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443 lines
18 KiB
C++
443 lines
18 KiB
C++
/*
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* Copyright (C) 2009 The Android Open Source Project
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*
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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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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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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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#ifndef PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__
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#define PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__
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#include <stdlib.h>
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#include "./atomdictbase.h"
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#include "./dicttrie.h"
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#include "./searchutility.h"
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#include "./spellingtrie.h"
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#include "./splparser.h"
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namespace ime_pinyin {
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static const unsigned kMaxRowNum = kMaxSearchSteps;
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typedef struct {
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// MileStoneHandle objects for the system and user dictionaries.
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MileStoneHandle dict_handles[2];
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// From which DMI node. -1 means it's from root.
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PoolPosType dmi_fr;
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// The spelling id for the Pinyin string from the previous DMI to this node.
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// If it is a half id like Shengmu, the node pointed by dict_node is the first
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// node with this Shengmu,
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uint16 spl_id;
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// What's the level of the dict node. Level of root is 0, but root is never
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// recorded by dict_node.
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unsigned char dict_level : 7;
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// If this node is for composing phrase, this bit is 1.
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unsigned char c_phrase : 1;
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// Whether the spl_id is parsed with a split character at the end.
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unsigned char splid_end_split : 1;
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// What's the length of the spelling string for this match, for the whole
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// word.
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unsigned char splstr_len : 7;
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// Used to indicate whether all spelling ids from the root are full spelling
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// ids. This information is useful for keymapping mode(not finished). Because
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// in this mode, there is no clear boundaries, we prefer those results which
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// have full spelling ids.
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unsigned char all_full_id : 1;
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} DictMatchInfo, *PDictMatchInfo;
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typedef struct MatrixNode {
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LemmaIdType id;
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float score;
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MatrixNode* from;
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// From which DMI node. Used to trace the spelling segmentation.
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PoolPosType dmi_fr;
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uint16 step;
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} MatrixNode, *PMatrixNode;
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typedef struct {
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// The MatrixNode position in the matrix pool
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PoolPosType mtrx_nd_pos;
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// The DictMatchInfo position in the DictMatchInfo pool.
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PoolPosType dmi_pos;
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uint16 mtrx_nd_num;
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uint16 dmi_num : 15;
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// Used to indicate whether there are dmi nodes in this step with full
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// spelling id. This information is used to decide whether a substring of a
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// valid Pinyin should be extended.
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//
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// Example1: shoudao
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// When the last char 'o' is added, the parser will find "dao" is a valid
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// Pinyin, and because all dmi nodes at location 'd' (including those for
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// "shoud", and those for "d") have Shengmu id only, so it is not necessary
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// to extend "ao", otherwise the result may be "shoud ao", that is not
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// reasonable.
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//
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// Example2: hengao
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// When the last 'o' is added, the parser finds "gao" is a valid Pinyin.
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// Because some dmi nodes at 'g' has Shengmu ids (hen'g and g), but some dmi
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// nodes at 'g' has full ids ('heng'), so it is necessary to extend "ao", thus
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// "heng ao" can also be the result.
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//
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// Similarly, "ganga" is expanded to "gang a".
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//
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// For Pinyin string "xian", because "xian" is a valid Pinyin, because all dmi
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// nodes at 'x' only have Shengmu ids, the parser will not try "x ian" (and it
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// is not valid either). If the parser uses break in the loop, the result
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// always be "xian"; but if the parser uses continue in the loop, "xi an" will
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// also be tried. This behaviour can be set via the function
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// set_xi_an_switch().
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uint16 dmi_has_full_id : 1;
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// Points to a MatrixNode of the current step to indicate which choice the
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// user selects.
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MatrixNode* mtrx_nd_fixed;
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} MatrixRow, *PMatrixRow;
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// When user inputs and selects candidates, the fixed lemma ids are stored in
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// lma_id_ of class MatrixSearch, and fixed_lmas_ is used to indicate how many
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// lemmas from the beginning are fixed. If user deletes Pinyin characters one
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// by one from the end, these fixed lemmas can be unlocked one by one when
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// necessary. Whenever user deletes a Chinese character and its spelling string
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// in these fixed lemmas, all fixed lemmas will be merged together into a unit
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// named ComposingPhrase with a lemma id kLemmaIdComposing, and this composing
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// phrase will be the first lemma in the sentence. Because it contains some
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// modified lemmas (by deleting a character), these merged lemmas are called
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// sub lemmas (sublma), and each of them are represented individually, so that
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// when user deletes Pinyin characters from the end, these sub lemmas can also
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// be unlocked one by one.
