mirror of
https://gitlab.ub.uni-bielefeld.de/sfb1288inf/nlp.git
synced 2024-12-26 08:44:18 +00:00
70 lines
1.8 KiB
Docker
70 lines
1.8 KiB
Docker
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
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RUN apt-get update \
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&& apt-get install --no-install-recommends --yes \
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wget
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# Install the NLP pipeline and it's dependencies #
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## Install pyFlow ##
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ENV PYFLOW_VERSION=1.1.20
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RUN wget --no-check-certificate --quiet \
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"https://github.com/Illumina/pyflow/releases/download/v${PYFLOW_VERSION}/pyflow-${PYFLOW_VERSION}.tar.gz" \
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&& tar -xzf "pyflow-${PYFLOW_VERSION}.tar.gz" \
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&& cd "pyflow-${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 \
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&& cd .. \
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&& rm -r "pyflow-${PYFLOW_VERSION}" "pyflow-${PYFLOW_VERSION}.tar.gz"
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## Install spaCy ##
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ENV SPACY_VERSION=3.0.5
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RUN apt-get install --no-install-recommends --yes \
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python3.7 \
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python3-pip \
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&& pip3 install \
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chardet \
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setuptools \
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wheel \
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&& pip3 install --upgrade pip \
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&& pip3 install "spacy==${SPACY_VERSION}"
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# Only models that include the following components are compatibel:
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# lemmatizer, ner, parser, senter, tagger,
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ENV SPACY_MODELS="de_core_news_md,en_core_web_md,it_core_news_md,nl_core_news_md,pl_core_news_md,zh_core_web_md"
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ENV SPACY_MODELS_VERSION=3.0.0
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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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## Further dependencies ##
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RUN apt-get install --no-install-recommends --yes \
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procps \
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zip
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COPY packages .
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RUN cd stand-off-data-py \
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&& python3 setup.py build \
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&& python3 setup.py install \
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&& cd -
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## Install Pipeline ##
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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"]
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