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https://github.com/tesseract-ocr/tesseract.git
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edf7e7694c
git-svn-id: https://tesseract-ocr.googlecode.com/svn/trunk@432 d0cd1f9f-072b-0410-8dd7-cf729c803f20
478 lines
17 KiB
C++
478 lines
17 KiB
C++
/* -*-C-*-
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********************************************************************************
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*
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* File: trie.c (Formerly trie.c)
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* Description: Functions to build a trie data structure.
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* Author: Mark Seaman, OCR Technology
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* Created: Fri Oct 16 14:37:00 1987
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* Modified: Fri Jul 26 12:18:10 1991 (Mark Seaman) marks@hpgrlt
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* Language: C
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* Package: N/A
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* Status: Reusable Software Component
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*
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* (c) Copyright 1987, Hewlett-Packard Company.
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** Licensed under the Apache License, Version 2.0 (the "License");
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** you may not use this file except in compliance with the License.
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** You may obtain a copy of the License at
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** http://www.apache.org/licenses/LICENSE-2.0
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** Unless required by applicable law or agreed to in writing, software
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** distributed under the License is distributed on an "AS IS" BASIS,
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** WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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** See the License for the specific language governing permissions and
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** limitations under the License.
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*
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*********************************************************************************/
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/*----------------------------------------------------------------------
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I n c l u d e s
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----------------------------------------------------------------------*/
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#include "trie.h"
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#include "callcpp.h"
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#include "dawg.h"
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#include "dict.h"
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#include "freelist.h"
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#include "helpers.h"
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#ifdef _MSC_VER
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#pragma warning(disable:4244) // Conversion warnings
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#pragma warning(disable:4800) // int/bool warnings
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#endif
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namespace tesseract {
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bool Trie::edge_char_of(NODE_REF node_ref, NODE_REF next_node,
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int direction, bool word_end, UNICHAR_ID unichar_id,
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EDGE_RECORD **edge_ptr, EDGE_INDEX *edge_index) const {
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if (dawg_debug_level == 3) {
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tprintf("edge_char_of() given node_ref " REFFORMAT " next_node " REFFORMAT
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" direction %d word_end %d unichar_id %d, exploring node:\n",
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node_ref, next_node, direction, word_end, unichar_id);
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if (node_ref != NO_EDGE) {
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print_node(node_ref, nodes_[node_ref]->forward_edges.size());
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}
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}
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if (node_ref == NO_EDGE) return false;
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assert(node_ref < nodes_.size());
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EDGE_VECTOR &vec = (direction == FORWARD_EDGE) ?
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nodes_[node_ref]->forward_edges : nodes_[node_ref]->backward_edges;
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int vec_size = vec.size();
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if (node_ref == 0) { // binary search
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EDGE_INDEX start = 0;
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EDGE_INDEX end = vec_size - 1;
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EDGE_INDEX k;
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int compare;
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while (start <= end) {
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k = (start + end) >> 1; // (start + end) / 2
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compare = given_greater_than_edge_rec(next_node, word_end,
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unichar_id, vec[k]);
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if (compare == 0) { // given == vec[k]
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*edge_ptr = &(vec[k]);
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*edge_index = k;
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return true;
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} else if (compare == 1) { // given > vec[k]
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start = k + 1;
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} else { // given < vec[k]
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end = k - 1;
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}
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}
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} else { // linear search
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for (int i = 0; i < vec_size; ++i) {
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EDGE_RECORD &edge_rec = vec[i];
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if (edge_rec_match(next_node, word_end, unichar_id,
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next_node_from_edge_rec(edge_rec),
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end_of_word_from_edge_rec(edge_rec),
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unichar_id_from_edge_rec(edge_rec))) {
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*edge_ptr = &(edge_rec);
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*edge_index = i;
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return true;
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}
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}
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}
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return false; // not found
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}
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bool Trie::add_edge_linkage(NODE_REF node1, NODE_REF node2, int direction,
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bool word_end, UNICHAR_ID unichar_id) {
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if (num_edges_ == max_num_edges_) return false;
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EDGE_VECTOR *vec = (direction == FORWARD_EDGE) ?
