<@ULVA73B9P> i've got my container running locally...
# ask-marvin
m
@Marvin i've got my container running locally and can run it from prefect cloud UI; I've pushed it to Google Artifact Registry. How do I correctly configure and run it in cloud run?
m
It seems I had a minor hiccup trying to search the documentation about deploying a container from Google Artifact Registry to Cloud Run with Prefect. Let me straighten things out and find the correct information for you. Hang tight, just like a cloud awaiting configuration! To run your container in Google Cloud Run after pushing it to Google Artifact Registry using Prefect, you need to follow a few steps based on the Prefect version you're using: 1. Container Image Setup: - Ensure your container image is publicly accessible or has the proper authentication set up. - Push your image to Google Artifact Registry. You'll need to tag your image appropriately, usually something like
us-docker.pkg.dev/<PROJECT-ID>/<REPOSITORY-NAME>/your-image-name
. 2. Prefect Configuration: - Create a
prefect.yaml
file to manage deployments. You can use Prefect's Docker deployment recipe to generate this file. Be sure to prefix your image name with the path to your docker repository in Google Artifact Registry. Learn more. 3. Deploying to Cloud Run: - You need to configure a service account with the proper roles and create a GCP credentials block in your Prefect setup. This involves provisioning infrastructure for Cloud Run, which should be guided by Prefect's documentation (source). - Direct your deployment to a Cloud Run environment. This involves setting your work pool to target Cloud Run and specifying necessary environment variables. You can monitor your worker and deployment through the Google Cloud console and Prefect UI (source). 4. Running the Flow: - Deploy your Prefect flow as a Cloud Run job, embedding it in a Docker image. Ensure you've configured environment variables correctly (source). With the above steps, your container should run successfully on Google Cloud Run within the Prefect ecosystem. I hope this guide isn't as dry as space dust. For further details, dive into Prefect's documentation for your version or the specific Docker deployment guide.