/src/im/gpinyin/include/matrixsearch.h
http://ftk.googlecode.com/ · C++ Header · 456 lines · 152 code · 85 blank · 219 comment · 0 complexity · c0d25ecd3e7b3b40d36f859f8d8dc6e1 MD5 · raw file
- /*
- * Copyright (C) 2009 The Android Open Source Project
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
- #ifndef PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__
- #define PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__
- #include <stdlib.h>
- #include "./atomdictbase.h"
- #include "./dicttrie.h"
- #include "./searchutility.h"
- #include "./spellingtrie.h"
- #include "./splparser.h"
- namespace ime_pinyin {
- static const unsigned kMaxRowNum = kMaxSearchSteps;
- typedef struct {
- // MileStoneHandle objects for the system and user dictionaries.
- MileStoneHandle dict_handles[2];
- // From which DMI node. -1 means it's from root.
- PoolPosType dmi_fr;
- // The spelling id for the Pinyin string from the previous DMI to this node.
- // If it is a half id like Shengmu, the node pointed by dict_node is the first
- // node with this Shengmu,
- uint16 spl_id;
- // What's the level of the dict node. Level of root is 0, but root is never
- // recorded by dict_node.
- unsigned char dict_level:7;
- // If this node is for composing phrase, this bit is 1.
- unsigned char c_phrase:1;
- // Whether the spl_id is parsed with a split character at the end.
- unsigned char splid_end_split:1;
- // What's the length of the spelling string for this match, for the whole
- // word.
- unsigned char splstr_len:7;
- // Used to indicate whether all spelling ids from the root are full spelling
- // ids. This information is useful for keymapping mode(not finished). Because
- // in this mode, there is no clear boundaries, we prefer those results which
- // have full spelling ids.
- unsigned char all_full_id:1;
- } DictMatchInfo, *PDictMatchInfo;
- typedef struct MatrixNode {
- LemmaIdType id;
- float score;
- MatrixNode *from;
- // From which DMI node. Used to trace the spelling segmentation.
- PoolPosType dmi_fr;
- uint16 step;
- } MatrixNode, *PMatrixNode;
- typedef struct {
- // The MatrixNode position in the matrix pool
- PoolPosType mtrx_nd_pos;
- // The DictMatchInfo position in the DictMatchInfo pool.
- PoolPosType dmi_pos;
- uint16 mtrx_nd_num;
- uint16 dmi_num:15;
- // Used to indicate whether there are dmi nodes in this step with full
- // spelling id. This information is used to decide whether a substring of a
- // valid Pinyin should be extended.
- //
- // Example1: shoudao
- // When the last char 'o' is added, the parser will find "dao" is a valid
- // Pinyin, and because all dmi nodes at location 'd' (including those for
- // "shoud", and those for "d") have Shengmu id only, so it is not necessary
- // to extend "ao", otherwise the result may be "shoud ao", that is not
- // reasonable.
- //
- // Example2: hengao
- // When the last 'o' is added, the parser finds "gao" is a valid Pinyin.
- // Because some dmi nodes at 'g' has Shengmu ids (hen'g and g), but some dmi
- // nodes at 'g' has full ids ('heng'), so it is necessary to extend "ao", thus
- // "heng ao" can also be the result.
- //
- // Similarly, "ganga" is expanded to "gang a".
- //
- // For Pinyin string "xian", because "xian" is a valid Pinyin, because all dmi
- // nodes at 'x' only have Shengmu ids, the parser will not try "x ian" (and it
- // is not valid either). If the parser uses break in the loop, the result
- // always be "xian"; but if the parser uses continue in the loop, "xi an" will
- // also be tried. This behaviour can be set via the function
- // set_xi_an_switch().
- uint16 dmi_has_full_id:1;
- // Points to a MatrixNode of the current step to indicate which choice the
- // user selects.
- MatrixNode *mtrx_nd_fixed;
- } MatrixRow, *PMatrixRow;
- // When user inputs and selects candidates, the fixed lemma ids are stored in
- // lma_id_ of class MatrixSearch, and fixed_lmas_ is used to indicate how many
- // lemmas from the beginning are fixed. If user deletes Pinyin characters one
- // by one from the end, these fixed lemmas can be unlocked one by one when
- // necessary. Whenever user deletes a Chinese character and its spelling string
- // in these fixed lemmas, all fixed lemmas will be merged together into a unit
- // named ComposingPhrase with a lemma id kLemmaIdComposing, and this composing
- // phrase will be the first lemma in the sentence. Because it contains some
- // modified lemmas (by deleting a character), these merged lemmas are called
- // sub lemmas (sublma), and each of them are represented individually, so that
- // when user deletes Pinyin characters from the end, these sub lemmas can also
- // be unlocked one by one.
