vibhatha opened a new pull request, #43903:
URL: https://github.com/apache/arrow/pull/43903

   ### Rationale for this change
   
   The usage of `Integer` instead of `Long` must be encouraged with the usage 
of memory sizing, indexing and addresses. 
   
   ### What changes are included in this PR?
   
   This PR refactors the usage of `Integer` into `Long` along with utilities 
refactors. 
   
   ### Are these changes tested?
   
   Existing test cases. 
   
   ### Are there any user-facing changes?
   
   Yes, certain API calls may subject changes. 


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