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FROM tensorflow/tensorflow:1.14.0-py3
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RUN apt-get update && apt-get install -y --allow-unauthenticated wget && rm -rf /var/lib/apt/lists/*
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ARG DATA_URL=http://files.deeppavlov.ai/alexaprize_data/convert_reddit_v2.3.punct.tar.gz
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ENV LC_ALL C.UTF-8
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ENV LANG C.UTF-8
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ENV MODEL_PATH /root/convert_data/convert
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ENV DATABASE_PATH /root/convert_data/replies_v2.pkl
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ENV CONFIDENCE_PATH /root/convert_data/confidences_v3.npy
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ENV PYTHONPATH /usr/local/bin/python
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ENV DEVICE cpu
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WORKDIR /app
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RUN mkdir /root/convert_data/ && \
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    wget $DATA_URL -q -P /root/convert_data/ && \
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    tar -xvzf /root/convert_data/*.tar.gz -C /root/convert_data/
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COPY requirements.txt .
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RUN pip install -r requirements.txt
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COPY . .
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CMD gunicorn --workers=2 server:app --timeout 120
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