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typedef struct {
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uint16 spl_ids[kMaxRowNum];
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uint16 spl_start[kMaxRowNum];
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char16 chn_str[kMaxRowNum]; // Chinese string.
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uint16 sublma_start[kMaxRowNum]; // Counted in Chinese characters.
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unsigned sublma_num;
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uint16 length; // Counted in Chinese characters.
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} ComposingPhrase, *TComposingPhrase;
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class MatrixSearch {
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private:
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// If it is true, prediction list by string whose length is greater than 1
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// will be limited to a reasonable number.
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static const bool kPredictLimitGt1 = false;
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// If it is true, the engine will prefer long history based prediction,
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// for example, when user inputs "BeiJing", we prefer "DaXue", etc., which are
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// based on the two-character history.
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static const bool kPreferLongHistoryPredict = true;
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// If it is true, prediction will only be based on user dictionary. this flag
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// is for debug purpose.
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static const bool kOnlyUserDictPredict = false;
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// The maximum buffer to store LmaPsbItems.
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static const unsigned kMaxLmaPsbItems = 1450;
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// How many rows for each step.
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static const unsigned kMaxNodeARow = 5;
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// The maximum length of the sentence candidates counted in chinese
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// characters
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static const unsigned kMaxSentenceLength = 16;
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// The size of the matrix node pool.
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static const unsigned kMtrxNdPoolSize = 200;
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// The size of the DMI node pool.
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static const unsigned kDmiPoolSize = 800;
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// Used to indicate whether this object has been initialized.
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bool inited_;
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// Spelling trie.
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const SpellingTrie* spl_trie_;
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// Used to indicate this switcher status: when "xian" is parseed, should
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// "xi an" also be extended. Default is false.
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// These cases include: xia, xian, xiang, zhuan, jiang..., etc. The string
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// should be valid for a FULL spelling, or a combination of two spellings,
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// first of which is a FULL id too. So even it is true, "da" will never be
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// split into "d a", because "d" is not a full spelling id.
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bool xi_an_enabled_;
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// System dictionary.
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DictTrie* dict_trie_;
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// Spelling parser.
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SpellingParser* spl_parser_;
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// The maximum allowed length of spelling string (such as a Pinyin string).
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unsigned max_sps_len_;
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// The maximum allowed length of a result Chinese string.
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unsigned max_hzs_len_;
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// Pinyin string. Max length: kMaxRowNum - 1
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char pys_[kMaxRowNum];
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// The length of the string that has been decoded successfully.
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unsigned pys_decoded_len_;
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// Shared buffer for multiple purposes.
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unsigned* share_buf_;
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MatrixNode* mtrx_nd_pool_;
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PoolPosType mtrx_nd_pool_used_; // How many nodes used in the pool
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DictMatchInfo* dmi_pool_;
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PoolPosType dmi_pool_used_; // How many items used in the pool
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MatrixRow* matrix_; // The first row is for starting
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DictExtPara* dep_; // Parameter used to extend DMI nodes.
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NPredictItem* npre_items_; // Used to do prediction
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unsigned npre_items_len_;
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// The starting positions and lemma ids for the full sentence candidate.
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unsigned lma_id_num_;
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uint16 lma_start_[kMaxRowNum]; // Counted in spelling ids.
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LemmaIdType lma_id_[kMaxRowNum];
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unsigned fixed_lmas_;
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// If fixed_lmas_ is bigger than i, Element i is used to indicate whether
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// the i'th lemma id in lma_id_ is the first candidate for that step.
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// If all candidates are the first one for that step, the whole string can be
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// decoded by the engine automatically, so no need to add it to user
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// dictionary. (We are considering to add it to user dictionary in the
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// future).
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uint8 fixed_lmas_no1_[kMaxRowNum];
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// Composing phrase
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ComposingPhrase c_phrase_;
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// If dmi_c_phrase_ is true, the decoder will try to match the
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// composing phrase (And definitely it will match successfully). If it
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// is false, the decoder will try to match lemmas items in dictionaries.
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bool dmi_c_phrase_;
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// The starting positions and spelling ids for the first full sentence
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// candidate.
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unsigned spl_id_num_; // Number of splling ids
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uint16 spl_start_[kMaxRowNum]; // Starting positions
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uint16 spl_id_[kMaxRowNum]; // Spelling ids
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// Used to remember the last fixed position, counted in Hanzi.
