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https://github.com/tesseract-ocr/tesseract.git
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6ac5d0ba8f
Signed-off-by: Stefan Weil <sw@weilnetz.de>
568 lines
22 KiB
C
568 lines
22 KiB
C
/* -*-C-*-
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********************************************************************************
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*
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* File: dawg.h
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* Description: Definition of a class that represents Directed Acyclic Word
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* Graph (DAWG), functions to build and manipulate the DAWG.
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* Author: Mark Seaman, SW Productivity
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* Created: Fri Oct 16 14:37:00 1987
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* Modified: Wed Jun 19 16:50:24 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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#ifndef DICT_DAWG_H_
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#define DICT_DAWG_H_
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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 <memory>
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#include "elst.h"
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#include "params.h"
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#include "ratngs.h"
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#include "tesscallback.h"
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#ifndef __GNUC__
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#ifdef _WIN32
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#define NO_EDGE (inT64) 0xffffffffffffffffi64
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#endif /*_WIN32*/
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#else
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#define NO_EDGE (inT64) 0xffffffffffffffffll
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#endif /*__GNUC__*/
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/*----------------------------------------------------------------------
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T y p e s
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----------------------------------------------------------------------*/
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class UNICHARSET;
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typedef uinT64 EDGE_RECORD;
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typedef EDGE_RECORD *EDGE_ARRAY;
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typedef inT64 EDGE_REF;
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typedef inT64 NODE_REF;
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typedef EDGE_REF *NODE_MAP;
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namespace tesseract {
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struct NodeChild {
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UNICHAR_ID unichar_id;
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EDGE_REF edge_ref;
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NodeChild(UNICHAR_ID id, EDGE_REF ref): unichar_id(id), edge_ref(ref) {}
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NodeChild(): unichar_id(INVALID_UNICHAR_ID), edge_ref(NO_EDGE) {}
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};
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typedef GenericVector<NodeChild> NodeChildVector;
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typedef GenericVector<int> SuccessorList;
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typedef GenericVector<SuccessorList *> SuccessorListsVector;
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enum DawgType {
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DAWG_TYPE_PUNCTUATION,
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DAWG_TYPE_WORD,
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DAWG_TYPE_NUMBER,
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DAWG_TYPE_PATTERN,
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DAWG_TYPE_COUNT // number of enum entries
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};
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/*----------------------------------------------------------------------
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C o n s t a n t s
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----------------------------------------------------------------------*/
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#define FORWARD_EDGE (inT32) 0
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#define BACKWARD_EDGE (inT32) 1
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#define MAX_NODE_EDGES_DISPLAY (inT64) 100
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#define MARKER_FLAG (inT64) 1
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#define DIRECTION_FLAG (inT64) 2
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#define WERD_END_FLAG (inT64) 4
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#define LETTER_START_BIT 0
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#define NUM_FLAG_BITS 3
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#define REFFORMAT "%" PRId64
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static const bool kDawgSuccessors[DAWG_TYPE_COUNT][DAWG_TYPE_COUNT] = {
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{ 0, 1, 1, 0 }, // for DAWG_TYPE_PUNCTUATION
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{ 1, 0, 0, 0 }, // for DAWG_TYPE_WORD
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{ 1, 0, 0, 0 }, // for DAWG_TYPE_NUMBER
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{ 0, 0, 0, 0 }, // for DAWG_TYPE_PATTERN
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};
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static const char kWildcard[] = "*";
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/*----------------------------------------------------------------------
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C l a s s e s a n d S t r u c t s
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----------------------------------------------------------------------*/
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//
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/// Abstract class (an interface) that declares methods needed by the
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/// various tesseract classes to operate on SquishedDawg and Trie objects.
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///
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/// This class initializes all the edge masks (since their usage by
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/// SquishedDawg and Trie is identical) and implements simple accessors
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/// for each of the fields encoded in an EDGE_RECORD.
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/// This class also implements word_in_dawg() and check_for_words()
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/// (since they use only the public methods of SquishedDawg and Trie
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/// classes that are inherited from the Dawg base class).
