Brendan Kennedy
02/19/2025, 3:06 AMMarvin
02/19/2025, 3:06 AMkubeconfig
) file to make sure it's correctly set up with the right context and user credentials.
3. Inspect Prefect Agent Permissions: If you're using a Prefect agent to interact with Kubernetes, ensure that the agent has the correct permissions. This may involve updating the role or cluster role associated with the agent.
4. Review Kubernetes API Access: Ensure that the Kubernetes API is accessible from where the request is being made. Network policies or firewalls might be blocking access.
5. Check Prefect Deployment: If this is part of a Prefect deployment, ensure that the deployment configuration is correct and that the agent is properly registered with the Prefect server.
If these steps do not resolve the issue, you may want to consult the Kubernetes and Prefect documentation for more detailed troubleshooting or reach out to the respective support communities for assistance. If you have specific questions about Prefect's configuration, feel free to ask!Nate
02/19/2025, 3:07 AMBrendan Kennedy
02/19/2025, 3:07 AMNate
02/19/2025, 3:08 AMBrendan Kennedy
02/19/2025, 3:09 AMBrendan Kennedy
02/19/2025, 3:55 AMprefect-worker
as created from the helm chart or using a custom role with full api access I still get this error. Are there any other thoughts on a workaround? I've tried reinstalling all charts in the namespace. EKS Version: 1.32
rules:
- apiGroups: ["*"]
resources: ["*"]
verbs: ["*"]
File "/usr/local/lib/python3.11/site-packages/kubernetes_asyncio/client/rest.py", line 247, in POST
return (await self.request("POST", url,
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.11/site-packages/kubernetes_asyncio/client/rest.py", line 204, in request
raise ApiException(http_resp=r)
kubernetes_asyncio.client.exceptions.ApiException: (401)
Reason: Unauthorized
HTTP response headers: <CIMultiDictProxy('Audit-Id': '6b5e3e80-e821-4a01-85d2-5a63c7277fe2', 'Cache-Control': 'no-cache, private', 'Content-Type': 'application/json', 'Date': 'Wed, 19 Feb 2025 03:39:39 GMT', 'Content-Length': '129')>
HTTP response body: {"kind":"Status","apiVersion":"v1","metadata":{},"status":"Failure","message":"Unauthorized","reason":"Unauthorized","code":401}
Kube API Log
{"kind":"Event","apiVersion":"audit.k8s.io/v1","status":"Failure","message":"Unauthorized","reason":"Unauthorized","code":401}}
Prefect Worker.yaml
worker:
config:
baseJobTemplate:
configuration: |
...
"service_account_name": {
"type": "string",
"title": "Service Account Name",
"default": "prefect-full-access",
"description": "The Kubernetes service account to use for job creation."
...
"job_configuration": {
"job_manifest": {
"kind": "Job",
"spec": {
"template": {
"spec": {
"serviceAccountName": "{{ service_account_name }}"
Marvin
02/19/2025, 3:57 AMMarvin
02/19/2025, 4:00 AMMarvin
02/19/2025, 4:01 AMMarvin
02/19/2025, 4:02 AMprefect-full-access
is correctly bound to a role that has the necessary permissions. Even though you've given it full API access, ensure that the role binding is properly configured and associated with the correct namespace.
2. Kubernetes API Access: Double-check that the Kubernetes API server is accessible from the environment where the Prefect worker is running. Network policies or security groups might be restricting access.
3. Token Authentication: Verify that the token used by the service account is valid and correctly mounted in the Prefect worker pod. You can check the service account's secret and ensure it's properly referenced in the pod.
4. Prefect Configuration: Make sure that the Prefect worker is configured to use the correct service account. This involves verifying the serviceAccountName
in your Helm chart or Kubernetes manifest.
5. API Key and Prefect Cloud: If you're using Prefect Cloud, ensure that the API key is correctly configured and has the necessary permissions to interact with the cloud workspace.
6. Helm Chart Configuration: Review your Helm chart values to ensure that all configurations are correct, including the namespace, service account, and any other relevant settings.
For more detailed guidance, you can refer to the following resources from the Prefect documentation:
- Kubernetes Infrastructure Examples
- Managing Service Accounts in Prefect
If these steps don't resolve the issue, consider checking the Kubernetes API logs for more detailed error messages or consult the Prefect community forums for further assistance.Brendan Kennedy
02/19/2025, 4:42 AM