- typedef struct {
- uint16 spl_ids[kMaxRowNum];
- uint16 spl_start[kMaxRowNum];
- char16 chn_str[kMaxRowNum]; // Chinese string.
- uint16 sublma_start[kMaxRowNum]; // Counted in Chinese characters.
- unsigned sublma_num;
- uint16 length; // Counted in Chinese characters.
- } ComposingPhrase, *TComposingPhrase;
- class MatrixSearch {
- private:
- // If it is true, prediction list by string whose length is greater than 1
- // will be limited to a reasonable number.
- static const bool kPredictLimitGt1 = false;
- // If it is true, the engine will prefer long history based prediction,
- // for example, when user inputs "BeiJing", we prefer "DaXue", etc., which are
- // based on the two-character history.
- static const bool kPreferLongHistoryPredict = true;
- // If it is true, prediction will only be based on user dictionary. this flag
- // is for debug purpose.
- static const bool kOnlyUserDictPredict = false;
- // The maximum buffer to store LmaPsbItems.
- static const unsigned kMaxLmaPsbItems = 1450;
- // How many rows for each step.
- static const unsigned kMaxNodeARow = 5;
- // The maximum length of the sentence candidates counted in chinese
- // characters
- static const unsigned kMaxSentenceLength = 16;
- // The size of the matrix node pool.
- static const unsigned kMtrxNdPoolSize = 200;
- // The size of the DMI node pool.
- static const unsigned kDmiPoolSize = 800;
- // Used to indicate whether this object has been initialized.
- bool inited_;
- // Spelling trie.
- const SpellingTrie *spl_trie_;
- // Used to indicate this switcher status: when "xian" is parseed, should
- // "xi an" also be extended. Default is false.
- // These cases include: xia, xian, xiang, zhuan, jiang..., etc. The string
- // should be valid for a FULL spelling, or a combination of two spellings,
- // first of which is a FULL id too. So even it is true, "da" will never be
- // split into "d a", because "d" is not a full spelling id.
- bool xi_an_enabled_;
- // System dictionary.
- DictTrie* dict_trie_;
- // User dictionary.
- AtomDictBase* user_dict_;
- // Spelling parser.
- SpellingParser* spl_parser_;
- // The maximum allowed length of spelling string (such as a Pinyin string).
- unsigned max_sps_len_;
- // The maximum allowed length of a result Chinese string.
- unsigned max_hzs_len_;
- // Pinyin string. Max length: kMaxRowNum - 1
- char pys_[kMaxRowNum];
- // The length of the string that has been decoded successfully.
- unsigned pys_decoded_len_;
- // Shared buffer for multiple purposes.
- unsigned *share_buf_;
- MatrixNode *mtrx_nd_pool_;
- PoolPosType mtrx_nd_pool_used_; // How many nodes used in the pool
- DictMatchInfo *dmi_pool_;
- PoolPosType dmi_pool_used_; // How many items used in the pool
- MatrixRow *matrix_; // The first row is for starting
- DictExtPara *dep_; // Parameter used to extend DMI nodes.
- NPredictItem *npre_items_; // Used to do prediction
- unsigned npre_items_len_;
- // The starting positions and lemma ids for the full sentence candidate.
- unsigned lma_id_num_;
- uint16 lma_start_[kMaxRowNum]; // Counted in spelling ids.
- LemmaIdType lma_id_[kMaxRowNum];
- unsigned fixed_lmas_;
- // If fixed_lmas_ is bigger than i, Element i is used to indicate whether
- // the i'th lemma id in lma_id_ is the first candidate for that step.
- // If all candidates are the first one for that step, the whole string can be
- // decoded by the engine automatically, so no need to add it to user
- // dictionary. (We are considering to add it to user dictionary in the
- // future).
- uint8 fixed_lmas_no1_[kMaxRowNum];
- // Composing phrase
- ComposingPhrase c_phrase_;
- // If dmi_c_phrase_ is true, the decoder will try to match the
- // composing phrase (And definitely it will match successfully). If it
- // is false, the decoder will try to match lemmas items in dictionaries.
- bool dmi_c_phrase_;
- // The starting positions and spelling ids for the first full sentence
- // candidate.
- unsigned spl_id_num_; // Number of splling ids
- uint16 spl_start_[kMaxRowNum]; // Starting positions
- uint16 spl_id_[kMaxRowNum]; // Spelling ids
- // Used to remember the last fixed position, counted in Hanzi.
