zhuqi-lucas opened a new pull request, #16604:
URL: https://github.com/apache/datafusion/pull/16604

   ## Which issue does this PR close?
   - Closes [#16603](https://github.com/apache/datafusion/issues/16603)
   
   ## Rationale for this change
   
   When debugging the issue:
   https://github.com/apache/datafusion/issues/16591
   
   I found that:
   
   Currently, our benchmark debug is not using explain tree format, this ticket 
will improve it to tree format.
   
   ## What changes are included in this PR?
   Currently, our benchmark debug is not using explain tree format, this ticket 
will improve it to tree format.
   
   Add explain_option_format API for dataframe, using the API for benchmark 
debug.
   ## Are these changes tested?
   
   Tested
   
   ## Are there any user-facing changes?
   
   Default to tree format for benchmark.


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