# -*- coding: utf-8 -*- # SPDX-FileCopyrightText: 2016-2025 PyThaiNLP Project. # SPDX-License-Identifier: Apache-2.0 """ Thai National Corpus word frequency """ __all__ = [ "bigram_word_freqs", "trigram_word_freqs", "unigram_word_freqs", "word_freqs", ] from collections import defaultdict from typing import List, Tuple from pythainlp.corpus import get_corpus, get_corpus_path _UNIGRAM_FILENAME = "tnc_freq.txt" _BIGRAM_CORPUS_NAME = "tnc_bigram_word_freqs" _TRIGRAM_CORPUS_NAME = "tnc_trigram_word_freqs" def word_freqs() -> List[Tuple[str, int]]: """ Get word frequency from Thai National Corpus (TNC) \n(See: `dev/pythainlp/corpus/tnc_freq.txt\ `_) Credit: Korakot Chaovavanich https://www.facebook.com/groups/thainlp/posts/434330506948445 """ freqs: list[tuple[str, int]] = [] lines = list(get_corpus(_UNIGRAM_FILENAME)) for line in lines: word_freq = line.split("\t") if len(word_freq) >= 2: freqs.append((word_freq[0], int(word_freq[1]))) return freqs def unigram_word_freqs() -> dict[str, int]: """ Get unigram word frequency from Thai National Corpus (TNC) """ freqs: dict[str, int] = defaultdict(int) lines = list(get_corpus(_UNIGRAM_FILENAME)) for i in lines: _temp = i.strip().split(" ") if len(_temp) >= 2: freqs[_temp[0]] = int(_temp[-1]) return freqs def bigram_word_freqs() -> dict[Tuple[str, str], int]: """ Get bigram word frequency from Thai National Corpus (TNC) """ freqs: dict[tuple[str, str], int] = defaultdict(int) path = get_corpus_path(_BIGRAM_CORPUS_NAME) if not path: return freqs path = str(path) with open(path, "r", encoding="utf-8-sig") as fh: for i in fh.readlines(): temp = i.strip().split(" ") freqs[(temp[0], temp[1])] = int(temp[-1]) return freqs def trigram_word_freqs() -> dict[Tuple[str, str, str], int]: """ Get trigram word frequency from Thai National Corpus (TNC) """ freqs: dict[tuple[str, str, str], int] = defaultdict(int) path = get_corpus_path(_TRIGRAM_CORPUS_NAME) if not path: return freqs path = str(path) with open(path, "r", encoding="utf-8-sig") as fh: for i in fh.readlines(): temp = i.strip().split(" ") freqs[(temp[0], temp[1], temp[2])] = int(temp[-1]) return freqs