/*
* 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 size_t 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.
size_t 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 size_t kMaxLmaPsbItems = 1450;
// How many rows for each step.
static const size_t kMaxNodeARow = 5;
// The maximum length of the sentence candidates counted in chinese
// characters
static const size_t kMaxSentenceLength = 16;
// The size of the matrix node pool.
static const size_t kMtrxNdPoolSize = 200;
// The size of the DMI node pool.
static const size_t 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).
size_t max_sps_len_;
// The maximum allowed length of a result Chinese string.
size_t max_hzs_len_;
// Pinyin string. Max length: kMaxRowNum - 1
char pys_[kMaxRowNum];
// The length of the string that has been decoded successfully.
size_t pys_decoded_len_;
// Shared buffer for multiple purposes.
size_t *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
size_t npre_items_len_;
// The starting positions and lemma ids for the full sentence candidate.
size_t lma_id_num_;
uint16 lma_start_[kMaxRowNum]; // Counted in spelling ids.
LemmaIdType lma_id_[kMaxRowNum];
size_t 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.
size_t 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.
size_t 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];
size_t 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(size_t 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(size_t start, size_t 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(size_t 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.
size_t get_lpis(const uint16* splid_str, size_t splid_str_len,
LmaPsbItem* lma_buf, size_t 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.
size_t extend_dmi(DictExtPara *dep, DictMatchInfo *dmi_s);
// Extend dmi for the composing phrase.
size_t 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.
size_t extend_mtrx_nd(MatrixNode *mtrx_nd, LmaPsbItem lpi_items[],
size_t lpi_num, PoolPosType dmi_fr, size_t 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(size_t 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);
size_t inner_predict(const char16 fixed_scis_ids[], uint16 scis_num,
char16 predict_buf[][kMaxPredictSize + 1],
size_t 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(size_t max_sps_len, size_t 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.
size_t search(const char *py, size_t 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.
size_t delsearch(size_t pos, bool is_pos_in_splid,
bool clear_fixed_this_step);
// Get the number of candiates, called after search().
size_t 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(size_t *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] .
size_t 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(size_t cand_id, char16 *cand_str, size_t 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, size_t max_len,
uint16 *retstr_len, bool only_unfixed);
// Choose a candidate. The decoder will do a search after the fixed position.
size_t choose(size_t cand_id);
// Cancel the last choosing operation, and return the new number of choices.
size_t cancel_last_choice();
// Get the length of fixed Hanzis.
size_t get_fixedlen();
size_t get_predicts(const char16 fixed_buf[],
char16 predict_buf[][kMaxPredictSize + 1],
size_t buf_len);
};
}
#endif // PINYINIME_ANDPY_INCLUDE_MATRIXSEARCH_H__