Dockerfile

# Base image Debian stretch python 3.6
FROM python:3.7.4-slim-buster

# Update Ubuntu Software repository
RUN apt-get update
RUN apt-get install -y vim
RUN apt-get install -y patch

# Upgrade pip
RUN pip install --upgrade pip

# Create folder structure and install requirements
RUN mkdir -p /trader

ADD ./requirements.txt /trader
WORKDIR /trader
RUN pip3 install -r requirements.txt

# Add code and update the working directory
ADD . /trader
WORKDIR /trader
VOLUME /trader
VOLUME /Users/renero/trader/output:/trader/output
VOLUME /Users/renero/trader/staging:/trader/staging
VOLUME /tmp:/tmp

# Patch tensorflow
RUN patch /usr/local/lib/python3.7/site-packages/keras/backend/tensorflow_backend.py < /trader/output/tf_patch1.patch
RUN patch /usr/local/lib/python3.7/site-packages/tensorboard/compat/tensorflow_stub/dtypes.py < /trader/output/tf_patch2.patch
RUN patch /usr/local/lib/python3.7/site-packages/tensorflow/python/framework/dtypes.py < /trader/output/tf_patch3.patch

# Run the application with unbuffered output to see it on real time
ENV PYTHONPATH "${PYTHONPATH}:/trader:/trader/utils:/trader/predictor:/trader/trader:/trader/indicators:/trader/retriever:/trader/updater"
CMD /trader/pipeline.sh