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&(nodes_[node1]->forward_edges) : &(nodes_[node1]->backward_edges);
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int search_index;
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if (node1 == 0) {
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search_index = 0; // find the index to make the add sorted
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while (search_index < vec->size() &&
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given_greater_than_edge_rec(node2, word_end, unichar_id,
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(*vec)[search_index]) == 1) {
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search_index++;
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}
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} else {
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search_index = vec->size(); // add is unsorted, so index does not matter
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}
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EDGE_RECORD edge_rec;
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link_edge(&edge_rec, node2, direction, word_end, unichar_id);
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if (search_index < vec->size()) {
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vec->insert(edge_rec, search_index);
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} else {
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vec->push_back(edge_rec);
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}
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if (dawg_debug_level > 1) {
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tprintf("new edge in nodes_[" REFFORMAT "]: ", node1);
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print_edge_rec(edge_rec);
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tprintf("\n");
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}
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num_edges_++;
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return true;
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}
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void Trie::add_word_ending(EDGE_RECORD *edge_ptr,
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NODE_REF the_next_node,
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UNICHAR_ID unichar_id) {
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EDGE_RECORD *back_edge_ptr;
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EDGE_INDEX back_edge_index;
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ASSERT_HOST(edge_char_of(the_next_node, NO_EDGE, BACKWARD_EDGE, false,
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unichar_id, &back_edge_ptr, &back_edge_index));
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// Mark both directions as end of word.
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*back_edge_ptr |= (WERD_END_FLAG << flag_start_bit_);
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*edge_ptr |= (WERD_END_FLAG << flag_start_bit_);
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}
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void Trie::add_word_to_dawg(const WERD_CHOICE &word) {
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if (word.length() <= 0) return; // can't add empty words
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EDGE_RECORD *edge_ptr;
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NODE_REF last_node = 0;
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NODE_REF the_next_node;
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EDGE_INDEX edge_index;
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int i;
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inT32 still_finding_chars = true;
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inT32 word_end = false;
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bool add_failed = false;
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bool found;
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if (dawg_debug_level > 1) word.print("\nAdding word: ");
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UNICHAR_ID unichar_id;
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for (i = 0; i < word.length() - 1; ++i) {
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unichar_id = word.unichar_id(i);
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if (dawg_debug_level > 1) tprintf("Adding letter %d\n", unichar_id);
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if (still_finding_chars) {
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found = edge_char_of(last_node, NO_EDGE, FORWARD_EDGE, word_end,
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unichar_id, &edge_ptr, &edge_index);
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if (found && dawg_debug_level > 1) {
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tprintf("exploring edge " REFFORMAT " in node " REFFORMAT "\n",
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edge_index, last_node);
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}
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if (!found) {
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still_finding_chars = false;
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} else if (next_node_from_edge_rec(*edge_ptr) == 0) {
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word_end = true;
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still_finding_chars = false;
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remove_edge(last_node, 0, word_end, unichar_id);
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} else {
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last_node = next_node_from_edge_rec(*edge_ptr);
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}
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}
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if (!still_finding_chars) {
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the_next_node = new_dawg_node();
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if (dawg_debug_level > 1)
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tprintf("adding node " REFFORMAT "\n", the_next_node);
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if (the_next_node == 0) {
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add_failed = true;
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break;
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}
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if (!add_new_edge(last_node, the_next_node, word_end, unichar_id)) {
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add_failed = true;
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break;
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}
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word_end = false;
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last_node = the_next_node;
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}
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}
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the_next_node = 0;
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unichar_id = word.unichar_id(i);
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if (dawg_debug_level > 1) tprintf("Adding letter %d\n", unichar_id);
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if (still_finding_chars &&
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edge_char_of(last_node, NO_EDGE, FORWARD_EDGE, false,
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unichar_id, &edge_ptr, &edge_index)) {
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// An extension of this word already exists in the trie, so we
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// only have to add the ending flags in both directions.
