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-rw-r--r--gi/pyp-topics/src/contexts_corpus.cc80
-rw-r--r--gi/pyp-topics/src/contexts_corpus.hh3
-rw-r--r--gi/pyp-topics/src/train-contexts.cc3
3 files changed, 62 insertions, 24 deletions
diff --git a/gi/pyp-topics/src/contexts_corpus.cc b/gi/pyp-topics/src/contexts_corpus.cc
index f3d3c92e..e9644d5a 100644
--- a/gi/pyp-topics/src/contexts_corpus.cc
+++ b/gi/pyp-topics/src/contexts_corpus.cc
@@ -6,6 +6,9 @@
#include "gzstream.hh"
#include "contexts_lexer.h"
+#include <boost/tuple/tuple.hpp>
+
+
using namespace std;
//////////////////////////////////////////////////
@@ -15,18 +18,28 @@ using namespace std;
void read_callback(const ContextsLexer::PhraseContextsType& new_contexts, void* extra) {
assert(new_contexts.contexts.size() == new_contexts.counts.size());
- std::pair<ContextsCorpus*, BackoffGenerator*>* extra_pair
- = static_cast< std::pair<ContextsCorpus*, BackoffGenerator*>* >(extra);
+ boost::tuple<ContextsCorpus*, BackoffGenerator*, map<string,int>* >* extra_pair
+ = static_cast< boost::tuple<ContextsCorpus*, BackoffGenerator*, map<string,int>* >* >(extra);
- ContextsCorpus* corpus_ptr = extra_pair->first;
- BackoffGenerator* backoff_gen = extra_pair->second;
+ ContextsCorpus* corpus_ptr = extra_pair->get<0>();
+ BackoffGenerator* backoff_gen = extra_pair->get<1>();
+ map<string,int>* counts = extra_pair->get<2>();
Document* doc(new Document());
- //std::cout << "READ: " << new_contexts.phrase << "\t";
+ //cout << "READ: " << new_contexts.phrase << "\t";
for (int i=0; i < new_contexts.contexts.size(); ++i) {
int cache_word_count = corpus_ptr->m_dict.max();
- WordID id = corpus_ptr->m_dict.Convert(new_contexts.contexts[i]);
+ string context_str = corpus_ptr->m_dict.toString(new_contexts.contexts[i]);
+
+ // filter out singleton contexts
+ if (!counts->empty()) {
+ map<string,int>::const_iterator find_it = counts->find(context_str);
+ if (find_it == counts->end() || find_it->second == 1)
+ continue;
+ }
+
+ WordID id = corpus_ptr->m_dict.Convert(context_str);
if (cache_word_count != corpus_ptr->m_dict.max()) {
corpus_ptr->m_backoff->terms_at_level(0)++;
corpus_ptr->m_num_types++;
@@ -44,11 +57,11 @@ void read_callback(const ContextsLexer::PhraseContextsType& new_contexts, void*
ContextsLexer::Context backedoff_context = new_contexts.contexts[i];
while (true) {
if (!corpus_ptr->m_backoff->has_backoff(backoff_id)) {
- //std::cerr << "Backing off from " << corpus_ptr->m_dict.Convert(backoff_id) << " to ";
+ //cerr << "Backing off from " << corpus_ptr->m_dict.Convert(backoff_id) << " to ";
backedoff_context = (*backoff_gen)(backedoff_context);
if (backedoff_context.empty()) {
- //std::cerr << "Nothing." << std::endl;
+ //cerr << "Nothing." << endl;
(*corpus_ptr->m_backoff)[backoff_id] = -1;
break;
}
@@ -61,38 +74,61 @@ void read_callback(const ContextsLexer::PhraseContextsType& new_contexts, void*
if (cache_word_count != corpus_ptr->m_dict.max())
corpus_ptr->m_backoff->terms_at_level(order-1)++;
- //std::cerr << corpus_ptr->m_dict.Convert(new_backoff_id) << " ." << std::endl;
+ //cerr << corpus_ptr->m_dict.Convert(new_backoff_id) << " ." << endl;
backoff_id = ((*corpus_ptr->m_backoff)[backoff_id] = new_backoff_id);
}
else break;
}
}
- //std::cout << context_str << " (" << id << ") ||| C=" << count << " ||| ";
+ //cout << context_str << " (" << id << ") ||| C=" << count << " ||| ";
}
- //std::cout << std::endl;
+ //cout << endl;
- corpus_ptr->m_documents.push_back(doc);
