jfahne opened a new pull request, #16082:
URL: https://github.com/apache/datafusion/pull/16082

   ## Which issue does this PR close?
   
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   - Closes #16017 
   
   ## Rationale for this change
   
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    Why are you proposing this change? If this is already explained clearly in 
the issue then this section is not needed.
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   The dataframe `describe` method serves as a tidier way to produce standard 
summary statistics about a dataset via the dataframe API. The abstraction hides 
an implicit normalization of column names performed by calls made to `col` from 
within the method's definition. @johnkerl flagged that use of datasets with 
non-normal column names (i.e. using uppercase or periods in the name) causes 
unexpected failures. The method is leaking its implementation and the fix 
provided properly seals it by escaping identifiers passed to `col`.
   
   ## What changes are included in this PR?
   
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   There is no need to duplicate the description in the issue here but it is 
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   Calls to `col` in the `describe` method of dataframes to calculate summary 
statistics are passed the escape-quoted identifier via a `format!` macro.
   
   ## Are these changes tested?
   
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   Yes, a test was added to the file: `datafusion/core/dataframe/tests/mod.rs`
   
   ## Are there any user-facing changes?
   
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   Yes, the change ensures the dataframe API behaves as expected when using the 
dataframe API.
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