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//
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class Dawg {
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public:
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/// Magic number to determine endianness when reading the Dawg from file.
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static const inT16 kDawgMagicNumber = 42;
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/// A special unichar id that indicates that any appropriate pattern
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/// (e.g.dicitonary word, 0-9 digit, etc) can be inserted instead
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/// Used for expressing patterns in punctuation and number Dawgs.
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static const UNICHAR_ID kPatternUnicharID = 0;
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inline DawgType type() const { return type_; }
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inline const STRING &lang() const { return lang_; }
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inline PermuterType permuter() const { return perm_; }
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virtual ~Dawg() {}
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/// Returns true if the given word is in the Dawg.
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bool word_in_dawg(const WERD_CHOICE &word) const;
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// Returns true if the given word prefix is not contraindicated by the dawg.
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// If requires_complete is true, then the exact complete word must be present.
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bool prefix_in_dawg(const WERD_CHOICE &prefix, bool requires_complete) const;
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/// Checks the Dawg for the words that are listed in the requested file.
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/// Returns the number of words in the given file missing from the Dawg.
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int check_for_words(const char *filename,
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const UNICHARSET &unicharset,
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bool enable_wildcard) const;
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// For each word in the Dawg, call the given (permanent) callback with the
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// text (UTF-8) version of the word.
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void iterate_words(const UNICHARSET &unicharset,
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TessCallback1<const WERD_CHOICE *> *cb) const;
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// For each word in the Dawg, call the given (permanent) callback with the
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// text (UTF-8) version of the word.
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void iterate_words(const UNICHARSET &unicharset,
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TessCallback1<const char *> *cb) const;
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// Pure virtual function that should be implemented by the derived classes.
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/// Returns the edge that corresponds to the letter out of this node.
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virtual EDGE_REF edge_char_of(NODE_REF node, UNICHAR_ID unichar_id,
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bool word_end) const = 0;
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/// Fills the given NodeChildVector with all the unichar ids (and the
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/// corresponding EDGE_REFs) for which there is an edge out of this node.
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virtual void unichar_ids_of(NODE_REF node, NodeChildVector *vec,
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bool word_end) const = 0;
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/// Returns the next node visited by following the edge
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/// indicated by the given EDGE_REF.
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virtual NODE_REF next_node(EDGE_REF edge_ref) const = 0;
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/// Returns true if the edge indicated by the given EDGE_REF
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/// marks the end of a word.
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virtual bool end_of_word(EDGE_REF edge_ref) const = 0;
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/// Returns UNICHAR_ID stored in the edge indicated by the given EDGE_REF.
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virtual UNICHAR_ID edge_letter(EDGE_REF edge_ref) const = 0;
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/// Prints the contents of the node indicated by the given NODE_REF.
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/// At most max_num_edges will be printed.
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virtual void print_node(NODE_REF node, int max_num_edges) const = 0;
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/// Fills vec with unichar ids that represent the character classes
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/// of the given unichar_id.
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virtual void unichar_id_to_patterns(UNICHAR_ID unichar_id,
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const UNICHARSET &unicharset,
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GenericVector<UNICHAR_ID> *vec) const {
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(void)unichar_id;
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(void)unicharset;
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(void)vec;
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}
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/// Returns the given EDGE_REF if the EDGE_RECORD that it points to has
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/// a self loop and the given unichar_id matches the unichar_id stored in the
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/// EDGE_RECORD, returns NO_EDGE otherwise.
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virtual EDGE_REF pattern_loop_edge(
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EDGE_REF edge_ref, UNICHAR_ID unichar_id, bool word_end) const {
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(void)edge_ref;
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(void)unichar_id;
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(void)word_end;
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return false;
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}
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protected:
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Dawg(DawgType type, const STRING &lang, PermuterType perm, int debug_level)
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: type_(type),
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lang_(lang),
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perm_(perm),
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unicharset_size_(0),
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debug_level_(debug_level) {}
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/// Returns the next node visited by following this edge.