- unsigned fixed_hzs_;
- // Lemma Items with possibility score, two purposes:
- // 1. In Viterbi decoding, this buffer is used to get all possible candidates
- // for current step;
- // 2. When the search is done, this buffer is used to get candiates from the
- // first un-fixed step and show them to the user.
- LmaPsbItem lpi_items_[kMaxLmaPsbItems];
- unsigned lpi_total_;
- // Assign the pointers with NULL. The caller makes sure that all pointers are
- // not valid before calling it. This function only will be called in the
- // construction function and free_resource().
- void reset_pointers_to_null();
- bool alloc_resource();
- void free_resource();
- // Reset the search space totally.
- bool reset_search0();
- // Reset the search space from ch_pos step. For example, if the original
- // input Pinyin is "an", reset_search(1) will reset the search space to the
- // result of "a". If the given position is out of range, return false.
- // if clear_fixed_this_step is true, and the ch_pos step is a fixed step,
- // clear its fixed status. if clear_dmi_his_step is true, clear the DMI nodes.
- // If clear_mtrx_this_sTep is true, clear the mtrx nodes of this step.
- // The DMI nodes will be kept.
- //
- // Note: this function should not destroy content of pys_.
- bool reset_search(unsigned ch_pos, bool clear_fixed_this_step,
- bool clear_dmi_this_step, bool clear_mtrx_this_step);
- // Delete a part of the content in pys_.
- void del_in_pys(unsigned start, unsigned len);
- // Delete a spelling id and its corresponding Chinese character, and merge
- // the fixed lemmas into the composing phrase.
- // del_spl_pos indicates which spelling id needs to be delete.
- // This function will update the lemma and spelling segmentation information.
- // The caller guarantees that fixed_lmas_ > 0 and del_spl_pos is within
- // the fixed lemmas.
- void merge_fixed_lmas(unsigned del_spl_pos);
- // Get spelling start posistions and ids. The result will be stored in
- // spl_id_num_, spl_start_[], spl_id_[].
- // fixed_hzs_ will be also assigned.
- void get_spl_start_id();
- // Get all lemma ids with match the given spelling id stream(shorter than the
- // maximum length of a word).
- // If pfullsent is not NULL, means the full sentence candidate may be the
- // same with the coming lemma string, if so, remove that lemma.
- // The result is sorted in descendant order by the frequency score.
- unsigned get_lpis(const uint16* splid_str, unsigned splid_str_len,
- LmaPsbItem* lma_buf, unsigned max_lma_buf,
- const char16 *pfullsent, bool sort_by_psb);
- uint16 get_lemma_str(LemmaIdType id_lemma, char16 *str_buf, uint16 str_max);
- uint16 get_lemma_splids(LemmaIdType id_lemma, uint16 *splids,
- uint16 splids_max, bool arg_valid);
- // Extend a DMI node with a spelling id. ext_len is the length of the rows
- // to extend, actually, it is the size of the spelling string of splid.
- // return value can be 1 or 0.
- // 1 means a new DMI is filled in (dmi_pool_used_ is the next blank DMI in
- // the pool).
- // 0 means either the dmi node can not be extended with splid, or the splid
- // is a Shengmu id, which is only used to get lpi_items, or the result node
- // in DictTrie has no son, it is not nccessary to keep the new DMI.
- //
- // This function modifies the content of lpi_items_ and lpi_total_.
- // lpi_items_ is used to get the LmaPsbItem list, lpi_total_ returns the size.
- // The function's returned value has no relation with the value of lpi_num.
- //
- // If dmi == NULL, this function will extend the root node of DictTrie
- //
- // This function will not change dmi_nd_pool_used_. Please change it after
- // calling this function if necessary.
- //
- // The caller should guarantees that NULL != dep.
- unsigned extend_dmi(DictExtPara *dep, DictMatchInfo *dmi_s);
- // Extend dmi for the composing phrase.
- unsigned extend_dmi_c(DictExtPara *dep, DictMatchInfo *dmi_s);
- // Extend a MatrixNode with the give LmaPsbItem list.
- // res_row is the destination row number.
- // This function does not change mtrx_nd_pool_used_. Please change it after
- // calling this function if necessary.
- // return 0 always.
- unsigned extend_mtrx_nd(MatrixNode *mtrx_nd, LmaPsbItem lpi_items[],
- unsigned lpi_num, PoolPosType dmi_fr, unsigned res_row);
- // Try to find a dmi node at step_to position, and the found dmi node should
- // match the given spelling id strings.
