 0, /*tp_richcompare*/ + 0, /*tp_weaklistoffset*/ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_methods_4cdec_2sa_3_sa___pyx_scope_struct____iter__, /*tp_methods*/ + 0, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ 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Py_CLEAR(p->__pyx_v_node); + Py_CLEAR(p->__pyx_v_sym); + Py_CLEAR(p->__pyx_v_weight); + Py_CLEAR(p->__pyx_t_0); + Py_CLEAR(p->__pyx_t_3); + Py_CLEAR(p->__pyx_t_4); + if ((__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr < 8) & (Py_TYPE(o)->tp_basicsize == sizeof(struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr))) { + __pyx_freelist_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr[__pyx_freecount_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr++] = ((struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr *)o); + } else { + (*Py_TYPE(o)->tp_free)(o); + } +} + +static int __pyx_tp_traverse_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr(PyObject *o, visitproc v, void *a) { + int e; + struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr *p = (struct __pyx_obj_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr *)o; + if (p->__pyx_outer_scope) { + e = (*v)(((PyObject*)p->__pyx_outer_scope), a); if (e) return e; + } + if (p->__pyx_v_arc) { + e = (*v)(p->__pyx_v_arc, a); if 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__Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_49)); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":362 + * for i in self.f_index: + * f.write("%d " % i) + * f.write("\n") # <<<<<<<<<<<<<< + * for i, s1, s2 in zip(self.e_index, self.col1, self.col2): + * f.write("%d %f %f " % (i, s1, s2)) + */ + __pyx_k_tuple_51 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_51)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 362; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_51); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_51)); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":365 + * for i, s1, s2 in zip(self.e_index, self.col1, self.col2): + * f.write("%d %f %f " % (i, s1, s2)) + * f.write("\n") # <<<<<<<<<<<<<< + * for i, w in enumerate(self.id2fword): + * f.write("%d %s " % (i, w)) + */ + __pyx_k_tuple_53 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_53)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 365; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_53); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_53)); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":368 + * for i, w in enumerate(self.id2fword): + * f.write("%d %s " % (i, w)) + * f.write("\n") # <<<<<<<<<<<<<< + * for i, w in enumerate(self.id2eword): + * f.write("%d %s " % (i, w)) + */ + __pyx_k_tuple_55 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_55)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 368; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_55); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_55)); + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":371 + * for i, w in enumerate(self.id2eword): + * f.write("%d %s " % (i, w)) + * f.write("\n") # <<<<<<<<<<<<<< + * + * + */ + __pyx_k_tuple_56 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_15)); if (unlikely(!__pyx_k_tuple_56)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 371; __pyx_clineno = 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__Pyx_GOTREF(__pyx_k_tuple_59); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_59)); + + /* "/home/mdenkows/cdec/python/cdec/sa/lcp.pxi":13 + * cdef IntList rank + * + * logger.info("Constructing LCP array") # <<<<<<<<<<<<<< + * self.sa = sa + * n = self.sa.sa.len + */ + __pyx_k_tuple_63 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_62)); if (unlikely(!__pyx_k_tuple_63)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 13; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_63); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_63)); + + /* "/home/mdenkows/cdec/python/cdec/sa/lcp.pxi":34 + * if h > 0: + * h = h-1 + * logger.info("LCP array completed") # <<<<<<<<<<<<<< + * + * def compute_stats(self, int max_n): + */ + __pyx_k_tuple_65 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_64)); if (unlikely(!__pyx_k_tuple_65)) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 34; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_65); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_65)); + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":297 + * pattern_rank = {} + * + * logger.info("Precomputing frequent intersections") # <<<<<<<<<<<<<< + * cdef float start_time = monitor_cpu() + * + */ + __pyx_k_tuple_75 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_74)); if (unlikely(!__pyx_k_tuple_75)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 297; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_75); + __Pyx_GIVEREF(((PyObject *)__pyx_k_tuple_75)); + + /* "/home/mdenkows/cdec/python/cdec/sa/precomputation.pxi":314 + * queue = IntList(increment=1000) + * + * logger.info(" Computing inverted indexes...") # <<<<<<<<<<<<<< + * N = len(data) + * for i from 0 <= i < N: + */ + __pyx_k_tuple_77 = PyTuple_Pack(1, ((PyObject *)__pyx_kp_s_76)); if (unlikely(!__pyx_k_tuple_77)) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 314; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_k_tuple_77); + 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__pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + } + } + #endif + __pyx_b = PyImport_AddModule(__Pyx_NAMESTR(__Pyx_BUILTIN_MODULE_NAME)); if (unlikely(!__pyx_b)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if CYTHON_COMPILING_IN_PYPY + Py_INCREF(__pyx_b); + #endif + if (__Pyx_SetAttrString(__pyx_m, "__builtins__", __pyx_b) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + /*--- Initialize various global constants etc. ---*/ + if (unlikely(__Pyx_InitGlobals() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #if PY_MAJOR_VERSION < 3 && (__PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT) + if (__Pyx_init_sys_getdefaultencoding_params() < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + #endif + if (__pyx_module_is_main_cdec__sa___sa) { + if (__Pyx_SetAttrString(__pyx_m, "__name__", __pyx_n_s____main__) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;}; + } + /*--- Builtin init code ---*/ + if (unlikely(__Pyx_InitCachedBuiltins() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Constants init code ---*/ + if (unlikely(__Pyx_InitCachedConstants() < 0)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Global init code ---*/ + __pyx_v_4cdec_2sa_3_sa_ALPHABET = ((struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *)Py_None); Py_INCREF(Py_None); + __pyx_v_4cdec_2sa_3_sa_FD = ((struct __pyx_obj_4cdec_2sa_3_sa_StringMap *)Py_None); Py_INCREF(Py_None); + /*--- Variable export code ---*/ + /*--- Function export code ---*/ + if (__Pyx_ExportFunction("sym_tostring", (void (*)(void))__pyx_f_4cdec_2sa_3_sa_sym_tostring, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ExportFunction("sym_tocat", (void (*)(void))__pyx_f_4cdec_2sa_3_sa_sym_tocat, "char *(int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ExportFunction("sym_isvar", (void (*)(void))__pyx_f_4cdec_2sa_3_sa_sym_isvar, "int (int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_ExportFunction("sym_getindex", (void (*)(void))__pyx_f_4cdec_2sa_3_sa_sym_getindex, "int (int)") < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + /*--- Type init code ---*/ + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_FeatureVector) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FeatureVector", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_FeatureVector) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_FeatureVector = &__pyx_type_4cdec_2sa_3_sa_FeatureVector; + __pyx_vtabptr_4cdec_2sa_3_sa_SuffixArray = &__pyx_vtable_4cdec_2sa_3_sa_SuffixArray; + __pyx_vtable_4cdec_2sa_3_sa_SuffixArray.__pyx___search_high = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *, int, int, int, int))__pyx_f_4cdec_2sa_3_sa_11SuffixArray___search_high; + __pyx_vtable_4cdec_2sa_3_sa_SuffixArray.__pyx___search_low = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *, int, int, int, int))__pyx_f_4cdec_2sa_3_sa_11SuffixArray___search_low; + __pyx_vtable_4cdec_2sa_3_sa_SuffixArray.__pyx___get_range = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *, int, int, int, int, int))__pyx_f_4cdec_2sa_3_sa_11SuffixArray___get_range; + __pyx_vtable_4cdec_2sa_3_sa_SuffixArray.__pyx___lookup_helper = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *, int, int, int, int))__pyx_f_4cdec_2sa_3_sa_11SuffixArray___lookup_helper; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_SuffixArray.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "SuffixArray", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_SuffixArray) < 0) {__pyx_filename = __pyx_f[12]; __pyx_lineno = 6; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_SuffixArray = &__pyx_type_4cdec_2sa_3_sa_SuffixArray; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 110; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_4_make_lattice; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2128; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_24_fmt_rule; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "LCP", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_LCP) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_LCP = &__pyx_type_4cdec_2sa_3_sa_LCP; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 186; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_17_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_OnlineStats) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "OnlineStats", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_OnlineStats) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 39; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_OnlineStats = &__pyx_type_4cdec_2sa_3_sa_OnlineStats; + __pyx_vtabptr_4cdec_2sa_3_sa_IntList = &__pyx_vtable_4cdec_2sa_3_sa_IntList; + __pyx_vtable_4cdec_2sa_3_sa_IntList.set = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, int, int))__pyx_f_4cdec_2sa_3_sa_7IntList_set; + __pyx_vtable_4cdec_2sa_3_sa_IntList._append = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, int))__pyx_f_4cdec_2sa_3_sa_7IntList__append; + __pyx_vtable_4cdec_2sa_3_sa_IntList._extend = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, struct __pyx_obj_4cdec_2sa_3_sa_IntList *))__pyx_f_4cdec_2sa_3_sa_7IntList__extend; + __pyx_vtable_4cdec_2sa_3_sa_IntList._extend_arr = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, int *, int))__pyx_f_4cdec_2sa_3_sa_7IntList__extend_arr; + __pyx_vtable_4cdec_2sa_3_sa_IntList._clear = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *))__pyx_f_4cdec_2sa_3_sa_7IntList__clear; + __pyx_vtable_4cdec_2sa_3_sa_IntList.write_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, FILE *))__pyx_f_4cdec_2sa_3_sa_7IntList_write_handle; + __pyx_vtable_4cdec_2sa_3_sa_IntList.read_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_IntList *, FILE *))__pyx_f_4cdec_2sa_3_sa_7IntList_read_handle; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_IntList.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "IntList", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_IntList) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_IntList = &__pyx_type_4cdec_2sa_3_sa_IntList; + __pyx_vtabptr_4cdec_2sa_3_sa_Phrase = &__pyx_vtable_4cdec_2sa_3_sa_Phrase; + __pyx_vtable_4cdec_2sa_3_sa_Phrase.chunkpos = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int))__pyx_f_4cdec_2sa_3_sa_6Phrase_chunkpos; + __pyx_vtable_4cdec_2sa_3_sa_Phrase.chunklen = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, int))__pyx_f_4cdec_2sa_3_sa_6Phrase_chunklen; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Phrase.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Phrase", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Phrase) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 4; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Phrase = &__pyx_type_4cdec_2sa_3_sa_Phrase; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieNode", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_TrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 71; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_TrieNode = &__pyx_type_4cdec_2sa_3_sa_TrieNode; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 74; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_2_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 72; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_1_read_bitext; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 21; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_29_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2147; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_26_get_f_phrases; + __pyx_type_4cdec_2sa_3_sa_ExtendedTrieNode.tp_base = __pyx_ptype_4cdec_2sa_3_sa_TrieNode; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "ExtendedTrieNode", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_ExtendedTrieNode) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 77; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_ExtendedTrieNode = &__pyx_type_4cdec_2sa_3_sa_ExtendedTrieNode; + __pyx_vtabptr_4cdec_2sa_3_sa_Alignment = &__pyx_vtable_4cdec_2sa_3_sa_Alignment; + __pyx_vtable_4cdec_2sa_3_sa_Alignment.link = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *, int, int))__pyx_f_4cdec_2sa_3_sa_9Alignment_link; + __pyx_vtable_4cdec_2sa_3_sa_Alignment._unlink = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *, int, int *, int *))__pyx_f_4cdec_2sa_3_sa_9Alignment__unlink; + __pyx_vtable_4cdec_2sa_3_sa_Alignment._get_sent_links = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alignment *, int, int *))__pyx_f_4cdec_2sa_3_sa_9Alignment__get_sent_links; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Alignment.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alignment", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Alignment) < 0) {__pyx_filename = __pyx_f[4]; __pyx_lineno = 10; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Alignment = &__pyx_type_4cdec_2sa_3_sa_Alignment; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_19_input) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 978; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_19_input = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_19_input; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_13_decode_words; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2124; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_23_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Rule", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Rule) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 158; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Rule = &__pyx_type_4cdec_2sa_3_sa_Rule; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1193; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_20_genexpr; + __pyx_vtabptr_4cdec_2sa_3_sa_Precomputation = &__pyx_vtable_4cdec_2sa_3_sa_Precomputation; + __pyx_vtable_4cdec_2sa_3_sa_Precomputation.read_map = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *, FILE *))__pyx_f_4cdec_2sa_3_sa_14Precomputation_read_map; + __pyx_vtable_4cdec_2sa_3_sa_Precomputation.write_map = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Precomputation *, PyObject *, FILE *))__pyx_f_4cdec_2sa_3_sa_14Precomputation_write_map; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Precomputation.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Precomputation", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Precomputation) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 188; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Precomputation = &__pyx_type_4cdec_2sa_3_sa_Precomputation; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_27___iter__; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 1891; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_21_add_instance; + __pyx_vtabptr_4cdec_2sa_3_sa_TrieMap = &__pyx_vtable_4cdec_2sa_3_sa_TrieMap; + __pyx_vtable_4cdec_2sa_3_sa_TrieMap._insert = (struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *(*)(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *, int *, int))__pyx_f_4cdec_2sa_3_sa_7TrieMap__insert; + __pyx_vtable_4cdec_2sa_3_sa_TrieMap._contains = (struct __pyx_t_4cdec_2sa_3_sa__Trie_Node *(*)(struct __pyx_obj_4cdec_2sa_3_sa_TrieMap *, int *, int))__pyx_f_4cdec_2sa_3_sa_7TrieMap__contains; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_TrieMap.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieMap", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_TrieMap) < 0) {__pyx_filename = __pyx_f[11]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_TrieMap = &__pyx_type_4cdec_2sa_3_sa_TrieMap; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 189; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_18_alignments; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEBIterator", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_VEBIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 340; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_VEBIterator = &__pyx_type_4cdec_2sa_3_sa_VEBIterator; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 111; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_5_genexpr; + __pyx_vtabptr_4cdec_2sa_3_sa_FloatList = &__pyx_vtable_4cdec_2sa_3_sa_FloatList; + __pyx_vtable_4cdec_2sa_3_sa_FloatList.set = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, int, float))__pyx_f_4cdec_2sa_3_sa_9FloatList_set; + __pyx_vtable_4cdec_2sa_3_sa_FloatList.write_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, FILE *))__pyx_f_4cdec_2sa_3_sa_9FloatList_write_handle; + __pyx_vtable_4cdec_2sa_3_sa_FloatList.read_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_FloatList *, FILE *))__pyx_f_4cdec_2sa_3_sa_9FloatList_read_handle; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_FloatList.