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inline NODE_REF next_node_from_edge_rec(const EDGE_RECORD &edge_rec) const {
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return ((edge_rec & next_node_mask_) >> next_node_start_bit_);
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}
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/// Returns the marker flag of this edge.
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inline bool marker_flag_from_edge_rec(const EDGE_RECORD &edge_rec) const {
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return (edge_rec & (MARKER_FLAG << flag_start_bit_)) != 0;
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}
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/// Returns the direction flag of this edge.
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inline int direction_from_edge_rec(const EDGE_RECORD &edge_rec) const {
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return ((edge_rec & (DIRECTION_FLAG << flag_start_bit_))) ?
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BACKWARD_EDGE : FORWARD_EDGE;
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}
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/// Returns true if this edge marks the end of a word.
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inline bool end_of_word_from_edge_rec(const EDGE_RECORD &edge_rec) const {
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return (edge_rec & (WERD_END_FLAG << flag_start_bit_)) != 0;
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}
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/// Returns UNICHAR_ID recorded in this edge.
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inline UNICHAR_ID unichar_id_from_edge_rec(
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const EDGE_RECORD &edge_rec) const {
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return ((edge_rec & letter_mask_) >> LETTER_START_BIT);
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}
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/// Sets the next node link for this edge in the Dawg.
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inline void set_next_node_in_edge_rec(
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EDGE_RECORD *edge_rec, EDGE_REF value) {
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*edge_rec &= (~next_node_mask_);
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*edge_rec |= ((value << next_node_start_bit_) & next_node_mask_);
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}
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/// Sets this edge record to be the last one in a sequence of edges.
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inline void set_marker_flag_in_edge_rec(EDGE_RECORD *edge_rec) {
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*edge_rec |= (MARKER_FLAG << flag_start_bit_);
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}
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/// Sequentially compares the given values of unichar ID, next node
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/// and word end marker with the values in the given EDGE_RECORD.
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/// Returns: 1 if at any step the given input value exceeds
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/// that of edge_rec (and all the values already
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/// checked are the same)
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/// 0 if edge_rec_match() returns true
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/// -1 otherwise
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inline int given_greater_than_edge_rec(NODE_REF next_node,
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bool word_end,
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UNICHAR_ID unichar_id,
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const EDGE_RECORD &edge_rec) const {
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UNICHAR_ID curr_unichar_id = unichar_id_from_edge_rec(edge_rec);
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NODE_REF curr_next_node = next_node_from_edge_rec(edge_rec);
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bool curr_word_end = end_of_word_from_edge_rec(edge_rec);
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if (edge_rec_match(next_node, word_end, unichar_id, curr_next_node,
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curr_word_end, curr_unichar_id)) return 0;
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if (unichar_id > curr_unichar_id) return 1;
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if (unichar_id == curr_unichar_id) {
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if (next_node > curr_next_node) return 1;
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if (next_node == curr_next_node) {
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if (word_end > curr_word_end) return 1;
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}
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}
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return -1;
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}
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/// Returns true if all the values are equal (any value matches
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/// next_node if next_node == NO_EDGE, any value matches word_end
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/// if word_end is false).
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inline bool edge_rec_match(NODE_REF next_node,
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bool word_end,
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UNICHAR_ID unichar_id,
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NODE_REF other_next_node,
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bool other_word_end,
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UNICHAR_ID other_unichar_id) const {
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return ((unichar_id == other_unichar_id) &&
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(next_node == NO_EDGE || next_node == other_next_node) &&
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(!word_end || (word_end == other_word_end)));
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}
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/// Sets unicharset_size_.
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/// Initializes the values of various masks from unicharset_size_.
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void init(int unicharset_size);
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/// Matches all of the words that are represented by this string.
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/// If wilcard is set to something other than INVALID_UNICHAR_ID,
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/// the *'s in this string are interpreted as wildcards.
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/// WERD_CHOICE param is not passed by const so that wildcard searches
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/// can modify it and work without having to copy WERD_CHOICEs.
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bool match_words(WERD_CHOICE *word, inT32 index,
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NODE_REF node, UNICHAR_ID wildcard) const;
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// Recursively iterate over all words in a dawg (see public iterate_words).
