mirror of
https://gitlab.ub.uni-bielefeld.de/sfb1288inf/nlp.git
synced 2024-12-26 08:24:18 +00:00
68 lines
1.6 KiB
Docker
68 lines
1.6 KiB
Docker
FROM debian:buster-slim
|
|
|
|
|
|
LABEL authors="Patrick Jentsch <p.jentsch@uni-bielefeld.de>, Stephan Porada <porada@posteo.de>"
|
|
|
|
|
|
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
|
|
|
|
# Install the NLP pipeline and it's dependencies #
|
|
## 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}" \
|
|
&& apt-get install --no-install-recommends --yes \
|
|
python2.7 \
|
|
&& python2.7 setup.py build install \
|
|
&& cd - > /dev/null \
|
|
&& rm -r "pyflow-${PYFLOW_VERSION}" "pyflow-${PYFLOW_VERSION}.tar.gz"
|
|
|
|
|
|
## Install spaCy ##
|
|
ENV SPACY_VERSION=3.2.1
|
|
RUN apt-get install --no-install-recommends --yes \
|
|
python3.7 \
|
|
python3-pip \
|
|
&& pip3 install \
|
|
chardet \
|
|
setuptools \
|
|
wheel \
|
|
&& 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
|
|
|
|
|
|
COPY packages .
|
|
RUN cd stand-off-data-py \
|
|
&& python3 -m pip install . \
|
|
&& cd -
|
|
|
|
|
|
## Install Pipeline ##
|
|
COPY nlp spacy-nlp vrt-creator /usr/local/bin/
|
|
|
|
|
|
RUN rm -r /var/lib/apt/lists/*
|
|
|
|
|
|
ENTRYPOINT ["nlp"]
|
|
CMD ["--help"]
|