Simplifying to single Dockerfile

docker/client.Dockerfile

-FROM python:3.9-alpine
-# Define workdir
-WORKDIR /experiment
-## Set up venv
-RUN python -m venv ~/.venvs/declearn \
-    && source ~/.venvs/declearn/bin/activate
-# Install declearn
-RUN pip install declearn[all]
-# Create env variables
-ENV script client.py
-ENV client_name client_0
-ENV data_folder data
-ENV output_folder output
-
-# Run script
-CMD ["python", "${script}","${client_name}","${data_folder}","${output_folder}"]
\ No newline at end of file

docker/server.Dockerfile

-
-FROM ubuntu:20.04
-FROM python:3.9-alpine
-# Define workdir
-WORKDIR /experiment
-# Set up venv
-ENV VIRTUAL_ENV=/opt/declearn
-RUN python3 -m venv $VIRTUAL_ENV
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-RUN apk --no-cache --update-cache add bash gcc gfortran build-base wget freetype-dev libpng-dev openblas-dev
-# Install declearn
-RUN pip install declearn[all]
-# Create env variables
-# Run script
-CMD ["bash", "experiment/run.sh"]

docker/server_alpine.Dockerfile

-FROM python:3.9-alpine
-# Define workdir
-WORKDIR /experiment
-# Set up venv
-ENV VIRTUAL_ENV=/opt/declearn
-RUN python3 -m venv $VIRTUAL_ENV
-ENV PATH="$VIRTUAL_ENV/bin:$PATH"
-RUN apk --no-cache --update-cache add bash gcc gfortran build-base wget freetype-dev libpng-dev openblas-dev
-# Install declearn
-RUN pip install declearn[all]
-# Run script
-CMD ["bash", "experiment/run.sh"]