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void iterate_words_rec(const WERD_CHOICE &word_so_far,
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NODE_REF to_explore,
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TessCallback1<const WERD_CHOICE *> *cb) const;
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// Member Variables.
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DawgType type_;
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STRING lang_;
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/// Permuter code that should be used if the word is found in this Dawg.
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PermuterType perm_;
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// Variables to construct various edge masks. Formerly:
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// #define NEXT_EDGE_MASK (inT64) 0xfffffff800000000i64
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// #define FLAGS_MASK (inT64) 0x0000000700000000i64
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// #define LETTER_MASK (inT64) 0x00000000ffffffffi64
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int unicharset_size_;
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int flag_start_bit_;
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int next_node_start_bit_;
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uinT64 next_node_mask_;
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uinT64 flags_mask_;
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uinT64 letter_mask_;
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// Level of debug statements to print to stdout.
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int debug_level_;
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};
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//
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// DawgPosition keeps track of where we are in the primary dawg we're searching
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// as well as where we may be in the "punctuation dawg" which may provide
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// surrounding context.
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//
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// Example:
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// punctuation dawg -- space is the "pattern character"
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// " " // no punctuation
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// "' '" // leading and trailing apostrophes
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// " '" // trailing apostrophe
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// word dawg:
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// "cat"
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// "cab"
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// "cat's"
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//
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// DawgPosition(dawg_index, dawg_ref, punc_index, punc_ref, rtp)
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//
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// DawgPosition(-1, NO_EDGE, p, pe, false)
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// We're in the punctuation dawg, no other dawg has been started.
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// (1) If there's a pattern edge as a punc dawg child of us,
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// for each punc-following dawg starting with ch, produce:
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// Result: DawgPosition(k, w, p', false)
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// (2) If there's a valid continuation in the punc dawg, produce:
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// Result: DawgPosition(-k, NO_EDGE, p', false)
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//
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// DawgPosition(k, w, -1, NO_EDGE, false)
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// We're in dawg k. Going back to punctuation dawg is not an option.
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// Follow ch in dawg k.
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//
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// DawgPosition(k, w, p, pe, false)
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// We're in dawg k. Continue in dawg k and/or go back to the punc dawg.
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// If ending, check that the punctuation dawg is also ok to end here.
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//
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// DawgPosition(k, w, p, pe true)
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// We're back in the punctuation dawg. Continuing there is the only option.
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struct DawgPosition {
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DawgPosition()
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: dawg_index(-1), dawg_ref(NO_EDGE), punc_ref(NO_EDGE),
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back_to_punc(false) {}
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DawgPosition(int dawg_idx, EDGE_REF dawgref,
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int punc_idx, EDGE_REF puncref,
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bool backtopunc)
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: dawg_index(dawg_idx), dawg_ref(dawgref),
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punc_index(punc_idx), punc_ref(puncref),
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back_to_punc(backtopunc) {
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}
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bool operator==(const DawgPosition &other) {
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return dawg_index == other.dawg_index &&
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dawg_ref == other.dawg_ref &&
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punc_index == other.punc_index &&
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punc_ref == other.punc_ref &&
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back_to_punc == other.back_to_punc;
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}
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inT8 dawg_index;
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EDGE_REF dawg_ref;
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inT8 punc_index;
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EDGE_REF punc_ref;
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// Have we returned to the punc dawg at the end of the word?
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bool back_to_punc;
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};
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class DawgPositionVector : public GenericVector<DawgPosition> {
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public:
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/// Overload clear() in order to avoid allocating/deallocating memory
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/// when clearing the vector and re-inserting entries into it later.
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void clear() { size_used_ = 0; }
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/// Adds an entry for the given dawg_index with the given node to the vec.
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/// Returns false if the same entry already exists in the vector,
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/// true otherwise.
