dusantism-db opened a new pull request, #50256:
URL: https://github.com/apache/spark/pull/50256

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   ### What changes were proposed in this pull request?
   Initial representation of SQL Scripts in the Spark UI. This PR introduces a 
`"SQL Script ID"` column in the All Executions table in `SQL / Dataframe` tab 
of Spark UI. Also, it introduces a SQL Script ID label in the single SQL 
Execution page, which is only present if the SQL Execution is executed by a 
script.
   
   To achieve this, this PR also introduces the concept of SQL Script ID, which 
is propagated throughout the script execution. A `Dataset.ofRows` overload 
which supports script id propagation is introduced.
   
   Screenshots:
   
   All Executions table:
   <img width="1476" alt="image" 
src="https://github.com/user-attachments/assets/18f5cca9-5748-47f8-93dc-5d7ef6800e7d";
 />
   
   Single Execution page:
   <img width="1479" alt="image" 
src="https://github.com/user-attachments/assets/8e8c0f7d-09f8-40ce-bf11-abb28e36aa95";
 />
   
   Non script Single Execution page remains the same:
   <img width="1478" alt="image" 
src="https://github.com/user-attachments/assets/123c60ec-a00b-424b-8190-54976b355387";
 />
   
   
   
   ### Why are the changes needed?
   Currently, there is no way to debug / view SQL scripts in the Spark UI.
   
   
   ### Does this PR introduce _any_ user-facing change?
   Yes, the Spark UI is updated to include SQL Script data.
   
   
   ### How was this patch tested?
   Existing unit tests, manual UI validation.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No.
   


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