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unsigned fixed_hzs_;
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// Lemma Items with possibility score, two purposes:
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// 1. In Viterbi decoding, this buffer is used to get all possible candidates
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// for current step;
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// 2. When the search is done, this buffer is used to get candiates from the
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// first un-fixed step and show them to the user.
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LmaPsbItem lpi_items_[kMaxLmaPsbItems];
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unsigned lpi_total_;
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// Assign the pointers with NULL. The caller makes sure that all pointers are
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// not valid before calling it. This function only will be called in the
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// construction function and free_resource().
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void reset_pointers_to_null();
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bool alloc_resource();
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void free_resource();
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// Reset the search space totally.
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bool reset_search0();
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// Reset the search space from ch_pos step. For example, if the original
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// input Pinyin is "an", reset_search(1) will reset the search space to the
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// result of "a". If the given position is out of range, return false.
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// if clear_fixed_this_step is true, and the ch_pos step is a fixed step,
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// clear its fixed status. if clear_dmi_his_step is true, clear the DMI nodes.
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// If clear_mtrx_this_sTep is true, clear the mtrx nodes of this step.
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// The DMI nodes will be kept.
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//
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// Note: this function should not destroy content of pys_.
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bool reset_search(unsigned ch_pos, bool clear_fixed_this_step, bool clear_dmi_this_step,
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bool clear_mtrx_this_step);
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// Delete a part of the content in pys_.
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void del_in_pys(unsigned start, unsigned len);
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// Delete a spelling id and its corresponding Chinese character, and merge
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// the fixed lemmas into the composing phrase.
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// del_spl_pos indicates which spelling id needs to be delete.
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// This function will update the lemma and spelling segmentation information.
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// The caller guarantees that fixed_lmas_ > 0 and del_spl_pos is within
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// the fixed lemmas.
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void merge_fixed_lmas(unsigned del_spl_pos);
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// Get spelling start posistions and ids. The result will be stored in
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// spl_id_num_, spl_start_[], spl_id_[].
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// fixed_hzs_ will be also assigned.
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void get_spl_start_id();
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// Get all lemma ids with match the given spelling id stream(shorter than the
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// maximum length of a word).
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// If pfullsent is not NULL, means the full sentence candidate may be the
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// same with the coming lemma string, if so, remove that lemma.
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// The result is sorted in descendant order by the frequency score.
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unsigned get_lpis(const uint16* splid_str, unsigned splid_str_len, LmaPsbItem* lma_buf,
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unsigned max_lma_buf, const char16* pfullsent, bool sort_by_psb);
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uint16 get_lemma_str(LemmaIdType id_lemma, char16* str_buf, uint16 str_max);
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uint16 get_lemma_splids(LemmaIdType id_lemma, uint16* splids, uint16 splids_max, bool arg_valid);
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// Extend a DMI node with a spelling id. ext_len is the length of the rows
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// to extend, actually, it is the size of the spelling string of splid.
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// return value can be 1 or 0.
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// 1 means a new DMI is filled in (dmi_pool_used_ is the next blank DMI in
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// the pool).
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// 0 means either the dmi node can not be extended with splid, or the splid
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// is a Shengmu id, which is only used to get lpi_items, or the result node
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// in DictTrie has no son, it is not nccessary to keep the new DMI.
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//
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// This function modifies the content of lpi_items_ and lpi_total_.
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// lpi_items_ is used to get the LmaPsbItem list, lpi_total_ returns the size.
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// The function's returned value has no relation with the value of lpi_num.
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//
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// If dmi == NULL, this function will extend the root node of DictTrie
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//
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// This function will not change dmi_nd_pool_used_. Please change it after
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// calling this function if necessary.
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//
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// The caller should guarantees that NULL != dep.
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unsigned extend_dmi(DictExtPara* dep, DictMatchInfo* dmi_s);
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// Extend dmi for the composing phrase.
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unsigned extend_dmi_c(DictExtPara* dep, DictMatchInfo* dmi_s);
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// Extend a MatrixNode with the give LmaPsbItem list.
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// res_row is the destination row number.
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// This function does not change mtrx_nd_pool_used_. Please change it after
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// calling this function if necessary.
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// return 0 always.
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unsigned extend_mtrx_nd(MatrixNode* mtrx_nd, LmaPsbItem lpi_items[], unsigned lpi_num,
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PoolPosType dmi_fr, unsigned res_row);
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// Try to find a dmi node at step_to position, and the found dmi node should
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// match the given spelling id strings.
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PoolPosType match_dmi(unsigned step_to, uint16 spl_ids[], uint16 spl_id_num);
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bool add_char(char ch);
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bool prepare_add_char(char ch);
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// Called after prepare_add_char, so the input char has been saved.
