steFaiz opened a new pull request, #7867:
URL: https://github.com/apache/paimon/pull/7867

   ### Purpose
   Currently, if we concurrently trigger columns update jobs for data evolution 
table, the later jobs will be failed:
   <img width="2458" height="422" alt="image" 
src="https://github.com/user-attachments/assets/d08d319c-c368-4246-b067-7e339e8bf332";
 />
   
   This happens even we are updating different columns.
   However, we could only forbidden updating the same columns. This PR 
introduces a RowIdColumnConflictChecker and use binary search to accelerate 
check process.
   
   ### Tests
   UT Cases for Spark and Unit Tests for core.


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