int main(int argc, char * argv[]){
    FILE * output = stdout;
    const char * bigram_filename = SYSTEM_BIGRAM;

    SystemTableInfo system_table_info;

    bool retval = system_table_info.load(SYSTEM_TABLE_INFO);
    if (!retval) {
        fprintf(stderr, "load table.conf failed.\n");
        exit(ENOENT);
    }

    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_READONLY);

    begin_data(output);

    gen_unigram(output, &phrase_index);
    gen_bigram(output, &phrase_index, &bigram);

    end_data(output);
    return 0;
}
int main(int argc, char * argv[]){
    FILE * output = stdout;
    const char * bigram_filename = "bigram.db";

    FacadePhraseIndex phrase_index;

    //gb_char binary file
    MemoryChunk * chunk = new MemoryChunk;
    chunk->load("gb_char.bin");
    phrase_index.load(1, chunk);

    //gbk_char binary file
    chunk = new MemoryChunk;
    chunk->load("gbk_char.bin");
    phrase_index.load(2, chunk);

    Bigram bigram;
    bigram.attach(bigram_filename, ATTACH_READONLY);

    begin_data(output);

    gen_unigram(output, &phrase_index);
    gen_bigram(output, &phrase_index, &bigram);

    end_data(output);
    return 0;
}
int main(int argc, char * argv[]){
    SystemTableInfo2 system_table_info;

    bool retval = system_table_info.load(SYSTEM_TABLE_INFO);
    if (!retval) {
        fprintf(stderr, "load table.conf failed.\n");
        exit(ENOENT);
    }

    FacadePhraseIndex phrase_index;

    const pinyin_table_info_t * phrase_files =
        system_table_info.get_default_tables();

    if (!load_phrase_index(phrase_files, &phrase_index))
        exit(ENOENT);

    Bigram bigram;
    bigram.attach(SYSTEM_BIGRAM, ATTACH_READONLY);

    Bigram deleted_bigram;
    deleted_bigram.attach(DELETED_BIGRAM, ATTACH_READONLY);

    GArray * deleted_items = g_array_new(FALSE, FALSE, sizeof(phrase_token_t));
    deleted_bigram.get_all_items(deleted_items);

    parameter_t lambda_sum = 0;
    int lambda_count = 0;

    for (size_t i = 0; i < deleted_items->len; ++i ){
	phrase_token_t * token = &g_array_index(deleted_items, phrase_token_t, i);
	SingleGram * single_gram = NULL;
	bigram.load(*token, single_gram);

	SingleGram * deleted_single_gram = NULL;
	deleted_bigram.load(*token, deleted_single_gram);
	
	parameter_t lambda = compute_interpolation(deleted_single_gram, &phrase_index, single_gram);
	
	printf("token:%d lambda:%f\n", *token, lambda);

	lambda_sum += lambda;
	lambda_count ++;

	if (single_gram)
            delete single_gram;
	delete deleted_single_gram;
    }

    printf("average lambda:%f\n", (lambda_sum/lambda_count));
    g_array_free(deleted_items, TRUE);
    return 0;
}
int main(int argc, char * argv[]){
    FacadePhraseIndex phrase_index;
    
    //gb_char binary file
    MemoryChunk * chunk = new MemoryChunk;
    chunk->load("gb_char.bin");
    phrase_index.load(1, chunk);
    
    //gbk_char binary file
    chunk = new MemoryChunk;
    chunk->load("gbk_char.bin");
    phrase_index.load(2, chunk);

    Bigram bigram;
    bigram.attach("bigram.db", ATTACH_READONLY);

    Bigram deleted_bigram;
    deleted_bigram.attach("deleted_bigram.db", ATTACH_READONLY);

    GArray * deleted_items = g_array_new(FALSE, FALSE, sizeof(phrase_token_t));
    deleted_bigram.get_all_items(deleted_items);

    parameter_t lambda_sum = 0;
    int lambda_count = 0;

    for ( int i = 0; i < deleted_items->len; ++i ){
	phrase_token_t * token = &g_array_index(deleted_items, phrase_token_t, i);
	SingleGram * single_gram = NULL;
	bigram.load(*token, single_gram);

	SingleGram * deleted_single_gram = NULL;
	deleted_bigram.load(*token, deleted_single_gram);
	
	parameter_t lambda = compute_interpolation(deleted_single_gram, &phrase_index, single_gram);
	
	printf("token:%d lambda:%f\n", *token, lambda);

	lambda_sum += lambda;
	lambda_count ++;

	if (single_gram)
            delete single_gram;
	delete deleted_single_gram;
    }

    printf("average lambda:%f\n", (lambda_sum/lambda_count));
    g_array_free(deleted_items, TRUE);
    return 0;
}
int main(int argc, char * argv[]){
    FILE * output = stdout;
    const char * bigram_filename = "bigram.db";
    MemoryChunk * chunk = NULL;

    FacadePhraseIndex phrase_index;
    if (!load_phrase_index(&phrase_index))
        exit(ENOENT);

