Dockerfile

# https://pythonspeed.com/articles/base-image-python-docker-images/
FROM python:3.9-bullseye as base
MAINTAINER Andreas van Cranenburgh <a.w.van.cranenburgh@rug.nl>
# https://snyk.io/blog/best-practices-containerizing-python-docker/
ENV HOME=/usr
RUN apt-get update && apt-get install --yes --no-install-recommends \
        build-essential \
        curl \
        git \
        python3-dev \
        python3-numpy \
        python3-scipy \
        python3-pandas \
        && apt-get clean
WORKDIR /usr
RUN git clone --recursive https://github.com/andreasvc/disco-dop.git
WORKDIR /usr/disco-dop
RUN pip3 install \
        --requirement requirements.txt \
        --requirement web/requirements.txt \
        && python3 setup.py install

COPY requirements.txt requirements-neural.txt /
RUN pip install --no-cache-dir -r /requirements.txt -r /requirements-neural.txt

# FIXME: model name should go in a configuration file
RUN python -c 'from transformers import AutoTokenizer, AutoModel; \
	name="GroNLP/bert-base-dutch-cased"; \
	AutoTokenizer.from_pretrained(name); \
	AutoModel.from_pretrained(name)'

RUN groupadd -g 999 user && \
    useradd -r -u 999 -g user user
RUN mkdir --parents /usr/app/data /usr/app/templates /usr/groref && \
	chown --recursive user:user /usr/app /usr/.cache

WORKDIR /usr/groref
RUN wget https://bitbucket.org/robvanderg/groref/raw/cb1eb35a4955cc8adc7036eb4cf4ec57e1ccb392/ngdata

WORKDIR /usr/app
COPY --chown=user:user mentionspanclassif.* mentionfeatclassif.* pronounmodel.* ./
COPY --chown=user:user data data/
COPY --chown=user:user templates templates/
COPY --chown=user:user *.py ./

USER 999
RUN python -c 'import coref; coref.readngdata()'
ENV GUNICORN_CMD_ARGS="--bind=0.0.0.0:8899 --workers=2 --preload --timeout=600"
# disable GPU
ENV CUDA_VISIBLE_DEVICES="-1"
CMD ["gunicorn", "web:APP"]