### Why are the changes needed?
We meet below issue:
For spark on yarn:
```
spark.yarn.submit.waitAppCompletion=false
kyuubi.engine.yarn.submit.timeout=PT10M
```
Due to network issue, the application submission was very slow.
It was submitted after 15 minutes.
<img width="1430" alt="image" src="https://github.com/user-attachments/assets/a326c3d1-4d39-42da-b6aa-cad5f8e7fc4b" />
<img width="1350" alt="image" src="https://github.com/user-attachments/assets/8e20056a-bd71-4515-a5e3-f881509a34b2" />
Then the batch failed from PENDING state to ERRO state directly, due to application state NOT_FOUND(exceeds the kyuubi.engine.yarn.submit.timeout).
a54ee39ab3/kyuubi-server/src/main/scala/org/apache/kyuubi/engine/ApplicationOperation.scala (L99-L106)
<img width="1727" alt="image" src="https://github.com/user-attachments/assets/20a2987c-675c-4136-a107-001f30b1b217" />
Here is the operation event:
<img width="1727" alt="image" src="https://github.com/user-attachments/assets/e2bab9c3-a959-4e2b-a207-813ae6489b30" />
But from the batch log, the current application status should be `PENDING`.
```
:2025-03-21 17:36:19.350 INFO [KyuubiSessionManager-exec-pool: Thread-176922] org.apache.kyuubi.operation.BatchJobSubmission: Batch report for bbba09c8-3704-4a87-8394-9bcbbd39cc34, Some(ApplicationInfo(application_1741747369441_2258235,6042072c-e8fa-425d-a6a3-3d5bbb4ec1e3-275732_6042072c-e8fa-425d-a6a3-3d5bbb4ec1e3-275732.e3a34b86-7fc7-43ea-b4a5-1b6f27df54b5.0_20250322002147.stm,PENDING,Some(https://apollo-rno-rm-2.vip.hadoop.ebay.com:50030/proxy/application_1741747369441_2258235/),Some()))
```
So, we should retrieve the batch application info after the submission process terminated before checking the application failed, to get the current application information to prevent the corner case:
1. the application submission time exceeds the `kyuubi.engine.yarn.submit.timeout` and the app state is NOT FOUND
2. can not get the application report before the submission process terminated
3. then the batch state to ERROR from PENDING directly.
Conclusion:
The application state transition was:
UNKNOWN(before submit timeout) -> NOT_FOUND(reach submit timeout) -> processExit -> batchOpError -> PENDING(updateApplicationInfoMetadataIfNeeded) -> UNKNOWN(batchError but app not terminated)
After this PR, it should be:
UNKNOWN(before submit timeout) -> NOT_FOUND(reach submit timeout) -> processExit-> PENDING(after process terminated) -> ....
### How was this patch tested?
Existing GA.
### Was this patch authored or co-authored using generative AI tooling?
No.
Closes#6997 from turboFei/app_not_found_v2.
Closes#6997
370cf49e9 [Wang, Fei] v2
912ec28ca [Wang, Fei] nit
3c376f922 [Wang, Fei] log the op ex
d9cbdb87d [Wang, Fei] fix app not found
Authored-by: Wang, Fei <fwang12@ebay.com>
Signed-off-by: Wang, Fei <fwang12@ebay.com>
196b47e32a