    Bigram bigram;
    bigram.attach(bigram_filename, ATTACH_READONLY);

    begin_data(output);

    gen_unigram(output, &phrase_index);
    gen_bigram(output, &phrase_index, &bigram);

    end_data(output);
    return 0;
}
Beispiel #6
0
int main(int argc, char * argv[]){
    SingleGram single_gram;
    
    const guint32 total_freq = 16;
    assert(single_gram.set_total_freq(total_freq));

    phrase_token_t tokens[6] = { 2, 6, 4, 3, 1, 3};
    guint32 freqs[6] = { 1, 2, 4, 8, 16, 32};

    guint32 freq;

    for(size_t i = 0; i < 6 ;++i){
        if ( single_gram.get_freq(tokens[i], freq))
            assert(single_gram.set_freq(tokens[i], freqs[i]));
        else
            assert(single_gram.insert_freq(tokens[i], freqs[i]));
    }

    single_gram.get_freq(3, freq);
    assert(freq == 32);

    printf("--------------------------------------------------------\n");
    PhraseIndexRange range;
    BigramPhraseArray array = g_array_new(FALSE, FALSE, sizeof(BigramPhraseItem));
    range.m_range_begin = 0; range.m_range_end = 8;
    single_gram.search(&range,array);
    for ( size_t i = 0; i < array->len; ++i){
	BigramPhraseItem * item = &g_array_index(array, BigramPhraseItem, i);
	printf("item:%d:%f\n", item->m_token, item->m_freq);
    }

    assert(single_gram.get_total_freq(freq));
    assert(freq == total_freq);

    Bigram bigram;
    assert(bigram.attach("/tmp/test.db", ATTACH_CREATE|ATTACH_READWRITE));
    bigram.store(1, &single_gram);
    assert(single_gram.insert_freq(5, 8));
    assert(single_gram.remove_freq(1, freq));
    single_gram.set_total_freq(32);
    
    bigram.store(2, &single_gram);


    SingleGram * gram = NULL;
    for ( int m = 1; m <= 2; ++m ){
        printf("--------------------------------------------------------\n");
        bigram.load(m, gram);
        g_array_set_size(array, 0);
        range.m_range_begin = 0; range.m_range_end = 8;
        gram->search(&range,array);
        for ( size_t i = 0; i < array->len; ++i){
            BigramPhraseItem * item = &g_array_index(array, BigramPhraseItem, i);
            printf("item:%d:%f\n", item->m_token, item->m_freq);
        } 
        delete gram;
    }
    
    printf("--------------------------------------------------------\n");
    assert(single_gram.get_total_freq(freq));
    printf("total_freq:%d\n", freq);

    g_array_free(array, TRUE);

    GArray * items = g_array_new(FALSE, FALSE, sizeof(phrase_token_t));
    bigram.get_all_items(items);

    printf("----------------------system----------------------------\n");
    for ( size_t i = 0; i < items->len; ++i){
	phrase_token_t * token = &g_array_index(items, phrase_token_t, i);
	printf("item:%d\n", *token);
    }

    assert(bigram.load_db("/tmp/test.db"));
    assert(bigram.save_db("/tmp/test.db"));

    g_array_free(items, TRUE);

    /* mask out all index items. */
    bigram.mask_out(0x0, 0x0);

    return 0;
}
int main(int argc, char * argv[]){
    FILE * input = stdin;
    const char * bigram_filename = "bigram.db";

    PhraseLargeTable phrases;

    MemoryChunk * chunk = new MemoryChunk;
    bool retval = chunk->load("phrase_index.bin");
    if (!retval) {
        fprintf(stderr, "open phrase_index.bin failed!\n");
        exit(ENOENT);
    }
    phrases.load(chunk);

    FacadePhraseIndex phrase_index;
    if (!load_phrase_index(&phrase_index))
        exit(ENOENT);

    Bigram bigram;
    retval = bigram.attach(bigram_filename, ATTACH_CREATE|ATTACH_READWRITE);
    if (!retval) {
        fprintf(stderr, "open %s failed!\n", bigram_filename);
        exit(ENOENT);
    }

    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", ""));
    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: interpolation model expected.\n");
        exit(ENODATA);
    }

    assert(line_type == BEGIN_LINE);
    char * value = NULL;
    assert(g_hash_table_lookup_extended(required, "model", NULL, (gpointer *)&value));
    if ( !( strcmp("interpolation", value) == 0 ) ) {
        fprintf(stderr, "error: interpolation model expected.\n");
        exit(ENODATA);
    }

    result = my_getline(input);
    if ( result != -1 )
        parse_body(input, &phrases, &phrase_index, &bigram);

    taglib_fini();

    if (!save_phrase_index(&phrase_index))
        exit(ENOENT);

    return 0;
}
Beispiel #8
0
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;
}
Beispiel #9
0
int main(int argc, char * argv[]){
    int i = 1;
    bool train_pi_gram = true;
    const char * bigram_filename = "bigram.db";

    setlocale(LC_ALL, "");
    while ( i < argc ){
	if ( strcmp("--help", argv[i]) == 0){
	    print_help();
            exit(0);
	}else if ( strcmp("--skip-pi-gram-training", argv[i]) == 0 ){
	    train_pi_gram = false;
	}else if ( strcmp("--bigram-file", argv[i]) == 0){
            if ( ++i >= argc ) {
                print_help();
                exit(EINVAL);
            }
            bigram_filename = argv[i];
	}else{
            print_help();
            exit(EINVAL);
        }
	++i;
    }
    
    g_phrases = new PhraseLargeTable;
    //init phrase lookup
    MemoryChunk * chunk = new MemoryChunk;
    chunk->load("phrase_index.bin");
    g_phrases->load(chunk);