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bool add_char_qwerty();
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// Prepare candidates from the last fixed hanzi position.
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void prepare_candidates();
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// Is the character in step pos a splitter character?
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// The caller guarantees that the position is valid.
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bool is_split_at(uint16 pos);
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void fill_dmi(DictMatchInfo* dmi, MileStoneHandle* handles, PoolPosType dmi_fr, uint16 spl_id,
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uint16 node_num, unsigned char dict_level, bool splid_end_split,
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unsigned char splstr_len, unsigned char all_full_id);
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unsigned inner_predict(const char16 fixed_scis_ids[], uint16 scis_num,
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char16 predict_buf[][kMaxPredictSize + 1], unsigned buf_len);
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// Add the first candidate to the user dictionary.
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bool try_add_cand0_to_userdict();
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// Add a user lemma to the user dictionary. This lemma is a subset of
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// candidate 0. lma_from is from which lemma in lma_ids_, lma_num is the
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// number of lemmas to be combined together as a new lemma. The caller
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// gurantees that the combined new lemma's length is less or equal to
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// kMaxLemmaSize.
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bool add_lma_to_userdict(uint16 lma_from, uint16 lma_num, float score);
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// Update dictionary frequencies.
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void update_dict_freq();
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void debug_print_dmi(PoolPosType dmi_pos, uint16 nest_level);
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public:
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MatrixSearch();
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~MatrixSearch();
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bool init(const char* fn_sys_dict, const char* fn_usr_dict);
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bool init_fd(int sys_fd, long start_offset, long length, const char* fn_usr_dict);
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void set_max_lens(unsigned max_sps_len, unsigned max_hzs_len);
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void close();
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void flush_cache();
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void set_xi_an_switch(bool xi_an_enabled);
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bool get_xi_an_switch();
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// Reset the search space. Equivalent to reset_search(0).
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// If inited, always return true;
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bool reset_search();
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// Search a Pinyin string.
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// Return value is the position successfully parsed.
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unsigned search(const char* py, unsigned py_len);
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// Used to delete something in the Pinyin string kept by the engine, and do
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// a re-search.
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// Return value is the new length of Pinyin string kept by the engine which
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// is parsed successfully.
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// If is_pos_in_splid is false, pos is used to indicate that pos-th Pinyin
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// character needs to be deleted. If is_pos_in_splid is true, all Pinyin
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// characters for pos-th spelling id needs to be deleted.
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// If the deleted character(s) is just after a fixed lemma or sub lemma in
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// composing phrase, clear_fixed_this_step indicates whether we needs to
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// unlock the last fixed lemma or sub lemma.
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// If is_pos_in_splid is false, and pos-th character is in the range for the
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// fixed lemmas or composing string, this function will do nothing and just
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// return the result of the previous search.
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unsigned delsearch(unsigned pos, bool is_pos_in_splid, bool clear_fixed_this_step);
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// Get the number of candiates, called after search().
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unsigned get_candidate_num();
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// Get the Pinyin string stored by the engine.
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// *decoded_len returns the length of the successfully decoded string.
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const char* get_pystr(unsigned* decoded_len);
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// Get the spelling boundaries for the first sentence candidate.
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// Number of spellings will be returned. The number of valid elements in
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// spl_start is one more than the return value because the last one is used
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// to indicate the beginning of the next un-input speling.
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// For a Pinyin "women", the returned value is 2, spl_start is [0, 2, 5] .
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unsigned get_spl_start(const uint16*& spl_start);
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// Get one candiate string. If full sentence candidate is available, it will
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// be the first one.
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char16* get_candidate(unsigned cand_id, char16* cand_str, unsigned max_len);
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// Get the first candiate, which is a "full sentence".
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// retstr_len is not NULL, it will be used to return the string length.
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// If only_unfixed is true, only unfixed part will be fetched.
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char16* get_candidate0(char16* cand_str, unsigned max_len, uint16* retstr_len, bool only_unfixed);
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// Choose a candidate. The decoder will do a search after the fixed position.
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unsigned choose(unsigned cand_id);
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// Cancel the last choosing operation, and return the new number of choices.
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unsigned cancel_last_choice();
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// Get the length of fixed Hanzis.
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unsigned get_fixedlen();
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unsigned get_predicts(const char16 fixed_buf[], char16 predict_buf[][kMaxPredictSize + 1],
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unsigned buf_len);
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};
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} // namespace ime_pinyin
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#endif // PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__
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