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add_word_ending(edge_ptr, next_node_from_edge_rec(*edge_ptr), unichar_id);
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} else {
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if (!add_failed &&
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!add_new_edge(last_node, the_next_node, true, unichar_id))
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add_failed = true;
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}
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if (add_failed) {
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tprintf("Re-initializing document dictionary...\n");
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nodes_.delete_data_pointers();
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num_edges_ = 0;
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new_dawg_node(); // need to allocate node 0
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}
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}
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NODE_REF Trie::new_dawg_node() {
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TRIE_NODE_RECORD *node = new TRIE_NODE_RECORD();
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if (node == NULL) return 0; // failed to create new node
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nodes_.push_back(node);
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return nodes_.length() - 1;
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}
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bool Trie::read_word_list(const char *filename,
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const UNICHARSET &unicharset) {
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FILE *word_file;
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char string [CHARS_PER_LINE];
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int word_count = 0;
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word_file = open_file (filename, "r");
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while (fgets(string, CHARS_PER_LINE, word_file) != NULL) {
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chomp_string(string); // remove newline
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WERD_CHOICE word(string, unicharset);
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++word_count;
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if (dawg_debug_level && word_count % 10000 == 0)
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tprintf("Read %d words so far\n", word_count);
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if (word.length() != 0 && !word.contains_unichar_id(INVALID_UNICHAR_ID)) {
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if (!this->word_in_dawg(word)) {
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this->add_word_to_dawg(word);
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if (!this->word_in_dawg(word)) {
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tprintf("Error: word '%s' not in DAWG after adding it\n", string);
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return false;
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}
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}
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} else if (dawg_debug_level) {
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tprintf("Skipping invalid word %s\n", string);
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if (dawg_debug_level >= 3) word.print();
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}
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}
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if (dawg_debug_level)
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tprintf("Read %d words total.\n", word_count);
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fclose(word_file);
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return true;
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}
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void Trie::remove_edge_linkage(NODE_REF node1, NODE_REF node2, int direction,
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bool word_end, UNICHAR_ID unichar_id) {
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EDGE_RECORD *edge_ptr;
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EDGE_INDEX edge_index;
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ASSERT_HOST(edge_char_of(node1, node2, direction, word_end,
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unichar_id, &edge_ptr, &edge_index));
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if (dawg_debug_level > 1) {
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tprintf("removed edge in nodes_[" REFFORMAT "]: ", node1);
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print_edge_rec(*edge_ptr);
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tprintf("\n");
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}
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if (direction == FORWARD_EDGE) {
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nodes_[node1]->forward_edges.remove(edge_index);
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} else {
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nodes_[node1]->backward_edges.remove(edge_index);
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}
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--num_edges_;
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}
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SquishedDawg *Trie::trie_to_dawg() {
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if (dawg_debug_level > 2) {
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print_all("Before reduction:", MAX_NODE_EDGES_DISPLAY);
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}
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NODE_MARKER reduced_nodes = new bool[nodes_.size()];
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for (int i = 0; i < nodes_.size(); i++) reduced_nodes[i] = 0;
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this->reduce_node_input(0, reduced_nodes);
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delete[] reduced_nodes;
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if (dawg_debug_level > 2) {
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print_all("After reduction:", MAX_NODE_EDGES_DISPLAY);
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}
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// Build a translation map from node indices in nodes_ vector to
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// their target indices in EDGE_ARRAY.
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NODE_REF *node_ref_map = new NODE_REF[nodes_.size() + 1];
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int i, j;
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node_ref_map[0] = 0;
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for (i = 0; i < nodes_.size(); ++i) {
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node_ref_map[i+1] = node_ref_map[i] + nodes_[i]->forward_edges.size();
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}
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int num_forward_edges = node_ref_map[i];
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// Convert nodes_ vector into EDGE_ARRAY translating the next node references
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// in edges using node_ref_map. Empty nodes and backward edges are dropped.