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "FloatList", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_FloatList) < 0) {__pyx_filename = __pyx_f[1]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_FloatList = &__pyx_type_4cdec_2sa_3_sa_FloatList; + __pyx_vtabptr_4cdec_2sa_3_sa_StringMap = &__pyx_vtable_4cdec_2sa_3_sa_StringMap; + __pyx_vtable_4cdec_2sa_3_sa_StringMap.word = (char *(*)(struct __pyx_obj_4cdec_2sa_3_sa_StringMap *, int))__pyx_f_4cdec_2sa_3_sa_9StringMap_word; + __pyx_vtable_4cdec_2sa_3_sa_StringMap.index = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_StringMap *, char *))__pyx_f_4cdec_2sa_3_sa_9StringMap_index; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_StringMap.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "StringMap", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_StringMap) < 0) {__pyx_filename = __pyx_f[14]; __pyx_lineno = 8; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_StringMap = &__pyx_type_4cdec_2sa_3_sa_StringMap; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 140; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_15___iter__; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_16___str__) < 0) {__pyx_filename = __pyx_f[7]; __pyx_lineno = 182; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_16___str__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_16___str__; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "TrieTable", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_TrieTable) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 88; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_TrieTable = &__pyx_type_4cdec_2sa_3_sa_TrieTable; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 121; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_11_encode_words; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2129; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_25_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 122; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_12_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 112; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_6_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 2063; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_22_form_rule; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 119; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_10_genexpr; + __pyx_vtabptr_4cdec_2sa_3_sa_VEB = &__pyx_vtable_4cdec_2sa_3_sa_VEB; + __pyx_vtable_4cdec_2sa_3_sa_VEB._findsucc = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_VEB *, int))__pyx_f_4cdec_2sa_3_sa_3VEB__findsucc; + __pyx_vtable_4cdec_2sa_3_sa_VEB._insert = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_VEB *, int))__pyx_f_4cdec_2sa_3_sa_3VEB__insert; + __pyx_vtable_4cdec_2sa_3_sa_VEB._first = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_VEB *))__pyx_f_4cdec_2sa_3_sa_3VEB__first; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_VEB.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "VEB", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_VEB) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 354; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_VEB = &__pyx_type_4cdec_2sa_3_sa_VEB; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 114; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_7_decode_lattice; + __pyx_vtabptr_4cdec_2sa_3_sa_PhraseLocation = &__pyx_vtable_4cdec_2sa_3_sa_PhraseLocation; + __pyx_vtable_4cdec_2sa_3_sa_PhraseLocation.contains = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, int))__pyx_f_4cdec_2sa_3_sa_14PhraseLocation_contains; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_PhraseLocation.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "PhraseLocation", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_PhraseLocation) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 109; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_PhraseLocation = &__pyx_type_4cdec_2sa_3_sa_PhraseLocation; + __pyx_vtabptr_4cdec_2sa_3_sa_Scorer = &__pyx_vtable_4cdec_2sa_3_sa_Scorer; + __pyx_vtable_4cdec_2sa_3_sa_Scorer.score = (struct __pyx_obj_4cdec_2sa_3_sa_FeatureVector *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Scorer *, PyObject *))__pyx_f_4cdec_2sa_3_sa_6Scorer_score; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Scorer.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Scorer", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Scorer) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 23; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Scorer = &__pyx_type_4cdec_2sa_3_sa_Scorer; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Sampler", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Sampler) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 131; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Sampler = &__pyx_type_4cdec_2sa_3_sa_Sampler; + __pyx_vtabptr_4cdec_2sa_3_sa_Alphabet = &__pyx_vtable_4cdec_2sa_3_sa_Alphabet; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.isvar = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_isvar; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.isword = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_isword; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.getindex = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_getindex; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.setindex = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_setindex; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.clearindex = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_clearindex; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.match = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_match; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.tocat = (char *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_tocat; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.fromcat = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, char *))__pyx_f_4cdec_2sa_3_sa_8Alphabet_fromcat; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.tostring = (char *(*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_tostring; + __pyx_vtable_4cdec_2sa_3_sa_Alphabet.fromstring = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_Alphabet *, char *, int))__pyx_f_4cdec_2sa_3_sa_8Alphabet_fromstring; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_Alphabet.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "Alphabet", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_Alphabet) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 7; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_Alphabet = &__pyx_type_4cdec_2sa_3_sa_Alphabet; + __pyx_vtabptr_4cdec_2sa_3_sa_BiLex = &__pyx_vtable_4cdec_2sa_3_sa_BiLex; + __pyx_vtable_4cdec_2sa_3_sa_BiLex.compute_from_data = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, struct __pyx_obj_4cdec_2sa_3_sa_SuffixArray *, struct __pyx_obj_4cdec_2sa_3_sa_DataArray *, struct __pyx_obj_4cdec_2sa_3_sa_Alignment *))__pyx_f_4cdec_2sa_3_sa_5BiLex_compute_from_data; + __pyx_vtable_4cdec_2sa_3_sa_BiLex._add_node = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, struct __pyx_t_4cdec_2sa_3_sa__node *, int *, float, int *))__pyx_f_4cdec_2sa_3_sa_5BiLex__add_node; + __pyx_vtable_4cdec_2sa_3_sa_BiLex.write_wordlist = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, PyObject *, FILE *))__pyx_f_4cdec_2sa_3_sa_5BiLex_write_wordlist; + __pyx_vtable_4cdec_2sa_3_sa_BiLex.read_wordlist = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, PyObject *, PyObject *, FILE *))__pyx_f_4cdec_2sa_3_sa_5BiLex_read_wordlist; + __pyx_vtable_4cdec_2sa_3_sa_BiLex.swap = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, int, int))__pyx_f_4cdec_2sa_3_sa_5BiLex_swap; + __pyx_vtable_4cdec_2sa_3_sa_BiLex.qsort = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_BiLex *, int, int, PyObject *))__pyx_f_4cdec_2sa_3_sa_5BiLex_qsort; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_BiLex.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BiLex", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_BiLex) < 0) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 47; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_BiLex = &__pyx_type_4cdec_2sa_3_sa_BiLex; + __pyx_vtabptr_4cdec_2sa_3_sa_DataArray = &__pyx_vtable_4cdec_2sa_3_sa_DataArray; + __pyx_vtable_4cdec_2sa_3_sa_DataArray.read_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *, FILE *))__pyx_f_4cdec_2sa_3_sa_9DataArray_read_handle; + __pyx_vtable_4cdec_2sa_3_sa_DataArray.write_handle = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_DataArray *, FILE *))__pyx_f_4cdec_2sa_3_sa_9DataArray_write_handle; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_DataArray.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "DataArray", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_DataArray) < 0) {__pyx_filename = __pyx_f[3]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_DataArray = &__pyx_type_4cdec_2sa_3_sa_DataArray; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSetIterator", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_BitSetIterator) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 100; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_BitSetIterator = &__pyx_type_4cdec_2sa_3_sa_BitSetIterator; + __pyx_vtabptr_4cdec_2sa_3_sa_HieroCachingRuleFactory = &__pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.set_idmap = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_DataArray *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_set_idmap; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.baeza_yates_helper = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_baeza_yates_helper; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.compare_matchings_set = (long (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings_set; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.compare_matchings = (long (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_compare_matchings; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.merge_helper = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int, int, int, int *, int, int, int, int, int *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_merge_helper; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.sort_phrase_loc = (void (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_IntList *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_sort_phrase_loc; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.intersect_helper = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_intersect_helper; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.loc2str = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_loc2str; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.intersect = (struct __pyx_obj_4cdec_2sa_3_sa_PhraseLocation *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, PyObject *, PyObject *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_intersect; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.find_fixpoint = (int (*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, PyObject *, int *, int *, int *, int *, int, int, int *, int *, int *, int *, int, int, int, int, int, int, int, int, int, int, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_find_fixpoint; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.find_projection = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_find_projection; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.int_arr_extend = (int *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int *, int *, int *, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_int_arr_extend; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.extract_phrases = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int, int, int *, int *, int *, int, int, int, int *, int *, int *, int, int, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_extract_phrases; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.create_alignments = (struct __pyx_obj_4cdec_2sa_3_sa_IntList *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, int *, int, struct __pyx_obj_4cdec_2sa_3_sa_IntList *, struct __pyx_obj_4cdec_2sa_3_sa_IntList *))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_create_alignments; + __pyx_vtable_4cdec_2sa_3_sa_HieroCachingRuleFactory.extract = (PyObject *(*)(struct __pyx_obj_4cdec_2sa_3_sa_HieroCachingRuleFactory *, struct __pyx_obj_4cdec_2sa_3_sa_Phrase *, struct __pyx_t_4cdec_2sa_3_sa_Matching *, int *, int))__pyx_f_4cdec_2sa_3_sa_23HieroCachingRuleFactory_extract; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetVtable(__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory.tp_dict, __pyx_vtabptr_4cdec_2sa_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "HieroCachingRuleFactory", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory) < 0) {__pyx_filename = __pyx_f[8]; __pyx_lineno = 253; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_HieroCachingRuleFactory = &__pyx_type_4cdec_2sa_3_sa_HieroCachingRuleFactory; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_28___str__) < 0) {__pyx_filename = __pyx_f[13]; __pyx_lineno = 20; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_28___str__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_28___str__; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats) < 0) {__pyx_filename = __pyx_f[9]; __pyx_lineno = 36; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_3_compute_stats; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 125; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_14_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct____iter__) < 0) {__pyx_filename = __pyx_f[2]; __pyx_lineno = 81; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct____iter__ = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct____iter__; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 115; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_8_genexpr; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + if (__Pyx_SetAttrString(__pyx_m, "BitSet", (PyObject *)&__pyx_type_4cdec_2sa_3_sa_BitSet) < 0) {__pyx_filename = __pyx_f[6]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa_BitSet = &__pyx_type_4cdec_2sa_3_sa_BitSet; + if (PyType_Ready(&__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence) < 0) {__pyx_filename = __pyx_f[10]; __pyx_lineno = 118; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __pyx_ptype_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence = &__pyx_type_4cdec_2sa_3_sa___pyx_scope_struct_9_decode_sentence; + /*--- Type import code ---*/ + /*--- Variable import code ---*/ + /*--- Function import code ---*/ + /*--- Execution code ---*/ + + /* "cdec/sa/_sa.pyx":1 + * import logging # <<<<<<<<<<<<<< + * import resource + * import gzip + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__logging), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__logging, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 1; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "cdec/sa/_sa.pyx":2 + * import logging + * import resource # <<<<<<<<<<<<<< + * import gzip + * + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__resource), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__resource, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 2; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "cdec/sa/_sa.pyx":3 + * import logging + * import resource + * import gzip # <<<<<<<<<<<<<< + * + * def monitor_cpu(): + */ + __pyx_t_1 = __Pyx_Import(((PyObject *)__pyx_n_s__gzip), 0, -1); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 3; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "cdec/sa/_sa.pyx":5 + * import gzip + * + * def monitor_cpu(): # <<<<<<<<<<<<<< + * return (resource.getrusage(resource.RUSAGE_SELF).ru_utime+ + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_4cdec_2sa_3_sa_1monitor_cpu, NULL, __pyx_n_s_102); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__monitor_cpu, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 5; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "cdec/sa/_sa.pyx":9 + * resource.getrusage(resource.RUSAGE_SELF).ru_stime) + * + * def gzip_or_text(char* filename): # <<<<<<<<<<<<<< + * if filename.endswith('.gz'): + * return gzip.GzipFile(filename) + */ + __pyx_t_1 = PyCFunction_NewEx(&__pyx_mdef_4cdec_2sa_3_sa_3gzip_or_text, NULL, __pyx_n_s_102); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + if (PyDict_SetItem(__pyx_d, __pyx_n_s__gzip_or_text, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 9; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "cdec/sa/_sa.pyx":15 + * return open(filename) + * + * logger = logging.getLogger('cdec.sa') # <<<<<<<<<<<<<< + * + * include "float_list.pxi" + */ + __pyx_t_1 = __Pyx_GetModuleGlobalName(__pyx_n_s__logging); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_t_2 = __Pyx_PyObject_GetAttrStr(__pyx_t_1, __pyx_n_s__getLogger); if (unlikely(!__pyx_t_2)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_2); + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + __pyx_t_1 = PyObject_Call(__pyx_t_2, ((PyObject *)__pyx_k_tuple_162), NULL); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __Pyx_DECREF(__pyx_t_2); __pyx_t_2 = 0; + if (PyDict_SetItem(__pyx_d, __pyx_n_s__logger, __pyx_t_1) < 0) {__pyx_filename = __pyx_f[0]; __pyx_lineno = 15; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_DECREF(__pyx_t_1); __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/alignment.pxi":8 + * # May need to revisit if things get really tight, though. + * + * cdef int ALIGNMENT_CODE = 1 << 16 # <<<<<<<<<<<<<< + * + * cdef class Alignment: + */ + __pyx_v_4cdec_2sa_3_sa_ALIGNMENT_CODE = 65536; + + /* "/home/mdenkows/cdec/python/cdec/sa/bilex.pxi":54 + * cdef id2eword, id2fword, eword2id, fword2id + * + * def __cinit__(self, from_text=None, from_data=False, from_binary=None, # <<<<<<<<<<<<<< + * earray=None, fsarray=None, alignment=None): + * self.id2eword = [] + */ + __pyx_t_1 = __Pyx_PyBool_FromLong(0); if (unlikely(!