Commit
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4fefa96
1
Parent(s):
333f5c4
Added deployment
Browse files- Dockerfile +34 -0
- main.py +11 -0
- topic_data.joblib +3 -0
Dockerfile
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FROM python:3.11-slim-bullseye
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RUN apt update
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RUN apt install -y build-essential
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RUN pip install gunicorn==20.1.0
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RUN pip install typing-extensions
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RUN pip install scikit-learn==1.3.2
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RUN pip install topic-wizard==1.1.0
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RUN pip install joblib==1.2.0
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RUN pip install turftopic==0.4.5
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RUN pip install gensim==4.3.2
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RUN useradd -m -u 1000 user
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# Switch to the "user" user
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USER user
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# Set home to the user's home directory
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ENV HOME=/home/user \
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PATH=/home/user/.local/bin:$PATH
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COPY --chown=user . $HOME/app
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RUN mkdir /home/user/numba_cache
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RUN chmod 777 /home/user/numba_cache
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ENV NUMBA_CACHE_DIR=/home/user/numba_cache
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# Set the working directory to the user's home directory
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WORKDIR $HOME/app
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EXPOSE 7860
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CMD gunicorn --timeout 0 -b 0.0.0.0:7860 --workers=2 --threads=4 --worker-class=gthread main:server
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main.py
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import joblib
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import topicwizard
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topic_data = joblib.load("topic_data.joblib")
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app = topicwizard.get_dash_app(topic_data)
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server = app.server
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if __name__ == "__main__":
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app.run_server(debug=False, port=7860)
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topic_data.joblib
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version https://git-lfs.github.com/spec/v1
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oid sha256:19264fc988a97e010b1527dc16b1495d8ea46dbf8283d4ea81aa66c452ad7577
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size 397923245
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