/* -*-C-*- ******************************************************************************** * * File: dawg.c (Formerly dawg.c) * Description: Use a Directed Accyclic Word Graph * Author: Mark Seaman, OCR Technology * Created: Fri Oct 16 14:37:00 1987 * Modified: Wed Jul 24 16:59:16 1991 (Mark Seaman) marks@hpgrlt * Language: C * Package: N/A * Status: Reusable Software Component * * (c) Copyright 1987, Hewlett-Packard Company. ** Licensed under the Apache License, Version 2.0 (the "License"); ** you may not use this file except in compliance with the License. ** You may obtain a copy of the License at ** http://www.apache.org/licenses/LICENSE-2.0 ** Unless required by applicable law or agreed to in writing, software ** distributed under the License is distributed on an "AS IS" BASIS, ** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. ** See the License for the specific language governing permissions and ** limitations under the License. * *********************************************************************************/ /*---------------------------------------------------------------------- I n c l u d e s ----------------------------------------------------------------------*/ #ifdef _MSC_VER #pragma warning(disable:4244) // Conversion warnings #pragma warning(disable:4800) // int/bool warnings #endif #include "dawg.h" #include "cutil.h" #include "dict.h" #include "emalloc.h" #include "freelist.h" #include "helpers.h" #include "strngs.h" #include "tesscallback.h" #include "tprintf.h" /*---------------------------------------------------------------------- F u n c t i o n s f o r D a w g ----------------------------------------------------------------------*/ namespace tesseract { bool Dawg::prefix_in_dawg(const WERD_CHOICE &word, bool requires_complete) const { if (word.length() == 0) return !requires_complete; NODE_REF node = 0; int end_index = word.length() - 1; for (int i = 0; i < end_index; i++) { EDGE_REF edge = edge_char_of(node, word.unichar_id(i), false); if (edge == NO_EDGE) { return false; } if ((node = next_node(edge)) == 0) { // This only happens if all words following this edge terminate -- // there are no larger words. See Trie::add_word_to_dawg() return false; } } // Now check the last character. return edge_char_of(node, word.unichar_id(end_index), requires_complete) != NO_EDGE; } bool Dawg::word_in_dawg(const WERD_CHOICE &word) const { return prefix_in_dawg(word, true); } int Dawg::check_for_words(const char *filename, const UNICHARSET &unicharset, bool enable_wildcard) const { if (filename == NULL) return 0; FILE *word_file; char string [CHARS_PER_LINE]; int misses = 0; UNICHAR_ID wildcard = unicharset.unichar_to_id(kWildcard); word_file = open_file (filename, "r"); while (fgets (string, CHARS_PER_LINE, word_file) != NULL) { chomp_string(string); // remove newline WERD_CHOICE word(string, unicharset); if (word.length() > 0 && !word.contains_unichar_id(INVALID_UNICHAR_ID)) { if (!match_words(&word, 0, 0, enable_wildcard ? wildcard : INVALID_UNICHAR_ID)) { tprintf("Missing word: %s\n", string); ++misses; } } else { tprintf("Failed to create a valid word from %s\n", string); } } fclose (word_file); // Make sure the user sees this with fprintf instead of tprintf. if (debug_level_) tprintf("Number of lost words=%d\n", misses); return misses; } void Dawg::iterate_words(const UNICHARSET &unicharset, TessCallback1 *cb) const { WERD_CHOICE word(&unicharset); iterate_words_rec(word, 0, cb); } void CallWithUTF8(TessCallback1 *cb, const WERD_CHOICE *wc) { STRING s; wc->string_and_lengths(&s, NULL); cb->Run(s.string()); } void Dawg::iterate_words(const UNICHARSET &unicharset, TessCallback1 *cb) const { TessCallback1 *shim = NewPermanentTessCallback(CallWithUTF8, cb); WERD_CHOICE word(&unicharset); iterate_words_rec(word, 0, shim); delete shim; } void Dawg::iterate_words_rec(const WERD_CHOICE &word_so_far, NODE_REF to_explore, TessCallback1 *cb) const { NodeChildVector children; this->unichar_ids_of(to_explore, &children, false); for (int i = 0; i < children.size(); i++) { WERD_CHOICE next_word(word_so_far); next_word.append_unichar_id(children[i].unichar_id, 1, 0.0, 0.0); if (this->end_of_word(children[i].edge_ref)) { cb->Run(&next_word); } NODE_REF next = next_node(children[i].edge_ref); if (next != 0) { iterate_words_rec(next_word, next, cb); } } } bool Dawg::match_words(WERD_CHOICE *word, inT32 index, NODE_REF node, UNICHAR_ID wildcard) const { EDGE_REF edge; inT32 word_end; if (wildcard != INVALID_UNICHAR_ID && word->unichar_id(index) == wildcard) { bool any_matched = false; NodeChildVector vec; this->unichar_ids_of(node, &vec, false); for (int i = 0; i < vec.size(); ++i) { word->set_unichar_id(vec[i].unichar_id, index); if (match_words(word, index, node, wildcard)) any_matched = true; } word->set_unichar_id(wildcard, index); return any_matched; } else { word_end = index == word->length() - 1; edge = edge_char_of(node, word->unichar_id(index), word_end); if (edge != NO_EDGE) { // normal edge in DAWG node = next_node(edge); if (word_end) { if (debug_level_ > 1) word->print("match_words() found: "); return true; } else if (node != 0) { return match_words(word, index+1, node, wildcard); } } } return false; } void Dawg::init(DawgType type, const STRING &lang, PermuterType perm, int unicharset_size, int debug_level) { type_ = type; lang_ = lang; perm_ = perm; ASSERT_HOST(unicharset_size > 0); unicharset_size_ = unicharset_size; // Set bit masks. flag_start_bit_ = ceil(log(static_cast(unicharset_size_)) / log(2.0)); next_node_start_bit_ = flag_start_bit_ + NUM_FLAG_BITS; letter_mask_ = ~(~0ull << flag_start_bit_); next_node_mask_ = ~0ull << (flag_start_bit_ + NUM_FLAG_BITS); flags_mask_ = ~(letter_mask_ | next_node_mask_); debug_level_ = debug_level; } /*---------------------------------------------------------------------- F u n c t i o n s f o r S q u i s h e d D a w g ----------------------------------------------------------------------*/ SquishedDawg::~SquishedDawg() { memfree(edges_); } EDGE_REF SquishedDawg::edge_char_of(NODE_REF node, UNICHAR_ID unichar_id, bool word_end) const { EDGE_REF edge = node; if (node == 0) { // binary search EDGE_REF start = 0; EDGE_REF end = num_forward_edges_in_node0 - 1; int compare; while (start <= end) { edge = (start + end) >> 1; // (start + end) / 2 compare = given_greater_than_edge_rec(NO_EDGE, word_end, unichar_id, edges_[edge]); if (compare == 0) { // given == vec[k] return edge; } else if (compare == 1) { // given > vec[k] start = edge + 1; } else { // given < vec[k] end = edge - 1; } } } else { // linear search if (edge != NO_EDGE && edge_occupied(edge)) { do { if ((unichar_id_from_edge_rec(edges_[edge]) == unichar_id) && (!word_end || end_of_word_from_edge_rec(edges_[edge]))) return (edge); } while (!last_edge(edge++)); } } return (NO_EDGE); // not found } inT32 SquishedDawg::num_forward_edges(NODE_REF node) const { EDGE_REF edge = node; inT32 num = 0; if (forward_edge (edge)) { do { num++; } while (!last_edge(edge++)); } return (num); } void SquishedDawg::print_node(NODE_REF node, int max_num_edges) const { if (node == NO_EDGE) return; // nothing to print EDGE_REF edge = node; const char *forward_string = "FORWARD"; const char *backward_string = " "; const char *last_string = "LAST"; const char *not_last_string = " "; const char *eow_string = "EOW"; const char *not_eow_string = " "; const char *direction; const char *is_last; const char *eow; UNICHAR_ID unichar_id; if (edge_occupied(edge)) { do { direction = forward_edge(edge) ? forward_string : backward_string; is_last = last_edge(edge) ? last_string : not_last_string; eow = end_of_word(edge) ? eow_string : not_eow_string; unichar_id = edge_letter(edge); tprintf(REFFORMAT " : next = " REFFORMAT ", unichar_id = %d, %s %s %s\n", edge, next_node(edge), unichar_id, direction, is_last, eow); if (edge - node > max_num_edges) return; } while (!last_edge(edge++)); if (edge < num_edges_ && edge_occupied(edge) && backward_edge(edge)) { do { direction = forward_edge(edge) ? forward_string : backward_string; is_last = last_edge(edge) ? last_string : not_last_string; eow = end_of_word(edge) ? eow_string : not_eow_string; unichar_id = edge_letter(edge); tprintf(REFFORMAT " : next = " REFFORMAT ", unichar_id = %d, %s %s %s\n", edge, next_node(edge), unichar_id, direction, is_last, eow); if (edge - node > MAX_NODE_EDGES_DISPLAY) return; } while (!last_edge(edge++)); } } else { tprintf(REFFORMAT " : no edges in this node\n", node); } tprintf("\n"); } void SquishedDawg::print_edge(EDGE_REF edge) const { if (edge == NO_EDGE) { tprintf("NO_EDGE\n"); } else { tprintf(REFFORMAT " : next = " REFFORMAT ", unichar_id = '%d', %s %s %s\n", edge, next_node(edge), edge_letter(edge), (forward_edge(edge) ? "FORWARD" : " "), (last_edge(edge) ? "LAST" : " "), (end_of_word(edge) ? "EOW" : "")); } } void SquishedDawg::read_squished_dawg(FILE *file, DawgType type, const STRING &lang, PermuterType perm, int debug_level) { if (debug_level) tprintf("Reading squished dawg\n"); // Read the magic number and if it does not match kDawgMagicNumber // set swap to true to indicate that we need to switch endianness. inT16 magic; fread(&magic, sizeof(inT16), 1, file); bool swap = (magic != kDawgMagicNumber); int unicharset_size; fread(&unicharset_size, sizeof(inT32), 1, file); fread(&num_edges_, sizeof(inT32), 1, file); if (swap) { ReverseN(&unicharset_size, sizeof(unicharset_size)); ReverseN(&num_edges_, sizeof(num_edges_)); } ASSERT_HOST(num_edges_ > 0); // DAWG should not be empty Dawg::init(type, lang, perm, unicharset_size, debug_level); edges_ = (EDGE_ARRAY) memalloc(sizeof(EDGE_RECORD) * num_edges_); fread(&edges_[0], sizeof(EDGE_RECORD), num_edges_, file); EDGE_REF edge; if (swap) { for (edge = 0; edge < num_edges_; ++edge) { ReverseN(&edges_[edge], sizeof(edges_[edge])); } } if (debug_level > 2) { tprintf("type: %d lang: %s perm: %d unicharset_size: %d num_edges: %d\n", type_, lang_.string(), perm_, unicharset_size_, num_edges_); for (edge = 0; edge < num_edges_; ++edge) print_edge(edge); } } NODE_MAP SquishedDawg::build_node_map(inT32 *num_nodes) const { EDGE_REF edge; NODE_MAP node_map; inT32 node_counter; inT32 num_edges; node_map = (NODE_MAP) malloc(sizeof(EDGE_REF) * num_edges_); for (edge = 0; edge < num_edges_; edge++) // init all slots node_map [edge] = -1; node_counter = num_forward_edges(0); *num_nodes = 0; for (edge = 0; edge < num_edges_; edge++) { // search all slots if (forward_edge(edge)) { (*num_nodes)++; // count nodes links node_map[edge] = (edge ? node_counter : 0); num_edges = num_forward_edges(edge); if (edge != 0) node_counter += num_edges; edge += num_edges; if (edge >= num_edges_) break; if (backward_edge(edge)) while (!last_edge(edge++)); edge--; } } return (node_map); } void SquishedDawg::write_squished_dawg(FILE *file) { EDGE_REF edge; inT32 num_edges; inT32 node_count = 0; NODE_MAP node_map; EDGE_REF old_index; EDGE_RECORD temp_record; if (debug_level_) tprintf("write_squished_dawg\n"); node_map = build_node_map(&node_count); // Write the magic number to help detecting a change in endianness. inT16 magic = kDawgMagicNumber; fwrite(&magic, sizeof(inT16), 1, file); fwrite(&unicharset_size_, sizeof(inT32), 1, file); // Count the number of edges in this Dawg. num_edges = 0; for (edge=0; edge < num_edges_; edge++) if (forward_edge(edge)) num_edges++; fwrite(&num_edges, sizeof(inT32), 1, file); // write edge count to file if (debug_level_) { tprintf("%d nodes in DAWG\n", node_count); tprintf("%d edges in DAWG\n", num_edges); } for (edge = 0; edge < num_edges_; edge++) { if (forward_edge(edge)) { // write forward edges do { old_index = next_node_from_edge_rec(edges_[edge]); set_next_node(edge, node_map[old_index]); temp_record = edges_[edge]; fwrite(&(temp_record), sizeof(EDGE_RECORD), 1, file); set_next_node(edge, old_index); } while (!last_edge(edge++)); if (edge >= num_edges_) break; if (backward_edge(edge)) // skip back links while (!last_edge(edge++)); edge--; } } free(node_map); } } // namespace tesseract