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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/segment/spseg.cpp
parentcb42269587055a80907efd863c367d659a022a06 (diff)
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move segment and training tools to utils
Diffstat (limited to 'utils/segment/spseg.cpp')
-rw-r--r--utils/segment/spseg.cpp209
1 files changed, 209 insertions, 0 deletions
diff --git a/utils/segment/spseg.cpp b/utils/segment/spseg.cpp
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+/*
+ * libpinyin
+ * Library to deal with pinyin.
+ *
+ * Copyright (C) 2010 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 <string.h>
+#include <locale.h>
+#include <glib.h>
+#include "novel_types.h"
+#include "phrase_large_table.h"
+
+/* graph shortest path sentence segment. */
+
+/* Note:
+ * Currently libpinyin only supports ucs2 characters, as this is a
+ * pre-processor tool for raw corpus, it will skip all sentences
+ * which contains non-ucs2 characters.
+ */
+
+static PhraseLargeTable * g_phrases = NULL;
+
+struct SegmentStep{
+ phrase_token_t m_handle;
+ utf16_t * m_phrase;
+ size_t m_phrase_len;
+ //use formula W = number of words. Zero handle means one word.
+ guint m_nword;
+ //backtrace information, -1 one step backward.
+ gint m_backward_nstep;
+public:
+ SegmentStep(){
+ m_handle = 0;
+ m_phrase = NULL;
+ m_phrase_len = 0;
+ m_nword = UINT_MAX;
+ m_backward_nstep = -0;
+ }
+};
+
+bool backtrace(GArray * steps, glong phrase_len, GArray * strings);
+
+//Note: do not free phrase, as it is used by strings (array of segment).
+bool segment(PhraseLargeTable * phrases, //Lookup Phrase
+ utf16_t * phrase,
+ glong phrase_len,
+ GArray * strings /* Array of Segment *. */){
+ /* Prepare for shortest path segment dynamic programming. */
+ GArray * steps = g_array_new(TRUE, TRUE, sizeof(SegmentStep));
+ SegmentStep step;
+ for ( glong i = 0; i < phrase_len + 1; ++i ){
+ g_array_append_val(steps, step);
+ }
+
+ SegmentStep * first_step = &g_array_index(steps, SegmentStep, 0);
+ first_step->m_nword = 0;
+
+ for ( glong i = 0; i < phrase_len + 1; ++i ) {
+ SegmentStep * step_begin = &g_array_index(steps, SegmentStep, i);
+ size_t nword = step_begin->m_nword;
+ for ( glong k = i + 1; k < phrase_len + 1; ++k ) {
+ size_t len = k - i;
+ utf16_t * cur_phrase = phrase + i;
+
+ phrase_token_t token = 0;
+ int result = g_phrases->search(len, cur_phrase, token);
+ if ( !(result & SEARCH_OK) ){
+ token = 0;
+ if ( 1 != len )
+ continue;
+ }
+ ++nword;
+ SegmentStep * step_end = &g_array_index(steps, SegmentStep, k);
+ if ( nword < step_end->m_nword ) {
+ step_end->m_handle = token;
+ step_end->m_phrase = cur_phrase;
+ step_end->m_phrase_len = len;
+ step_end->m_nword = nword;
+ step_end->m_backward_nstep = i - k;
+ }
+ if ( !(result & SEARCH_CONTINUED) )
+ break;
+ }
+ }
+ return backtrace(steps, phrase_len, strings);
+}
+
+bool backtrace(GArray * steps, glong phrase_len, GArray * strings){
+ //backtracing to get the result.
+ size_t cur_step = phrase_len;
+ g_array_set_size(strings, 0);
+ while ( cur_step ){
+ SegmentStep * step = &g_array_index(steps, SegmentStep, cur_step);
+ g_array_append_val(strings, *step);
+ cur_step = cur_step + step->m_backward_nstep;
+ //intended to avoid leaking internal informations
+ step->m_nword = 0; step->m_backward_nstep = 0;
+ }
+
+ //reverse the strings
+ for ( size_t i = 0; i < strings->len / 2; ++i ) {
+ SegmentStep * head, * tail;
+ head = &g_array_index(strings, SegmentStep, i);
+ tail = &g_array_index(strings, SegmentStep, strings->len - 1 - i );
+ SegmentStep tmp;
+ tmp = *head;
+ *head = *tail;
+ *tail = tmp;
+ }
+
+ g_array_free(steps, TRUE);
+ return true;
+}
+
+void print_help(){
+ printf("Usage: mmseg [--generate-extra-enter]\n");
+ exit(1);
+}
+
+int main(int argc, char * argv[]){
+ int i = 1;
+ bool gen_extra_enter = false;
+
+ setlocale(LC_ALL, "");
+ //deal with options.
+ while ( i < argc ){
+ if ( strcmp ("--help", argv[i]) == 0) {
+ print_help();
+ }else if (strcmp("--generate-extra-enter", argv[i]) == 0) {
+ gen_extra_enter = true;
+ }
+ ++i;
+ }
+
+ //init phrase table
+ g_phrases = new PhraseLargeTable;
+ 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);
+
+ MemoryChunk * chunk = new MemoryChunk;
+ g_phrases->store(chunk);
+ g_phrases->load(chunk);
+
+ char * linebuf = NULL;
+ size_t size = 0;
+ while(getline(&linebuf, &size, stdin)) {
+ if ( feof(stdin) )
+ break;
+ linebuf[strlen(linebuf) - 1] = '\0';
+
+ //check non-ucs2 characters
+ const glong num_of_chars = g_utf8_strlen(linebuf, -1);
+ glong len = 0;
+ utf16_t * sentence = g_utf8_to_utf16(linebuf, -1, NULL, &len, NULL);
+ if ( len != num_of_chars ) {
+ fprintf(stderr, "non-ucs2 characters encountered:%s.\n", linebuf);
+ continue;
+ }
+
+ //do segment stuff
+ GArray * strings = g_array_new(TRUE, TRUE, sizeof(SegmentStep));
+ segment(g_phrases, sentence, len, strings);
+
+ //print out the split phrase
+ for ( glong i = 0; i < strings->len; ++i ) {
+ SegmentStep * step = &g_array_index(strings, SegmentStep, i);
+ char * string = g_utf16_to_utf8( step->m_phrase, step->m_phrase_len, NULL, NULL, NULL);
+ printf("%s\n", string);
+ g_free(string);
+ }
+
+ //print extra enter
+ if ( gen_extra_enter )
+ printf("\n");
+
+ g_array_free(strings, TRUE);
+ g_free(sentence);
+ }
+ return 0;
+}