Dockerfile

FROM python:3.10-slim

RUN useradd -m -u 1000 user
USER user
ENV PATH="/home/user/.local/bin:$PATH"

WORKDIR /home/user/mlflow

COPY --chown=user ./requirements.txt requirements.txt
RUN pip install --no-cache-dir --upgrade -r requirements.txt

RUN mkdir -p /home/user/mlflow/mlruns

EXPOSE 7860

CMD ["mlflow", "server", \
     "--host", "0.0.0.0", \
     "--port", "7860", \
     "--backend-store-uri", "sqlite:////home/user/mlflow/mlflow.db", \
     "--default-artifact-root", "s3://mlflow-artifacts-elicopter6/", \
     "--serve-artifacts"]