- corpus_ptr->m_keys.push_back(new_contexts.phrase);
+ if (!doc->empty()) {
+ corpus_ptr->m_documents.push_back(doc);
+ corpus_ptr->m_keys.push_back(new_contexts.phrase);
+ }
}
-unsigned ContextsCorpus::read_contexts(const std::string &filename,
- BackoffGenerator* backoff_gen_ptr) {
+void filter_callback(const ContextsLexer::PhraseContextsType& new_contexts, void* extra) {
+ assert(new_contexts.contexts.size() == new_contexts.counts.size());
+
+ map<string,int>* context_counts = (static_cast<map<string,int>*>(extra));
+
+ for (int i=0; i < new_contexts.contexts.size(); ++i) {
+ int count = new_contexts.counts[i];
+ pair<map<string,int>::iterator,bool> result
+ = context_counts->insert(make_pair(Dict::toString(new_contexts.contexts[i]),count));
+ if (!result.second)
+ result.first->second += count;
+ }
+}
+
+
+unsigned ContextsCorpus::read_contexts(const string &filename,
+ BackoffGenerator* backoff_gen_ptr,
+ bool filter_singeltons) {
+ map<string,int> counts;
+ if (filter_singeltons) {
+ cerr << "--- Filtering singleton contexts ---" << endl;
+ igzstream in(filename.c_str());
+ ContextsLexer::ReadContexts(&in, filter_callback, &counts);
+ }
+
m_num_terms = 0;
m_num_types = 0;
igzstream in(filename.c_str());
- std::pair<ContextsCorpus*, BackoffGenerator*> extra_pair(this,backoff_gen_ptr);
- ContextsLexer::ReadContexts(&in,
- read_callback,
- &extra_pair);
+ boost::tuple<ContextsCorpus*, BackoffGenerator*, map<string,int>* > extra_pair(this,backoff_gen_ptr,&counts);
+ ContextsLexer::ReadContexts(&in, read_callback, &extra_pair);
//m_num_types = m_dict.max();
- std::cerr << "Read backoff with order " << m_backoff->order() << "\n";
+ cerr << "Read backoff with order " << m_backoff->order() << "\n";
for (int o=0; o<m_backoff->order(); o++)
- std::cerr << " Terms at " << o << " = " << m_backoff->terms_at_level(o) << std::endl;
- std::cerr << std::endl;
+ cerr << " Terms at " << o << " = " << m_backoff->terms_at_level(o) << endl;
+ cerr << endl;
return m_documents.size();
}
diff --git a/gi/pyp-topics/src/contexts_corpus.hh b/gi/pyp-topics/src/contexts_corpus.hh
index a55e52f2..891e3a6b 100644
--- a/gi/pyp-topics/src/contexts_corpus.hh
+++ b/gi/pyp-topics/src/contexts_corpus.hh
@@ -53,7 +53,8 @@ public:
virtual ~ContextsCorpus() {}
unsigned read_contexts(const std::string &filename,
- BackoffGenerator* backoff_gen=0);
+ BackoffGenerator* backoff_gen=0,
+ bool filter_singeltons=false);
TermBackoffPtr backoff_index() {
return m_backoff;
diff --git a/gi/pyp-topics/src/train-contexts.cc b/gi/pyp-topics/src/train-contexts.cc
index c5ab8734..833565cd 100644
--- a/gi/pyp-topics/src/train-contexts.cc
+++ b/gi/pyp-topics/src/train-contexts.cc
@@ -43,6 +43,7 @@ int main(int argc, char **argv)
("topic-words-out,w", value<string>(), "file to write the topic word distribution to")
("samples,s", value<int>()->default_value(10), "number of sampling passes through the data")
("backoff-type", value<string>(), "backoff type: none|simple")
+ ("filter-singleton-contexts", "filter singleton contexts")
;
store(parse_command_line(argc, argv, cmdline_options), vm);
notify(vm);
@@ -80,7 +81,7 @@ int main(int argc, char **argv)
}
ContextsCorpus contexts_corpus;
- contexts_corpus.read_contexts(vm["data"].as<string>(), backoff_gen);
+ contexts_corpus.read_contexts(vm["data"].as<string>(), backoff_gen, vm.count("filter-singleton-contexts"));
model.set_backoff(contexts_corpus.backoff_index());
if (backoff_gen)
generated by cgit v1.2.3 (git 2.39.1) at 2024-11-16 06:56:34 +0000