FROM python:3.10.12-slim as release

ARG USER=nroot
ARG UID=1000
ARG GID=100

# Install patches
RUN apt-get update && apt-get upgrade -y \
    && apt-get clean \
    && rm -rf /var/lib/apt/lists

# Install python packages
COPY ../requirements/predictions/predictions.txt requirements.txt
RUN pip install --no-cache-dir -r requirements.txt

# Create and configure non-root user
RUN useradd \
    --create-home \
    --uid ${UID} \
    --gid ${GID} \
    --shell /bin/bash \
    ${USER}

# Copy the project code to user home directory
COPY --chown=${UID}:${GID} ./core /home/simulation_system/core
COPY --chown=${UID}:${GID} ./MLModel /home/simulation_system/MLModel
COPY --chown=${UID}:${GID} ./predictions.py /home/simulation_system/predictions.py

# FOR TESTING
# COPY --chown=${UID}:${GID} ./model_build_data /home/simulation_system/model_build_data

# Switch user
USER ${USER}
WORKDIR /home/simulation_system

# Run the python command
CMD ["python3", "predictions.py", "--data-path", "./model_build_data/change_data/rdsap_full/test_data.parquet"]