48 lines
1.7 KiB
Docker
48 lines
1.7 KiB
Docker
# override this to "nvidia/cuda:10.1-runtime-ubi8" if cuda is desired
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ARG BASE_IMAGE=registry.access.redhat.com/ubi8/ubi:latest
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FROM ${BASE_IMAGE}
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ARG USER=genienlp
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MAINTAINER Thingpedia Admins <thingpedia-admins@lists.stanford.edu>
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USER root
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# copy source
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COPY . /opt/genienlp
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# install basic tools and python3, install dependencies, and then cleanup
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# HACK: we need to download the wheel manually or docker will die
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RUN dnf -y install git gcc gcc-c++ make cmake && \
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dnf -y module enable python38 \
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&& dnf -y install python38 \
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python38-devel \
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python38-pip \
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python38-wheel \
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&& curl -sL https://files.pythonhosted.org/packages/1d/a9/f349273a0327fdf20a73188c9c3aa7dbce68f86fad422eadd366fd2ed7a0/torch-1.7.1-cp38-cp38-manylinux1_x86_64.whl \
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-o torch-1.7.1-cp38-cp38-manylinux1_x86_64.whl \
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&& pip3 install torch-1.7.1-cp38-cp38-manylinux1_x86_64.whl \
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&& rm -fr torch-1.7.1-cp38-cp38-manylinux1_x86_64.whl \
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&& pip3 install kfserving \
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&& pip3 install awscli \
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&& pip3 install -e /opt/genienlp \
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&& rm -fr /root/.cache \
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&& dnf -y remove gcc gcc-c++ make cmake \
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&& rm -fr /var/cache/dnf
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RUN git clone https://github.com/Mehrad0711/bootleg.git /opt/bootleg/ ; \
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cd /opt/bootleg/ ; \
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git checkout ${BOOTLEG_VERSION} && pip3 install -r requirements.txt && pip3 install -e . ; \
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python3 -m spacy download en_core_web_sm
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# add user genienlp
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RUN useradd -ms /bin/bash -r genienlp
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# User root is required for kfserving until https://github.com/aws/amazon-eks-pod-identity-webhook/issues/8 is fixed.
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# There is a workaround by changing pod fsgroup but kfserving inference service cannot set pod level security context.
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USER ${USER}
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WORKDIR /home/genienlp
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ENTRYPOINT ["/opt/genienlp/dockerfiles/start.sh"]
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