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/*
* libpinyin
* Library to deal with pinyin.
*
* Copyright (C) 2011 Peng Wu <alexepico@gmail.com>
*
* 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 "pinyin_internal.h"
#include "k_mixture_model.h"
enum LINE_TYPE{
BEGIN_LINE = 1,
END_LINE,
GRAM_1_LINE,
GRAM_2_LINE,
GRAM_1_ITEM_LINE,
GRAM_2_ITEM_LINE
};
static int line_type = 0;
static GPtrArray * values = NULL;
static GHashTable * required = NULL;
/* variables for line buffer. */
static char * linebuf = NULL;
static size_t len = 0;
bool parse_unigram(FILE * input, PhraseLargeTable * phrases,
KMixtureModelBigram * bigram);
bool parse_bigram(FILE * input, PhraseLargeTable * phrases,
KMixtureModelBigram * bigram);
void print_help(){
printf("Usage: import_k_mixture_model [--k-mixture-model-file <FILENAME>]\n");
}
static ssize_t my_getline(FILE * input){
ssize_t result = getline(&linebuf, &len, input);
if ( result == -1 )
return result;
linebuf[strlen(linebuf) - 1] = '\0';
return result;
}
bool parse_body(FILE * input, PhraseLargeTable * phrases,
KMixtureModelBigram * bigram){
taglib_push_state();
assert(taglib_add_tag(END_LINE, "\\end", 0, "", ""));
assert(taglib_add_tag(GRAM_1_LINE, "\\1-gram", 0, "", ""));
assert(taglib_add_tag(GRAM_2_LINE, "\\2-gram", 0, "", ""));
do {
retry:
assert(taglib_read(linebuf, line_type, values, required));
switch(line_type) {
case END_LINE:
goto end;
case GRAM_1_LINE:
my_getline(input);
parse_unigram(input, phrases, bigram);
goto retry;
case GRAM_2_LINE:
my_getline(input);
parse_bigram(input, phrases, bigram);
goto retry;
default:
assert(false);
}
} while (my_getline(input) != -1) ;
end:
taglib_pop_state();
return true;
}
bool parse_unigram(FILE * input, PhraseLargeTable * phrases,
KMixtureModelBigram * bigram){
taglib_push_state();
assert(taglib_add_tag(GRAM_1_ITEM_LINE, "\\item", 1, "count:freq", ""));
do {
assert(taglib_read(linebuf, line_type, values, required));
switch (line_type) {
case GRAM_1_ITEM_LINE:{
/* handle \item in \1-gram */
const char * string = (const char *) g_ptr_array_index(values, 0);
phrase_token_t token = taglib_string_to_token(phrases, string);
gpointer value = NULL;
assert(g_hash_table_lookup_extended(required, "count",
NULL, &value));
glong count = atol((const char *)value);
assert(g_hash_table_lookup_extended(required, "freq",
NULL, &value));
glong freq = atol((const char *)value);
KMixtureModelArrayHeader array_header;
memset(&array_header, 0, sizeof(KMixtureModelArrayHeader));
array_header.m_WC = count; array_header.m_freq = freq;
bigram->set_array_header(token, array_header);
break;
}
case END_LINE:
case GRAM_1_LINE:
case GRAM_2_LINE:
goto end;
default:
assert(false);
}
} while (my_getline(input) != -1);
end:
taglib_pop_state();
return true;
}
bool parse_bigram(FILE * input, PhraseLargeTable * phrases,
KMixtureModelBigram * bigram){
taglib_push_state();
assert(taglib_add_tag(GRAM_2_ITEM_LINE, "\\item", 2,
"count:T:N_n_0:n_1:Mr", ""));
phrase_token_t last_token = 0;
KMixtureModelSingleGram * last_single_gram = NULL;
do {
assert(taglib_read(linebuf, line_type, values, required));
switch (line_type) {
case GRAM_2_ITEM_LINE:{
/* handle \item in \2-gram */
/* two tokens */
const char * string = (const char *) g_ptr_array_index(values, 0);
phrase_token_t token1 = taglib_string_to_token(phrases, string);
string = (const char *) g_ptr_array_index(values, 1);
phrase_token_t token2 = taglib_string_to_token(phrases, string);
gpointer value = NULL;
/* tag: count */
assert(g_hash_table_lookup_extended(required, "count", NULL, &value));
glong count = atol((char *)value);
/* tag: T */
