shikharyashmaurya
commited on
Commit
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140ed34
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Parent(s):
e0a718b
Upload 3 files
Browse files- Dockerfile +20 -0
- app.py +15 -0
- requirements.txt +6 -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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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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app=FastAPI()
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pipe=pipeline("text-classification")
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@app.get('/')
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def home():
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return {"message":"Hello World"}
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@app.get("/generate")
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def generate(text:str):
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output=pipe(text)
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return {"output":output[0]['label']}
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requirements.txt
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fastapi==0.74.*
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requests==2.27.*
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uvicorn[standard]==0.17.*
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sentencepiece==0.1.*
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torch==1.11.*
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transformers==4.*
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