#ifndef LM_NGRAM_QUERY_H #define LM_NGRAM_QUERY_H #include "enumerate_vocab.hh" #include "model.hh" #include "../util/file_stream.hh" #include "../util/file_piece.hh" #include "../util/usage.hh" #include #include #include namespace lm { namespace ngram { class QueryPrinter { public: QueryPrinter(int fd, bool print_word, bool print_line, bool print_summary, bool flush) : out_(fd), print_word_(print_word), print_line_(print_line), print_summary_(print_summary), flush_(flush) {} void Word(StringPiece surface, WordIndex vocab, const FullScoreReturn &ret) { if (!print_word_) return; out_ << surface << '=' << vocab << ' ' << static_cast(ret.ngram_length) << ' ' << ret.prob << '\t'; if (flush_) out_.flush(); } void Line(uint64_t oov, float total) { if (!print_line_) return; out_ << "Total: " << total << " OOV: " << oov << '\n'; if (flush_) out_.flush(); } void Summary(double ppl_including_oov, double ppl_excluding_oov, uint64_t corpus_oov, uint64_t corpus_tokens) { if (!print_summary_) return; out_ << "Perplexity including OOVs:\t" << ppl_including_oov << "\n" "Perplexity excluding OOVs:\t" << ppl_excluding_oov << "\n" "OOVs:\t" << corpus_oov << "\n" "Tokens:\t" << corpus_tokens << '\n'; out_.flush(); } private: util::FileStream out_; bool print_word_; bool print_line_; bool print_summary_; bool flush_; }; template void Query(const Model &model, bool sentence_context, Printer &printer) { typename Model::State state, out; lm::FullScoreReturn ret; StringPiece word; util::FilePiece in(0); double corpus_total = 0.0; double corpus_total_oov_only = 0.0; uint64_t corpus_oov = 0; uint64_t corpus_tokens = 0; while (true) { state = sentence_context ? model.BeginSentenceState() : model.NullContextState(); float total = 0.0; uint64_t oov = 0; while (in.ReadWordSameLine(word)) { lm::WordIndex vocab = model.GetVocabulary().Index(word); ret = model.FullScore(state, vocab, out); if (vocab == model.GetVocabulary().NotFound()) { ++oov; corpus_total_oov_only += ret.prob; } total += ret.prob; printer.Word(word, vocab, ret); ++corpus_tokens; state = out; } // If people don't have a newline after their last query, this won't add a . // Sue me. try { UTIL_THROW_IF('\n' != in.get(), util::Exception, "FilePiece is confused."); } catch (const util::EndOfFileException &e) { break; } if (sentence_context) { ret = model.FullScore(state, model.GetVocabulary().EndSentence(), out); total += ret.prob; ++corpus_tokens; printer.Word("", model.GetVocabulary().EndSentence(), ret); } printer.Line(oov, total); corpus_total += total; corpus_oov += oov; } printer.Summary( pow(10.0, -(corpus_total / static_cast(corpus_tokens))), // PPL including OOVs pow(10.0, -((corpus_total - corpus_total_oov_only) / static_cast(corpus_tokens - corpus_oov))), // PPL excluding OOVs corpus_oov, corpus_tokens); } template void Query(const char *file, const Config &config, bool sentence_context, QueryPrinter &printer) { Model model(file, config); Query(model, sentence_context, printer); } } // namespace ngram } // namespace lm #endif // LM_NGRAM_QUERY_H