mirror of
https://github.com/deepset-ai/haystack.git
synced 2025-11-03 19:29:32 +00:00
49 lines
1.7 KiB
Plaintext
49 lines
1.7 KiB
Plaintext
FROM nvidia/cuda:11.0-runtime-ubuntu20.04
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WORKDIR /home/user
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RUN apt-get update && apt-get install -y software-properties-common && add-apt-repository ppa:deadsnakes/ppa
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RUN apt-get update && apt-get install -y python3.7 python3.7-dev python3.7-distutils python3-pip curl wget git pkg-config cmake swig
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ENV LC_ALL=C.UTF-8
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ENV LANG=C.UTF-8
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# Set default Python version
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RUN update-alternatives --install /usr/bin/python3 python3 /usr/bin/python3.7 1
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RUN update-alternatives --set python3 /usr/bin/python3.7
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# Install PDF converter
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RUN wget --no-check-certificate https://dl.xpdfreader.com/xpdf-tools-linux-4.03.tar.gz && \
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tar -xvf xpdf-tools-linux-4.03.tar.gz && cp xpdf-tools-linux-4.03/bin64/pdftotext /usr/local/bin
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# copy code
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COPY haystack /home/user/haystack
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# install as a package
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COPY setup.py requirements.txt README.md /home/user/
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RUN pip3 install numpy scipy Cython
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# Install PyTorch for CUDA 11
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RUN pip3 install torch==1.7.1+cu110 -f https://download.pytorch.org/whl/torch_stable.html
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# Install faiss separately as building latest versions can cause trouble with swig
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RUN pip3 install faiss-cpu==1.6.3
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RUN pip3 install -r requirements.txt
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RUN pip3 install -e .
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# copy saved models
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COPY README.md models* /home/user/models/
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# Copy REST API code
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COPY rest_api /home/user/rest_api
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# optional : copy sqlite db if needed for testing
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#COPY qa.db /home/user/
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# optional: copy data directory containing docs for ingestion
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#COPY data /home/user/data
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EXPOSE 8000
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# cmd for running the API (note: "--preload" is not working with cuda)
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CMD ["gunicorn", "rest_api.application:app", "-b", "0.0.0.0", "-k", "uvicorn.workers.UvicornWorker", "--workers", "1", "--timeout", "180"] |