summaryrefslogtreecommitdiffstats
path: root/utils/training/gen_ngram.cpp
diff options
context:
space:
mode:
authorPeng Wu <alexepico@gmail.com>2010-10-27 11:12:41 +0800
committerPeng Wu <alexepico@gmail.com>2010-10-27 11:12:41 +0800
commite9e32f965272d5465b81d1ea62df3a7e3f97f134 (patch)
treeb10d03cc6999dbbe7873486a242cd2c68f7fd0b1 /utils/training/gen_ngram.cpp
parentcb42269587055a80907efd863c367d659a022a06 (diff)
downloadlibpinyin-e9e32f965272d5465b81d1ea62df3a7e3f97f134.tar.gz
libpinyin-e9e32f965272d5465b81d1ea62df3a7e3f97f134.tar.xz
libpinyin-e9e32f965272d5465b81d1ea62df3a7e3f97f134.zip
move segment and training tools to utils
Diffstat (limited to 'utils/training/gen_ngram.cpp')
-rw-r--r--utils/training/gen_ngram.cpp158
1 files changed, 158 insertions, 0 deletions
diff --git a/utils/training/gen_ngram.cpp b/utils/training/gen_ngram.cpp
new file mode 100644
index 0000000..a1f5b6d
--- /dev/null
+++ b/utils/training/gen_ngram.cpp
@@ -0,0 +1,158 @@
+/*
+ * libpinyin
+ * Library to deal with pinyin.
+ *
+ * Copyright (C) 2006-2007 Peng Wu
+ *
+ * This program is free software; you can redistribute it and/or modify
+ * it under the terms of the GNU General Public License as published by
+ * the Free Software Foundation; either version 2 of the License, or
+ * (at your option) any later version.
+ *
+ * This program is distributed in the hope that it will be useful,
+ * but WITHOUT ANY WARRANTY; without even the implied warranty of
+ * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
+ * GNU General Public License for more details.
+ *
+ * You should have received a copy of the GNU General Public License
+ * along with this program; if not, write to the Free Software
+ * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 USA
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <locale.h>
+#include <glib.h>
+#include "memory_chunk.h"
+#include "novel_types.h"
+#include "phrase_index.h"
+#include "ngram.h"
+#include "phrase_large_table.h"
+
+
+static PhraseLargeTable * g_phrases = NULL;
+
+void print_help(){
+ printf("gen_ngram [--skip-pi-gram-training] [--skip-unigram-training]\n");
+ printf(" [--bigram-file <FILENAME>]\n");
+ exit(1);
+}
+
+int main(int argc, char * argv[]){
+ int i = 1;
+ bool train_pi_gram = true;
+ bool train_unigram = true;
+ const char * bigram_filename = "../../data/bigram.db";
+
+ setlocale(LC_ALL,"");
+ while ( i < argc ){
+ if ( strcmp("--help", argv[i] ) == 0){
+ print_help();
+ }else if ( strcmp("--skip-pi-gram-training", argv[i] ) == 0) {
+ train_pi_gram = false;
+ }else if ( strcmp("--skip-unigram-training", argv[i] ) == 0) {
+ train_unigram = false;
+ }else if ( strcmp("--bigram-file", argv[i] ) == 0){
+ if ( ++i >= argc )
+ print_help();
+ bigram_filename = argv[i];
+ }
+ ++i;
+ }
+
+ g_phrases = new PhraseLargeTable;
+ //init phrase lookup
+ FILE * gb_file = fopen("../../data/gb_char.table", "r");
+ if ( gb_file == NULL ){
+ fprintf(stderr, "can't open gb_char.table!\n");
+ exit(1);
+ }
+ g_phrases->load_text(gb_file);
+ fclose(gb_file);
+ FILE * gbk_file = fopen("../../data/gbk_char.table", "r");
+ if ( gbk_file == NULL ){
+ fprintf(stderr, "can't open gbk_char.table!\n");
+ exit(1);
+ }
+ g_phrases->load_text(gbk_file);
+ fclose(gbk_file);
+
+ FacadePhraseIndex phrase_index;
+
+ //gb_char binary file
+ MemoryChunk * chunk = new MemoryChunk;
+ chunk->load("../../data/gb_char.bin");
+ phrase_index.load(1, chunk);
+
+ //gbk_char binary file
+ chunk = new MemoryChunk;
+ chunk->load("../../data/gbk_char.bin");
+ phrase_index.load(2, chunk);
+
+ Bigram bigram;
+ bigram.attach(NULL, bigram_filename);
+
+
+ char* linebuf = (char *)malloc ( 1024 * sizeof (char) );
+ size_t size = 1024;
+ phrase_token_t last_token, cur_token = last_token = 0;
+ while( getline(&linebuf, &size, stdin) ){
+ if ( feof(stdin) )
+ break;
+ linebuf[strlen(linebuf)-1] = '\0';
+
+ glong phrase_len = 0;
+ utf16_t * phrase = g_utf8_to_utf16(linebuf, -1, NULL, &phrase_len, NULL);
+
+ phrase_token_t token = 0;
+ int result = g_phrases->search( phrase_len, phrase, token);
+ if ( ! (result & SEARCH_OK) )
+ token = 0;
+
+ last_token = cur_token;
+ cur_token = token;
+ if ( cur_token ){
+ //training uni-gram
+ if ( train_unigram )
+ phrase_index.add_unigram_frequency(cur_token, 1);
+ }
+ if ( cur_token ){
+ SingleGram * system = NULL, * user = NULL;
+ if ( 0 == last_token ){
+ if (train_pi_gram)
+ bigram.load(sentence_start, system, user);
+ } else
+ bigram.load(last_token, system, user);
+ assert(NULL == system);
+ if ( NULL == user ){
+ user = new SingleGram;
+ }
+ guint32 freq, total_freq;
+ //increase freq
+ user->get_freq(cur_token, freq);
+ user->set_freq(cur_token, freq + 1);
+ //increase total freq
+ user->get_total_freq(total_freq);
+ user->set_total_freq(total_freq + 1);
+ if ( 0 == last_token ){
+ if ( train_pi_gram )
+ bigram.store(sentence_start, user);
+ }else
+ bigram.store(last_token, user);
+ delete user;
+ }
+ }
+
+ MemoryChunk * new_chunk = new MemoryChunk;
+ phrase_index.store(1, new_chunk);
+ new_chunk->save("../../data/gb_char.bin");
+ phrase_index.load(1, new_chunk);
+
+ new_chunk = new MemoryChunk;
+ phrase_index.store(2, new_chunk);
+ new_chunk->save("../../data/gbk_char.bin");
+ phrase_index.load(2, new_chunk);
+
+ return 0;
+}