dream

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FROM python:3.7-slim
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ARG DATA_URL=files.deeppavlov.ai/alexaprize_data/sentseg/elmo2.tar.gz
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ARG MODEL_META_URL=files.deeppavlov.ai/alexaprize_data/sentseg/model.meta
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ARG MODEL_DATA_URL=files.deeppavlov.ai/alexaprize_data/sentseg/model.data-00000-of-00001
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WORKDIR /src
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RUN mkdir /data /elmo2 tfhub_cache_dir
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RUN apt-get update && \
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    apt-get install -y curl && \
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    curl -L $DATA_URL --output /tmp/elmo2.tar.gz && \
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    tar -xf /tmp/elmo2.tar.gz -C /elmo2 && \
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    rm /tmp/elmo2.tar.gz && \
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    curl -L $MODEL_META_URL --output /data/model.meta && \
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    curl -L $MODEL_DATA_URL --output /data/model.data-00000-of-00001
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ENV TFHUB_CACHE_DIR tfhub_cache_dir
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COPY requirements.txt .
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RUN pip install -r requirements.txt && \
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    python -c "import nltk; nltk.download('punkt')"
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COPY . .
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COPY model.index /data/
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CMD gunicorn --workers=1 server:app
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