- PoolPosType match_dmi(unsigned step_to, uint16 spl_ids[], uint16 spl_id_num);
- bool add_char(char ch);
- bool prepare_add_char(char ch);
- // Called after prepare_add_char, so the input char has been saved.
- bool add_char_qwerty();
- // Prepare candidates from the last fixed hanzi position.
- void prepare_candidates();
- // Is the character in step pos a splitter character?
- // The caller guarantees that the position is valid.
- bool is_split_at(uint16 pos);
- void fill_dmi(DictMatchInfo *dmi, MileStoneHandle *handles,
- PoolPosType dmi_fr,
- uint16 spl_id, uint16 node_num, unsigned char dict_level,
- bool splid_end_split, unsigned char splstr_len,
- unsigned char all_full_id);
- unsigned inner_predict(const char16 fixed_scis_ids[], uint16 scis_num,
- char16 predict_buf[][kMaxPredictSize + 1],
- unsigned buf_len);
- // Add the first candidate to the user dictionary.
- bool try_add_cand0_to_userdict();
- // Add a user lemma to the user dictionary. This lemma is a subset of
- // candidate 0. lma_from is from which lemma in lma_ids_, lma_num is the
- // number of lemmas to be combined together as a new lemma. The caller
- // gurantees that the combined new lemma's length is less or equal to
- // kMaxLemmaSize.
- bool add_lma_to_userdict(uint16 lma_from, uint16 lma_num, float score);
- // Update dictionary frequencies.
- void update_dict_freq();
- void debug_print_dmi(PoolPosType dmi_pos, uint16 nest_level);
- public:
- MatrixSearch();
- ~MatrixSearch();
- bool init(const char *fn_sys_dict, const char *fn_usr_dict);
- bool init_fd(int sys_fd, long start_offset, long length,
- const char *fn_usr_dict);
- void set_max_lens(unsigned max_sps_len, unsigned max_hzs_len);
- void close();
- void flush_cache();
- void set_xi_an_switch(bool xi_an_enabled);
- bool get_xi_an_switch();
- // Reset the search space. Equivalent to reset_search(0).
- // If inited, always return true;
- bool reset_search();
- // Search a Pinyin string.
- // Return value is the position successfully parsed.
- unsigned search(const char *py, unsigned py_len);
- // Used to delete something in the Pinyin string kept by the engine, and do
- // a re-search.
- // Return value is the new length of Pinyin string kept by the engine which
- // is parsed successfully.
- // If is_pos_in_splid is false, pos is used to indicate that pos-th Pinyin
- // character needs to be deleted. If is_pos_in_splid is true, all Pinyin
- // characters for pos-th spelling id needs to be deleted.
- // If the deleted character(s) is just after a fixed lemma or sub lemma in
- // composing phrase, clear_fixed_this_step indicates whether we needs to
- // unlock the last fixed lemma or sub lemma.
- // If is_pos_in_splid is false, and pos-th character is in the range for the
- // fixed lemmas or composing string, this function will do nothing and just
- // return the result of the previous search.
- unsigned delsearch(unsigned pos, bool is_pos_in_splid,
- bool clear_fixed_this_step);
- // Get the number of candiates, called after search().
- unsigned get_candidate_num();
- // Get the Pinyin string stored by the engine.
- // *decoded_len returns the length of the successfully decoded string.
- const char* get_pystr(unsigned *decoded_len);
- // Get the spelling boundaries for the first sentence candidate.
- // Number of spellings will be returned. The number of valid elements in
- // spl_start is one more than the return value because the last one is used
- // to indicate the beginning of the next un-input speling.
- // For a Pinyin "women", the returned value is 2, spl_start is [0, 2, 5] .
- unsigned get_spl_start(const uint16 *&spl_start);
- // Get one candiate string. If full sentence candidate is available, it will
- // be the first one.
- char16* get_candidate(unsigned cand_id, char16 *cand_str, unsigned max_len);
- // Get the first candiate, which is a "full sentence".
- // retstr_len is not NULL, it will be used to return the string length.
- // If only_unfixed is true, only unfixed part will be fetched.
- char16* get_candidate0(char16* cand_str, unsigned max_len,
- uint16 *retstr_len, bool only_unfixed);
- // Choose a candidate. The decoder will do a search after the fixed position.
- unsigned choose(unsigned cand_id);
- // Cancel the last choosing operation, and return the new number of choices.
- unsigned cancel_last_choice();
- // Get the length of fixed Hanzis.
- unsigned get_fixedlen();
- unsigned get_predicts(const char16 fixed_buf[],
- char16 predict_buf[][kMaxPredictSize + 1],
- unsigned buf_len);
- };
- }
- #endif // PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__