Michael Natkin
11/16/2024, 5:19 AMMarvin
11/16/2024, 5:19 AMus-docker.pkg.dev/<PROJECT-ID>/<REPOSITORY-NAME>/your-image-name
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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.