__pyx_t_1)) {__pyx_filename = __pyx_f[5]; __pyx_lineno = 54; __pyx_clineno = __LINE__; goto __pyx_L1_error;} + __Pyx_GOTREF(__pyx_t_1); + __pyx_k_43 = __pyx_t_1; + __Pyx_GIVEREF(__pyx_t_1); + __pyx_t_1 = 0; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":17 + * from libc.string cimport memset + * + * cdef int MIN_BOTTOM_SIZE = 32 # <<<<<<<<<<<<<< + * cdef int MIN_BOTTOM_BITS = 5 + * cdef int LOWER_MASK[32] + */ + __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_SIZE = 32; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":18 + * + * cdef int MIN_BOTTOM_SIZE = 32 + * cdef int MIN_BOTTOM_BITS = 5 # <<<<<<<<<<<<<< + * cdef int LOWER_MASK[32] + * + */ + __pyx_v_4cdec_2sa_3_sa_MIN_BOTTOM_BITS = 5; + + /* "/home/mdenkows/cdec/python/cdec/sa/veb.pxi":28 + * LOWER_MASK[i] = mask + * + * _init_lower_mask() # <<<<<<<<<<<<<< + * + * cdef struct _BitSet: + */ + __pyx_f_4cdec_2sa_3_sa__init_lower_mask(); + + /* "/home/mdenkows/cdec/python/cdec/sa/sym.pxi":4 + * from libc.stdlib cimport malloc, realloc, strtol + * + * cdef int INDEX_SHIFT = 3 # <<<<<<<<<<<<<< + * cdef int INDEX_MASK = (1<= 3 + "name '%U' is not defined", name); +#else + "name '%s' is not defined", PyString_AS_STRING(name)); +#endif + } + return result; +} + +static CYTHON_INLINE PyObject *__Pyx_GetModuleGlobalName(PyObject *name) { + PyObject *result; +#if CYTHON_COMPILING_IN_CPYTHON + result = PyDict_GetItem(__pyx_d, name); + if (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, + "%s() keywords must be strings", function_name); + goto bad; +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + 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, + "%s() takes %s %" CYTHON_FORMAT_SSIZE_T "d positional argument%s (%" CYTHON_FORMAT_SSIZE_T "d given)", + func_name, more_or_less, num_expected, + (num_expected == 1) ? "" : "s", num_found); +} + +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 PY_VERSION_HEX < 0x02050000 + if (PyClass_Check(type)) { + #else + if (PyType_Check(type)) { + #endif +#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; + #if PY_VERSION_HEX < 0x02050000 + if (PyInstance_Check(type)) { + type = (PyObject*) ((PyInstanceObject*)type)->in_class; + Py_INCREF(type); + } else { + type = 0; + PyErr_SetString(PyExc_TypeError, + "raise: exception must be an old-style class or instance"); + goto raise_error; + } + #else + 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; + } + #endif + } + __Pyx_ErrRestore(type, value, tb); + return; +raise_error: + Py_XDECREF(value); + Py_XDECREF(type); + Py_XDECREF(tb); + return; +} +#else /* Python 3+ */ +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 *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 = PyEval_CallObject(type, args); + 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) { + 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); + } + } +bad: + Py_XDECREF(owned_instance); + return; +} +#endif + +static void __Pyx_WriteUnraisable(const char *name, CYTHON_UNUSED int clineno, + CYTHON_UNUSED int lineno, CYTHON_UNUSED const char *filename) { + PyObject *old_exc, *old_val, *old_tb; + PyObject *ctx; + __Pyx_ErrFetch(&old_exc, &old_val, &old_tb); + #if PY_MAJOR_VERSION < 3 + ctx = PyString_FromString(name); + #else + ctx = PyUnicode_FromString(name); + #endif + __Pyx_ErrRestore(old_exc, old_val, old_tb); + if (!ctx) { + PyErr_WriteUnraisable(Py_None); + } else { + PyErr_WriteUnraisable(ctx); + Py_DECREF(ctx); + } +} + +static CYTHON_INLINE int __Pyx_TypeTest(PyObject *obj, PyTypeObject *type) { + if (unlikely(!type)) { + PyErr_Format(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 CYTHON_INLINE int __Pyx_CheckKeywordStrings( + PyObject *kwdict, + const char* function_name, + int kw_allowed) +{ + PyObject* key = 0; + Py_ssize_t pos = 0; +#if CPYTHON_COMPILING_IN_PYPY + if (!kw_allowed && PyDict_Next(kwdict, &pos, &key, 0)) + goto invalid_keyword; + return 1; +#else + while (PyDict_Next(kwdict, &pos, &key, 0)) { + #if PY_MAJOR_VERSION < 3 + if (unlikely(!PyString_CheckExact(key)) && unlikely(!PyString_Check(key))) + #endif + if (unlikely(!PyUnicode_Check(key))) + goto invalid_keyword_type; + } + if ((!kw_allowed) && unlikely(key)) + goto invalid_keyword; + return 1; +invalid_keyword_type: + PyErr_Format(PyExc_TypeError, + "%s() keywords must be strings", function_name); + return 0; +#endif +invalid_keyword: + PyErr_Format(PyExc_TypeError, + #if PY_MAJOR_VERSION < 3 + "%s() got an unexpected keyword argument '%s'", + function_name, PyString_AsString(key)); + #else + "%s() got an unexpected keyword argument '%U'", + function_name, key); + #endif + return 0; +} + +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 CYTHON_INLINE PyObject* __Pyx_PyObject_Append(PyObject* L, PyObject* x) { + if (likely(PyList_CheckExact(L))) { + if (unlikely(__Pyx_PyList_Append(L, x) < 0)) return NULL; + Py_INCREF(Py_None); + return Py_None; /* this is just to have an accurate signature */ + } else { + return __Pyx_PyObject_CallMethod1(L, __pyx_n_s__append, x); + } +} + +static int __Pyx_GetException(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *local_type, *local_value, *local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyObject *tmp_type, *tmp_value, *tmp_tb; + PyThreadState *tstate = PyThreadState_GET(); + local_type = tstate->curexc_type; + local_value = tstate->curexc_value; + local_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; +#else + PyErr_Fetch(&local_type, &local_value, &local_tb); +#endif + PyErr_NormalizeException(&local_type, &local_value, &local_tb); +#if CYTHON_COMPILING_IN_CPYTHON + if (unlikely(tstate->curexc_type)) +#else + if (unlikely(PyErr_Occurred())) +#endif + goto bad; + #if PY_MAJOR_VERSION >= 3 + if (unlikely(PyException_SetTraceback(local_value, local_tb) < 0)) + goto bad; + #endif + Py_INCREF(local_type); + Py_INCREF(local_value); + Py_INCREF(local_tb); + *type = local_type; + *value = local_value; + *tb = local_tb; +#if CYTHON_COMPILING_IN_CPYTHON + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = local_type; + tstate->exc_value = local_value; + tstate->exc_traceback = local_tb; + /* Make sure tstate is in a consistent state when we XDECREF + these objects (DECREF may run arbitrary code). */ + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(local_type, local_value, local_tb); +#endif + return 0; +bad: + *type = 0; + *value = 0; + *tb = 0; + Py_XDECREF(local_type); + Py_XDECREF(local_value); + Py_XDECREF(local_tb); + return -1; +} + +static CYTHON_INLINE void __Pyx_RaiseClosureNameError(const char *varname) { + PyErr_Format(PyExc_NameError, "free variable '%s' referenced before assignment in enclosing scope", varname); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_GetSlice( + PyObject* obj, Py_ssize_t cstart, Py_ssize_t cstop, + PyObject** _py_start, PyObject** _py_stop, PyObject** _py_slice, + int has_cstart, int has_cstop, CYTHON_UNUSED int wraparound) { +#if CYTHON_COMPILING_IN_CPYTHON + PyMappingMethods* mp; +#if PY_MAJOR_VERSION < 3 + PySequenceMethods* ms = Py_TYPE(obj)->tp_as_sequence; + if (likely(ms && ms->sq_slice)) { + if (!has_cstart) { + if (_py_start && (*_py_start != Py_None)) { + cstart = __Pyx_PyIndex_AsSsize_t(*_py_start); + if ((cstart == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstart = 0; + } + if (!has_cstop) { + if (_py_stop && (*_py_stop != Py_None)) { + cstop = __Pyx_PyIndex_AsSsize_t(*_py_stop); + if ((cstop == (Py_ssize_t)-1) && PyErr_Occurred()) goto bad; + } else + cstop = PY_SSIZE_T_MAX; + } + if (wraparound && unlikely((cstart < 0) | (cstop < 0)) && likely(ms->sq_length)) { + Py_ssize_t l = ms->sq_length(obj); + if (likely(l >= 0)) { + if (cstop < 0) { + cstop += l; + if (cstop < 0) cstop = 0; + } + if (cstart < 0) { + cstart += l; + if (cstart < 0) cstart = 0; + } + } else { + if (PyErr_ExceptionMatches(PyExc_OverflowError)) + PyErr_Clear(); + else + goto bad; + } + } + return ms->sq_slice(obj, cstart, cstop); + } +#endif + mp = Py_TYPE(obj)->tp_as_mapping; + if (likely(mp && mp->mp_subscript)) +#endif + { + PyObject* result; + PyObject *py_slice, *py_start, *py_stop; + if (_py_slice) { + py_slice = *_py_slice; + } else { + PyObject* owned_start = NULL; + PyObject* owned_stop = NULL; + if (_py_start) { + py_start = *_py_start; + } else { + if (has_cstart) { + owned_start = py_start = PyInt_FromSsize_t(cstart); + if (unlikely(!py_start)) goto bad; + } else + py_start = Py_None; + } + if (_py_stop) { + py_stop = *_py_stop; + } else { + if (has_cstop) { + owned_stop = py_stop = PyInt_FromSsize_t(cstop); + if (unlikely(!py_stop)) { + Py_XDECREF(owned_start); + goto bad; + } + } else + py_stop = Py_None; + } + py_slice = PySlice_New(py_start, py_stop, Py_None); + Py_XDECREF(owned_start); + Py_XDECREF(owned_stop); + if (unlikely(!py_slice)) goto bad; + } +#if CYTHON_COMPILING_IN_CPYTHON + result = mp->mp_subscript(obj, py_slice); +#else + result = PyObject_GetItem(obj, py_slice); +#endif + if (!_py_slice) { + Py_DECREF(py_slice); + } + return result; + } + PyErr_Format(PyExc_TypeError, + "'%.200s' object is unsliceable", Py_TYPE(obj)->tp_name); +bad: + return NULL; +} + +static CYTHON_INLINE int __Pyx_div_int(int a, int b) { + int q = a / b; + int r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static CYTHON_INLINE int __Pyx_mod_int(int a, int b) { + int r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +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%s to unpack", + index, (index == 1) ? "" : "s"); +} + +static CYTHON_INLINE int __Pyx_IterFinish(void) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + PyObject* exc_type = tstate->curexc_type; + if (unlikely(exc_type)) { + if (likely(exc_type == PyExc_StopIteration) || PyErr_GivenExceptionMatches(exc_type, PyExc_StopIteration)) { + PyObject *exc_value, *exc_tb; + exc_value = tstate->curexc_value; + exc_tb = tstate->curexc_traceback; + tstate->curexc_type = 0; + tstate->curexc_value = 0; + tstate->curexc_traceback = 0; + Py_DECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_tb); + return 0; + } else { + return -1; + } + } + return 0; +#else + if (unlikely(PyErr_Occurred())) { + if (likely(PyErr_ExceptionMatches(PyExc_StopIteration))) { + PyErr_Clear(); + return 0; + } else { + return -1; + } + } + return 0; +#endif +} + +static int __Pyx_IternextUnpackEndCheck(PyObject *retval, Py_ssize_t expected) { + if (unlikely(retval)) { + Py_DECREF(retval); + __Pyx_RaiseTooManyValuesError(expected); + return -1; + } else { + return __Pyx_IterFinish(); + } + return 0; +} + +static CYTHON_INLINE int __Pyx_SetItemInt_Generic(PyObject *o, PyObject *j, PyObject *v) { + int r; + if (!j) return -1; + r = PyObject_SetItem(o, j, v); + Py_DECREF(j); + return r; +} +static CYTHON_INLINE int __Pyx_SetItemInt_Fast(PyObject *o, Py_ssize_t i, PyObject *v, + int is_list, int wraparound, int boundscheck) { +#if CYTHON_COMPILING_IN_CPYTHON + if (is_list || PyList_CheckExact(o)) { + Py_ssize_t n = (!wraparound) ? i : ((likely(i >= 0)) ? i : i + PyList_GET_SIZE(o)); + if ((!boundscheck) || likely((n >= 0) & (n < PyList_GET_SIZE(o)))) { + PyObject* old = PyList_GET_ITEM(o, n); + Py_INCREF(v); + PyList_SET_ITEM(o, n, v); + Py_DECREF(old); + return 1; + } + } else { + PySequenceMethods *m = Py_TYPE(o)->tp_as_sequence; + if (likely(m && m->sq_ass_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 -1; + } + } + return m->sq_ass_item(o, i, v); + } + } +#else +#if CYTHON_COMPILING_IN_PYPY + if (is_list || (PySequence_Check(o) && !PyDict_Check(o))) { +#else + if (is_list || PySequence_Check(o)) { +#endif + return PySequence_SetItem(o, i, v); + } +#endif + return __Pyx_SetItemInt_Generic(o, PyInt_FromSsize_t(i), v); +} + +static double __Pyx__PyObject_AsDouble(PyObject* obj) { + PyObject* float_value; +#if CYTHON_COMPILING_IN_PYPY + float_value = PyNumber_Float(obj); +#else + PyNumberMethods *nb = Py_TYPE(obj)->tp_as_number; + if (likely(nb) && likely(nb->nb_float)) { + float_value = nb->nb_float(obj); + if (likely(float_value) && unlikely(!PyFloat_Check(float_value))) { + PyErr_Format(PyExc_TypeError, + "__float__ returned non-float (type %.200s)", + Py_TYPE(float_value)->tp_name); + Py_DECREF(float_value); + goto bad; + } + } else if (PyUnicode_CheckExact(obj) || PyBytes_CheckExact(obj)) { +#if PY_MAJOR_VERSION >= 3 + float_value = PyFloat_FromString(obj); +#else + float_value = PyFloat_FromString(obj, 0); +#endif + } else { + PyObject* args = PyTuple_New(1); + if (unlikely(!args)) goto bad; + PyTuple_SET_ITEM(args, 0, obj); + float_value = PyObject_Call((PyObject*)&PyFloat_Type, args, 0); + PyTuple_SET_ITEM(args, 0, 0); + Py_DECREF(args); + } +#endif + if (likely(float_value)) { + double value = PyFloat_AS_DOUBLE(float_value); + Py_DECREF(float_value); + return value; + } +bad: + return (double)-1; +} + +static CYTHON_INLINE void __Pyx_RaiseUnboundLocalError(const char *varname) { + PyErr_Format(PyExc_UnboundLocalError, "local variable '%s' referenced before assignment", varname); +} + +static CYTHON_INLINE long __Pyx_div_long(long a, long b) { + long q = a / b; + long r = a - q*b; + q -= ((r != 0) & ((r ^ b) < 0)); + return q; +} + +static int __Pyx_ArgTypeTest(PyObject *obj, PyTypeObject *type, int none_allowed, + const char *name, int exact) +{ + if (!type) { + PyErr_Format(PyExc_SystemError, "Missing type object"); + return 0; + } + if (none_allowed && obj == Py_None) return 1; + else if (exact) { + if (Py_TYPE(obj) == type) return 1; + } + else { + if (PyObject_TypeCheck(obj, type)) return 1; + } + PyErr_Format(PyExc_TypeError, + "Argument '%s' has incorrect type (expected %s, got %s)", + name, type->tp_name, Py_TYPE(obj)->tp_name); + return 0; +} + +static CYTHON_INLINE void __Pyx_RaiseNoneNotIterableError(void) { + PyErr_SetString(PyExc_TypeError, "'NoneType' object is not iterable"); +} + +static void __Pyx_UnpackTupleError(PyObject *t, Py_ssize_t index) { + if (t == Py_None) { + __Pyx_RaiseNoneNotIterableError(); + } else if (PyTuple_GET_SIZE(t) < index) { + __Pyx_RaiseNeedMoreValuesError(PyTuple_GET_SIZE(t)); + } else { + __Pyx_RaiseTooManyValuesError(index); + } +} + +static CYTHON_INLINE int __Pyx_unpack_tuple2(PyObject* tuple, PyObject** pvalue1, PyObject** pvalue2, + int is_tuple, int has_known_size, int decref_tuple) { + Py_ssize_t index; + PyObject *value1 = NULL, *value2 = NULL, *iter = NULL; + if (!is_tuple && unlikely(!PyTuple_Check(tuple))) { + iternextfunc iternext; + iter = PyObject_GetIter(tuple); + if (unlikely(!iter)) goto bad; + if (decref_tuple) { Py_DECREF(tuple); tuple = NULL; } + iternext = Py_TYPE(iter)->tp_iternext; + value1 = iternext(iter); if (unlikely(!value1)) { index = 0; goto unpacking_failed; } + value2 = iternext(iter); if (unlikely(!value2)) { index = 1; goto unpacking_failed; } + if (!has_known_size && unlikely(__Pyx_IternextUnpackEndCheck(iternext(iter), 2))) goto bad; + Py_DECREF(iter); + } else { + if (!has_known_size && unlikely(PyTuple_GET_SIZE(tuple) != 2)) { + __Pyx_UnpackTupleError(tuple, 2); + goto bad; + } +#if CYTHON_COMPILING_IN_PYPY + value1 = PySequence_ITEM(tuple, 0); + if (unlikely(!value1)) goto bad; + value2 = PySequence_ITEM(tuple, 1); + if (unlikely(!value2)) goto bad; +#else + value1 = PyTuple_GET_ITEM(tuple, 0); + value2 = PyTuple_GET_ITEM(tuple, 1); + Py_INCREF(value1); + Py_INCREF(value2); +#endif + if (decref_tuple) { Py_DECREF(tuple); } + } + *pvalue1 = value1; + *pvalue2 = value2; + return 0; +unpacking_failed: + if (!has_known_size && __Pyx_IterFinish() == 0) + __Pyx_RaiseNeedMoreValuesError(index); +bad: + Py_XDECREF(iter); + Py_XDECREF(value1); + Py_XDECREF(value2); + if (decref_tuple) { Py_XDECREF(tuple); } + return -1; +} + +static CYTHON_INLINE PyObject* __Pyx_dict_iterator(PyObject* iterable, int is_dict, PyObject* method_name, + Py_ssize_t* p_orig_length, int* p_source_is_dict) { + is_dict = is_dict || likely(PyDict_CheckExact(iterable)); + *p_source_is_dict = is_dict; +#if !CYTHON_COMPILING_IN_PYPY + if (is_dict) { + *p_orig_length = PyDict_Size(iterable); + Py_INCREF(iterable); + return iterable; + } +#endif + *p_orig_length = 0; + if (method_name) { + PyObject* iter; + iterable = __Pyx_PyObject_CallMethod0(iterable, method_name); + if (!iterable) + return NULL; +#if !CYTHON_COMPILING_IN_PYPY + if (PyTuple_CheckExact(iterable) || PyList_CheckExact(iterable)) + return iterable; +#endif + iter = PyObject_GetIter(iterable); + Py_DECREF(iterable); + return iter; + } + return PyObject_GetIter(iterable); +} +static CYTHON_INLINE int __Pyx_dict_iter_next(PyObject* iter_obj, Py_ssize_t orig_length, Py_ssize_t* ppos, + PyObject** pkey, PyObject** pvalue, PyObject** pitem, int source_is_dict) { + PyObject* next_item; +#if !CYTHON_COMPILING_IN_PYPY + if (source_is_dict) { + PyObject *key, *value; + if (unlikely(orig_length != PyDict_Size(iter_obj))) { + PyErr_SetString(PyExc_RuntimeError, "dictionary changed size during iteration"); + return -1; + } + if (unlikely(!PyDict_Next(iter_obj, ppos, &key, &value))) { + return 0; + } + if (pitem) { + PyObject* tuple = PyTuple_New(2); + if (unlikely(!tuple)) { + return -1; + } + Py_INCREF(key); + Py_INCREF(value); + PyTuple_SET_ITEM(tuple, 0, key); + PyTuple_SET_ITEM(tuple, 1, value); + *pitem = tuple; + } else { + if (pkey) { + Py_INCREF(key); + *pkey = key; + } + if (pvalue) { + Py_INCREF(value); + *pvalue = value; + } + } + return 1; + } else if (PyTuple_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyTuple_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyTuple_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else if (PyList_CheckExact(iter_obj)) { + Py_ssize_t pos = *ppos; + if (unlikely(pos >= PyList_GET_SIZE(iter_obj))) return 0; + *ppos = pos + 1; + next_item = PyList_GET_ITEM(iter_obj, pos); + Py_INCREF(next_item); + } else +#endif + { + next_item = PyIter_Next(iter_obj); + if (unlikely(!next_item)) { + return __Pyx_IterFinish(); + } + } + if (pitem) { + *pitem = next_item; + } else if (pkey && pvalue) { + if (__Pyx_unpack_tuple2(next_item, pkey, pvalue, source_is_dict, source_is_dict, 1)) + return -1; + } else if (pkey) { + *pkey = next_item; + } else { + *pvalue = next_item; + } + return 1; +} + +static CYTHON_INLINE long __Pyx_mod_long(long a, long b) { + long r = a % b; + r += ((r != 0) & ((r ^ b) < 0)) * b; + return r; +} + +static PyObject * +__Pyx_CyFunction_get_doc(__pyx_CyFunctionObject *op, CYTHON_UNUSED void *closure) +{ + if (unlikely(op->func_doc == NULL)) { + if (op->func.m_ml->ml_doc) { +#if PY_MAJOR_VERSION >= 3 + op->func_doc = PyUnicode_FromString(op->func.m_ml->ml_doc); +#else + op->func_doc = PyString_FromString(op->func.m_ml->ml_doc); +#endif + if (unlikely(op->func_doc == NULL)) + return NULL; + } else { + Py_INCREF(Py_None); + return