nlp/Dockerfile

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Docker
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FROM debian:buster-slim
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LABEL authors="Patrick Jentsch <p.jentsch@uni-bielefeld.de>, Stephan Porada <porada@posteo.de>"
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ENV LANG=C.UTF-8
RUN apt-get update \
&& apt-get install --no-install-recommends --yes \
procps \
python3.7 \
python3-pip \
wget \
&& python3 -m pip install \
chardet \
setuptools \
wheel
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# Install the NLP pipeline and it's dependencies #
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## Install pyFlow ##
ENV PYFLOW_VERSION=1.1.20
RUN wget --no-check-certificate --quiet \
"https://github.com/Illumina/pyflow/releases/download/v${PYFLOW_VERSION}/pyflow-${PYFLOW_VERSION}.tar.gz" \
&& tar -xzf "pyflow-${PYFLOW_VERSION}.tar.gz" \
&& cd "pyflow-${PYFLOW_VERSION}" \
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&& apt-get install --no-install-recommends --yes \
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python2.7 \
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&& python2.7 setup.py build install \
&& cd - > /dev/null \
&& rm -r "pyflow-${PYFLOW_VERSION}" "pyflow-${PYFLOW_VERSION}.tar.gz"
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## Install spaCy ##
ENV SPACY_VERSION=3.2.1
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RUN apt-get install --no-install-recommends --yes \
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python3.7 \
python3-pip \
&& pip3 install \
chardet \
setuptools \
wheel \
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&& pip3 install --upgrade pip \
&& pip3 install "spacy==${SPACY_VERSION}"
ENV SPACY_MODELS="de_core_news_md,en_core_web_md,it_core_news_md,pl_core_news_md,zh_core_web_md"
ENV SPACY_MODELS_VERSION=3.2.0
RUN for spacy_model in $(echo ${SPACY_MODELS} | tr "," "\n"); do python3 -m spacy download "${spacy_model}-${SPACY_MODELS_VERSION}" --direct; done
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COPY packages .
RUN cd stand-off-data-py \
&& python3 -m pip install . \
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&& cd -
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## Install Pipeline ##
COPY nlp spacy-nlp vrt-creator /usr/local/bin/
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RUN rm -r /var/lib/apt/lists/*
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ENTRYPOINT ["nlp"]
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CMD ["--help"]