/* -*-C-*- ******************************************************************************** * * File: permdawg.c (Formerly permdawg.c) * Description: Scale word choices by a dictionary * Author: Mark Seaman, OCR Technology * Created: Fri Oct 16 14:37:00 1987 * Modified: Tue Jul 9 15:43:18 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 ----------------------------------------------------------------------*/ #include "cutil.h" #include "dawg.h" #include "globals.h" #include "ndminx.h" #include "stopper.h" #include "tprintf.h" #include "params.h" #include #include "dict.h" /*---------------------------------------------------------------------- F u n c t i o n s ----------------------------------------------------------------------*/ namespace tesseract { /** * @name go_deeper_dawg_fxn * * If the choice being composed so far could be a dictionary word * keep exploring choices. */ void Dict::go_deeper_dawg_fxn( const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, int char_choice_index, const CHAR_FRAGMENT_INFO *prev_char_frag_info, bool word_ending, WERD_CHOICE *word, float certainties[], float *limit, WERD_CHOICE *best_choice, int *attempts_left, void *void_more_args) { DawgArgs *more_args = static_cast(void_more_args); word_ending = (char_choice_index == char_choices.size()-1); int word_index = word->length() - 1; if (best_choice->rating() < *limit) return; // Look up char in DAWG // If the current unichar is an ngram first try calling // letter_is_okay() for each unigram it contains separately. UNICHAR_ID orig_uch_id = word->unichar_id(word_index); bool checked_unigrams = false; if (getUnicharset().get_isngram(orig_uch_id)) { if (dawg_debug_level) { tprintf("checking unigrams in an ngram %s\n", getUnicharset().debug_str(orig_uch_id).string()); } int num_unigrams = 0; word->remove_last_unichar_id(); GenericVector encoding; const char *ngram_str = getUnicharset().id_to_unichar(orig_uch_id); // Since the string came out of the unicharset, failure is impossible. ASSERT_HOST(getUnicharset().encode_string(ngram_str, true, &encoding, NULL, NULL)); bool unigrams_ok = true; // Construct DawgArgs that reflect the current state. DawgPositionVector unigram_active_dawgs = *(more_args->active_dawgs); DawgPositionVector unigram_updated_dawgs; DawgArgs unigram_dawg_args(&unigram_active_dawgs, &unigram_updated_dawgs, more_args->permuter); // Check unigrams in the ngram with letter_is_okay(). for (int i = 0; unigrams_ok && i < encoding.size(); ++i) { UNICHAR_ID uch_id = encoding[i]; ASSERT_HOST(uch_id != INVALID_UNICHAR_ID); ++num_unigrams; word->append_unichar_id(uch_id, 1, 0.0, 0.0); unigrams_ok = (this->*letter_is_okay_)( &unigram_dawg_args, word->unichar_id(word_index+num_unigrams-1), word_ending && i == encoding.size() - 1); (*unigram_dawg_args.active_dawgs) = *(unigram_dawg_args.updated_dawgs); if (dawg_debug_level) { tprintf("unigram %s is %s\n", getUnicharset().debug_str(uch_id).string(), unigrams_ok ? "OK" : "not OK"); } } // Restore the word and copy the updated dawg state if needed. while (num_unigrams-- > 0) word->remove_last_unichar_id(); word->append_unichar_id_space_allocated(orig_uch_id, 1, 0.0, 0.0); if (unigrams_ok) { checked_unigrams = true; more_args->permuter = unigram_dawg_args.permuter; *(more_args->updated_dawgs) = *(unigram_dawg_args.updated_dawgs); } } // Check which dawgs from the dawgs_ vector contain the word // up to and including the current unichar. if (checked_unigrams || (this->*letter_is_okay_)( more_args, word->unichar_id(word_index), word_ending)) { // Add a new word choice if (word_ending) { if (dawg_debug_level) { tprintf("found word = %s\n", word->debug_string().string()); } if (strcmp(output_ambig_words_file.string(), "") != 0) { if (output_ambig_words_file_ == NULL) { output_ambig_words_file_ = fopen(output_ambig_words_file.string(), "wb+"); if (output_ambig_words_file_ == NULL) { tprintf("Failed to open output_ambig_words_file %s\n", output_ambig_words_file.string()); exit(1); } STRING word_str; word->string_and_lengths(&word_str, NULL); word_str += " "; fprintf(output_ambig_words_file_, "%s", word_str.string()); } STRING word_str; word->string_and_lengths(&word_str, NULL); word_str += " "; fprintf(output_ambig_words_file_, "%s", word_str.string()); } WERD_CHOICE *adjusted_word = word; adjusted_word->set_permuter(more_args->permuter); update_best_choice(*adjusted_word, best_choice); } else { // search the next letter // Make updated_* point to the next entries in the DawgPositionVector // arrays (that were originally created in dawg_permute_and_select) ++(more_args->updated_dawgs); // Make active_dawgs and constraints point to the updated ones. ++(more_args->active_dawgs); permute_choices(debug, char_choices, char_choice_index + 1, prev_char_frag_info, word, certainties, limit, best_choice, attempts_left, more_args); // Restore previous state to explore another letter in this position. --(more_args->updated_dawgs); --(more_args->active_dawgs); } } else { if (dawg_debug_level) { tprintf("last unichar not OK at index %d in %s\n", word_index, word->debug_string().string()); } } } /** * dawg_permute_and_select * * Recursively explore all the possible character combinations in * the given char_choices. Use go_deeper_dawg_fxn() to search all the * dawgs in the dawgs_ vector in parallel and discard invalid words. * * Allocate and return a WERD_CHOICE with the best valid word found. */ WERD_CHOICE *Dict::dawg_permute_and_select( const BLOB_CHOICE_LIST_VECTOR &char_choices, float rating_limit) { WERD_CHOICE *best_choice = new WERD_CHOICE(&getUnicharset()); best_choice->make_bad(); best_choice->set_rating(rating_limit); if (char_choices.length() == 0 || char_choices.length() > MAX_WERD_LENGTH) return best_choice; DawgPositionVector *active_dawgs = new DawgPositionVector[char_choices.length() + 1]; init_active_dawgs(&(active_dawgs[0]), true); DawgArgs dawg_args(&(active_dawgs[0]), &(active_dawgs[1]), NO_PERM); WERD_CHOICE word(&getUnicharset(), MAX_WERD_LENGTH); float certainties[MAX_WERD_LENGTH]; this->go_deeper_fxn_ = &tesseract::Dict::go_deeper_dawg_fxn; int attempts_left = max_permuter_attempts; permute_choices((dawg_debug_level) ? "permute_dawg_debug" : NULL, char_choices, 0, NULL, &word, certainties, &rating_limit, best_choice, &attempts_left, &dawg_args); delete[] active_dawgs; return best_choice; } /** * permute_choices * * Call append_choices() for each BLOB_CHOICE in BLOB_CHOICE_LIST * with the given char_choice_index in char_choices. */ void Dict::permute_choices( const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, int char_choice_index, const CHAR_FRAGMENT_INFO *prev_char_frag_info, WERD_CHOICE *word, float certainties[], float *limit, WERD_CHOICE *best_choice, int *attempts_left, void *more_args) { if (debug) { tprintf("%s permute_choices: char_choice_index=%d" " limit=%g rating=%g, certainty=%g word=%s\n", debug, char_choice_index, *limit, word->rating(), word->certainty(), word->debug_string().string()); } if (char_choice_index < char_choices.length()) { BLOB_CHOICE_IT blob_choice_it; blob_choice_it.set_to_list(char_choices.get(char_choice_index)); for (blob_choice_it.mark_cycle_pt(); !blob_choice_it.cycled_list(); blob_choice_it.forward()) { (*attempts_left)--; append_choices(debug, char_choices, *(blob_choice_it.data()), char_choice_index, prev_char_frag_info, word, certainties, limit, best_choice, attempts_left, more_args); if (*attempts_left <= 0) { if (debug) tprintf("permute_choices(): attempts_left is 0\n"); break; } } } } /** * append_choices * * Checks to see whether or not the next choice is worth appending to * the word being generated. If so then keeps going deeper into the word. * * This function assumes that Dict::go_deeper_fxn_ is set. */ void Dict::append_choices( const char *debug, const BLOB_CHOICE_LIST_VECTOR &char_choices, const BLOB_CHOICE &blob_choice, int char_choice_index, const CHAR_FRAGMENT_INFO *prev_char_frag_info, WERD_CHOICE *word, float certainties[], float *limit, WERD_CHOICE *best_choice, int *attempts_left, void *more_args) { int word_ending = (char_choice_index == char_choices.length() - 1) ? true : false; // Deal with fragments. CHAR_FRAGMENT_INFO char_frag_info; if (!fragment_state_okay(blob_choice.unichar_id(), blob_choice.rating(), blob_choice.certainty(), prev_char_frag_info, debug, word_ending, &char_frag_info)) { return; // blob_choice must be an invalid fragment } // Search the next letter if this character is a fragment. if (char_frag_info.unichar_id == INVALID_UNICHAR_ID) { permute_choices(debug, char_choices, char_choice_index + 1, &char_frag_info, word, certainties, limit, best_choice, attempts_left, more_args); return; } // Add the next unichar. float old_rating = word->rating(); float old_certainty = word->certainty(); uinT8 old_permuter = word->permuter(); certainties[word->length()] = char_frag_info.certainty; word->append_unichar_id_space_allocated( char_frag_info.unichar_id, char_frag_info.num_fragments, char_frag_info.rating, char_frag_info.certainty); // Explore the next unichar. (this->*go_deeper_fxn_)(debug, char_choices, char_choice_index, &char_frag_info, word_ending, word, certainties, limit, best_choice, attempts_left, more_args); // Remove the unichar we added to explore other choices in it's place. word->remove_last_unichar_id(); word->set_rating(old_rating); word->set_certainty(old_certainty); word->set_permuter(old_permuter); } /** * @name fragment_state * * Given the current char choice and information about previously seen * fragments, determines whether adjacent character fragments are * present and whether they can be concatenated. * * The given prev_char_frag_info contains: * - fragment: if not NULL contains information about immediately * preceding fragmented character choice * - num_fragments: number of fragments that have been used so far * to construct a character * - certainty: certainty of the current choice or minimum * certainty of all fragments concatenated so far * - rating: rating of the current choice or sum of fragment * ratings concatenated so far * * The output char_frag_info is filled in as follows: * - character: is set to be NULL if the choice is a non-matching * or non-ending fragment piece; is set to unichar of the given choice * if it represents a regular character or a matching ending fragment * - fragment,num_fragments,certainty,rating are set as described above * * @returns false if a non-matching fragment is discovered, true otherwise. */ bool Dict::fragment_state_okay(UNICHAR_ID curr_unichar_id, float curr_rating, float curr_certainty, const CHAR_FRAGMENT_INFO *prev_char_frag_info, const char *debug, int word_ending, CHAR_FRAGMENT_INFO *char_frag_info) { const CHAR_FRAGMENT *this_fragment = getUnicharset().get_fragment(curr_unichar_id); const CHAR_FRAGMENT *prev_fragment = prev_char_frag_info != NULL ? prev_char_frag_info->fragment : NULL; // Print debug info for fragments. if (debug && (prev_fragment || this_fragment)) { tprintf("%s check fragments: choice=%s word_ending=%d\n", debug, getUnicharset().debug_str(curr_unichar_id).string(), word_ending); if (prev_fragment) { tprintf("prev_fragment %s\n", prev_fragment->to_string().string()); } if (this_fragment) { tprintf("this_fragment %s\n", this_fragment->to_string().string()); } } char_frag_info->unichar_id = curr_unichar_id; char_frag_info->fragment = this_fragment; char_frag_info->rating = curr_rating; char_frag_info->certainty = curr_certainty; char_frag_info->num_fragments = 1; if (prev_fragment && !this_fragment) { if (debug) tprintf("Skip choice with incomplete fragment\n"); return false; } if (this_fragment) { // We are dealing with a fragment. char_frag_info->unichar_id = INVALID_UNICHAR_ID; if (prev_fragment) { if (!this_fragment->is_continuation_of(prev_fragment)) { if (debug) tprintf("Non-matching fragment piece\n"); return false; } if (this_fragment->is_ending()) { char_frag_info->unichar_id = getUnicharset().unichar_to_id(this_fragment->get_unichar()); char_frag_info->fragment = NULL; if (debug) { tprintf("Built character %s from fragments\n", getUnicharset().debug_str( char_frag_info->unichar_id).string()); } } else { if (debug) tprintf("Record fragment continuation\n"); char_frag_info->fragment = this_fragment; } // Update certainty and rating. char_frag_info->rating = prev_char_frag_info->rating + curr_rating; char_frag_info->num_fragments = prev_char_frag_info->num_fragments + 1; char_frag_info->certainty = MIN(curr_certainty, prev_char_frag_info->certainty); } else { if (this_fragment->is_beginning()) { if (debug) tprintf("Record fragment beginning\n"); } else { if (debug) { tprintf("Non-starting fragment piece with no prev_fragment\n"); } return false; } } } if (word_ending && char_frag_info->fragment) { if (debug) tprintf("Word can not end with a fragment\n"); return false; } return true; } } // namespace tesseract