Py_None; + } + } + Py_INCREF(op->func_doc); + return op->func_doc; +} +static int +__Pyx_CyFunction_set_doc(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp = op->func_doc; + if (value == NULL) + value = Py_None; /* Mark as deleted */ + Py_INCREF(value); + op->func_doc = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_name(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_name == NULL)) { +#if PY_MAJOR_VERSION >= 3 + op->func_name = PyUnicode_InternFromString(op->func.m_ml->ml_name); +#else + op->func_name = PyString_InternFromString(op->func.m_ml->ml_name); +#endif + if (unlikely(op->func_name == NULL)) + return NULL; + } + Py_INCREF(op->func_name); + return op->func_name; +} +static int +__Pyx_CyFunction_set_name(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__name__ must be set to a string object"); + return -1; + } + tmp = op->func_name; + Py_INCREF(value); + op->func_name = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_qualname(__pyx_CyFunctionObject *op) +{ + Py_INCREF(op->func_qualname); + return op->func_qualname; +} +static int +__Pyx_CyFunction_set_qualname(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; +#if PY_MAJOR_VERSION >= 3 + if (unlikely(value == NULL || !PyUnicode_Check(value))) { +#else + if (unlikely(value == NULL || !PyString_Check(value))) { +#endif + PyErr_SetString(PyExc_TypeError, + "__qualname__ must be set to a string object"); + return -1; + } + tmp = op->func_qualname; + Py_INCREF(value); + op->func_qualname = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_self(__pyx_CyFunctionObject *m, CYTHON_UNUSED void *closure) +{ + PyObject *self; + self = m->func_closure; + if (self == NULL) + self = Py_None; + Py_INCREF(self); + return self; +} +static PyObject * +__Pyx_CyFunction_get_dict(__pyx_CyFunctionObject *op) +{ + if (unlikely(op->func_dict == NULL)) { + op->func_dict = PyDict_New(); + if (unlikely(op->func_dict == NULL)) + return NULL; + } + Py_INCREF(op->func_dict); + return op->func_dict; +} +static int +__Pyx_CyFunction_set_dict(__pyx_CyFunctionObject *op, PyObject *value) +{ + PyObject *tmp; + if (unlikely(value == NULL)) { + PyErr_SetString(PyExc_TypeError, + "function's dictionary may not be deleted"); + return -1; + } + if (unlikely(!PyDict_Check(value))) { + PyErr_SetString(PyExc_TypeError, + "setting function's dictionary to a non-dict"); + return -1; + } + tmp = op->func_dict; + Py_INCREF(value); + op->func_dict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_globals(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + PyObject* dict = PyModule_GetDict(__pyx_m); + Py_XINCREF(dict); + return dict; +} +static PyObject * +__Pyx_CyFunction_get_closure(CYTHON_UNUSED __pyx_CyFunctionObject *op) +{ + Py_INCREF(Py_None); + return Py_None; +} +static PyObject * +__Pyx_CyFunction_get_code(__pyx_CyFunctionObject *op) +{ + PyObject* result = (op->func_code) ? op->func_code : Py_None; + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_init_defaults(__pyx_CyFunctionObject *op) { + PyObject *res = op->defaults_getter((PyObject *) op); + if (unlikely(!res)) + return -1; + op->defaults_tuple = PyTuple_GET_ITEM(res, 0); + Py_INCREF(op->defaults_tuple); + op->defaults_kwdict = PyTuple_GET_ITEM(res, 1); + Py_INCREF(op->defaults_kwdict); + Py_DECREF(res); + return 0; +} +static int +__Pyx_CyFunction_set_defaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyTuple_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__defaults__ must be set to a tuple object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_tuple; + op->defaults_tuple = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_defaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_tuple; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_tuple; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_kwdefaults(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value) { + value = Py_None; + } else if (value != Py_None && !PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__kwdefaults__ must be set to a dict object"); + return -1; + } + Py_INCREF(value); + tmp = op->defaults_kwdict; + op->defaults_kwdict = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_kwdefaults(__pyx_CyFunctionObject *op) { + PyObject* result = op->defaults_kwdict; + if (unlikely(!result)) { + if (op->defaults_getter) { + if (__Pyx_CyFunction_init_defaults(op) < 0) return NULL; + result = op->defaults_kwdict; + } else { + result = Py_None; + } + } + Py_INCREF(result); + return result; +} +static int +__Pyx_CyFunction_set_annotations(__pyx_CyFunctionObject *op, PyObject* value) { + PyObject* tmp; + if (!value || value == Py_None) { + value = NULL; + } else if (!PyDict_Check(value)) { + PyErr_SetString(PyExc_TypeError, + "__annotations__ must be set to a dict object"); + return -1; + } + Py_XINCREF(value); + tmp = op->func_annotations; + op->func_annotations = value; + Py_XDECREF(tmp); + return 0; +} +static PyObject * +__Pyx_CyFunction_get_annotations(__pyx_CyFunctionObject *op) { + PyObject* result = op->func_annotations; + if (unlikely(!result)) { + result = PyDict_New(); + if (unlikely(!result)) return NULL; + op->func_annotations = result; + } + Py_INCREF(result); + return result; +} +static PyGetSetDef __pyx_CyFunction_getsets[] = { + {(char *) "func_doc", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "__doc__", (getter)__Pyx_CyFunction_get_doc, (setter)__Pyx_CyFunction_set_doc, 0, 0}, + {(char *) "func_name", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__name__", (getter)__Pyx_CyFunction_get_name, (setter)__Pyx_CyFunction_set_name, 0, 0}, + {(char *) "__qualname__", (getter)__Pyx_CyFunction_get_qualname, (setter)__Pyx_CyFunction_set_qualname, 0, 0}, + {(char *) "__self__", (getter)__Pyx_CyFunction_get_self, 0, 0, 0}, + {(char *) "func_dict", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "__dict__", (getter)__Pyx_CyFunction_get_dict, (setter)__Pyx_CyFunction_set_dict, 0, 0}, + {(char *) "func_globals", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "__globals__", (getter)__Pyx_CyFunction_get_globals, 0, 0, 0}, + {(char *) "func_closure", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "__closure__", (getter)__Pyx_CyFunction_get_closure, 0, 0, 0}, + {(char *) "func_code", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "__code__", (getter)__Pyx_CyFunction_get_code, 0, 0, 0}, + {(char *) "func_defaults", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__defaults__", (getter)__Pyx_CyFunction_get_defaults, (setter)__Pyx_CyFunction_set_defaults, 0, 0}, + {(char *) "__kwdefaults__", (getter)__Pyx_CyFunction_get_kwdefaults, (setter)__Pyx_CyFunction_set_kwdefaults, 0, 0}, + {(char *) "__annotations__", (getter)__Pyx_CyFunction_get_annotations, (setter)__Pyx_CyFunction_set_annotations, 0, 0}, + {0, 0, 0, 0, 0} +}; +#ifndef PY_WRITE_RESTRICTED /* < Py2.5 */ +#define PY_WRITE_RESTRICTED WRITE_RESTRICTED +#endif +static PyMemberDef __pyx_CyFunction_members[] = { + {(char *) "__module__", T_OBJECT, offsetof(__pyx_CyFunctionObject, func.m_module), PY_WRITE_RESTRICTED, 0}, + {0, 0, 0, 0, 0} +}; +static PyObject * +__Pyx_CyFunction_reduce(__pyx_CyFunctionObject *m, CYTHON_UNUSED PyObject *args) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromString(m->func.m_ml->ml_name); +#else + return PyString_FromString(m->func.m_ml->ml_name); +#endif +} +static PyMethodDef __pyx_CyFunction_methods[] = { + {__Pyx_NAMESTR("__reduce__"), (PyCFunction)__Pyx_CyFunction_reduce, METH_VARARGS, 0}, + {0, 0, 0, 0} +}; +static PyObject *__Pyx_CyFunction_New(PyTypeObject *type, PyMethodDef *ml, int flags, PyObject* qualname, + PyObject *closure, PyObject *module, PyObject* code) { + __pyx_CyFunctionObject *op = PyObject_GC_New(__pyx_CyFunctionObject, type); + if (op == NULL) + return NULL; + op->flags = flags; + op->func_weakreflist = NULL; + op->func.m_ml = ml; + op->func.m_self = (PyObject *) op; + Py_XINCREF(closure); + op->func_closure = closure; + Py_XINCREF(module); + op->func.m_module = module; + op->func_dict = NULL; + op->func_name = NULL; + Py_INCREF(qualname); + op->func_qualname = qualname; + op->func_doc = NULL; + op->func_classobj = NULL; + Py_XINCREF(code); + op->func_code = code; + op->defaults_pyobjects = 0; + op->defaults = NULL; + op->defaults_tuple = NULL; + op->defaults_kwdict = NULL; + op->defaults_getter = NULL; + op->func_annotations = NULL; + PyObject_GC_Track(op); + return (PyObject *) op; +} +static int +__Pyx_CyFunction_clear(__pyx_CyFunctionObject *m) +{ + Py_CLEAR(m->func_closure); + Py_CLEAR(m->func.m_module); + Py_CLEAR(m->func_dict); + Py_CLEAR(m->func_name); + Py_CLEAR(m->func_qualname); + Py_CLEAR(m->func_doc); + Py_CLEAR(m->func_code); + Py_CLEAR(m->func_classobj); + Py_CLEAR(m->defaults_tuple); + Py_CLEAR(m->defaults_kwdict); + Py_CLEAR(m->func_annotations); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_XDECREF(pydefaults[i]); + PyMem_Free(m->defaults); + m->defaults = NULL; + } + return 0; +} +static void __Pyx_CyFunction_dealloc(__pyx_CyFunctionObject *m) +{ + PyObject_GC_UnTrack(m); + if (m->func_weakreflist != NULL) + PyObject_ClearWeakRefs((PyObject *) m); + __Pyx_CyFunction_clear(m); + PyObject_GC_Del(m); +} +static int __Pyx_CyFunction_traverse(__pyx_CyFunctionObject *m, visitproc visit, void *arg) +{ + Py_VISIT(m->func_closure); + Py_VISIT(m->func.m_module); + Py_VISIT(m->func_dict); + Py_VISIT(m->func_name); + Py_VISIT(m->func_qualname); + Py_VISIT(m->func_doc); + Py_VISIT(m->func_code); + Py_VISIT(m->func_classobj); + Py_VISIT(m->defaults_tuple); + Py_VISIT(m->defaults_kwdict); + if (m->defaults) { + PyObject **pydefaults = __Pyx_CyFunction_Defaults(PyObject *, m); + int i; + for (i = 0; i < m->defaults_pyobjects; i++) + Py_VISIT(pydefaults[i]); + } + return 0; +} +static PyObject *__Pyx_CyFunction_descr_get(PyObject *func, PyObject *obj, PyObject *type) +{ + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + if (m->flags & __Pyx_CYFUNCTION_STATICMETHOD) { + Py_INCREF(func); + return func; + } + if (m->flags & __Pyx_CYFUNCTION_CLASSMETHOD) { + if (type == NULL) + type = (PyObject *)(Py_TYPE(obj)); + return PyMethod_New(func, + type, (PyObject *)(Py_TYPE(type))); + } + if (obj == Py_None) + obj = NULL; + return PyMethod_New(func, obj, type); +} +static PyObject* +__Pyx_CyFunction_repr(__pyx_CyFunctionObject *op) +{ +#if PY_MAJOR_VERSION >= 3 + return PyUnicode_FromFormat("", + op->func_qualname, (void *)op); +#else + return PyString_FromFormat("", + PyString_AsString(op->func_qualname), (void *)op); +#endif +} +#if CYTHON_COMPILING_IN_PYPY +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + PyCFunctionObject* f = (PyCFunctionObject*)func; + PyCFunction meth = PyCFunction_GET_FUNCTION(func); + PyObject *self = PyCFunction_GET_SELF(func); + Py_ssize_t size; + switch (PyCFunction_GET_FLAGS(func) & ~(METH_CLASS | METH_STATIC | METH_COEXIST)) { + case METH_VARARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) + return (*meth)(self, arg); + break; + case METH_VARARGS | METH_KEYWORDS: + return (*(PyCFunctionWithKeywords)meth)(self, arg, kw); + case METH_NOARGS: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 0) + return (*meth)(self, NULL); + PyErr_Format(PyExc_TypeError, + "%.200s() takes no arguments (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + case METH_O: + if (likely(kw == NULL) || PyDict_Size(kw) == 0) { + size = PyTuple_GET_SIZE(arg); + if (size == 1) + return (*meth)(self, PyTuple_GET_ITEM(arg, 0)); + PyErr_Format(PyExc_TypeError, + "%.200s() takes exactly one argument (%zd given)", + f->m_ml->ml_name, size); + return NULL; + } + break; + default: + PyErr_SetString(PyExc_SystemError, "Bad call flags in " + "__Pyx_CyFunction_Call. METH_OLDARGS is no " + "longer supported!"); + return NULL; + } + PyErr_Format(PyExc_TypeError, "%.200s() takes no keyword arguments", + f->m_ml->ml_name); + return NULL; +} +#else +static PyObject * __Pyx_CyFunction_Call(PyObject *func, PyObject *arg, PyObject *kw) { + return PyCFunction_Call(func, arg, kw); +} +#endif +static PyTypeObject __pyx_CyFunctionType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("cython_function_or_method"), /*tp_name*/ + sizeof(__pyx_CyFunctionObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_CyFunction_dealloc, /*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + (reprfunc) __Pyx_CyFunction_repr, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + __Pyx_CyFunction_Call, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_CyFunction_traverse, /*tp_traverse*/ + (inquiry) __Pyx_CyFunction_clear, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_CyFunctionObject, func_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + 0, /*tp_iternext*/ + __pyx_CyFunction_methods, /*tp_methods*/ + __pyx_CyFunction_members, /*tp_members*/ + __pyx_CyFunction_getsets, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + __Pyx_CyFunction_descr_get, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + offsetof(__pyx_CyFunctionObject, func_dict),/*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + 0, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static int __Pyx_CyFunction_init(void) { +#if !CYTHON_COMPILING_IN_PYPY + __pyx_CyFunctionType_type.tp_call = PyCFunction_Call; +#endif + if (PyType_Ready(&__pyx_CyFunctionType_type) < 0) + return -1; + __pyx_CyFunctionType = &__pyx_CyFunctionType_type; + return 0; +} +static CYTHON_INLINE void *__Pyx_CyFunction_InitDefaults(PyObject *func, size_t size, int pyobjects) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults = PyMem_Malloc(size); + if (!m->defaults) + return PyErr_NoMemory(); + memset(m->defaults, 0, size); + m->defaults_pyobjects = pyobjects; + return m->defaults; +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsTuple(PyObject *func, PyObject *tuple) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_tuple = tuple; + Py_INCREF(tuple); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetDefaultsKwDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->defaults_kwdict = dict; + Py_INCREF(dict); +} +static CYTHON_INLINE void __Pyx_CyFunction_SetAnnotationsDict(PyObject *func, PyObject *dict) { + __pyx_CyFunctionObject *m = (__pyx_CyFunctionObject *) func; + m->func_annotations = dict; + Py_INCREF(dict); +} + +static CYTHON_INLINE PyObject* __Pyx_PyObject_Pop(PyObject* L) { +#if CYTHON_COMPILING_IN_CPYTHON && PY_VERSION_HEX >= 0x02040000 + if (likely(PyList_CheckExact(L)) + && likely(PyList_GET_SIZE(L) > (((PyListObject*)L)->allocated >> 1))) { + Py_SIZE(L) -= 1; + return PyList_GET_ITEM(L, PyList_GET_SIZE(L)); + } +#if PY_VERSION_HEX >= 0x02050000 + else if (Py_TYPE(L) == (&PySet_Type)) { + return PySet_Pop(L); + } +#endif +#endif + return __Pyx_PyObject_CallMethod0(L, __pyx_n_s__pop); +} + +static int __Pyx_SetVtable(PyObject *dict, void *vtable) { +#if PY_VERSION_HEX >= 0x02070000 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + 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 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 CYTHON_INLINE void __Pyx_ExceptionSave(PyObject **type, PyObject **value, PyObject **tb) { +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + *type = tstate->exc_type; + *value = tstate->exc_value; + *tb = tstate->exc_traceback; + Py_XINCREF(*type); + Py_XINCREF(*value); + Py_XINCREF(*tb); +#else + PyErr_GetExcInfo(type, value, tb); +#endif +} +static void __Pyx_ExceptionReset(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->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = type; + tstate->exc_value = value; + tstate->exc_traceback = tb; + Py_XDECREF(tmp_type); + Py_XDECREF(tmp_value); + Py_XDECREF(tmp_tb); +#else + PyErr_SetExcInfo(type, value, tb); +#endif +} + +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_VERSION_HEX >= 0x02050000 + { + #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; /* try absolute import on failure */ + } + #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 + } + } + #else + if (level>0) { + PyErr_SetString(PyExc_RuntimeError, "Relative import is not supported for Python <=2.4."); + goto bad; + } + module = PyObject_CallFunctionObjArgs(py_import, + name, global_dict, empty_dict, list, NULL); + #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 unsigned char __Pyx_PyInt_AsUnsignedChar(PyObject* x) { + const unsigned char neg_one = (unsigned char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned char" : + "value too large to convert to unsigned char"); + } + return (unsigned char)-1; + } + return (unsigned char)val; + } + return (unsigned char)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned short __Pyx_PyInt_AsUnsignedShort(PyObject* x) { + const unsigned short neg_one = (unsigned short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned short" : + "value too large to convert to unsigned short"); + } + return (unsigned short)-1; + } + return (unsigned short)val; + } + return (unsigned short)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE unsigned int __Pyx_PyInt_AsUnsignedInt(PyObject* x) { + const unsigned int neg_one = (unsigned int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(unsigned int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(unsigned int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to unsigned int" : + "value too large to convert to unsigned int"); + } + return (unsigned int)-1; + } + return (unsigned int)val; + } + return (unsigned int)__Pyx_PyInt_AsUnsignedLong(x); +} + +static CYTHON_INLINE char __Pyx_PyInt_AsChar(PyObject* x) { + const char neg_one = (char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to char" : + "value too large to convert to char"); + } + return (char)-1; + } + return (char)val; + } + return (char)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE short __Pyx_PyInt_AsShort(PyObject* x) { + const short neg_one = (short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to short" : + "value too large to convert to short"); + } + return (short)-1; + } + return (short)val; + } + return (short)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsInt(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +static CYTHON_INLINE signed char __Pyx_PyInt_AsSignedChar(PyObject* x) { + const signed char neg_one = (signed char)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed char) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed char)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed char" : + "value too large to convert to signed char"); + } + return (signed char)-1; + } + return (signed char)val; + } + return (signed char)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed short __Pyx_PyInt_AsSignedShort(PyObject* x) { + const signed short neg_one = (signed short)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed short) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed short)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed short" : + "value too large to convert to signed short"); + } + return (signed short)-1; + } + return (signed short)val; + } + return (signed short)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE signed int __Pyx_PyInt_AsSignedInt(PyObject* x) { + const signed int neg_one = (signed int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(signed int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(signed int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to signed int" : + "value too large to convert to signed int"); + } + return (signed int)-1; + } + return (signed int)val; + } + return (signed int)__Pyx_PyInt_AsSignedLong(x); +} + +static CYTHON_INLINE int __Pyx_PyInt_AsLongDouble(PyObject* x) { + const int neg_one = (int)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; + if (sizeof(int) < sizeof(long)) { + long val = __Pyx_PyInt_AsLong(x); + if (unlikely(val != (long)(int)val)) { + if (!unlikely(val == -1 && PyErr_Occurred())) { + PyErr_SetString(PyExc_OverflowError, + (is_unsigned && unlikely(val < 0)) ? + "can't convert negative value to int" : + "value too large to convert to int"); + } + return (int)-1; + } + return (int)val; + } + return (int)__Pyx_PyInt_AsLong(x); +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned long __Pyx_PyInt_AsUnsignedLong(PyObject* x) { + const unsigned long neg_one = (unsigned long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned 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 + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned long"); + return (unsigned long)-1; + } + return (unsigned long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned long)PyLong_AsLong(x); + } + } else { + unsigned long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned long)-1; + val = __Pyx_PyInt_AsUnsignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE unsigned PY_LONG_LONG __Pyx_PyInt_AsUnsignedLongLong(PyObject* x) { + const unsigned PY_LONG_LONG neg_one = (unsigned PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_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 + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to unsigned PY_LONG_LONG"); + return (unsigned PY_LONG_LONG)-1; + } + return (unsigned PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(unsigned PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(unsigned PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (unsigned PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + unsigned PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (unsigned PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsUnsignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE long __Pyx_PyInt_AsLong(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))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + 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 + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to long"); + return (long)-1; + } + return (long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (long)PyLong_AsLong(x); + } + } else { + long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (long)-1; + val = __Pyx_PyInt_AsLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE PY_LONG_LONG __Pyx_PyInt_AsLongLong(PyObject* x) { + const PY_LONG_LONG neg_one = (PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_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 + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to PY_LONG_LONG"); + return (PY_LONG_LONG)-1; + } + return (PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed long __Pyx_PyInt_AsSignedLong(PyObject* x) { + const signed long neg_one = (signed long)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed 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 + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed long"); + return (signed long)-1; + } + return (signed long)PyLong_AsUnsignedLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed long)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed long) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed long) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed long)PyLong_AsLong(x); + } + } else { + signed long val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed long)-1; + val = __Pyx_PyInt_AsSignedLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS +#include "longintrepr.h" +#endif +#endif +static CYTHON_INLINE signed PY_LONG_LONG __Pyx_PyInt_AsSignedLongLong(PyObject* x) { + const signed PY_LONG_LONG neg_one = (signed PY_LONG_LONG)-1, const_zero = 0; + const int is_unsigned = neg_one > const_zero; +#if PY_MAJOR_VERSION < 3 + if (likely(PyInt_Check(x))) { + long val = PyInt_AS_LONG(x); + if (is_unsigned && unlikely(val < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_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 + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return (signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + if (unlikely(Py_SIZE(x) < 0)) { + PyErr_SetString(PyExc_OverflowError, + "can't convert negative value to signed PY_LONG_LONG"); + return (signed PY_LONG_LONG)-1; + } + return (signed PY_LONG_LONG)PyLong_AsUnsignedLongLong(x); + } else { +#if CYTHON_COMPILING_IN_CPYTHON && PY_MAJOR_VERSION >= 3 +#if CYTHON_USE_PYLONG_INTERNALS + if (sizeof(digit) <= sizeof(signed PY_LONG_LONG)) { + switch (Py_SIZE(x)) { + case 0: return 0; + case 1: return +(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + case -1: return -(signed PY_LONG_LONG) ((PyLongObject*)x)->ob_digit[0]; + } + } +#endif +#endif + return (signed PY_LONG_LONG)PyLong_AsLongLong(x); + } + } else { + signed PY_LONG_LONG val; + PyObject *tmp = __Pyx_PyNumber_Int(x); + if (!tmp) return (signed PY_LONG_LONG)-1; + val = __Pyx_PyInt_AsSignedLongLong(tmp); + Py_DECREF(tmp); + return val; + } +} + +static CYTHON_INLINE void __Pyx_ExceptionSwap(PyObject **type, PyObject **value, PyObject **tb) { + PyObject *tmp_type, *tmp_value, *tmp_tb; +#if CYTHON_COMPILING_IN_CPYTHON + PyThreadState *tstate = PyThreadState_GET(); + tmp_type = tstate->exc_type; + tmp_value = tstate->exc_value; + tmp_tb = tstate->exc_traceback; + tstate->exc_type = *type; + tstate->exc_value = *value; + tstate->exc_traceback = *tb; +#else + PyErr_GetExcInfo(&tmp_type, &tmp_value, &tmp_tb); + PyErr_SetExcInfo(*type, *value, *tb); +#endif + *type = tmp_type; + *value = tmp_value; + *tb = tmp_tb; +} + +static PyObject *__Pyx_Generator_Next(PyObject *self); +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value); +static PyObject *__Pyx_Generator_Close(PyObject *self); +static PyObject *__Pyx_Generator_Throw(PyObject *gen, PyObject *args); +static PyTypeObject *__pyx_GeneratorType = 0; +#define __Pyx_Generator_CheckExact(obj) (Py_TYPE(obj) == __pyx_GeneratorType) +#define __Pyx_Generator_Undelegate(gen) Py_CLEAR((gen)->yieldfrom) +#if 1 || PY_VERSION_HEX < 0x030300B0 +static int __Pyx_PyGen_FetchStopIterationValue(PyObject **pvalue) { + PyObject *et, *ev, *tb; + PyObject *value = NULL; + __Pyx_ErrFetch(&et, &ev, &tb); + if (!et) { + Py_XDECREF(tb); + Py_XDECREF(ev); + Py_INCREF(Py_None); + *pvalue = Py_None; + return 0; + } + if (unlikely(et != PyExc_StopIteration) && + unlikely(!PyErr_GivenExceptionMatches(et, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + if (likely(et == PyExc_StopIteration)) { + if (likely(!ev) || !PyObject_IsInstance(ev, PyExc_StopIteration)) { + if (!ev) { + Py_INCREF(Py_None); + ev = Py_None; + } + Py_XDECREF(tb); + Py_DECREF(et); + *pvalue = ev; + return 0; + } + } + PyErr_NormalizeException(&et, &ev, &tb); + if (unlikely(!PyObject_IsInstance(ev, PyExc_StopIteration))) { + __Pyx_ErrRestore(et, ev, tb); + return -1; + } + Py_XDECREF(tb); + Py_DECREF(et); +#if PY_VERSION_HEX >= 0x030300A0 + value = ((PyStopIterationObject *)ev)->value; + Py_INCREF(value); + Py_DECREF(ev); +#else + { + PyObject* args = PyObject_GetAttr(ev, __pyx_n_s__args); + Py_DECREF(ev); + if (likely(args)) { + value = PyObject_GetItem(args, 0); + Py_DECREF(args); + } + if (unlikely(!value)) { + __Pyx_ErrRestore(NULL, NULL, NULL); + Py_INCREF(Py_None); + value = Py_None; + } + } +#endif + *pvalue = value; + return 0; +} +#endif +static CYTHON_INLINE +void __Pyx_Generator_ExceptionClear(__pyx_GeneratorObject *self) { + PyObject *exc_type = self->exc_type; + PyObject *exc_value = self->exc_value; + PyObject *exc_traceback = self->exc_traceback; + self->exc_type = NULL; + self->exc_value = NULL; + self->exc_traceback = NULL; + Py_XDECREF(exc_type); + Py_XDECREF(exc_value); + Py_XDECREF(exc_traceback); +} +static CYTHON_INLINE +int __Pyx_Generator_CheckRunning(__pyx_GeneratorObject *gen) { + if (unlikely(gen->is_running)) { + PyErr_SetString(PyExc_ValueError, + "generator already executing"); + return 1; + } + return 0; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_SendEx(__pyx_GeneratorObject *self, PyObject *value) { + PyObject *retval; + assert(!self->is_running); + if (unlikely(self->resume_label == 0)) { + if (unlikely(value && value != Py_None)) { + PyErr_SetString(PyExc_TypeError, + "can't send non-None value to a " + "just-started generator"); + return NULL; + } + } + if (unlikely(self->resume_label == -1)) { + PyErr_SetNone(PyExc_StopIteration); + return NULL; + } + if (value) { +#if CYTHON_COMPILING_IN_PYPY +#else + /* Generators always return to their most recent caller, not + * necessarily their creator. */ + if (self->exc_traceback) { + PyThreadState *tstate = PyThreadState_GET(); + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_XINCREF(tstate->frame); + assert(f->f_back == NULL); + f->f_back = tstate->frame; + } +#endif + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); + } else { + __Pyx_Generator_ExceptionClear(self); + } + self->is_running = 1; + retval = self->body((PyObject *) self, value); + self->is_running = 0; + if (retval) { + __Pyx_ExceptionSwap(&self->exc_type, &self->exc_value, + &self->exc_traceback); +#if CYTHON_COMPILING_IN_PYPY +#else + /* Don't keep the reference to f_back any longer than necessary. It + * may keep a chain of frames alive or it could create a reference + * cycle. */ + if (self->exc_traceback) { + PyTracebackObject *tb = (PyTracebackObject *) self->exc_traceback; + PyFrameObject *f = tb->tb_frame; + Py_CLEAR(f->f_back); + } +#endif + } else { + __Pyx_Generator_ExceptionClear(self); + } + return retval; +} +static CYTHON_INLINE +PyObject *__Pyx_Generator_FinishDelegation(__pyx_GeneratorObject *gen) { + PyObject *ret; + PyObject *val = NULL; + __Pyx_Generator_Undelegate(gen); + __Pyx_PyGen_FetchStopIterationValue(&val); + ret = __Pyx_Generator_SendEx(gen, val); + Py_XDECREF(val); + return ret; +} +static PyObject *__Pyx_Generator_Next(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + ret = Py_TYPE(yf)->tp_iternext(yf); + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, Py_None); +} +static PyObject *__Pyx_Generator_Send(PyObject *self, PyObject *value) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject*) self; + PyObject *yf = gen->yieldfrom; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Send(yf, value); + } else { + if (value == Py_None) + ret = PyIter_Next(yf); + else + ret = __Pyx_PyObject_CallMethod1(yf, __pyx_n_s__send, value); + } + gen->is_running = 0; + if (likely(ret)) { + return ret; + } + return __Pyx_Generator_FinishDelegation(gen); + } + return __Pyx_Generator_SendEx(gen, value); +} +static int __Pyx_Generator_CloseIter(__pyx_GeneratorObject *gen, PyObject *yf) { + PyObject *retval = NULL; + int err = 0; + if (__Pyx_Generator_CheckExact(yf)) { + retval = __Pyx_Generator_Close(yf); + if (!retval) + return -1; + } else { + PyObject *meth; + gen->is_running = 1; + meth = PyObject_GetAttr(yf, __pyx_n_s__close); + if (unlikely(!meth)) { + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + PyErr_WriteUnraisable(yf); + } + PyErr_Clear(); + } else { + retval = PyObject_CallFunction(meth, NULL); + Py_DECREF(meth); + if (!retval) + err = -1; + } + gen->is_running = 0; + } + Py_XDECREF(retval); + return err; +} +static PyObject *__Pyx_Generator_Close(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *retval, *raised_exception; + PyObject *yf = gen->yieldfrom; + int err = 0; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + Py_INCREF(yf); + err = __Pyx_Generator_CloseIter(gen, yf); + __Pyx_Generator_Undelegate(gen); + Py_DECREF(yf); + } + if (err == 0) +#if PY_VERSION_HEX < 0x02050000 + PyErr_SetNone(PyExc_StopIteration); +#else + PyErr_SetNone(PyExc_GeneratorExit); +#endif + retval = __Pyx_Generator_SendEx(gen, NULL); + if (retval) { + Py_DECREF(retval); + PyErr_SetString(PyExc_RuntimeError, + "generator ignored GeneratorExit"); + return NULL; + } + raised_exception = PyErr_Occurred(); + if (!raised_exception + || raised_exception == PyExc_StopIteration +#if PY_VERSION_HEX >= 0x02050000 + || raised_exception == PyExc_GeneratorExit + || PyErr_GivenExceptionMatches(raised_exception, PyExc_GeneratorExit) +#endif + || PyErr_GivenExceptionMatches(raised_exception, PyExc_StopIteration)) + { + if (raised_exception) PyErr_Clear(); /* ignore these errors */ + Py_INCREF(Py_None); + return Py_None; + } + return NULL; +} +static PyObject *__Pyx_Generator_Throw(PyObject *self, PyObject *args) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject *typ; + PyObject *tb = NULL; + PyObject *val = NULL; + PyObject *yf = gen->yieldfrom; + if (!PyArg_UnpackTuple(args, (char *)"throw", 1, 3, &typ, &val, &tb)) + return NULL; + if (unlikely(__Pyx_Generator_CheckRunning(gen))) + return NULL; + if (yf) { + PyObject *ret; + Py_INCREF(yf); +#if PY_VERSION_HEX >= 0x02050000 + if (PyErr_GivenExceptionMatches(typ, PyExc_GeneratorExit)) { + int err = __Pyx_Generator_CloseIter(gen, yf); + Py_DECREF(yf); + __Pyx_Generator_Undelegate(gen); + if (err < 0) + return __Pyx_Generator_SendEx(gen, NULL); + goto throw_here; + } +#endif + gen->is_running = 1; + if (__Pyx_Generator_CheckExact(yf)) { + ret = __Pyx_Generator_Throw(yf, args); + } else { + PyObject *meth = PyObject_GetAttr(yf, __pyx_n_s__throw); + if (unlikely(!meth)) { + Py_DECREF(yf); + if (!PyErr_ExceptionMatches(PyExc_AttributeError)) { + gen->is_running = 0; + return NULL; + } + PyErr_Clear(); + __Pyx_Generator_Undelegate(gen); + gen->is_running = 0; + goto throw_here; + } + ret = PyObject_CallObject(meth, args); + Py_DECREF(meth); + } + gen->is_running = 0; + Py_DECREF(yf); + if (!ret) { + ret = __Pyx_Generator_FinishDelegation(gen); + } + return ret; + } +throw_here: + __Pyx_Raise(typ, val, tb, NULL); + return __Pyx_Generator_SendEx(gen, NULL); +} +static int __Pyx_Generator_traverse(PyObject *self, visitproc visit, void *arg) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_VISIT(gen->closure); + Py_VISIT(gen->classobj); + Py_VISIT(gen->yieldfrom); + Py_VISIT(gen->exc_type); + Py_VISIT(gen->exc_value); + Py_VISIT(gen->exc_traceback); + return 0; +} +static int __Pyx_Generator_clear(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + Py_CLEAR(gen->closure); + Py_CLEAR(gen->classobj); + Py_CLEAR(gen->yieldfrom); + Py_CLEAR(gen->exc_type); + Py_CLEAR(gen->exc_value); + Py_CLEAR(gen->exc_traceback); + return 0; +} +static void __Pyx_Generator_dealloc(PyObject *self) { + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + PyObject_GC_UnTrack(gen); + if (gen->gi_weakreflist != NULL) + PyObject_ClearWeakRefs(self); + PyObject_GC_Track(self); + if (gen->resume_label > 0) { + Py_TYPE(gen)->tp_del(self); + if (self->ob_refcnt > 0) + return; /* resurrected. :( */ + } + PyObject_GC_UnTrack(self); + __Pyx_Generator_clear(self); + PyObject_GC_Del(gen); +} +static void __Pyx_Generator_del(PyObject *self) { + PyObject *res; + PyObject *error_type, *error_value, *error_traceback; + __pyx_GeneratorObject *gen = (__pyx_GeneratorObject *) self; + if (gen->resume_label <= 0) + return ; + assert(self->ob_refcnt == 0); + self->ob_refcnt = 1; + __Pyx_ErrFetch(&error_type, &error_value, &error_traceback); + res = __Pyx_Generator_Close(self); + if (res == NULL) + PyErr_WriteUnraisable(self); + else + Py_DECREF(res); + __Pyx_ErrRestore(error_type, error_value, error_traceback); + /* Undo the temporary resurrection; can't use DECREF here, it would + * cause a recursive call. + */ + assert(self->ob_refcnt > 0); + if (--self->ob_refcnt == 0) + return; /* this is the normal path out */ + /* close() resurrected it! Make it look like the original Py_DECREF + * never happened. + */ + { + Py_ssize_t refcnt = self->ob_refcnt; + _Py_NewReference(self); + self->ob_refcnt = refcnt; + } +#if CYTHON_COMPILING_IN_CPYTHON + assert(PyType_IS_GC(self->ob_type) && + _Py_AS_GC(self)->gc.gc_refs != _PyGC_REFS_UNTRACKED); + /* If Py_REF_DEBUG, _Py_NewReference bumped _Py_RefTotal, so + * we need to undo that. */ + _Py_DEC_REFTOTAL; +#endif + /* If Py_TRACE_REFS, _Py_NewReference re-added self to the object + * chain, so no more to do there. + * If COUNT_ALLOCS, the original decref bumped tp_frees, and + * _Py_NewReference bumped tp_allocs: both of those need to be + * undone. + */ +#ifdef COUNT_ALLOCS + --Py_TYPE(self)->tp_frees; + --Py_TYPE(self)->tp_allocs; +#endif +} +static PyMemberDef __pyx_Generator_memberlist[] = { + {(char *) "gi_running", +#if PY_VERSION_HEX >= 0x02060000 + T_BOOL, +#else + T_BYTE, +#endif + offsetof(__pyx_GeneratorObject, is_running), + READONLY, + NULL}, + {0, 0, 0, 0, 0} +}; +static PyMethodDef __pyx_Generator_methods[] = { + {__Pyx_NAMESTR("send"), (PyCFunction) __Pyx_Generator_Send, METH_O, 0}, + {__Pyx_NAMESTR("throw"), (PyCFunction) __Pyx_Generator_Throw, METH_VARARGS, 0}, + {__Pyx_NAMESTR("close"), (PyCFunction) __Pyx_Generator_Close, METH_NOARGS, 0}, + {0, 0, 0, 0} +}; +static PyTypeObject __pyx_GeneratorType_type = { + PyVarObject_HEAD_INIT(0, 0) + __Pyx_NAMESTR("generator"), /*tp_name*/ + sizeof(__pyx_GeneratorObject), /*tp_basicsize*/ + 0, /*tp_itemsize*/ + (destructor) __Pyx_Generator_dealloc,/*tp_dealloc*/ + 0, /*tp_print*/ + 0, /*tp_getattr*/ + 0, /*tp_setattr*/ +#if PY_MAJOR_VERSION < 3 + 0, /*tp_compare*/ +#else + 0, /*reserved*/ +#endif + 0, /*tp_repr*/ + 0, /*tp_as_number*/ + 0, /*tp_as_sequence*/ + 0, /*tp_as_mapping*/ + 0, /*tp_hash*/ + 0, /*tp_call*/ + 0, /*tp_str*/ + 0, /*tp_getattro*/ + 0, /*tp_setattro*/ + 0, /*tp_as_buffer*/ + Py_TPFLAGS_DEFAULT | Py_TPFLAGS_HAVE_GC, /* tp_flags*/ + 0, /*tp_doc*/ + (traverseproc) __Pyx_Generator_traverse, /*tp_traverse*/ + 0, /*tp_clear*/ + 0, /*tp_richcompare*/ + offsetof(__pyx_GeneratorObject, gi_weakreflist), /* tp_weaklistoffse */ + 0, /*tp_iter*/ + (iternextfunc) __Pyx_Generator_Next, /*tp_iternext*/ + __pyx_Generator_methods, /*tp_methods*/ + __pyx_Generator_memberlist, /*tp_members*/ + 0, /*tp_getset*/ + 0, /*tp_base*/ + 0, /*tp_dict*/ + 0, /*tp_descr_get*/ + 0, /*tp_descr_set*/ + 0, /*tp_dictoffset*/ + 0, /*tp_init*/ + 0, /*tp_alloc*/ + 0, /*tp_new*/ + 0, /*tp_free*/ + 0, /*tp_is_gc*/ + 0, /*tp_bases*/ + 0, /*tp_mro*/ + 0, /*tp_cache*/ + 0, /*tp_subclasses*/ + 0, /*tp_weaklist*/ + __Pyx_Generator_del, /*tp_del*/ +#if PY_VERSION_HEX >= 0x02060000 + 0, /*tp_version_tag*/ +#endif +}; +static __pyx_GeneratorObject *__Pyx_Generator_New(__pyx_generator_body_t body, + PyObject *closure) { + __pyx_GeneratorObject *gen = + PyObject_GC_New(__pyx_GeneratorObject, &__pyx_GeneratorType_type); + if (gen == NULL) + return NULL; + gen->body = body; + gen->closure = closure; + Py_XINCREF(closure); + gen->is_running = 0; + gen->resume_label = 0; + gen->classobj = NULL; + gen->yieldfrom = NULL; + gen->exc_type = NULL; + gen->exc_value = NULL; + gen->exc_traceback = NULL; + gen->gi_weakreflist = NULL; + PyObject_GC_Track(gen); + return gen; +} +static int __pyx_Generator_init(void) { + __pyx_GeneratorType_type.tp_getattro = PyObject_GenericGetAttr; + __pyx_GeneratorType_type.tp_iter = PyObject_SelfIter; + if (PyType_Ready(&__pyx_GeneratorType_type)) { + return -1; + } + __pyx_GeneratorType = &__pyx_GeneratorType_type; + return 0; +} + +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); + #if PY_VERSION_HEX < 0x02050000 + return PyErr_Warn(NULL, message); + #else + return PyErr_WarnEx(NULL, message, 1); + #endif + } + 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 && !