I have a python package located in my Artifact Registry repository.
My Dataflow Flex Template is packaged within a Docker image with the following command:
gcloud builds submit --tag $CONTAINER_IMAGE .
Since developers are constantly changing the source code of the pipeline, this command is often run from their computers to rebuild the image.
Here is my Dockerfile:
FROM gcr.io/dataflow-templates-base/python311-template-launcher-base
ARG WORKDIR=/template
RUN mkdir -p ${WORKDIR}
WORKDIR ${WORKDIR}
ENV PYTHONPATH ${WORKDIR}
ENV FLEX_TEMPLATE_PYTHON_SETUP_FILE="${WORKDIR}/setup.py"
ENV FLEX_TEMPLATE_PYTHON_PY_FILE="${WORKDIR}/main.py"
RUN pip install --no-cache-dir -U pip && \
pip install --no-cache-dir -U keyrings.google-artifactregistry-auth
RUN pip install --no-cache-dir -U --index-url=https://europe-west9-python.pkg.dev/sample-project/python-repo/ mypackage
COPY . ${WORKDIR}/
ENTRYPOINT ["/opt/google/dataflow/python_template_launcher"]
I get the following error:
ERROR: No matching distribution found for mypackage
error building image: error building stage: failed to execute command: waiting for process to exit: exit status 1
I guess the Cloud Build process doesn't have the access rights. I'm a bit confused on how to get them from a Dockerfile.
An article I found was mentionning the use of a Service Account key file read by the Docker process, but I would like to avoid that. Could I use the Service Account impersonation feature?
Solution was simpler than expected. pip
had trouble finding the package because of misuse of the package locations flags which are --index-url
and --extra-url
. I used the former whereas I should have used the latter.
I need --extra-url
to point to my Artifact Registry repository to find my package and --index-url
to point to the default PyPI to find dependencies needed by my package.
In short, here's what I just added to my Dockerfile:
RUN pip install keyrings.google-artifactregistry-auth
RUN pip install --extra-index-url https://europe-west9-python.pkg.dev/sample-project/python-repo/simple/ mypackage==0.3.0