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inline bool add_unique(const DawgPosition &new_pos,
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bool debug,
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const char *debug_msg) {
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for (int i = 0; i < size_used_; ++i) {
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if (data_[i] == new_pos) return false;
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}
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push_back(new_pos);
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if (debug) {
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tprintf("%s[%d, " REFFORMAT "] [punc: " REFFORMAT "%s]\n",
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debug_msg, new_pos.dawg_index, new_pos.dawg_ref,
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new_pos.punc_ref, new_pos.back_to_punc ? " returned" : "");
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}
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return true;
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}
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};
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//
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/// Concrete class that can operate on a compacted (squished) Dawg (read,
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/// search and write to file). This class is read-only in the sense that
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/// new words can not be added to an instance of SquishedDawg.
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/// The underlying representation of the nodes and edges in SquishedDawg
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/// is stored as a contiguous EDGE_ARRAY (read from file or given as an
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/// argument to the constructor).
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//
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class SquishedDawg : public Dawg {
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public:
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SquishedDawg(DawgType type, const STRING &lang, PermuterType perm,
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int debug_level)
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: Dawg(type, lang, perm, debug_level) {}
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SquishedDawg(const char *filename, DawgType type, const STRING &lang,
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PermuterType perm, int debug_level)
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: Dawg(type, lang, perm, debug_level) {
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TFile file;
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ASSERT_HOST(file.Open(filename, nullptr));
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ASSERT_HOST(read_squished_dawg(&file));
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num_forward_edges_in_node0 = num_forward_edges(0);
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}
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SquishedDawg(EDGE_ARRAY edges, int num_edges, DawgType type,
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const STRING &lang, PermuterType perm, int unicharset_size,
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int debug_level)
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: Dawg(type, lang, perm, debug_level),
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edges_(edges),
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num_edges_(num_edges) {
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init(unicharset_size);
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num_forward_edges_in_node0 = num_forward_edges(0);
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if (debug_level > 3) print_all("SquishedDawg:");
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}
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virtual ~SquishedDawg();
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// Loads using the given TFile. Returns false on failure.
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bool Load(TFile *fp) {
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if (!read_squished_dawg(fp)) return false;
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num_forward_edges_in_node0 = num_forward_edges(0);
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return true;
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|
}
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|
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int NumEdges() { return num_edges_; }
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|
|
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/// Returns the edge that corresponds to the letter out of this node.
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|
EDGE_REF edge_char_of(NODE_REF node, UNICHAR_ID unichar_id,
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|
bool word_end) const;
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|
|
|
/// Fills the given NodeChildVector with all the unichar ids (and the
|
|
/// corresponding EDGE_REFs) for which there is an edge out of this node.
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|
void unichar_ids_of(NODE_REF node, NodeChildVector *vec,
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|
bool word_end) const {
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|
EDGE_REF edge = node;
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|
if (!edge_occupied(edge) || edge == NO_EDGE) return;
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|
assert(forward_edge(edge)); // we don't expect any backward edges to
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|
do { // be present when this function is called
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|
if (!word_end || end_of_word_from_edge_rec(edges_[edge])) {
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|
vec->push_back(NodeChild(unichar_id_from_edge_rec(edges_[edge]), edge));
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|
}
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|
} while (!last_edge(edge++));
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|
}
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|
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|
/// Returns the next node visited by following the edge
|
|
/// indicated by the given EDGE_REF.
|
|
NODE_REF next_node(EDGE_REF edge) const {
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|
return next_node_from_edge_rec((edges_[edge]));
|
|
}
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|
|
|
/// Returns true if the edge indicated by the given EDGE_REF
|
|
/// marks the end of a word.
|
|
bool end_of_word(EDGE_REF edge_ref) const {
|
|
return end_of_word_from_edge_rec((edges_[edge_ref]));
|
|
}
|
|
|
|
/// Returns UNICHAR_ID stored in the edge indicated by the given EDGE_REF.
|
|
UNICHAR_ID edge_letter(EDGE_REF edge_ref) const {
|
|
return unichar_id_from_edge_rec((edges_[edge_ref]));
|
|
}
|
|
|
|
/// Prints the contents of the node indicated by the given NODE_REF.