(PY_MAJOR_VERSION==3&&PY_MINOR_VERSION==0) + 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; +} + +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, 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, /*int argcount,*/ + 0, /*int kwonlyargcount,*/ + 0, /*int nlocals,*/ + 0, /*int stacksize,*/ + 0, /*int flags,*/ + __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, /*int firstlineno,*/ + __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; + PyObject *py_globals = 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_globals = PyModule_GetDict(__pyx_m); + if (!py_globals) goto bad; + py_frame = PyFrame_New( + PyThreadState_GET(), /*PyThreadState *tstate,*/ + py_code, /*PyCodeObject *code,*/ + py_globals, /*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 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 /* Python 3+ has unicode identifiers */ + 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(char* c_str) { + return __Pyx_PyUnicode_FromStringAndSize(c_str, 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 /*__PYX_DEFAULT_STRING_ENCODING_IS_ASCII*/ + *length = PyBytes_GET_SIZE(defenc); + return defenc_c; +#else /* PY_VERSION_HEX < 0x03030000 */ + if (PyUnicode_READY(o) == -1) return NULL; +#if __PYX_DEFAULT_STRING_ENCODING_IS_ASCII + if (PyUnicode_IS_ASCII(o)) { + *length = PyUnicode_GET_DATA_SIZE(o); + return PyUnicode_AsUTF8(o); + } else { + PyUnicode_AsASCIIString(o); + return NULL; + } +#else /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ + return PyUnicode_AsUTF8AndSize(o, length); +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII */ +#endif /* PY_VERSION_HEX < 0x03030000 */ + } else +#endif /* __PYX_DEFAULT_STRING_ENCODING_IS_ASCII || __PYX_DEFAULT_STRING_ENCODING_IS_DEFAULT */ + { + char* result; + int r = PyBytes_AsStringAndSize(o, &result, length); + if (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, + "__%s__ returned non-%s (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 = 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) { +#if PY_VERSION_HEX < 0x02050000 + if (ival <= LONG_MAX) + return PyInt_FromLong((long)ival); + else { + unsigned char *bytes = (unsigned char *) &ival; + int one = 1; int little = (int)*(unsigned char*)&one; + return _PyLong_FromByteArray(bytes, sizeof(size_t), little, 0); + } +#else + return PyInt_FromSize_t(ival); +#endif +} +static CYTHON_INLINE size_t __Pyx_PyInt_AsSize_t(PyObject* x) { + unsigned PY_LONG_LONG val = __Pyx_PyInt_AsUnsignedLongLong(x); + if (unlikely(val != (unsigned PY_LONG_LONG)(size_t)val)) { + if ((val != (unsigned PY_LONG_LONG)-1) || !PyErr_Occurred()) + PyErr_SetString(PyExc_OverflowError, + "value too large to convert to size_t"); + return (size_t)-1; + } + return (size_t)val; +} + + +#endif /* Py_PYTHON_H */ diff --git a/python/setup.py.in b/python/setup.py.in index cdde696e..a2aa28f6 100644 --- a/python/setup.py.in +++ b/python/setup.py.in @@ -21,7 +21,7 @@ ext_modules = [ extra_compile_args=CPPFLAGS, extra_link_args=LDFLAGS), Extension(name='cdec.sa._sa', - sources=['cdec/sa/_sa.c', 'cdec/sa/strmap.cc'], + sources=['cdec/sa/_sa.cpp', 'cdec/sa/strmap.cc'], extra_compile_args=CPPFLAGS) ] -- cgit v1.2.3 From 672c5cb8566c4484f54e012af46a78dfa7c8c89d Mon Sep 17 00:00:00 2001 From: Waleed Ammar Date: Mon, 11 Nov 2013 11:47:04 -0500 Subject: mira breaks on noninteractive machines when matplotlib is installed, complaining that $DISPLAY environment variable is not set. fix it as described at http://matplotlib.org/faq/howto_faq.html --- training/mira/mira.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/training/mira/mira.py b/training/mira/mira.py index 7b2d06a3..d5a1d9f8 100755 --- a/training/mira/mira.py +++ b/training/mira/mira.py @@ -12,6 +12,8 @@ except ImportError: sys.exit(1) have_mpl = True try: + import matplotlib + matplotlib.use('Agg') import matplotlib.pyplot as plt except ImportError: have_mpl = False -- cgit v1.2.3 From ae282ff1c3b9669496af3308e0f7889658f564cc Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Mon, 11 Nov 2013 16:05:32 -0500 Subject: fix iterator misuse --- utils/atools.cc | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/utils/atools.cc b/utils/atools.cc index 1726c4ac..559eadef 100644 --- a/utils/atools.cc +++ b/utils/atools.cc @@ -203,14 +203,16 @@ struct RefineCommand : public Command { bool keep_going = !p.empty(); while (keep_going) { keep_going = false; - for (set >::iterator pi = p.begin(); - pi != p.end(); ++pi) { + set > added; + for (set >::iterator pi = p.begin(); pi != p.end(); ++pi) { if ((this->*pred)(pi->first, pi->second)) { Align(pi->first, pi->second); - p.erase(pi); + added.insert(make_pair(pi->first, pi->second)); keep_going = true; } } + for (set >::iterator ai = added.begin(); ai != added.end(); ++ai) + p.erase(*ai); } } Array2D res_; // refined alignment -- cgit v1.2.3 From 8a24bb77bc2e9fd17a6f6529a2942cde96a6af49 Mon Sep 17 00:00:00 2001 From: Chris Dyer Date: Mon, 11 Nov 2013 16:12:39 -0500 Subject: error on new macs --- corpus/tokenize-anything.sh | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/corpus/tokenize-anything.sh b/corpus/tokenize-anything.sh index fb038717..c7adfa61 100755 --- a/corpus/tokenize-anything.sh +++ b/corpus/tokenize-anything.sh @@ -12,8 +12,8 @@ fi $SUPPORT/utf8-normalize.sh $NORMARGS | $SUPPORT/quote-norm.pl | $SUPPORT/tokenizer.pl | - sed -u -e 's/ al - / al-/g' | + sed -e 's/ al - / al-/g' | $SUPPORT/fix-contract.pl | - sed -u -e 's/^ //' | sed -u -e 's/ $//' | + sed -e 's/^ //' | sed -e 's/ $//' | perl -e '$|++; while(<>){s/(\d+)(\.+)$/$1 ./; s/(\d+)(\.+) \|\|\|/$1 . |||/; print;}' -- cgit v1.2.3 From a6d8ae2bd3cc2294e17588656e6aa20a96f6fcbc Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 12 Nov 2013 18:36:03 +0100 Subject: implemented batch tuning --- training/dtrain/dtrain.cc | 81 ++++++++++++++++++++++------ training/dtrain/examples/standard/dtrain.ini | 4 +- 2 files changed, 67 insertions(+), 18 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index a496f08a..23131810 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -42,6 +42,9 @@ dtrain_init(int argc, char** argv, po::variables_map* cfg) ("loss_margin", po::value()->default_value(0.), "update if no error in pref pair but model scores this near") ("max_pairs", po::value()->default_value(std::numeric_limits::max()), "max. # of pairs per Sent.") ("pclr", po::value()->default_value("no"), "use a (simple|adagrad) per-coordinate learning rate") + ("batch", po::value()->zero_tokens(), "do batch optimization") + //("repeat", po::value()->default_value(1), "repeat optimization over kbest list this number of times") + //("test-k-best", po::value()->zero_tokens(), "check if optimization works (use repeat >= 2)") ("noup", po::value()->zero_tokens(), "do not update weights"); po::options_description cl("Command Line Options"); cl.add_options() @@ -126,7 +129,12 @@ main(int argc, char** argv) const float hi_lo = cfg["hi_lo"].as(); const score_t approx_bleu_d = cfg["approx_bleu_d"].as(); const unsigned max_pairs = cfg["max_pairs"].as(); + //int repeat = cfg["repeat"].as(); + //bool test_k_best = false; + //if (cfg.count("test-k-best")) test_k_best = true; weight_t loss_margin = cfg["loss_margin"].as(); + bool batch = false; + if (cfg.count("batch")) batch = true; if (loss_margin > 9998.) loss_margin = std::numeric_limits::max(); bool scale_bleu_diff = false; if (cfg.count("scale_bleu_diff")) scale_bleu_diff = true; @@ -184,10 +192,10 @@ main(int argc, char** argv) observer->SetScorer(scorer); // init weights - vector& dense_weights = decoder.CurrentWeightVector(); + vector& decoder_weights = decoder.CurrentWeightVector(); SparseVector lambdas, cumulative_penalties, w_average; - if (cfg.count("input_weights")) Weights::InitFromFile(cfg["input_weights"].as(), &dense_weights); - Weights::InitSparseVector(dense_weights, &lambdas); + if (cfg.count("input_weights")) Weights::InitFromFile(cfg["input_weights"].as(), &decoder_weights); + Weights::InitSparseVector(decoder_weights, &lambdas); // meta params for perceptron, SVM weight_t eta = cfg["learning_rate"].as(); @@ -245,6 +253,7 @@ main(int argc, char** argv) cerr << setw(25) << "k " << k << endl; cerr << setw(25) << "N " << N << endl; cerr << setw(25) << "T " << T << endl; + cerr << setw(25) << "batch " << batch << endl; cerr << setw(26) << "scorer '" << scorer_str << "'" << endl; if (scorer_str == "approx_bleu") cerr << setw(25) << "approx. B discount " << approx_bleu_d << endl; @@ -267,6 +276,8 @@ main(int argc, char** argv) cerr << setw(25) << "rescale " << rescale << endl; cerr << setw(25) << "pclr " << pclr << endl; cerr << setw(25) << "max pairs " << max_pairs << endl; + //cerr << setw(25) << "repeat " << repeat << endl; + //cerr << setw(25) << "test k-best " << test_k_best << endl; cerr << setw(25) << "cdec cfg " << "'" << cfg["decoder_config"].as() << "'" << endl; cerr << setw(25) << "input " << "'" << input_fn << "'" << endl; if (!read_bitext) @@ -281,17 +292,25 @@ main(int argc, char** argv) // pclr SparseVector learning_rates; + // batch + SparseVector batch_updates; + weight_t batch_loss; + + //int did_improve; // FIXME for test-k-best for (unsigned t = 0; t < T; t++) // T epochs { - + time_t start, end; time(&start); score_t score_sum = 0.; score_t model_sum(0); unsigned ii = 0, rank_errors = 0, margin_violations = 0, npairs = 0, f_count = 0, list_sz = 0; + batch_loss = 0.; if (!quiet) cerr << "Iteration #" << t+1 << " of " << T << "." << endl; + //did_improve = 0; + while(true) { @@ -337,7 +356,7 @@ main(int argc, char** argv) if (next || stop) break; // weights - lambdas.init_vector(&dense_weights); + lambdas.init_vector(&decoder_weights); // getting input vector ref_ids; // reference as vector @@ -392,33 +411,51 @@ main(int argc, char** argv) partXYX(samples, pairs, pair_threshold, max_pairs, faster_perceptron, hi_lo); if (pair_sampling == "PRO") PROsampling(samples, pairs, pair_threshold, max_pairs); - npairs += pairs.size(); + int cur_npairs = pairs.size(); + npairs += cur_npairs; + + weight_t kbest_loss_first, kbest_loss_last = 0.0; +//for (int q=0; q < repeat; q++) { // repeat + + weight_t kbest_loss = 0.0; // test-k-best SparseVector lambdas_copy; // for l1 regularization SparseVector sum_up; // for pclr if (l1naive||l1clip||l1cumul) lambdas_copy = lambdas; for (vector >::iterator it = pairs.begin(); it != pairs.end(); it++) { - bool rank_error; + + /*if (repeat > 1) { + double x = max(0.0, -1.0 * (lambdas.dot(it->first.f) - lambdas.dot(it->second.f))); + kbest_loss += x; + }*/ + + score_t model_diff = it->first.model - it->second.model; + bool rank_error = false; score_t margin; if (faster_perceptron) { // we only have considering misranked pairs rank_error = true; // pair sampling already did this for us margin = std::numeric_limits::max(); } else { - rank_error = it->first.model <= it->second.model; - margin = fabs(it->first.model - it->second.model); + rank_error = model_diff<=0.0; + margin = fabs(model_diff); if (!rank_error && margin < loss_margin) margin_violations++; } if (rank_error) rank_errors++; if (scale_bleu_diff) eta = it->first.score - it->second.score; if (rank_error || margin < loss_margin) { SparseVector diff_vec = it->first.f - it->second.f; + if (batch) { + batch_loss += max(0., -1.0*model_diff); + batch_updates += diff_vec; + continue; + } if (pclr != "no") { sum_up += diff_vec; } else { lambdas.plus_eq_v_times_s(diff_vec, eta); - if (gamma) lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./npairs)); // FIXME + if (gamma) lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./cur_npairs)); } } } @@ -487,6 +524,11 @@ main(int argc, char** argv) } } + //if (q==0) { kbest_loss_first = kbest_loss; } + //if (q==repeat-1) { kbest_loss_last = kbest_loss; } +//}//repeat +//if((kbest_loss_first - kbest_loss_last) > 0) did_improve++; + } if (rescale) lambdas /= lambdas.l2norm(); @@ -495,14 +537,20 @@ main(int argc, char** argv) } // input loop - if (average) w_average += lambdas; + if (t == 0) in_sz = ii; // remember size of input (# lines) - if (scorer_str == "approx_bleu" || scorer_str == "lc_bleu") scorer->Reset(); + //if (repeat > 1) cout << "did improve? " << did_improve << " out of " << in_sz << endl; - if (t == 0) { - in_sz = ii; // remember size of input (# lines) + if (batch) { + lambdas.plus_eq_v_times_s(batch_updates, eta); + if (gamma) lambdas.plus_eq_v_times_s(lambdas, -2*gamma*eta*(1./npairs)); + batch_updates.clear(); } + if (average) w_average += lambdas; + + if (scorer_str == "approx_bleu" || scorer_str == "lc_bleu") scorer->Reset(); + // print some stats score_t score_avg = score_sum/(score_t)in_sz; score_t model_avg = model_sum/(score_t)in_sz; @@ -534,6 +582,7 @@ main(int argc, char** argv) cerr << endl; cerr << " avg # rank err: "; cerr << rank_errors/(float)in_sz << endl; + if (batch) cerr << " batch loss: " << batch_loss << endl; cerr << " avg # margin viol: "; cerr << margin_violations/(float)in_sz << endl; cerr << " non0 feature count: " << nonz << endl; @@ -562,9 +611,9 @@ main(int argc, char** argv) // write weights to file if (select_weights == "best" || keep) { - lambdas.init_vector(&dense_weights); + lambdas.init_vector(&decoder_weights); string w_fn = "weights." + boost::lexical_cast(t) + ".gz"; - Weights::WriteToFile(w_fn, dense_weights, true); + Weights::WriteToFile(w_fn, decoder_weights, true); } } // outer loop diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index 7dbb4ff0..4d096dfb 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -11,11 +11,11 @@ print_weights=Glue WordPenalty LanguageModel LanguageModel_OOV PhraseModel_0 Phr stop_after=10 # stop epoch after 10 inputs # interesting stuff -epochs=3 # run over input 3 times +epochs=100 # run over input 3 times k=100 # use 100best lists N=4 # optimize (approx) BLEU4 scorer=fixed_stupid_bleu # use 'stupid' BLEU+1 -learning_rate=1.0 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) +learning_rate=0.0001 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) gamma=0 # use SVM reg sample_from=kbest # use kbest lists (as opposed to forest) filter=uniq # only unique entries in kbest (surface form) -- cgit v1.2.3 From 29473017d0f0cdd6f383d253235e2f3388533d13 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 12 Nov 2013 20:07:47 +0100 Subject: impl repeat param --- training/dtrain/dtrain.cc | 78 ++++++++++++++++------------ training/dtrain/examples/standard/dtrain.ini | 6 ++- 2 files changed, 49 insertions(+), 35 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 23131810..441e2cd7 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -43,7 +43,7 @@ dtrain_init(int argc, char** argv, po::variables_map* cfg) ("max_pairs", po::value()->default_value(std::numeric_limits::max()), "max. # of pairs per Sent.") ("pclr", po::value()->default_value("no"), "use a (simple|adagrad) per-coordinate learning rate") ("batch", po::value()->zero_tokens(), "do batch optimization") - //("repeat", po::value()->default_value(1), "repeat optimization over kbest list this number of times") + ("repeat", po::value()->default_value(1), "repeat optimization over kbest list this number of times") //("test-k-best", po::value()->zero_tokens(), "check if optimization works (use repeat >= 2)") ("noup", po::value()->zero_tokens(), "do not update weights"); po::options_description cl("Command Line Options"); @@ -129,7 +129,7 @@ main(int argc, char** argv) const float hi_lo = cfg["hi_lo"].as(); const score_t approx_bleu_d = cfg["approx_bleu_d"].as(); const unsigned max_pairs = cfg["max_pairs"].as(); - //int repeat = cfg["repeat"].as(); + int repeat = cfg["repeat"].as(); //bool test_k_best = false; //if (cfg.count("test-k-best")) test_k_best = true; weight_t loss_margin = cfg["loss_margin"].as(); @@ -276,7 +276,7 @@ main(int argc, char** argv) cerr << setw(25) << "rescale " << rescale << endl; cerr << setw(25) << "pclr " << pclr << endl; cerr << setw(25) << "max pairs " << max_pairs << endl; - //cerr << setw(25) << "repeat " << repeat << endl; + cerr << setw(25) << "repeat " << repeat << endl; //cerr << setw(25) << "test k-best " << test_k_best << endl; cerr << setw(25) << "cdec cfg " << "'" << cfg["decoder_config"].as() << "'" << endl; cerr << setw(25) << "input " << "'" << input_fn << "'" << endl; @@ -294,23 +294,19 @@ main(int argc, char** argv) SparseVector learning_rates; // batch SparseVector batch_updates; - weight_t batch_loss; - - //int did_improve; // FIXME for test-k-best + score_t batch_loss; for (unsigned t = 0; t < T; t++) // T epochs { - + time_t start, end; time(&start); score_t score_sum = 0.; score_t model_sum(0); - unsigned ii = 0, rank_errors = 0, margin_violations = 0, npairs = 0, f_count = 0, list_sz = 0; + unsigned ii = 0, rank_errors = 0, margin_violations = 0, npairs = 0, f_count = 0, list_sz = 0, kbest_loss_improve = 0; batch_loss = 0.; if (!quiet) cerr << "Iteration #" << t+1 << " of " << T << "." << endl; - //did_improve = 0; - while(true) { @@ -395,8 +391,10 @@ main(int argc, char** argv) } } - score_sum += (*samples)[0].score; // stats for 1best - model_sum += (*samples)[0].model; + if (repeat == 1) { + score_sum += (*samples)[0].score; // stats for 1best + model_sum += (*samples)[0].model; + } f_count += observer->get_f_count(); list_sz += observer->get_sz(); @@ -414,24 +412,22 @@ main(int argc, char** argv) int cur_npairs = pairs.size(); npairs += cur_npairs; - weight_t kbest_loss_first, kbest_loss_last = 0.0; + score_t kbest_loss_first, kbest_loss_last = 0.0; -//for (int q=0; q < repeat; q++) { // repeat + for (int ki=0; ki < repeat; ki++) { - weight_t kbest_loss = 0.0; // test-k-best + score_t kbest_loss = 0.0; // test-k-best SparseVector lambdas_copy; // for l1 regularization SparseVector sum_up; // for pclr if (l1naive||l1clip||l1cumul) lambdas_copy = lambdas; for (vector >::iterator it = pairs.begin(); it != pairs.end(); it++) { - - /*if (repeat > 1) { - double x = max(0.0, -1.0 * (lambdas.dot(it->first.f) - lambdas.dot(it->second.f))); - kbest_loss += x; - }*/ - score_t model_diff = it->first.model - it->second.model; + if (repeat > 1) { + model_diff = lambdas.dot(it->first.f) - lambdas.dot(it->second.f); + kbest_loss += max(0.0, -1.0 * model_diff); + } bool rank_error = false; score_t margin; if (faster_perceptron) { // we only have considering misranked pairs @@ -442,7 +438,7 @@ main(int argc, char** argv) margin = fabs(model_diff); if (!rank_error && margin < loss_margin) margin_violations++; } - if (rank_error) rank_errors++; + if (rank_error && ki==1) rank_errors++; if (scale_bleu_diff) eta = it->first.score - it->second.score; if (rank_error || margin < loss_margin) { SparseVector diff_vec = it->first.f - it->second.f; @@ -524,12 +520,27 @@ main(int argc, char** argv) } } - //if (q==0) { kbest_loss_first = kbest_loss; } - //if (q==repeat-1) { kbest_loss_last = kbest_loss; } -//}//repeat -//if((kbest_loss_first - kbest_loss_last) > 0) did_improve++; + if (ki==0) kbest_loss_first = kbest_loss; + if (ki==repeat-1) { // done + kbest_loss_last = kbest_loss; + score_t best_score = -1.; + score_t best_model = -std::numeric_limits::max(); + unsigned best_idx; + for (unsigned i=0; i < samples->size(); i++) { + score_t s = lambdas.dot((*samples)[i].f); + if (s > best_model) { + best_idx = i; + best_model = s; + } + } + score_sum += (*samples)[best_idx].score; + model_sum += best_model; + } + } // repeat - } + if ((kbest_loss_first - kbest_loss_last) >= 0) kbest_loss_improve++; + + } // noup if (rescale) lambdas /= lambdas.l2norm(); @@ -539,7 +550,6 @@ main(int argc, char** argv) if (t == 0) in_sz = ii; // remember size of input (# lines) - //if (repeat > 1) cout << "did improve? " << did_improve << " out of " << in_sz << endl; if (batch) { lambdas.plus_eq_v_times_s(batch_updates, eta); @@ -577,14 +587,16 @@ main(int argc, char** argv) cerr << _np << " 1best avg model score: " << model_avg; cerr << _p << " (" << model_diff << ")" << endl; cerr << " avg # pairs: "; - cerr << _np << npairs/(float)in_sz; + cerr << _np << npairs/(float)in_sz << endl; + cerr << " avg # margin viol: "; + cerr << margin_violations/(float)in_sz << endl; + cerr << " avg # rank err: "; + cerr << rank_errors/(float)in_sz; if (faster_perceptron) cerr << " (meaningless)"; cerr << endl; - cerr << " avg # rank err: "; - cerr << rank_errors/(float)in_sz << endl; if (batch) cerr << " batch loss: " << batch_loss << endl; - cerr << " avg # margin viol: "; - cerr << margin_violations/(float)in_sz << endl; + if (repeat > 1) cerr << " k-best loss imp: " << ((float)kbest_loss_improve/in_sz)*100 << "%" << endl; + cerr << " non0 feature count: " << nonz << endl; cerr << " avg list sz: " << list_sz/(float)in_sz << endl; cerr << " avg f count: " << f_count/(float)list_sz << endl; diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index 4d096dfb..ef022469 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -11,11 +11,11 @@ print_weights=Glue WordPenalty LanguageModel LanguageModel_OOV PhraseModel_0 Phr stop_after=10 # stop epoch after 10 inputs # interesting stuff -epochs=100 # run over input 3 times +epochs=3 # run over input 3 times k=100 # use 100best lists N=4 # optimize (approx) BLEU4 scorer=fixed_stupid_bleu # use 'stupid' BLEU+1 -learning_rate=0.0001 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) +learning_rate=0.0001 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) gamma=0 # use SVM reg sample_from=kbest # use kbest lists (as opposed to forest) filter=uniq # only unique entries in kbest (surface form) @@ -23,3 +23,5 @@ pair_sampling=XYX # hi_lo=0.1 # 10 vs 80 vs 10 and 80 vs 10 here pair_threshold=0 # minimum distance in BLEU (here: > 0) loss_margin=0 # update if correctly ranked, but within this margin +repeat=1 # repeat training on a kbest list 1 times +#batch=true # batch tuning, update after accumulating over all sentences and all kbest lists -- cgit v1.2.3 From 2d025c839e474045d81b7490adc8842ad427c4e1 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Tue, 12 Nov 2013 20:39:59 +0100 Subject: fix --- training/dtrain/dtrain.cc | 36 ++++--- training/dtrain/examples/standard/dtrain.ini | 2 +- training/dtrain/examples/standard/expected-output | 112 +++++++++++----------- 3 files changed, 80 insertions(+), 70 deletions(-) diff --git a/training/dtrain/dtrain.cc b/training/dtrain/dtrain.cc index 441e2cd7..0a27a068 100644 --- a/training/dtrain/dtrain.cc +++ b/training/dtrain/dtrain.cc @@ -414,6 +414,12 @@ main(int argc, char** argv) score_t kbest_loss_first, kbest_loss_last = 0.0; + for (vector >::iterator it = pairs.begin(); + it != pairs.end(); it++) { + score_t model_diff = it->first.model - it->second.model; + kbest_loss_first += max(0.0, -1.0 * model_diff); + } + for (int ki=0; ki < repeat; ki++) { score_t kbest_loss = 0.0; // test-k-best @@ -520,21 +526,22 @@ main(int argc, char** argv) } } - if (ki==0) kbest_loss_first = kbest_loss; if (ki==repeat-1) { // done kbest_loss_last = kbest_loss; - score_t best_score = -1.; - score_t best_model = -std::numeric_limits::max(); - unsigned best_idx; - for (unsigned i=0; i < samples->size(); i++) { - score_t s = lambdas.dot((*samples)[i].f); - if (s > best_model) { - best_idx = i; - best_model = s; + if (repeat > 1) { + score_t best_score = -1.; + score_t best_model = -std::numeric_limits::max(); + unsigned best_idx; + for (unsigned i=0; i < samples->size(); i++) { + score_t s = lambdas.dot((*samples)[i].f); + if (s > best_model) { + best_idx = i; + best_model = s; + } } + score_sum += (*samples)[best_idx].score; + model_sum += best_model; } - score_sum += (*samples)[best_idx].score; - model_sum += best_model; } } // repeat @@ -588,15 +595,14 @@ main(int argc, char** argv) cerr << _p << " (" << model_diff << ")" << endl; cerr << " avg # pairs: "; cerr << _np << npairs/(float)in_sz << endl; - cerr << " avg # margin viol: "; - cerr << margin_violations/(float)in_sz << endl; cerr << " avg # rank err: "; cerr << rank_errors/(float)in_sz; if (faster_perceptron) cerr << " (meaningless)"; cerr << endl; + cerr << " avg # margin viol: "; + cerr << margin_violations/(float)in_sz << endl; if (batch) cerr << " batch loss: " << batch_loss << endl; - if (repeat > 1) cerr << " k-best loss imp: " << ((float)kbest_loss_improve/in_sz)*100 << "%" << endl; - + cerr << " k-best loss imp: " << ((float)kbest_loss_improve/in_sz)*100 << "%" << endl; cerr << " non0 feature count: " << nonz << endl; cerr << " avg list sz: " << list_sz/(float)in_sz << endl; cerr << " avg f count: " << f_count/(float)list_sz << endl; diff --git a/training/dtrain/examples/standard/dtrain.ini b/training/dtrain/examples/standard/dtrain.ini index ef022469..fc83f08e 100644 --- a/training/dtrain/examples/standard/dtrain.ini +++ b/training/dtrain/examples/standard/dtrain.ini @@ -15,7 +15,7 @@ epochs=3 # run over input 3 times k=100 # use 100best lists N=4 # optimize (approx) BLEU4 scorer=fixed_stupid_bleu # use 'stupid' BLEU+1 -learning_rate=0.0001 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) +learning_rate=0.1 # learning rate, don't care if gamma=0 (perceptron) and loss_margin=0 (not margin perceptron) gamma=0 # use SVM reg sample_from=kbest # use kbest lists (as opposed to forest) filter=uniq # only unique entries in kbest (surface form) diff --git a/training/dtrain/examples/standard/expected-output b/training/dtrain/examples/standard/expected-output index a35bbe6f..75f47337 100644 --- a/training/dtrain/examples/standard/expected-output +++ b/training/dtrain/examples/standard/expected-output @@ -4,17 +4,18 @@ Reading ./nc-wmt11.en.srilm.gz ----5---10---15---20---25---30---35---40---45---50---55---60---65---70---75---80---85---90---95--100 **************************************************************************************************** Example feature: Shape_S00000_T00000 -Seeding random number sequence to 4049211323 +Seeding random number sequence to 3751911392 dtrain Parameters: k 100 N 4 T 3 + batch 0 scorer 'fixed_stupid_bleu' sample from 'kbest' filter 'uniq' - learning rate 1 + learning rate 0.1 gamma 0 loss margin 0 faster perceptron 1 @@ -25,9 +26,9 @@ Parameters: l1 reg 0 'none' pclr no max pairs 4294967295 + repeat 1 cdec cfg './cdec.ini' - input './nc-wmt11.de.gz' - refs './nc-wmt11.en.gz' + input './nc-wmt11.gz' output '-' stop_after 10 (a dot represents 10 inputs) @@ -35,25 +36,26 @@ Iteration #1 of 3. . 10 Stopping after 10 input sentences. WEIGHTS - Glue = -1100 - WordPenalty = -82.082 - LanguageModel = -3199.1 - LanguageModel_OOV = -192 - PhraseModel_0 = +3128.2 - PhraseModel_1 = -1610.2 - PhraseModel_2 = -4336.5 - PhraseModel_3 = +2910.3 - PhraseModel_4 = +2523.2 - PhraseModel_5 = +506 - PhraseModel_6 = +1467 - PassThrough = -387 + Glue = -110 + WordPenalty = -8.2082 + LanguageModel = -319.91 + LanguageModel_OOV = -19.2 + PhraseModel_0 = +312.82 + PhraseModel_1 = -161.02 + PhraseModel_2 = -433.65 + PhraseModel_3 = +291.03 + PhraseModel_4 = +252.32 + PhraseModel_5 = +50.6 + PhraseModel_6 = +146.7 + PassThrough = -38.7 --- 1best avg score: 0.16966 (+0.16966) - 1best avg model score: 2.9874e+05 (+2.9874e+05) - avg # pairs: 906.3 (meaningless) - avg # rank err: 906.3 + 1best avg model score: 29874 (+29874) + avg # pairs: 906.3 + avg # rank err: 0 (meaningless) avg # margin viol: 0 - non0 feature count: 825 + k-best loss imp: 100% + non0 feature count: 832 avg list sz: 91.3 avg f count: 139.77 (time 0.35 min, 2.1 s/S) @@ -61,25 +63,26 @@ WEIGHTS Iteration #2 of 3. . 10 WEIGHTS - Glue = -1221 - WordPenalty = +836.89 - LanguageModel = +2332.3 - LanguageModel_OOV = -1451 - PhraseModel_0 = +1507.2 - PhraseModel_1 = -2728.4 - PhraseModel_2 = -4183.6 - PhraseModel_3 = +1816.3 - PhraseModel_4 = -2894.7 - PhraseModel_5 = +1403 - PhraseModel_6 = +35 - PassThrough = -1097 + Glue = -122.1 + WordPenalty = +83.689 + LanguageModel = +233.23 + LanguageModel_OOV = -145.1 + PhraseModel_0 = +150.72 + PhraseModel_1 = -272.84 + PhraseModel_2 = -418.36 + PhraseModel_3 = +181.63 + PhraseModel_4 = -289.47 + PhraseModel_5 = +140.3 + PhraseModel_6 = +3.5 + PassThrough = -109.7 --- 1best avg score: 0.17399 (+0.004325) - 1best avg model score: 49369 (-2.4937e+05) - avg # pairs: 662.4 (meaningless) - avg # rank err: 662.4 + 1best avg model score: 4936.9 (-24937) + avg # pairs: 662.4 + avg # rank err: 0 (meaningless) avg # margin viol: 0 - non0 feature count: 1235 + k-best loss imp: 100% + non0 feature count: 1240 avg list sz: 91.3 avg f count: 125.11 (time 0.27 min, 1.6 s/S) @@ -87,32 +90,33 @@ WEIGHTS Iteration #3 of 3. . 10 WEIGHTS - Glue = -1574 - WordPenalty = -17.372 - LanguageModel = +6861.8 - LanguageModel_OOV = -3997 - PhraseModel_0 = -398.76 - PhraseModel_1 = -3419.6 - PhraseModel_2 = -3186.7 - PhraseModel_3 = +1050.8 - PhraseModel_4 = -2902.7 - PhraseModel_5 = -486 - PhraseModel_6 = -436 - PassThrough = -2985 + Glue = -157.4 + WordPenalty = -1.7372 + LanguageModel = +686.18 + LanguageModel_OOV = -399.7 + PhraseModel_0 = -39.876 + PhraseModel_1 = -341.96 + PhraseModel_2 = -318.67 + PhraseModel_3 = +105.08 + PhraseModel_4 = -290.27 + PhraseModel_5 = -48.6 + PhraseModel_6 = -43.6 + PassThrough = -298.5 --- 1best avg score: 0.30742 (+0.13343) - 1best avg model score: -1.5393e+05 (-2.0329e+05) - avg # pairs: 623.8 (meaningless) - avg # rank err: 623.8 + 1best avg model score: -15393 (-20329) + avg # pairs: 623.8 + avg # rank err: 0 (meaningless) avg # margin viol: 0 - non0 feature count: 1770 + k-best loss imp: 100% + non0 feature count: 1776 avg list sz: 91.3 avg f count: 118.58 -(time 0.25 min, 1.5 s/S) +(time 0.28 min, 1.7 s/S) Writing weights file to '-' ... done --- Best iteration: 3 [SCORE 'fixed_stupid_bleu'=0.30742]. -This took 0.86667 min. +This took 0.9 min. -- cgit v1.2.3 From 2d2d5eced93d58bc77894d8c328195cd9950b96d Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Wed, 13 Nov 2013 18:00:10 +0100 Subject: unit tests for extractor loo sampling --- extractor/grammar_extractor_test.cc | 7 ++- extractor/mocks/mock_rule_factory.h | 2 +- extractor/rule_factory_test.cc | 8 ++- extractor/sampler.cc | 18 +++---- extractor/sampler_test.cc | 24 +++++---- extractor/sampler_test_blacklist.cc | 102 ++++++++++++++++++++++++++++++++++++ 6 files changed, 138 insertions(+), 23 deletions(-) create mode 100644 extractor/sampler_test_blacklist.cc diff --git a/extractor/grammar_extractor_test.cc b/extractor/grammar_extractor_test.cc index 823bb8b4..f32a9599 100644 --- a/extractor/grammar_extractor_test.cc +++ b/extractor/grammar_extractor_test.cc @@ -39,12 +39,15 @@ TEST(GrammarExtractorTest, TestAnnotatingWords) { vector rules; vector feature_names; Grammar grammar(rules, feature_names); - EXPECT_CALL(*factory, GetGrammar(word_ids)) + unordered_set blacklisted_sentence_ids; + shared_ptr source_data_array; + EXPECT_CALL(*factory, GetGrammar(word_ids, blacklisted_sentence_ids, source_data_array)) .WillOnce(Return(grammar)); GrammarExtractor extractor(vocabulary, factory); string sentence = "Anna has many many apples ."; - extractor.GetGrammar(sentence); + + extractor.GetGrammar(sentence, blacklisted_sentence_ids, source_data_array); } } // namespace diff --git a/extractor/mocks/mock_rule_factory.h b/extractor/mocks/mock_rule_factory.h index 7389b396..86a084b5 100644 --- a/extractor/mocks/mock_rule_factory.h +++ b/extractor/mocks/mock_rule_factory.h @@ -7,7 +7,7 @@ namespace extractor { class MockHieroCachingRuleFactory : public HieroCachingRuleFactory { public: - MOCK_METHOD1(GetGrammar, Grammar(const vector& word_ids)); + MOCK_METHOD3(GetGrammar, Grammar(const vector& word_ids, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array)); }; } // namespace extractor diff --git a/extractor/rule_factory_test.cc b/extractor/rule_factory_test.cc index 08af3dcd..f26cc567 100644 --- a/extractor/rule_factory_test.cc +++ b/extractor/rule_factory_test.cc @@ -76,7 +76,9 @@ TEST_F(RuleFactoryTest, TestGetGrammarDifferentWords) { .WillRepeatedly(Return(PhraseLocation(0, 1))); vector word_ids = {2, 3, 4}; - Grammar grammar = factory->GetGrammar(word_ids); + unordered_set blacklisted_sentence_ids; + shared_ptr source_data_array; + Grammar grammar = factory->GetGrammar(word_ids, blacklisted_sentence_ids, source_data_array); EXPECT_EQ(feature_names, grammar.GetFeatureNames()); EXPECT_EQ(7, grammar.GetRules().size()); } @@ -94,7 +96,9 @@ TEST_F(RuleFactoryTest, TestGetGrammarRepeatingWords) { .WillRepeatedly(Return(PhraseLocation(0, 1))); vector word_ids = {2, 3, 4, 2, 3}; - Grammar grammar = factory->GetGrammar(word_ids); + unordered_set blacklisted_sentence_ids; + shared_ptr source_data_array; + Grammar grammar = factory->GetGrammar(word_ids, blacklisted_sentence_ids, source_data_array); EXPECT_EQ(feature_names, grammar.GetFeatureNames()); EXPECT_EQ(28, grammar.GetRules().size()); } diff --git a/extractor/sampler.cc b/extractor/sampler.cc index cb470962..d332dd90 100644 --- a/extractor/sampler.cc +++ b/extractor/sampler.cc @@ -19,25 +19,25 @@ PhraseLocation Sampler::Sample(const PhraseLocation& location, unordered_setGetSuffix(i); + int x = suffix_array->GetSuffix(Round(i)); int id = source_data_array->GetSentenceId(x); if (find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) != blacklisted_sentence_ids.end()) { found = false; - int backoff_step = 1; + double backoff_step = 1; while (true) { if ((double)backoff_step >= step) break; - int j = i - backoff_step; - x = suffix_array->GetSuffix(j); + double j = i - backoff_step; + x = suffix_array->GetSuffix(Round(j)); id = source_data_array->GetSentenceId(x); - if (j > last && find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) { + if (x >= 0 && j > last && find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) { found = true; last = i; break; } - int k = i + backoff_step; - x = suffix_array->GetSuffix(k); + double k = i + backoff_step; + x = suffix_array->GetSuffix(Round(k)); id = source_data_array->GetSentenceId(x); if (k < min(i+step, (double)high) && find(blacklisted_sentence_ids.begin(), blacklisted_sentence_ids.end(), id) == blacklisted_sentence_ids.end()) { found = true; last = k; break; diff --git a/extractor/sampler_test.cc b/extractor/sampler_test.cc index e9abebfa..965567ba 