@Marvin how do I configure the GCP project (project id) either at the work pool level or job level?

To help you configure the GCP project (project ID) at either the work pool level or job level in Prefect, I'll first check the relevant documentation. Could you please confirm if you are using Prefect version 2.x or 3.x?

@Marvin I am using 3.x

To configure the GCP project (project ID) at the work pool or job level in Prefect 3.x, you need to follow a few steps. Here's a simplified guide: 1. Create a Service Account: You need to create a service account in your GCP project. You can do this using the Google Cloud SDK:

gcloud iam service-accounts create <SERVICE-ACCOUNT-NAME> --display-name="<DISPLAY-NAME>"

Here's an example with a predefined name:

gcloud iam service-accounts create prefect-service-account --description="service account to use for the prefect worker" --display-name="prefect-service-account"

2. Assign Permissions: Ensure that the service account has the necessary permissions to execute flow runs as Cloud Run jobs by running:

gcloud projects add-iam-policy-binding <PROJECT-ID> --member="serviceAccount:<SERVICE-ACCOUNT-NAME>@<PROJECT-ID>.<http://iam.gserviceaccount.com|iam.gserviceaccount.com>" --role="roles/iam.serviceAccountUser"
   gcloud projects add-iam-policy-binding <PROJECT-ID> --member="serviceAccount:<SERVICE-ACCOUNT-NAME>@<PROJECT-ID>.<http://iam.gserviceaccount.com|iam.gserviceaccount.com>" --role="roles/run.admin"

3. Create a Cloud Run Work Pool: Once your service account is ready and permissions are set, you can create a work pool using the Prefect UI or CLI. This involves filling out the work pool base job template. For detailed steps and instructions, please refer to the GCP Worker Guide for Prefect 3.x. Let me know if you need further assistance!

@Marvin I am seeing the wrong project used when setting

env_from_secrets

in my base job template.

It seems you're encountering an issue where the wrong GCP project is used when setting

env_from_secrets

in your base job template. Unfortunately, I couldn't find any direct documentation or GitHub issues related to this specific problem. However, here are a few steps you can take to troubleshoot and potentially resolve the issue: 1. Check Secret Configuration: Ensure that your secrets are correctly configured in the Prefect UI or via code for the intended GCP project. Verify that the secrets refer to the correct project and contain the necessary credentials. 2. Verify Work Pool Settings: Double-check the configuration of your work pool, especially the values in the base job template. Make sure that any references to GCP projects or credentials are correctly specified. 3. Environment Variable Substitution: Ensure that environment variables are being correctly substituted in your configuration files. You might want to print or log the environment variables at runtime to confirm they have the expected values. 4. Permission Check: Ensure your service account has the necessary permissions to access the specified GCP project and that it is used correctly in the work pool settings. 5. Review Prefect and GCP Integration: Follow the steps in the GCP Worker Guide for Prefect 3.x to ensure all settings and integrations are properly configured. If these steps do not resolve the issue, consider reaching out to the Prefect community or opening an issue on their GitHub repository for more targeted support. If you need more help or specifics, please let me know!