Verified Solution[StackOverflow/kubernetes] Airflow Kubernetes Pods Exception ERROR - (404) Reason: Not Found
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### ROOT CAUSE
The 404 error indicates that the Kubernetes API server cannot find the requested resource (likely a Pod). This could be caused by:
1. **Incorrect resource reference**: The client (e.g., Airflow) is querying a resource that no longer exists or was never properly created.
2. **Namespace mismatch**: The pod exists but in a different namespace than the one being queried.
3. **Pod deletion**: The pod was created but immediately terminated (e.g., due to resource constraints or startup failure).
4. **API server misconfiguration**: Authentication/authorization issues or incorrect endpoint configuration.
### CODE FIX
To resolve this, ensure the following:
1. **Verify Pod Creation**:
```python
# Example: Check if pod exists before accessing
from kubernetes import client, config
from kubernetes.client.exceptions import ApiException
config.load_kube_config()
v1 = client.CoreV1Api()
try:
ret = v1.read_namespaced_pod(pod_name="your-pod-name", namespace="your-namespace")
print("Pod exists")
except ApiException as e:
print(f"Pod not found: {e}")
```
2. **Check Permissions**:
Ensure the service account used by the client has the `get` permission for pods in the target namespace:
```yaml
# Example RBAC rule
apiVersion: rbac.authorization.kubernetes.io/v1
kind: ClusterRole
rules:
- apiGroups: [""]
resources: ["pods"]
verbs: ["get"]
```
3. **Namespace Validation**:
Confirm the pod exists in the correct namespace:
```bash
kubectl get pods -n your-namespace
```
4. **Handle Transient States**:
If pods are created and deleted quickly, implement retries with exponential backoff:
```python
import time
from kubernetes.stream import stream
def get_pod_logs(pod_name, namespace):
for attempt in range(5):
try:
logs = stream(v1, "get pod/{}/log".format(pod_name), namespace=namespace)
return logs
except ApiException as e:
if e.status == 404:
time.sleep(2**attempt) # Exponential backoff
else:
raise
```
5. **Debugging**:
Use `kubectl describe pod` to check pod events:
```bash
kubectl describe pod your-pod-name -n your-namespace
```
**Note**: The specific fix depends on the context (e.g., Airflow configuration, pod creation logic). If the issue persists, investigate the pod's lifecycle events and resource constraints.
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