### Why are the changes needed?
1. Audit the kubernetes resource event type.
2. Fix the process logical for DELETE event.
Before this pr:
I tried to delete the POD manually, then I saw that, kyuubi thought the `appState=PENDING`.
```
:2025-04-15 13:58:20.320 INFO [-1077768163-pool-36-thread-7] org.apache.kyuubi.engine.KubernetesApplicationAuditLogger: eventType=DELETE label=3c58e9fd-cf8c-4cc3-a9aa-82ae40e200d8 context=97 namespace=dls-prod pod=kyuubi-spark-3c58e9fd-cf8c-4cc3-a9aa-82ae40e200d8-driver podState=Pending containers=[] appId=spark-cd125bbd9fc84ffcae6d6b5d41d4d8ad appState=PENDING appError=''
```
It seems that, the pod status in the event is the snapshot before pod deleted.
Then we would not receive any event for this POD, and finally the batch FINISHED with application `NOT_FOUND` .
<img width="1389" alt="image" src="https://github.com/user-attachments/assets/5df03db6-0924-4a58-9538-b196fbf87f32" />
Seems we need to process the DELETE event specially.
1. get the app state from the pod/container states
2. if the applicationState got is terminated, return the applicationState directly
3. otherwise, the applicationState should be FAILED, as the pod has been deleted.
### How was this patch tested?
<img width="1614" alt="image" src="https://github.com/user-attachments/assets/11e64c6f-ad53-4485-b8d2-a351bb23e8ca" />
### Was this patch authored or co-authored using generative AI tooling?
No.
Closes#7026 from turboFei/k8s_audit.
Closes#7026
4e5695d34 [Wang, Fei] for delete
c16757218 [Wang, Fei] audit the pod event type
Authored-by: Wang, Fei <fwang12@ebay.com>
Signed-off-by: Wang, Fei <fwang12@ebay.com>
82e1673cae