towards-efficient-and-reproducible-ml-workflows-part-1-analysis_2.sh

# an example Dockerfile

# you can specify a base image as a foundation to build on
FROM ubuntu:16.04

# make a partition, and specify the working directory
VOLUME /opt
WORKDIR /opt

# install some base system packages
RUN apt-get update && apt-get install -y \
    python3 \
    python3-dev \
    python3-pip \
    python3-setuptools

# install some python packages
RUN pip3 install --upgrade pip
RUN pip3 install \
    scikit-learn==0.21.1 \
    pandas==0.19.1

# set the container's entry point, just a bash shell for now.
# this can also be a single program to run, i.e. a python script.
ENTRYPOINT ["/bin/bash"]