import random import requests from .font import DSFont from .helper import char_in_font __all__ = ["random_char", "CorpusGenerationConfig", "CorpusGeneratorManager"] # https://zh.wikipedia.org/zh-hans/%E5%B9%B3%E5%81%87%E5%90%8D hiragana = ( "ぁあぃいぅうぇえぉおかがきぎくぐけげこごさざしじすずせぜそぞただちぢっつづてでとどなにぬねのはばぱひびぴふぶぷへべぺほぼぽまみむめもゃやゅゆょよらりるれろゎわをん" ) # https://zh.wikipedia.org/zh-hans/%E7%89%87%E5%81%87%E5%90%8D katakana = "ァアィイゥウェエォオカガキギクグケゲコゴサザシジスズセゼソゾタダチヂッツヅテデトドナニヌネノハバパヒビピフブプヘベペホボポマミムメモャヤュユョヨラリルレロヮワヲンヵヶ" # https://ja.wiktionary.org/wiki/%E4%BB%98%E9%8C%B2:%E5%B8%B8%E7%94%A8%E6%BC%A2%E5%AD%97%E3%81%AE%E4%B8%80%E8%A6%A7 common_kanji = 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# https://gist.github.com/simongfxu/13accd501f6c91e7a423ddc43e674c0f common_simplified_chinese = 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# https://gist.github.com/simongfxu/13accd501f6c91e7a423ddc43e674c0f common_traditional_chinese = 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korean_alphabet = 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def random_char(length: int, font: DSFont, char_set: str) -> str: assert length > 0 assert len(char_set) > 0 ret = "" while len(ret) < length: char = char_set[random.randint(0, len(char_set) - 1)] if char_in_font(char, font.path): ret += char return ret class CorpusGenerationConfig(object): def __init__( self, min_num_line: int, max_num_line: int, min_num_char_per_line: int, max_num_char_per_line: int, ): self.min_num_line = min_num_line self.max_num_line = max_num_line self.min_num_char_per_line = min_num_char_per_line self.max_num_char_per_line = max_num_char_per_line class CommonCorpusGenerator(object): def generate_line(self, length: int, font: DSFont) -> str: _, _ = length, font pass def generate(self, config: CorpusGenerationConfig, font: DSFont) -> str: num_lines = random.randint(config.min_num_line, config.max_num_line) lines = [] for _ in range(num_lines): num_chars = random.randint( config.min_num_char_per_line, config.max_num_char_per_line ) lines.append(self.generate_line(num_chars, font)) return "\n".join(lines) class JapaneseUtaNetCorpusGenerator(CommonCorpusGenerator): def _corpus_generator(self): import sqlite3 self.conn = sqlite3.connect("lyrics_corpus/cache/uta-net.db") self.cur = self.conn.cursor() i = 0 while True: self.cur.execute( f"SELECT lyrics FROM lyrics ORDER BY song_id LIMIT 1 OFFSET {i}" ) row = self.cur.fetchone() if row is not None: row = str(row[0]) for line in row.splitlines(): if len(line) > 0: yield line continue else: return i += 1 def _random_place_holder(self, font: DSFont) -> str: r = random.randint(1, 3) if r == 1: ret = random_char(1, font, katakana) elif r == 2: ret = random_char(1, font, hiragana) else: ret = random_char(1, font, common_kanji) return ret def __init__(self): self.corpus_iterator = self._corpus_generator() def generate_line(self, length: int, font: DSFont) -> str: while True: try: # get new line line = next(self.corpus_iterator) # filter for font ret_line = "" for char in line: if char_in_font(char, font.path): ret_line += char else: ret_line += self._random_place_holder(font) # truncate or pad if len(ret_line) >= length: ret_line = ret_line[:length] else: for _ in range(length - len(ret_line)): ret_line += self._random_place_holder(font) return ret_line except StopIteration: self.corpus_iterator = self._corpus_generator() class RandomCorpusGeneratorWithEnglish(CommonCorpusGenerator): def __init__( self, char_set: str, prob: float = 0.3, when_length_greater_than: int = 10 ): word_site = "https://www.mit.edu/~ecprice/wordlist.10000" response = requests.get(word_site) self.english_words = response.text.splitlines() self.char_set = char_set self.prob = prob self.when_length_greater_than = when_length_greater_than def generate_line(self, length: int, font: DSFont) -> str: generate_corpus = random_char(length, font, self.char_set) if length > self.when_length_greater_than: if random.random() < self.prob: random_english_word = random.choice(self.english_words) if len(random_english_word) > length: return random_english_word[:length] start_place = random.randint(0, length - len(random_english_word)) ret = ( generate_corpus[:start_place] + random_english_word + generate_corpus[start_place + len(random_english_word) :] ) assert len(ret) == length return ret return generate_corpus class SimplifiedChineseRandomCorpusGeneratorWithEnglish( RandomCorpusGeneratorWithEnglish ): def __init__(self, prob: float = 0.3, when_length_greater_than: int = 10): super().__init__(common_simplified_chinese, prob, when_length_greater_than) class TraditionalChineseRandomCorpusGeneratorWithEnglish( RandomCorpusGeneratorWithEnglish ): def __init__(self, prob: float = 0.3, when_length_greater_than: int = 10): super().__init__(common_traditional_chinese, prob, when_length_greater_than) class KoreanRandomCorpusGeneratorWithEnglish(RandomCorpusGeneratorWithEnglish): def __init__(self, prob: float = 0.3, when_length_greater_than: int = 10): super().__init__(korean_alphabet, prob, when_length_greater_than) class CorpusGeneratorManager: def __init__(self): self.generators = { "ja": JapaneseUtaNetCorpusGenerator(), "zh-Hans": SimplifiedChineseRandomCorpusGeneratorWithEnglish(), "zh-Hant": TraditionalChineseRandomCorpusGeneratorWithEnglish(), "ko": KoreanRandomCorpusGeneratorWithEnglish(), } def _get_generator( self, font: DSFont, CJK_language: str = None ) -> CommonCorpusGenerator: langauge = CJK_language if CJK_language is not None else font.language for k, v in self.generators.items(): if langauge.startswith(k): return v raise Exception(f"no generator for {font.language}") def generate( self, config: CorpusGenerationConfig, font: DSFont, CJK_language: str = None ) -> str: return self._get_generator(font, CJK_language).generate(config, font)