    FacadePhraseIndex phrase_index;
    
    //gb_char binary file
    chunk = new MemoryChunk;
    chunk->load("gb_char.bin");
    phrase_index.load(1, chunk);
    
    //gbk_char binary file
    chunk = new MemoryChunk;
    chunk->load("gbk_char.bin");
    phrase_index.load(2, chunk);
    
    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, 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;
        if ( 0 != phrase_len ) {
            int result = g_phrases->search( phrase_len, phrase, token);
            if ( ! (result & SEARCH_OK) )
                token = 0;
            g_free(phrase);
            phrase = NULL;
        }

	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);
    
    MemoryChunk * new_chunk = new MemoryChunk;
    phrase_index.store(1, new_chunk);
    new_chunk->save("gb_char.bin");
    phrase_index.load(1, new_chunk);

    new_chunk = new MemoryChunk;
    phrase_index.store(2, new_chunk);
    new_chunk->save("gbk_char.bin");
    phrase_index.load(2, new_chunk);

    return 0;
}
Beispiel #10
0
int main(int argc, char * argv[]){
    int i = 1;
    bool train_pi_gram = true;
    const char * bigram_filename = "bigram.db";

    setlocale(LC_ALL, "");
    while ( i < argc ){
	if ( strcmp("--help", argv[i]) == 0){
	    print_help();
            exit(0);
	}else if ( strcmp("--skip-pi-gram-training", argv[i]) == 0 ){
	    train_pi_gram = false;
	}else if ( strcmp("--bigram-file", argv[i]) == 0){
            if ( ++i >= argc ) {
                print_help();
                exit(EINVAL);
            }
            bigram_filename = argv[i];
	}else{
            print_help();
            exit(EINVAL);
        }
	++i;
    }
    
    PhraseLargeTable2 phrase_table;
    /* init phrase table */
    MemoryChunk * chunk = new MemoryChunk;
    chunk->load("phrase_index.bin");
    phrase_table.load(chunk);

    FacadePhraseIndex phrase_index;
    if (!load_phrase_index(&phrase_index))
        exit(ENOENT);
    
    Bigram bigram;
    bigram.attach(bigram_filename, ATTACH_CREATE|ATTACH_READWRITE);

    PhraseTokens tokens;
    memset(tokens, 0, sizeof(PhraseTokens));
    phrase_index.prepare_tokens(tokens);
    
    char* linebuf = NULL;
    size_t size = 0;
    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;
        ucs4_t * phrase = g_utf8_to_ucs4(linebuf, -1, NULL, &phrase_len, NULL);

	phrase_token_t token = null_token;
        if ( 0 != phrase_len ) {
            phrase_index.clear_tokens(tokens);
            int result = phrase_table.search(phrase_len, phrase, tokens);
            int num = get_first_token(tokens, token);
            if ( !(result & SEARCH_OK) )
                token = null_token;
            g_free(phrase);
            phrase = NULL;
        }

	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;
    }

    phrase_index.destroy_tokens(tokens);
    free(linebuf);
    
    if (!save_phrase_index(&phrase_index))
        exit(ENOENT);

    return 0;
}
Beispiel #11
0
int main(int argc, char * argv[]){
    int i = 1;
    bool train_pi_gram = true;
    const char * bigram_filename = "deleted_bigram.db";

    setlocale(LC_ALL, "");
    while ( i < argc ){
	if ( strcmp("--help", argv[i]) == 0){
	    print_help();
            exit(0);
	} else if ( strcmp("--skip-pi-gram-training", argv[i]) == 0 ){
	    train_pi_gram = false;
	} else if ( strcmp("--deleted-bigram-file", argv[i]) == 0){
            if ( ++i >= argc ) {
                print_help();
                exit(EINVAL);
            }
            bigram_filename = argv[i];
	} else {
            print_help();
            exit(EINVAL);
        }
	++i;
    }
    
    /* load phrase table. */
    PhraseLargeTable2 phrase_table;
    MemoryChunk * new_chunk = new MemoryChunk;
    new_chunk->load("phrase_index.bin");
    phrase_table.load(new_chunk);

    FacadePhraseIndex phrase_index;
    if (!load_phrase_index(&phrase_index))
        exit(ENODATA);

    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, stdin) ){
	if ( feof(stdin) )
	    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;

        /* 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);
    return 0;
}