Files
msime-windows/engine/shuangpin/engine.cpp
T
fanlusky e7f7addd4f feat(engine): 神经网络整句联想与词格 n-best 重排
- 新增 engine/neural:移植 chinese-ime-lm 的字符级 Transformer 推理,在词格解出的最多 12 条
  n-best 里重排挑选整句,desktop / keyboard 两档模型各出一条首选,后台 worker 异步打分
- 词格支持 n-best 输出与重排(quanpin/lattice_rerank),全拼、双拼共用
- 新增 SentenceAssociationOptions,经 QueryRequest 传给各 provider;四个来源默认全关
- 资源契约登记两个 safetensors 与 NOTICE;模型二进制不进仓库,由
  scripts/fetch-neural-model.ps1 按 neural-model/lock.json 下载并校验 SHA256
- 新增 neural_sentence 测试
2026-09-24 14:03:39 +08:00

252 lines
9.6 KiB
C++

#include "engine.h"
#include "shuangpin_query.h"
#include "shuangpin_utils.h"
#include <optional>
#include <unordered_set>
#include <algorithm>
namespace
{
struct HelpcodeQuery
{
std::string base_raw_input;
std::string base_pure_input;
std::string base_segmentation;
std::string help_codes;
};
bool has_manual_delimiters(const std::string &raw_input)
{
return raw_input.find('\'') != std::string::npos;
}
bool segmented_parts_are_all_two_chars(const std::string &segmentation)
{
if (segmentation.empty())
{
return false;
}
size_t start = 0;
while (start <= segmentation.size())
{
const size_t separator = segmentation.find('\'', start);
const std::string part =
separator == std::string::npos ? segmentation.substr(start) : segmentation.substr(start, separator - start);
if (part.size() != 2)
{
return false;
}
if (separator == std::string::npos)
{
break;
}
start = separator + 1;
}
return true;
}
std::vector<WordItem> query_normal(ShuangpinDictionary &dictionary, const QueryRequest &request,
const ShuangpinProfile &profile)
{
const std::string pure_input = shuangpin::remove_manual_delimiters(request.raw_input);
return dictionary.generateSeries(pure_input, shuangpin::segment_input(request.raw_input, profile),
request.raw_input);
}
std::optional<HelpcodeQuery> build_full_helpcode_query(const std::string &raw_input,
const std::string &raw_input_with_cases,
const ShuangpinProfile &profile)
{
if (shuangpin::detect_active_double_helpcode_length(raw_input, raw_input_with_cases, profile) != 2)
{
return std::nullopt;
}
HelpcodeQuery query;
query.base_raw_input = shuangpin::trim_trailing_letters_preserve_delimiters(raw_input, 2);
query.base_pure_input = shuangpin::remove_manual_delimiters(query.base_raw_input);
query.base_segmentation = shuangpin::segment_input(query.base_raw_input, profile);
query.help_codes = ShuangpinUtil::GetFullHelpCodes(shuangpin::remove_manual_delimiters(raw_input_with_cases));
return query;
}
std::optional<HelpcodeQuery> build_single_helpcode_query(const std::string &raw_input,
const std::string &pure_input_with_cases,
const ShuangpinProfile &profile)
{
if (pure_input_with_cases.size() <= 1 || pure_input_with_cases.size() % 2 == 0)
{
return std::nullopt;
}
HelpcodeQuery query;
query.base_raw_input = shuangpin::trim_trailing_letters_preserve_delimiters(raw_input, 1);
query.base_pure_input = shuangpin::remove_manual_delimiters(query.base_raw_input);
query.base_segmentation = shuangpin::segment_input(query.base_raw_input, profile);
if (has_manual_delimiters(raw_input) && !segmented_parts_are_all_two_chars(query.base_segmentation))
{
return std::nullopt;
}
if (!ShuangpinUtil::is_all_complete_pinyin(query.base_pure_input, query.base_segmentation))
{
return std::nullopt;
}
query.help_codes = pure_input_with_cases.substr(pure_input_with_cases.size() - 1, 1);
return query;
}
} // namespace
ShuangpinEngine::ShuangpinEngine(const ShuangpinProfile &profile, metasequoia::RuntimePaths paths)
: profile_(profile), dictionary_(profile, paths), paths_(std::move(paths))
{
}
std::optional<WordItem> ShuangpinEngine::find_candidate(const std::string &key, const std::string &value)
{
return dictionary_.find_candidate(key, value);
}
std::vector<WordItem> ShuangpinEngine::query(const QueryRequest &request)
{
if (!request.valid)
{
return {};
}
// 整句联想开关随请求下发到词典层,四条整句来源据此各自门控(见 generateSeries)。
dictionary_.set_sentence_association(request.sentence_association);
// 前文同理随请求下发;换了前文,按旧前文重排出来的缓存顺序作废。
dictionary_.set_rescoring_context(request.rescoring_context);
const std::string &raw_input = request.raw_input;
const std::string &raw_input_with_cases =
request.raw_input_with_cases.empty() ? request.raw_input : request.raw_input_with_cases;