100644 --- a/extractor/sampler_test.cc +++ b/extractor/sampler_test.cc @@ -3,6 +3,7 @@ #include #include "mocks/mock_suffix_array.h" +#include "mocks/mock_data_array.h" #include "phrase_location.h" #include "sampler.h" @@ -15,6 +16,8 @@ namespace { class SamplerTest : public Test { protected: virtual void SetUp() { + source_data_array = make_shared(); + EXPECT_CALL(*source_data_array, GetSentenceId(_)).WillRepeatedly(Return(9999)); suffix_array = make_shared(); for (int i = 0; i < 10; ++i) { EXPECT_CALL(*suffix_array, GetSuffix(i)).WillRepeatedly(Return(i)); @@ -23,51 +26,54 @@ class SamplerTest : public Test { shared_ptr suffix_array; shared_ptr sampler; + shared_ptr source_data_array; }; TEST_F(SamplerTest, TestSuffixArrayRange) { PhraseLocation location(0, 10); + unordered_set blacklist; sampler = make_shared(suffix_array, 1); vector expected_locations = {0}; - EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 2); expected_locations = {0, 5}; - EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 3); expected_locations = {0, 3, 7}; - EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 4); expected_locations = {0, 3, 5, 8}; - EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 100); expected_locations = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}; - EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); } TEST_F(SamplerTest, TestSubstringsSample) { vector locations = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}; + unordered_set blacklist; PhraseLocation location(locations, 2); sampler = make_shared(suffix_array, 1); vector expected_locations = {0, 1}; - EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 2); expected_locations = {0, 1, 6, 7}; - EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 3); expected_locations = {0, 1, 4, 5, 6, 7}; - EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location, blacklist, source_data_array)); sampler = make_shared(suffix_array, 7); expected_locations = {0, 1, 2, 3, 4, 5, 6, 7, 8, 9}; - EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location)); + EXPECT_EQ(PhraseLocation(expected_locations, 2), sampler->Sample(location, blacklist, source_data_array)); } } // namespace diff --git a/extractor/sampler_test_blacklist.cc b/extractor/sampler_test_blacklist.cc new file mode 100644 index 00000000..3305b990 --- /dev/null +++ b/extractor/sampler_test_blacklist.cc @@ -0,0 +1,102 @@ +#include + +#include + +#include "mocks/mock_suffix_array.h" +#include "mocks/mock_data_array.h" +#include "phrase_location.h" +#include "sampler.h" + +using namespace std; +using namespace ::testing; + +namespace extractor { +namespace { + +class SamplerTestBlacklist : public Test { + protected: + virtual void SetUp() { + source_data_array = make_shared(); + for (int i = 0; i < 10; ++i) { + EXPECT_CALL(*source_data_array, GetSentenceId(i)).WillRepeatedly(Return(i)); + } + for (int i = -10; i < 0; ++i) { + EXPECT_CALL(*source_data_array, GetSentenceId(i)).WillRepeatedly(Return(0)); + } + suffix_array = make_shared(); + for (int i = -10; i < 10; ++i) { + EXPECT_CALL(*suffix_array, GetSuffix(i)).WillRepeatedly(Return(i)); + } + } + + shared_ptr suffix_array; + shared_ptr sampler; + shared_ptr source_data_array; +}; + +TEST_F(SamplerTestBlacklist, TestSuffixArrayRange) { + PhraseLocation location(0, 10); + unordered_set blacklist; + vector expected_locations; + + blacklist.insert(0); + sampler = make_shared(suffix_array, 1); + expected_locations = {1}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + for (int i = 0; i < 9; i++) { + blacklist.insert(i); + } + sampler = make_shared(suffix_array, 1); + expected_locations = {9}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + blacklist.insert(0); + blacklist.insert(5); + sampler = make_shared(suffix_array, 2); + expected_locations = {1, 4}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + blacklist.insert(0); + blacklist.insert(1); + blacklist.insert(2); + blacklist.insert(3); + sampler = make_shared(suffix_array, 2); + expected_locations = {4, 5}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + blacklist.insert(0); + blacklist.insert(3); + blacklist.insert(7); + sampler = make_shared(suffix_array, 3); + expected_locations = {1, 2, 6}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + blacklist.insert(0); + blacklist.insert(3); + blacklist.insert(5); + blacklist.insert(8); + sampler = make_shared(suffix_array, 4); + expected_locations = {1, 2, 4, 7}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + blacklist.insert(0); + sampler = make_shared(suffix_array, 100); + expected_locations = {1, 2, 3, 4, 5, 6, 7, 8, 9}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); + blacklist.clear(); + + blacklist.insert(9); + sampler = make_shared(suffix_array, 100); + expected_locations = {0, 1, 2, 3, 4, 5, 6, 7, 8}; + EXPECT_EQ(PhraseLocation(expected_locations, 1), sampler->Sample(location, blacklist, source_data_array)); +} + +} // namespace +} // namespace extractor -- cgit v1.2.3 From ff4c76719cfea5ab067b92f1030881b186033f3c Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Wed, 13 Nov 2013 18:17:54 +0100 Subject: remove crap --- extractor/sample_alignment.txt | 3 --- extractor/sample_bitext.txt | 3 --- extractor/sample_source.txt | 3 --- 3 files changed, 9 deletions(-) diff --git a/extractor/sample_alignment.txt b/extractor/sample_alignment.txt index f0292b01..80b446a4 100644 --- a/extractor/sample_alignment.txt +++ b/extractor/sample_alignment.txt @@ -1,5 +1,2 @@ 0-0 1-1 2-2 1-0 2-1 -0-0 -0-0 1-1 -0-0 1-1 diff --git a/extractor/sample_bitext.txt b/extractor/sample_bitext.txt index 2b7c8e40..93d6b39d 100644 --- a/extractor/sample_bitext.txt +++ b/extractor/sample_bitext.txt @@ -1,5 +1,2 @@ -asdf ||| dontseeme -qqq asdf ||| zzz fdsa -asdf qqq ||| fdsa zzz ana are mere . ||| anna has apples . ana bea mult lapte . ||| anna drinks a lot of milk . diff --git a/extractor/sample_source.txt b/extractor/sample_source.txt index 9b46dd6a..971baf6d 100644 --- a/extractor/sample_source.txt +++ b/extractor/sample_source.txt @@ -1,5 +1,2 @@ -asdf -qqq asdf -asdf qqq ana are mere . ana bea mult lapte . -- cgit v1.2.3 From 4a9449a564e626fe004200b730bfaa44d6152e0f Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Wed, 13 Nov 2013 18:28:42 +0100 Subject: README --- training/dtrain/README.md | 30 ++++++++++++------------------ 1 file changed, 12 insertions(+), 18 deletions(-) diff --git a/training/dtrain/README.md b/training/dtrain/README.md index 2bae6b48..aa1ab3e7 100644 --- a/training/dtrain/README.md +++ b/training/dtrain/README.md @@ -1,10 +1,15 @@ This is a simple (and parallelizable) tuning method for cdec -which is able to train the weights of very many (sparse) features. -It was used here: - "Joint Feature Selection in Distributed Stochastic - Learning for Large-Scale Discriminative Training in - SMT" -(Simianer, Riezler, Dyer; ACL 2012) +which is able to train the weights of very many (sparse) features +on the training set. + +It was used in these papers: +> "Joint Feature Selection in Distributed Stochastic +> Learning for Large-Scale Discriminative Training in +> SMT" (Simianer, Riezler, Dyer; ACL 2012) +> +> "Multi-Task Learning for Improved Discriminative +> Training in SMT" (Simianer, Riezler; WMT 2013) +> Building @@ -17,20 +22,9 @@ To build only parts needed for dtrain do cd training/dtrain/; make ``` -Ideas ------ - * get approx_bleu to work? - * implement minibatches (Minibatch and Parallelization for Online Large Margin Structured Learning) - * learning rate 1/T? - * use an oracle? mira-like (model vs. BLEU), feature repr. of reference!? - * implement lc_bleu properly - * merge kbest lists of previous epochs (as MERT does) - * ``walk entire regularization path'' - * rerank after each update? - Running ------- -See directories under test/ . +See directories under examples/ . Legal ----- -- cgit v1.2.3 From d32361ce37f794ae92f852ae2c7c3e6ef440ff07 Mon Sep 17 00:00:00 2001 From: Patrick Simianer Date: Wed, 13 Nov 2013 20:27:52 +0100 Subject: fix --- extractor/grammar_extractor.cc | 2 +- extractor/grammar_extractor.h | 2 +- extractor/rule_factory.cc | 2 +- extractor/rule_factory.h | 2 +- extractor/sampler.cc | 2 +- extractor/sampler.h | 2 +- 6 files changed, 6 insertions(+), 6 deletions(-) diff --git a/extractor/grammar_extractor.cc b/extractor/grammar_extractor.cc index 1fbdee5b..487abcaf 100644 --- a/extractor/grammar_extractor.cc +++ b/extractor/grammar_extractor.cc @@ -34,7 +34,7 @@ GrammarExtractor::GrammarExtractor( vocabulary(vocabulary), rule_factory(rule_factory) {} -Grammar GrammarExtractor::GetGrammar(const string& sentence, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) { +Grammar GrammarExtractor::GetGrammar(const string& sentence, const unordered_set& blacklisted_sentence_ids, const shared_ptr source_data_array) { vector words = TokenizeSentence(sentence); vector word_ids = AnnotateWords(words); return rule_factory->GetGrammar(word_ids, blacklisted_sentence_ids, source_data_array); diff --git a/extractor/grammar_extractor.h b/extractor/grammar_extractor.h index 6c0aafbf..ae407b47 100644 --- a/extractor/grammar_extractor.h +++ b/extractor/grammar_extractor.h @@ -45,7 +45,7 @@ class GrammarExtractor { // Converts the sentence to a vector of word ids and uses the RuleFactory to // extract the SCFG rules which may be used to decode the sentence. - Grammar GetGrammar(const string& sentence, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array); + Grammar GetGrammar(const string& sentence, const unordered_set& blacklisted_sentence_ids, const shared_ptr source_data_array); private: // Splits the sentence in a vector of words. diff --git a/extractor/rule_factory.cc b/extractor/rule_factory.cc index e52019ae..6ae2d792 100644 --- a/extractor/rule_factory.cc +++ b/extractor/rule_factory.cc @@ -101,7 +101,7 @@ HieroCachingRuleFactory::HieroCachingRuleFactory() {} HieroCachingRuleFactory::~HieroCachingRuleFactory() {} -Grammar HieroCachingRuleFactory::GetGrammar(const vector& word_ids, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) { +Grammar HieroCachingRuleFactory::GetGrammar(const vector& word_ids, const unordered_set& blacklisted_sentence_ids, const shared_ptr source_data_array) { Clock::time_point start_time = Clock::now(); double total_extract_time = 0; double total_intersect_time = 0; diff --git a/extractor/rule_factory.h b/extractor/rule_factory.h index c7332720..df63a9d8 100644 --- a/extractor/rule_factory.h +++ b/extractor/rule_factory.h @@ -72,7 +72,7 @@ class HieroCachingRuleFactory { // Constructs SCFG rules for a given sentence. // (See class description for more details.) - virtual Grammar GetGrammar(const vector& word_ids, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array); + virtual Grammar GetGrammar(const vector& word_ids, const unordered_set& blacklisted_sentence_ids, const shared_ptr source_data_array); protected: HieroCachingRuleFactory(); diff --git a/extractor/sampler.cc b/extractor/sampler.cc index d332dd90..963afa7a 100644 --- a/extractor/sampler.cc +++ b/extractor/sampler.cc @@ -12,7 +12,7 @@ Sampler::Sampler() {} Sampler::~Sampler() {} -PhraseLocation Sampler::Sample(const PhraseLocation& location, unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) const { +PhraseLocation Sampler::Sample(const PhraseLocation& location, const unordered_set& blacklisted_sentence_ids, const shared_ptr source_data_array) const { vector sample; int num_subpatterns; if (location.matchings == NULL) { diff --git a/extractor/sampler.h b/extractor/sampler.h index 30e747fd..de450c48 100644 --- a/extractor/sampler.h +++ b/extractor/sampler.h @@ -23,7 +23,7 @@ class Sampler { virtual ~Sampler(); // Samples uniformly at most max_samples phrase occurrences. - virtual PhraseLocation Sample(const PhraseLocation& location, const unordered_set blacklisted_sentence_ids, const shared_ptr source_data_array) const; + virtual PhraseLocation Sample(const PhraseLocation& location, const unordered_set& blacklisted_sentence_ids, const shared_ptr source_data_array) const; protected: Sampler(); -- cgit v1.2.3 From 8bdea2036a924302a569722359106a2d8a51fb17 Mon Sep 17 00:00:00 2001 From: Waleed Ammar Date: Wed, 13 Nov 2013 19:28:07 -0500 Subject: 1) fix the call to ibm model 1 aligner, 2) create a makefile target for generating wordpair features, 3) optionally generate sparse affix features (default behavior is still identical). --- word-aligner/aligner.pl | 7 +++ word-aligner/makefiles/makefile.grammars | 12 +++-- .../support/generate_word_pair_features.pl | 63 +++++++++++++++++++++- 3 files changed, 76 insertions(+), 6 deletions(-) diff --git a/word-aligner/aligner.pl b/word-aligner/aligner.pl index cbccb94a..08d95162 100755 --- a/word-aligner/aligner.pl +++ b/word-aligner/aligner.pl @@ -86,10 +86,17 @@ PTRAIN_PARAMS = --gaussian_prior --sigma_squared 1.0 --max_iteration 15 #MPIRUN = mpirun -np $(MPIJOBS) MPIRUN= +USE_AFFIXES = 0 + WALLTIME=90 export +generate-wordpair-features: + \@failcom='exit 1'; \\ + (cd grammars && make USE_AFFIXES=\$(USE_AFFIXES) ) || eval \$\$failcom; + cd .. + all: \@failcom='exit 1'; \\ list='\$(TARGETS)'; for subdir in \$\$list; do \\ diff --git a/word-aligner/makefiles/makefile.grammars b/word-aligner/makefiles/makefile.grammars index 8d3ea8cb..1db516f1 100644 --- a/word-aligner/makefiles/makefile.grammars +++ b/word-aligner/makefiles/makefile.grammars @@ -19,6 +19,8 @@ MAKE_LEX_GRAMMAR = $(SUPPORT_DIR)/make_lex_grammar.pl MODEL1 = $(SCRIPT_DIR)/fast_align MERGE_CORPUS = $(SUPPORT_DIR)/merge_corpus.pl +USE_AFFIXES = 0 + e.voc: corpus.e $(EXTRACT_VOCAB) < corpus.e > $@ @@ -66,20 +68,20 @@ corpus.e-f: corpus.f corpus.e $(MERGE_CORPUS) corpus.e corpus.f > $@ corpus.f-e.model1: corpus.f-e - $(MODEL1) -p -v -i corpus.f-e > $@ + $(MODEL1) -p corpus.f-e.model1 -v -i corpus.f-e > $@ corpus.e-f.model1: corpus.e-f - $(MODEL1) -p -v -V -i corpus.e-f > $@ + $(MODEL1) -p corpus.e-f.model1 -v -V -i corpus.e-f > $@ corpus.f-e.full-model1: corpus.f-e - $(MODEL1) -p -t -999999 -v -V -i corpus.f-e > $@ + $(MODEL1) -p corpus.f-e.full-model1 -t -999999 -v -V -i corpus.f-e > $@ corpus.e-f.full-model1: corpus.e-f - $(MODEL1) -p -t -999999 -v -V -i corpus.e-f > $@ + $(MODEL1) -p corpus.e-f.full-model1 -t -999999 -v -V -i corpus.e-f > $@ corpus.f-e.lex-grammar.gz: corpus.f-e corpus.f-e.model1 corpus.e-f.model1 $(MAKE_LEX_GRAMMAR) corpus.f-e corpus.f-e.model1 corpus.e-f.model1 | $(GZIP) -9 > $@ wordpairs.f-e.features.gz: corpus.f-e corpus.f-e.full-model1 corpus.e-f.full-model1 orthonorm-dict.f orthonorm-dict.e voc2class.e voc2class.f corpus.f-e.model1 - $(GENERATE_WORDPAIR_FEATURES) corpus.f-e corpus.f-e.full-model1 corpus.e-f.full-model1 orthonorm-dict.f orthonorm-dict.e voc2class.e voc2class.f corpus.f-e.model1 | $(GZIP) -9 > $@ + $(GENERATE_WORDPAIR_FEATURES) corpus.f-e corpus.f-e.full-model1 corpus.e-f.full-model1 orthonorm-dict.f orthonorm-dict.e voc2class.e voc2class.f corpus.f-e.model1 $(USE_AFFIXES) $(USE_AFFIXES) | $(GZIP) -9 > $@ diff --git a/word-aligner/support/generate_word_pair_features.pl b/word-aligner/support/generate_word_pair_features.pl index 54b89ce1..f3fdf149 100755 --- a/word-aligner/support/generate_word_pair_features.pl +++ b/word-aligner/support/generate_word_pair_features.pl @@ -2,7 +2,7 @@ use utf8; use strict; -my ($effile, $model1, $imodel1, $orthof, $orthoe, $class_e, $class_f, $sparse_m1) = @ARGV; +my ($effile, $model1, $imodel1, $orthof, $orthoe, $class_e, $class_f, $sparse_m1, $use_prefixes, $use_suffixes) = @ARGV; die "Usage: $0 corpus.fr-en corpus.f-e.full-model1 corpus.e-f.full-model1 corpus.orthonorm-dict.f corpus.orthnorm-dict.e class.e class.f corpus.f-e.model1\n" unless $effile && -f $effile && $model1 && -f $model1 && $imodel1 && -f $imodel1 && $orthof && -f $orthof && $orthoe && -f $orthoe && -f $class_e && -f $class_f && $sparse_m1 && -f $sparse_m1; my %eclass = (); @@ -253,10 +253,71 @@ for my $f (sort keys %fdict) { push @feats, "PuncMiss=1"; } } + if ($use_prefixes) { + my $prefix1 = prefix_to_type($f, $e, 1); + if (length $prefix1 > 0 && !$is_null) { push @feats, $prefix1."=1";} + my $prefix2 = prefix_to_type($f, $e, 2); + if (length $prefix2 > 0 && !$is_null) { push @feats, $prefix2."=1";} + my $prefix3 = prefix_to_type($f, $e, 3); + if (length $prefix3 > 0 && !$is_null) { push @feats, $prefix3."=1";} + my $prefix1_reverse = prefix_to_type($e, $f, 1); + if (length $prefix1_reverse > 0 && !$is_null) { push @feats, $prefix1_reverse."=1";} + my $prefix2_reverse = prefix_to_type($e, $f, 2); + if (length $prefix2_reverse > 0 && !$is_null) { push @feats, $prefix2_reverse."=1";} + my $prefix3_reverse = prefix_to_type($e, $f, 3); + if (length $prefix3_reverse > 0 && !$is_null) { push @feats, $prefix3_reverse."=1";} + } + if ($use_suffixes) { + my $suffix1 = suffix_to_type($f, $e, 1); + if (length $suffix1 > 0 && !$is_null) { push @feats, $suffix1."=1";} + my $suffix2 = suffix_to_type($f, $e, 2); + if (length $suffix2 > 0 && !$is_null) { push @feats, $suffix2."=1";} + my $suffix3 = suffix_to_type($f, $e, 3); + if (length $suffix3 > 0 && !$is_null) { push @feats, $suffix3."=1";} + my $suffix1_reverse = suffix_to_type($e, $f, 1); + if (length $suffix1_reverse > 0 && !$is_null) { push @feats, $suffix1_reverse."=1";} + my $suffix2_reverse = suffix_to_type($e, $f, 2); + if (length $suffix2_reverse > 0 && !$is_null) { push @feats, $suffix2_reverse."=1";} + my $suffix3_reverse = suffix_to_type($e, $f, 3); + if (length $suffix3_reverse > 0 && !$is_null) { push @feats, $suffix3_reverse."=1";} + } print "$f ||| $e ||| @feats\n"; } } +# returns a feature string instantiating the pattern "(source_prefix,target)" +sub prefix_to_type +{ + # $f => src token + # $e => tgt token + my ($f, $e, $len_prefix) = @_; + + if (length $f > $len_prefix && index($e.$f, '=') < 0) + { + return substr($f, 0, $len_prefix)."-".$e; + } + else + { + return ""; + } +} + +# returns a feature string instantiating the pattern "(source_prefix,target)" +sub suffix_to_type +{ + # $f => src token + # $e => tgt token + my ($f, $e, $len_prefix) = @_; + + if ( (length $f) > $len_prefix && index($e.$f, '=') < 0) + { + return substr($f, (length $f)-$len_prefix, $len_prefix)."_".$e; + } + else + { + return ""; + } +} sub levenshtein { -- cgit v1.2.3