assert(g_hash_table_lookup_extended(required, "T", NULL, &value));
glong T = atol((char *)value);
assert(count == T);
/* tag: N_n_0 */
assert(g_hash_table_lookup_extended(required, "N_n_0", NULL, &value));
glong N_n_0 = atol((char *)value);
/* tag: n_1 */
assert(g_hash_table_lookup_extended(required, "n_1", NULL, &value));
glong n_1 = atol((char *)value);
/* tag: Mr */
assert(g_hash_table_lookup_extended(required, "Mr", NULL, &value));
glong Mr = atol((char *)value);
KMixtureModelArrayItem array_item;
memset(&array_item, 0, sizeof(KMixtureModelArrayItem));
array_item.m_WC = count; array_item.m_N_n_0 = N_n_0;
array_item.m_n_1 = n_1; array_item.m_Mr = Mr;
if ( last_token != token1 ) {
if ( last_token && last_single_gram ) {
bigram->store(last_token, last_single_gram);
delete last_single_gram;
//safe guard
last_token = 0;
last_single_gram = NULL;
}
KMixtureModelSingleGram * single_gram = NULL;
bigram->load(token1, single_gram);
//create the new single gram
if ( single_gram == NULL )
single_gram = new KMixtureModelSingleGram;
last_token = token1;
last_single_gram = single_gram;
}
assert(last_single_gram->insert_array_item(token2, array_item));
break;
}
case END_LINE:
case GRAM_1_LINE:
case GRAM_2_LINE:
goto end;
default:
assert(false);
}
} while (my_getline(input) != -1);
end:
if ( last_token && last_single_gram ) {
bigram->store(last_token, last_single_gram);
delete last_single_gram;
//safe guard
last_token = 0;
last_single_gram = NULL;
}
taglib_pop_state();
return true;
}
int main(int argc, char * argv[]){
int i = 1;
const char * k_mixture_model_filename = NULL;
FILE * input = stdin;
while ( i < argc ){
if ( strcmp ("--help", argv[i]) == 0 ){
print_help();
exit(0);
} else if ( strcmp ("--k-mixture-model-file", argv[i]) == 0 ){
if ( ++i > argc ){
print_help();
exit(EINVAL);
}
k_mixture_model_filename = argv[i];
} else {
print_help();
exit(EINVAL);
}
++i;
}
PhraseLargeTable phrases;
MemoryChunk * chunk = new MemoryChunk;
chunk->load("phrase_index.bin");
phrases.load(chunk);
KMixtureModelBigram bigram(K_MIXTURE_MODEL_MAGIC_NUMBER);
bigram.attach(k_mixture_model_filename, ATTACH_READWRITE|ATTACH_CREATE);
taglib_init();
values = g_ptr_array_new();
required = g_hash_table_new(g_str_hash, g_str_equal);
//enter "\data" line
assert(taglib_add_tag(BEGIN_LINE, "\\data", 0, "model:count:N:total_freq", ""));
ssize_t result = my_getline(input);
if ( result == -1 ) {
fprintf(stderr, "empty file input.\n");
exit(ENODATA);
}
//read "\data" line
if ( !taglib_read(linebuf, line_type, values, required) ) {
fprintf(stderr, "error: k mixture model expected.\n");
exit(ENODATA);
}
assert(line_type == BEGIN_LINE);
gpointer value = NULL;
assert(g_hash_table_lookup_extended(required, "model", NULL, &value));
const char * model = (const char *)value;
if ( !( strcmp("k mixture model", model) == 0 ) ) {
fprintf(stderr, "error: k mixture model expected.\n");
exit(ENODATA);
}
assert(g_hash_table_lookup_extended(required, "count", NULL, &value));
glong count = atol((char *)value);
assert(g_hash_table_lookup_extended(required, "N", NULL, &value));
glong N = atol((char *) value);
assert(g_hash_table_lookup_extended(required, "total_freq", NULL, &value));
glong total_freq = atol((char *)value);
KMixtureModelMagicHeader magic_header;
memset(&magic_header, 0, sizeof(KMixtureModelMagicHeader));
magic_header.m_WC =count; magic_header.m_N = N;
magic_header.m_total_freq = total_freq;
bigram.set_magic_header(magic_header);
result = my_getline(input);
if ( result != -1 )
parse_body(input, &phrases, &bigram);
taglib_fini();
return 0;
}
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