TiberiuCristianLeon commited on
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dbafcc0
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1 Parent(s): d1936ad

Update src/Translate.py

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  1. src/Translate.py +16 -0
src/Translate.py CHANGED
@@ -9,6 +9,22 @@ from transformers import pipeline
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  METHOD = "TRANSLATE"
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  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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  def paraphraseTranslateMethod(requestValue: str, model: str):
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  nltk.download('punkt')
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  nltk.download('punkt_tab')
 
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  METHOD = "TRANSLATE"
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  device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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+ class Translators:
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+ def __init__(self, model_name: str, sl: str, tl: str, input_text: str):
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+ self.model_name = model_name
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+ self.sl, self.tl = sl, tl
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+ self.input_text = input_text
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+ self.device = torch.device("cuda" if torch.cuda.is_available() else "cpu")
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+ def HelsinkiNLP_mulroa(self):
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+ try:
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+ pipe = pipeline("translation", model=self.model_name, device=self.device)
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+ iso1to3 = {iso[1]: iso[3] for iso in non_empty_isos} # {'ro': 'ron'}
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+ iso3tl = iso1to3.get(self.tl) # 'deu', 'ron', 'eng', 'fra'
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+ translation = pipe(f'>>{iso3tl}<< {self.input_text}')
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+ return translation[0]['translation_text'], f'Translated from {iso1_to_name[self.sl]} to {iso1_to_name[self.tl]} with {self.model_name}.'
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+ except Exception as error:
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+ return f"Error translating with model: {self.model_name}! Try other available language combination.", error
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+
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  def paraphraseTranslateMethod(requestValue: str, model: str):
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  nltk.download('punkt')
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  nltk.download('punkt_tab')