FROM python:3.12 AS builder COPY requirements.txt . # install dependencies to the local user directory (eg. /root/.local) RUN pip3 install --user -r requirements.txt # second stage FROM python:3.12-slim WORKDIR /code # copy only the dependencies that are needed for our application and the source files COPY --from=builder /root/.local /root/.local COPY ./source . # update PATH ENV PATH=/root/.local:$PATH # make sure you include the -u flag to have our stdout logged # CMD [ "python", "-u", "./main.py" ] EXPOSE 8080 # CMD [ "bash", "./run.sh" ] CMD [ "python", "app.py" ]