FROM public.ecr.aws/lambda/python:3.10

# Set the working directory
WORKDIR ${LAMBDA_TASK_ROOT}
ENV PYTHONPATH "${PYTHONPATH}:${LAMBDA_TASK_ROOT}"

# Install necessary build tools - required to test locally
RUN yum install -y gcc python3-devel

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

# Copy the project code
COPY modules/ml-pipeline/src/pipeline ./pipeline
# Copy the handler
COPY deployment/handlers/prediction_app.py prediction_app.py
# Get the model
# RUN dev pull -r ${RUNTIME_ENVIRONMENT}

CMD [ "prediction_handler.handler" ]