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-rw-r--r--utils/training/gen_ngram.cpp136
1 files changed, 136 insertions, 0 deletions
diff --git a/utils/training/gen_ngram.cpp b/utils/training/gen_ngram.cpp
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+/*
+ * libpinyin
+ * Library to deal with pinyin.
+ *
+ * Copyright (C) 2006-2007, 2011 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., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA.
+ */
+
+#include <stdio.h>
+#include <stdlib.h>
+#include <string.h>
+#include <locale.h>
+#include <glib.h>
+#include "pinyin_internal.h"
+#include "utils_helper.h"
+
+static gboolean train_pi_gram = TRUE;
+static const gchar * bigram_filename = SYSTEM_BIGRAM;
+
+static GOptionEntry entries[] =
+{
+ {"skip-pi-gram-training", 0, G_OPTION_FLAG_REVERSE, G_OPTION_ARG_NONE, &train_pi_gram, "skip pi-gram training", NULL},
+ {"bigram-file", 0, 0, G_OPTION_ARG_FILENAME, &bigram_filename, "bi-gram file", NULL},
+ {NULL}
+};
+
+int main(int argc, char * argv[]){
+ FILE * input = stdin;
+
+ setlocale(LC_ALL, "");
+
+ GError * error = NULL;
+ GOptionContext * context;
+
+ context = g_option_context_new("- generate n-gram");
+ g_option_context_add_main_entries(context, entries, NULL);
+ if (!g_option_context_parse(context, &argc, &argv, &error)) {
+ g_print("option parsing failed:%s\n", error->message);
+ exit(EINVAL);
+ }
+
+ SystemTableInfo system_table_info;
+
+ bool retval = system_table_info.load(SYSTEM_TABLE_INFO);
+ if (!retval) {
+ fprintf(stderr, "load table.conf failed.\n");
+ exit(ENOENT);
+ }
+
+ PhraseLargeTable2 phrase_table;
+ /* init phrase table */
+ MemoryChunk * chunk = new MemoryChunk;
+ chunk->load(SYSTEM_PHRASE_INDEX);
+ phrase_table.load(chunk);
+
+ FacadePhraseIndex phrase_index;
+
+ const pinyin_table_info_t * phrase_files =
+ system_table_info.get_table_info();
+
+ if (!load_phrase_index(phrase_files, &phrase_index))
+ exit(ENOENT);
+
+ Bigram bigram;
+ bigram.attach(bigram_filename, ATTACH_CREATE|ATTACH_READWRITE);
+
+ char* linebuf = NULL; size_t size = 0;
+ phrase_token_t last_token, cur_token = last_token = 0;
+ while( getline(&linebuf, &size, input) ){
+ if ( feof(input) )
+ break;
+
+ if ( '\n' == linebuf[strlen(linebuf) - 1] ) {
+ linebuf[strlen(linebuf) - 1] = '\0';
+ }
+
+ TAGLIB_PARSE_SEGMENTED_LINE(&phrase_index, token, linebuf);
+
+ last_token = cur_token;
+ cur_token = token;
+
+ /* skip null_token in second word. */
+ if ( null_token == cur_token )
+ continue;
+
+ /* training uni-gram */
+ phrase_index.add_unigram_frequency(cur_token, 1);
+
+ /* skip pi-gram training. */
+ if ( null_token == last_token ){
+ if ( !train_pi_gram )
+ continue;
+ last_token = sentence_start;
+ }
+
+ /* train bi-gram */
+ SingleGram * single_gram = NULL;
+ bigram.load(last_token, single_gram);
+
+ if ( NULL == single_gram ){
+ single_gram = new SingleGram;
+ }
+ guint32 freq, total_freq;
+ /* increase freq */
+ if (single_gram->get_freq(cur_token, freq))
+ assert(single_gram->set_freq(cur_token, freq + 1));
+ else
+ assert(single_gram->insert_freq(cur_token, 1));
+ /* increase total freq */
+ single_gram->get_total_freq(total_freq);
+ single_gram->set_total_freq(total_freq + 1);
+
+ bigram.store(last_token, single_gram);
+ delete single_gram;
+ }
+
+ free(linebuf);
+
+ if (!save_phrase_index(phrase_files, &phrase_index))
+ exit(ENOENT);
+
+ return 0;
+}