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Delete translator.py
Browse files- translator.py +0 -41
translator.py
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from deep_translator import GoogleTranslator
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from transformers import pipeline
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class MangaTranslator:
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def __init__(self):
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self.target = "en"
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self.source = "ja"
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def translate(self, text, method="google"):
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"""
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Translates the given text to the target language using the specified method.
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Args:
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text (str): The text to be translated.
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method (str):'google' for Google Translator,
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'hf' for Helsinki-NLP's opus-mt-ja-en model (HF pipeline)
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Returns:
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str: The translated text.
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"""
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if method == "hf":
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return self._translate_with_hf(self._preprocess_text(text))
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elif method == "google":
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return self._translate_with_google(self._preprocess_text(text))
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else:
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raise ValueError("Invalid translation method.")
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def _translate_with_google(self, text):
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translator = GoogleTranslator(source=self.source, target=self.target)
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translated_text = translator.translate(text)
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return translated_text
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def _translate_with_hf(self, text):
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pipe = pipeline("translation", model=f"Helsinki-NLP/opus-mt-ja-en")
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translated_text = pipe(text)[0]["translation_text"]
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return translated_text
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def _preprocess_text(self, text):
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preprocessed_text = text.replace(".", ".")
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return preprocessed_text
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