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Browse files- Dockerfile +18 -0
- app.py +40 -0
- requirements.txt +5 -0
Dockerfile
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FROM python:3.9
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WORKDIR /code
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COPY ./requirements.txt /code/requirements.txt
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RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
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RUN useradd user
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USER user
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:$PATH \
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PORT=7860
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WORKDIR $HOME/app
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COPY --chown=user . $HOME/app
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CMD uvicorn app:app --host 0.0.0.0 --port 7860
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app.py
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from fastapi import FastAPI
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from transformers import pipeline
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# ساخت اپ FastAPI
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app = FastAPI(
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title="English–Persian Translator API",
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description="A lightweight translation API using Helsinki-NLP models.",
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version="1.0.0"
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)
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# لود مدل ترجمه سبک
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# مدلهای Helsinki-NLP بسیار سبک و سازگار با اسپیسهای رایگان هستند
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translator_en_fa = pipeline("translation", model="Helsinki-NLP/opus-mt-en-fa")
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translator_fa_en = pipeline("translation", model="Helsinki-NLP/opus-mt-fa-en")
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@app.get("/")
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def home():
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return {
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"message": "Welcome to the English–Persian Translator API!",
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"usage": {
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"English → Persian": "/translate/en2fa?text=Hello world",
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"Persian → English": "/translate/fa2en?text=سلام دنیا"
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}
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}
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@app.get("/translate/en2fa")
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def translate_en_to_fa(text: str):
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"""
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ترجمه از انگلیسی به فارسی
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"""
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output = translator_en_fa(text)
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return {"input": text, "translation": output[0]["translation_text"]}
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@app.get("/translate/fa2en")
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def translate_fa_to_en(text: str):
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"""
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ترجمه از فارسی به انگلیسی
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"""
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output = translator_fa_en(text)
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return {"input": text, "translation": output[0]["translation_text"]}
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requirements.txt
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fastapi
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uvicorn[standard]
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transformers
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torch
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sentencepiece
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