Joep van den Bogaert
01/30/2025, 7:28 AMValue error, Job is missing required attributes at the following paths: /apiVersion, /kind, /metadata, /spec [type=value_error, input_value={'client': 'prefect', 'te..., 'launchStage': 'BETA'}, input_type=dict]"
Where and what should I fix?Marvin
01/30/2025, 7:28 AM/apiVersion
, /kind
, /metadata
, and /spec
. This typically occurs when configuring infrastructure for running flows, such as with Prefect workers that handle Kubernetes, Docker, or other environments.
### Steps to Fix:
1. Identify Worker Type:
- If using a Kubernetes worker, ensure you have the prefect-kubernetes
package installed and properly configured.
- For Docker, ensure the prefect-docker
package is in place.
2. Check Configuration:
- Verify that your job configuration for the worker includes the necessary fields:
- `apiVersion`: The version of the API you're interacting with (e.g., batch/v1
for Kubernetes jobs).
- `kind`: The type of resource (e.g., Job
for Kubernetes).
- `metadata`: Includes information like name
and labels
.
- `spec`: Contains the specifications for the job execution.
3. Update Deployment:
- Ensure your deployment and infrastructure configurations are correctly specifying these attributes. This might involve checking your deployment YAML or equivalent configuration files.
For more details, you can refer to the Prefect Workers documentation.
If you need further assistance, ensure your configuration aligns with the execution environment and worker type you're using.Joep van den Bogaert
01/30/2025, 7:30 AMMarvin
01/30/2025, 7:30 AMprefect-docker
library is essential for creating deployments that submit runs to various infrastructure types. Here's how you should approach the installation:
1. Docker Image for Jobs:
- Install prefect
and prefect-docker
in the Docker image that you use for your job. This ensures that the job can interact with Prefect's infrastructure and execute flows correctly.
2. Cloud Run Worker:
- Ensure that the Cloud Run worker, which is responsible for polling the work pool and executing the flow runs, has access to Prefect's API and necessary configurations. The prefect-docker
library may not need to be installed directly in the Cloud Run worker if it's only serving as a polling service.
3. General Recommendation:
- It is typically sufficient to install prefect-docker
in the Docker image that will execute the flow, as this is where the flows will run and interact with Docker. The worker's role is more about orchestrating and managing these flows rather than executing them directly.
For more details, you can refer to the Prefect Docker integration guide and Cloud Run worker setup.