nlp/Dockerfile
2019-09-12 09:56:13 +02:00

57 lines
1.8 KiB
Docker

FROM debian:9-slim
# Define image metadata
LABEL maintainer="inf_sfb1288@lists.uni-bielefeld.de"
# Install prerequisites
RUN apt-get update \
&& apt-get install -y --no-install-recommends \
python2.7 \
python3.5 \
python3-pip \
&& rm -rf /var/lib/apt/lists/* \
&& pip3 install \
setuptools \
wheel
ENV PYFLOW_VERSION=1.1.20
ADD "https://github.com/Illumina/pyflow/releases/download/v${PYFLOW_VERSION}/pyflow-${PYFLOW_VERSION}.tar.gz" .
RUN tar -xzf "pyflow-${PYFLOW_VERSION}.tar.gz" \
&& cd "pyflow-${PYFLOW_VERSION}" \
&& python2.7 setup.py build install \
&& cd .. \
&& rm -rf \
"pyflow-${PYFLOW_VERSION}" \
"pyflow-${PYFLOW_VERSION}.tar.gz"
ENV SPACY_MODEL_DE=de_core_news_sm \
SPACY_MODEL_EL=el_core_news_sm \
SPACY_MODEL_EN=en_core_web_sm \
SPACY_MODEL_ES=es_core_news_sm \
SPACY_MODEL_FR=fr_core_news_sm \
SPACY_MODEL_IT=it_core_news_sm \
SPACY_MODEL_NL=nl_core_news_sm \
SPACY_MODEL_PT=pt_core_news_sm \
SPACY_VERSION=2.1.0
RUN pip3 install \
"spacy==${SPACY_VERSION}" \
&& python3 -m spacy download "${SPACY_MODEL_DE}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_EL}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_EN}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_ES}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_FR}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_IT}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_NL}-${SPACY_VERSION}" --direct \
&& python3 -m spacy download "${SPACY_MODEL_PT}-${SPACY_VERSION}" --direct
# Install NLP pipeline
COPY nlp /usr/local/bin
COPY spacy_nlp /usr/local/bin
ENTRYPOINT ["nlp"]
CMD ["--help"]