const std::string pure_input = shuangpin::remove_manual_delimiters(raw_input);
const std::string pure_input_with_cases = shuangpin::remove_manual_delimiters(raw_input_with_cases);
if (pure_input.empty())
{
return {};
}
if (request.enable_shuangpin_helpcode)
{
// 双码辅助
if (const auto full_helpcode = build_full_helpcode_query(raw_input, raw_input_with_cases, profile_))
{
return append_fuzzy(dictionary_.generate_with_helpcodes(full_helpcode->base_pure_input,
full_helpcode->base_segmentation, raw_input,
full_helpcode->help_codes),
full_helpcode->base_segmentation, request.fuzzy_pinyin, full_helpcode->help_codes);
}
// 单码辅助
if (const auto single_helpcode = build_single_helpcode_query(raw_input, pure_input_with_cases, profile_))
{
return append_fuzzy(dictionary_.generate_with_helpcodes(single_helpcode->base_pure_input,
single_helpcode->base_segmentation, raw_input,
single_helpcode->help_codes),
single_helpcode->base_segmentation, request.fuzzy_pinyin, single_helpcode->help_codes);
}
// 不满足辅助码条件,单独查询,比如,cls -> c'ls,也就直接走下面的 query_normal 了
}
return append_fuzzy(query_normal(dictionary_, request, profile_), shuangpin::segment_input(raw_input, profile_),
request.fuzzy_pinyin);
}
bool ShuangpinEngine::expand_initial_candidates(const QueryRequest &request, std::vector<WordItem> &candidates)
{
if (request.scheme != SchemeType::Shuangpin)
{
return false;
}
const std::string segmentation = shuangpin::segment_input(request.raw_input, profile_);
const size_t separator = segmentation.find('\'');
const std::string initial_code = segmentation.substr(0, separator);
if (initial_code.size() != 1)
{
return false;
}
return dictionary_.expand_initial_candidates(initial_code, candidates, request.raw_input);
}
int ShuangpinEngine::create_word(std::string pinyin, std::string word)
{
return dictionary_.create_word(std::move(pinyin), std::move(word));
}
int ShuangpinEngine::update_weight_by_pinyin_and_word(std::string pinyin, std::string word)
{
return dictionary_.update_weight_by_pinyin_and_word(std::move(pinyin), std::move(word));
}
int ShuangpinEngine::delete_by_pinyin_and_word(std::string pinyin, std::string word)
{
return dictionary_.delete_by_pinyin_and_word(std::move(pinyin), std::move(word));
}
int ShuangpinEngine::insert_word_to_series_cache(const std::string &pinyin, const std::string &word,
CandidateSource source)
{
return dictionary_.insert_word_to_cached_buffer_series(pinyin, word, source);
}
int ShuangpinEngine::insert_word_to_active_helpcode_cache(const std::string &pinyin, const std::string &word,
CandidateSource source, const std::string &double_helpcodes)
{
return dictionary_.insert_word_to_active_helpcode_cache(pinyin, word, source, double_helpcodes);
}
std::string ShuangpinEngine::search_sentence_from_ime_engine(const std::string &user_pinyin)
{
return dictionary_.search_sentence_from_ime_engine(user_pinyin);
}
void ShuangpinEngine::reset_cache()
{
dictionary_.reset_cache();
if (fuzzy_dictionary_)
fuzzy_dictionary_->reset_cache();
}
std::vector<WordItem> ShuangpinEngine::append_fuzzy(std::vector<WordItem> exact, const std::string &raw_segmentation,
metasequoia::FuzzyPinyinOptions options,
const std::string &helpcodes)
{
if (!options.rules)
return exact;
if (!fuzzy_dictionary_)
fuzzy_dictionary_ = std::make_unique<QuanpinDictionary>(std::string{}, paths_);
const auto typed = quanpin::split_segments(raw_segmentation);
auto fuzzy =
fuzzy_dictionary_->fuzzy_candidates(shuangpin::to_quanpin_segmentation(raw_segmentation, profile_), options);
for (auto &item : fuzzy)
{
const auto count = quanpin::split_segments(item.pinyin).size();
if (count > typed.size())
continue;
item.pinyin = quanpin::join_segments(quanpin::Segments(typed.begin(), typed.begin() + count));
}
if (helpcodes.size() == 2)
fuzzy = HelpcodeUtils::filter_candidates_with_double_helpcodes(fuzzy, helpcodes, helpcodes_.get());
else if (helpcodes.size() == 1)
fuzzy = HelpcodeUtils::reorder_candidates_with_single_helpcode(fuzzy, helpcodes, helpcodes_.get());
std::unordered_set<std::string> seen;
for (const auto &item : exact)
seen.insert(item.word);
for (auto &item : fuzzy)
if (seen.insert(item.word).second)
exact.push_back(std::move(item));
std::stable_sort(exact.begin(), exact.end(),
[](const auto &a, const auto &b) { return a.pinyin.size() > b.pinyin.size(); });
return exact;
}