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EDGE_ARRAY edge_array =
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(EDGE_ARRAY)memalloc(num_forward_edges * sizeof(EDGE_RECORD));
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EDGE_ARRAY edge_array_ptr = edge_array;
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for (i = 0; i < nodes_.size(); ++i) {
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TRIE_NODE_RECORD *node_ptr = nodes_[i];
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int end = node_ptr->forward_edges.size();
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for (j = 0; j < end; ++j) {
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EDGE_RECORD &edge_rec = node_ptr->forward_edges[j];
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NODE_REF node_ref = next_node_from_edge_rec(edge_rec);
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ASSERT_HOST(node_ref < nodes_.size());
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UNICHAR_ID unichar_id = unichar_id_from_edge_rec(edge_rec);
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link_edge(edge_array_ptr, node_ref_map[node_ref], FORWARD_EDGE,
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end_of_word_from_edge_rec(edge_rec), unichar_id);
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if (j == end - 1) set_last_flag_in_edge_rec(edge_array_ptr);
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++edge_array_ptr;
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}
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}
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delete[] node_ref_map;
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return new SquishedDawg(edge_array, num_forward_edges,
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type_, lang_, perm_, unicharset_size_);
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}
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bool Trie::eliminate_redundant_edges(NODE_REF node,
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const EDGE_RECORD &edge1,
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const EDGE_RECORD &edge2) {
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if (dawg_debug_level > 1) {
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tprintf("\nCollapsing node %d:\n", node);
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print_node(node, MAX_NODE_EDGES_DISPLAY);
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tprintf("Candidate edges: ");
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print_edge_rec(edge1);
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tprintf(", ");
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print_edge_rec(edge2);
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tprintf("\n\n");
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}
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NODE_REF next_node1 = next_node_from_edge_rec(edge1);
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NODE_REF next_node2 = next_node_from_edge_rec(edge2);
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TRIE_NODE_RECORD *next_node2_ptr = nodes_[next_node2];
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// Translate all edges going to/from next_node2 to go to/from next_node1.
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EDGE_RECORD *edge_ptr;
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EDGE_INDEX edge_index;
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int i;
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// Remove the backward link in node to next_node2.
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const EDGE_RECORD &fwd_edge = next_node2_ptr->forward_edges[0];
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remove_edge_linkage(node, next_node2, BACKWARD_EDGE,
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end_of_word_from_edge_rec(fwd_edge),
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unichar_id_from_edge_rec(fwd_edge));
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// Copy all the backward links in next_node2 to node next_node1
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for (i = 0; i < next_node2_ptr->backward_edges.size(); ++i) {
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const EDGE_RECORD &bkw_edge = next_node2_ptr->backward_edges[i];
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NODE_REF curr_next_node = next_node_from_edge_rec(bkw_edge);
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UNICHAR_ID curr_unichar_id = unichar_id_from_edge_rec(bkw_edge);
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int curr_word_end = end_of_word_from_edge_rec(bkw_edge);
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add_edge_linkage(next_node1, curr_next_node, BACKWARD_EDGE,
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curr_word_end, curr_unichar_id);
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// Relocate the corresponding forward edge in curr_next_node
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ASSERT_HOST(edge_char_of(curr_next_node, next_node2, FORWARD_EDGE,
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curr_word_end, curr_unichar_id,
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&edge_ptr, &edge_index));
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set_next_node_in_edge_rec(edge_ptr, next_node1);
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}
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int next_node2_num_edges = (next_node2_ptr->forward_edges.size() +
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next_node2_ptr->backward_edges.size());
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if (dawg_debug_level > 1) {
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tprintf("removed %d edges from node " REFFORMAT "\n",
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next_node2_num_edges, next_node2);
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}
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next_node2_ptr->forward_edges.clear();
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next_node2_ptr->backward_edges.clear();
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num_edges_ -= next_node2_num_edges;
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return true;
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}
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bool Trie::reduce_lettered_edges(EDGE_INDEX edge_index,
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UNICHAR_ID unichar_id,
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NODE_REF node,
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const EDGE_VECTOR &backward_edges,
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NODE_MARKER reduced_nodes) {
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if (dawg_debug_level > 1)
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tprintf("reduce_lettered_edges(edge=" REFFORMAT ")\n", edge_index);
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// Compare each of the edge pairs with the given unichar_id.
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bool did_something = false;
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for (int i = edge_index; i < backward_edges.size() - 1; ++i) {
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// Find the first edge that can be eliminated.
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UNICHAR_ID curr_unichar_id = INVALID_UNICHAR_ID;
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while (i < backward_edges.size() &&
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((curr_unichar_id = unichar_id_from_edge_rec(backward_edges[i])) ==
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unichar_id) &&
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!can_be_eliminated(backward_edges[i])) ++i;
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if (i == backward_edges.size() || curr_unichar_id != unichar_id) break;
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const EDGE_RECORD &edge_rec = backward_edges[i];
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// Compare it to the rest of the edges with the given unichar_id.
