AngersZhuuuu opened a new pull request #35342:
URL: https://github.com/apache/spark/pull/35342


   ### What changes were proposed in this pull request?
   Current test framework for file based data source is complex and mess, 
   this pr we aim to convert FileBasedDataSourceSuite to a base suite, and 
implement it for each datasources.
   
   Later I will review some existing unit tests to integrate into this new 
testing framework
   
   ### Why are the changes needed?
   Refactor code
   
   
   ### Does this PR introduce _any_ user-facing change?
   No
   
   
   ### How was this patch tested?
   Existed UT
   


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