Sample dockerfile for a project that uses spacy

spacy.dockerfile

FROM python:3

RUN apt-get update

RUN pip3 install \
    spacy \
    ...

RUN python3 -m spacy download en

COPY . /app

# https://stackoverflow.com/a/39855387/1068511
RUN useradd -ms /bin/bash myapp
USER myapp

WORKDIR /app

# project folder structure
# root
# |---- __init__.py
# |---- scripts
# |       |- __init__.py
# |       |- training.py
# |
# |---- model
#        |- < Generated model >

# build the docker image
# $ docker build -t myspacy .

# run the training script
# $ docker run -v $(pwd)/model:/app/model myspacy python -m scripts.training -o model/