FROM python:3.7.0
LABEL maintainer="Albert Franzi"

ENV MLFLOW_HOME /opt/mlflow
ENV SERVER_PORT 5000
ENV SERVER_HOST 0.0.0.0
ENV FILE_STORE ${MLFLOW_HOME}/fileStore
ENV ARTIFACT_STORE ${MLFLOW_HOME}/artifactStore

RUN pip install mlflow && \
    mkdir -p ${MLFLOW_HOME}/scripts && \
    mkdir -p ${FILE_STORE} && \
    mkdir -p ${ARTIFACT_STORE}

COPY scripts/run.sh ${MLFLOW_HOME}/scripts/run.sh
RUN chmod +x ${MLFLOW_HOME}/scripts/run.sh

EXPOSE ${SERVER_PORT}/tcp

VOLUME ["${MLFLOW_HOME}/scripts/", "${FILE_STORE}", "${ARTIFACT_STORE}"]

WORKDIR ${MLFLOW_HOME}

ENTRYPOINT ["./scripts/run.sh"]