<@ULVA73B9P> my flow is failing with the follwoing...
# ask-marvin
d
@Marvin my flow is failing with the follwoing error: " | prefect.exceptions.PrefectHTTPStatusError: Client error '401 Unauthorized' for url 'http://my-prefect-url.com/api/flow_runs/17bcda1e-6e63-4cb6-bd22-fc8b10816ab4'" I am using self hosted prefect and a kubernetes worker, I see the k8s job being created, and this Job being created throws this error. As for env vars, the Job has the env vars - name: PREFECT_API_URL value: http://my-prefect-url.com/api - name: PREFECT_API_AUTH_STRING value: my-user:****** What is the issue ?
m
thought for 34.5 seconds
Based on the research and similar issues reported, I can identify a few potential issues and solutions: 1. Authentication String Format: - The format you're using (
my-user:****
) appears correct, but make sure the password portion matches exactly what you configured on your Prefect server side with
PREFECT_SERVER_API_AUTH_STRING
. - Double-check there are no whitespace or special characters that might be causing issues. 2. Environment Variable Name: - There seems to be a potential issue with your environment variable name. Instead of
PREFECT_API_AUTH_STRING
, you should be using
PREFECT_API_KEY
for client authentication in Prefect 3.x. - Try changing your Kubernetes deployment to use:
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yaml
     - name: PREFECT_API_KEY
       value: my-user:****
3. URL Configuration: - Ensure your
PREFECT_API_URL
doesn't have any trailing slashes - Make sure the URL is accessible from within the Kubernetes cluster (you might want to use the internal Kubernetes service name if the server is in the same cluster) 4. Kubernetes Network Policies: - Since you mentioned you can see the K8s job being created, verify that there are no network policies blocking the communication between your worker pods and the Prefect server - You can test this by trying to curl the API endpoint from within a pod in the same namespace To troubleshoot: 1. First, verify the connection from within a pod:
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bash
   kubectl exec -it <your-pod-name> -- curl -v <your-prefect-api-url>/health
2. Check the logs of your Prefect server to see if there are any additional error messages:
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   kubectl logs <prefect-server-pod-name>
3. Verify that the authentication credentials are being properly injected into the pod:
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   kubectl exec -it <your-pod-name> -- env | grep PREFECT
The most likely issue is the environment variable name (
PREFECT_API_AUTH_STRING
vs
PREFECT_API_KEY
). Make this change first and see if it resolves the issue. If not, we can investigate further based on the results of the troubleshooting steps above.
d
@Marvin how can I set the PREFECT_API_KEY for my flow ? where do I set it? In the helm chart of the worker, in the job template?
m
thought for 95.8 seconds
Based on the research, here's how to properly set up the PREFECT_API_KEY for your Kubernetes worker: 1. First, create a Kubernetes Secret containing your API key:
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bash
kubectl create secret generic prefect-api-key \
  --namespace=your-namespace \
  --from-literal=key=your-user:your-password
2. In your Helm values.yaml, reference the secret. There are two places where you might need to set this: a. For the Worker itself (this ensures the worker can communicate with Prefect):
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yaml
   worker:
     env:
       - name: PREFECT_API_KEY
         valueFrom:
           secretKeyRef:
             name: prefect-api-key
             key: key
b. In the job template (this ensures the flow runs can communicate with Prefect):
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yaml
   worker:
     config:
       kubernetes:
         job_template:
           spec:
             template:
               spec:
                 containers:
                   - name: flow
                     env:
                       - name: PREFECT_API_KEY
                         valueFrom:
                           secretKeyRef:
                             name: prefect-api-key
                             key: key
3. Apply the configuration:
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helm upgrade --install prefect-worker prefect/prefect-worker -f values.yaml
Important Notes: - Make sure to replace
your-namespace
with your actual Kubernetes namespace - The secret name (
prefect-api-key
) and key (
key
) can be customized, just ensure they match between your secret creation and the helm values - If you're using a self-hosted Prefect server, make sure
PREFECT_API_URL
is also correctly set in both places - Never commit the actual API key value to version control; always use Kubernetes secrets To verify the configuration: 1. Check if the secret was created:
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kubectl get secret prefect-api-key -n your-namespace
2. Verify the worker pod has the environment variables:
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kubectl exec -it <worker-pod-name> -n your-namespace -- env | grep PREFECT
If you're still seeing authentication errors after setting this up, we can troubleshoot further by: 1. Checking the worker logs 2. Verifying the secret is mounted correctly 3. Ensuring the API key value is correct 4. Confirming network connectivity to your Prefect server Would you like me to help you verify any of these aspects?