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for (int j = i + 1; j < backward_edges.size(); ++j) {
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const EDGE_RECORD &next_edge_rec = backward_edges[j];
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if (unichar_id_from_edge_rec(next_edge_rec) != unichar_id) break;
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if (end_of_word_from_edge_rec(next_edge_rec) ==
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end_of_word_from_edge_rec(edge_rec) &&
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can_be_eliminated(next_edge_rec) &&
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eliminate_redundant_edges(node, edge_rec, next_edge_rec)) {
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reduced_nodes[next_node_from_edge_rec(edge_rec)] = 0;
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did_something = true;
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--j; // do not increment j if next_edge_rec was removed
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}
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}
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}
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return did_something;
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}
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void Trie::sort_edges(EDGE_VECTOR *edges) {
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int num_edges = edges->size();
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if (num_edges <= 1) return;
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for (int i = 0; i < num_edges - 1; ++i) {
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int min = i;
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for (int j = (i + 1); j < num_edges; ++j) {
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if (unichar_id_from_edge_rec((*edges)[j]) <
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unichar_id_from_edge_rec((*edges)[min])) min = j;
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}
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if (i != min) {
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EDGE_RECORD temp = (*edges)[i];
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(*edges)[i] = (*edges)[min];
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(*edges)[min] = temp;
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}
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}
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}
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void Trie::reduce_node_input(NODE_REF node,
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NODE_MARKER reduced_nodes) {
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if (dawg_debug_level > 1) {
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tprintf("reduce_node_input(node=" REFFORMAT ")\n", node);
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print_node(node, MAX_NODE_EDGES_DISPLAY);
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}
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|
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EDGE_VECTOR &backward_edges = nodes_[node]->backward_edges;
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if (node != 0) sort_edges(&backward_edges);
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EDGE_INDEX edge_index = 0;
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while (edge_index < backward_edges.size()) {
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UNICHAR_ID unichar_id =
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unichar_id_from_edge_rec(backward_edges[edge_index]);
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while (reduce_lettered_edges(edge_index, unichar_id, node,
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backward_edges, reduced_nodes));
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while (++edge_index < backward_edges.size() &&
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unichar_id_from_edge_rec(backward_edges[edge_index]) == unichar_id);
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}
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reduced_nodes[node] = true; // mark as reduced
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|
|
|
if (dawg_debug_level > 1) {
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|
tprintf("Node " REFFORMAT " after reduction:\n", node);
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|
print_node(node, MAX_NODE_EDGES_DISPLAY);
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|
}
|
|
|
|
for (int i = 0; i < backward_edges.size(); ++i) {
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|
NODE_REF next_node = next_node_from_edge_rec(backward_edges[i]);
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|
if (next_node != 0 && !reduced_nodes[next_node]) {
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reduce_node_input(next_node, reduced_nodes);
|
|
}
|
|
}
|
|
}
|
|
|
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void Trie::print_node(NODE_REF node, int max_num_edges) const {
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|
if (node == NO_EDGE) return; // nothing to print
|
|
TRIE_NODE_RECORD *node_ptr = nodes_[node];
|
|
int num_fwd = node_ptr->forward_edges.size();
|
|
int num_bkw = node_ptr->backward_edges.size();
|
|
EDGE_VECTOR *vec;
|
|
for (int dir = 0; dir < 2; ++dir) {
|
|
if (dir == 0) {
|
|
vec = &(node_ptr->forward_edges);
|
|
tprintf(REFFORMAT " (%d %d): ", node, num_fwd, num_bkw);
|
|
} else {
|
|
vec = &(node_ptr->backward_edges);
|
|
tprintf("\t");
|
|
}
|
|
int i;
|
|
for (i = 0; (dir == 0 ? i < num_fwd : i < num_bkw) &&
|
|
i < max_num_edges; ++i) {
|
|
print_edge_rec((*vec)[i]);
|
|
tprintf(" ");
|
|
}
|
|
if (dir == 0 ? i < num_fwd : i < num_bkw) tprintf("...");
|
|
tprintf("\n");
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|
}
|
|
}
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|
} // namespace tesseract
|