|
|
/// At most max_num_edges will be printed.
|
|
void print_node(NODE_REF node, int max_num_edges) const;
|
|
|
|
/// Writes the squished/reduced Dawg to a file.
|
|
bool write_squished_dawg(TFile *file);
|
|
|
|
/// Opens the file with the given filename and writes the
|
|
/// squished/reduced Dawg to the file.
|
|
bool write_squished_dawg(const char *filename) {
|
|
TFile file;
|
|
file.OpenWrite(nullptr);
|
|
if (!this->write_squished_dawg(&file)) {
|
|
tprintf("Error serializing %s\n", filename);
|
|
return false;
|
|
}
|
|
if (!file.CloseWrite(filename, nullptr)) {
|
|
tprintf("Error writing file %s\n", filename);
|
|
return false;
|
|
}
|
|
return true;
|
|
}
|
|
|
|
private:
|
|
/// Sets the next node link for this edge.
|
|
inline void set_next_node(EDGE_REF edge_ref, EDGE_REF value) {
|
|
set_next_node_in_edge_rec(&(edges_[edge_ref]), value);
|
|
}
|
|
/// Sets the edge to be empty.
|
|
inline void set_empty_edge(EDGE_REF edge_ref) {
|
|
(edges_[edge_ref] = next_node_mask_);
|
|
}
|
|
/// Goes through all the edges and clears each one out.
|
|
inline void clear_all_edges() {
|
|
for (int edge = 0; edge < num_edges_; edge++) set_empty_edge(edge);
|
|
}
|
|
/// Clears the last flag of this edge.
|
|
inline void clear_marker_flag(EDGE_REF edge_ref) {
|
|
(edges_[edge_ref] &= ~(MARKER_FLAG << flag_start_bit_));
|
|
}
|
|
/// Returns true if this edge is in the forward direction.
|
|
inline bool forward_edge(EDGE_REF edge_ref) const {
|
|
return (edge_occupied(edge_ref) &&
|
|
(FORWARD_EDGE == direction_from_edge_rec(edges_[edge_ref])));
|
|
}
|
|
/// Returns true if this edge is in the backward direction.
|
|
inline bool backward_edge(EDGE_REF edge_ref) const {
|
|
return (edge_occupied(edge_ref) &&
|
|
(BACKWARD_EDGE == direction_from_edge_rec(edges_[edge_ref])));
|
|
}
|
|
/// Returns true if the edge spot in this location is occupied.
|
|
inline bool edge_occupied(EDGE_REF edge_ref) const {
|
|
return (edges_[edge_ref] != next_node_mask_);
|
|
}
|
|
/// Returns true if this edge is the last edge in a sequence.
|
|
inline bool last_edge(EDGE_REF edge_ref) const {
|
|
return (edges_[edge_ref] & (MARKER_FLAG << flag_start_bit_)) != 0;
|
|
}
|
|
|
|
/// Counts and returns the number of forward edges in this node.
|
|
inT32 num_forward_edges(NODE_REF node) const;
|
|
|
|
/// Reads SquishedDawg from a file.
|
|
bool read_squished_dawg(TFile *file);
|
|
|
|
/// Prints the contents of an edge indicated by the given EDGE_REF.
|
|
void print_edge(EDGE_REF edge) const;
|
|
|
|
/// Prints the contents of the SquishedDawg.
|
|
void print_all(const char* msg) {
|
|
tprintf("\n__________________________\n%s\n", msg);
|
|
for (int i = 0; i < num_edges_; ++i) print_edge(i);
|
|
tprintf("__________________________\n");
|
|
}
|
|
/// Constructs a mapping from the memory node indices to disk node indices.
|
|
std::unique_ptr<EDGE_REF[]> build_node_map(inT32 *num_nodes) const;
|
|
|
|
// Member variables.
|
|
EDGE_ARRAY edges_;
|
|
inT32 num_edges_;
|
|
int num_forward_edges_in_node0;
|
|
};
|
|
|
|
} // namespace tesseract
|
|
|
|
#endif // DICT_DAWG_H_
|