Weijun-H commented on issue #10231:
URL: https://github.com/apache/datafusion/issues/10231#issuecomment-2077598083

   The previous implementation appears to be incorrect because the variable 
'count' will count all 'Expr' rather than just the null ones.
   
   
https://github.com/apache/datafusion/blob/b87f210dbdd90e5f65caefac1eeb053b0f0f612e/datafusion/core/src/dataframe/mod.rs#L532-L539
   
   
https://github.com/apache/datafusion/blob/b87f210dbdd90e5f65caefac1eeb053b0f0f612e/datafusion/expr/src/expr_fn.rs#L206-L216
   
   
   Create a new aggregate function using filter could fix this issue
   ``` rust
   /// Create an expression to represent the count_null() aggregate function
   pub fn count_null(expr: Expr) -> Expr {
       Expr::AggregateFunction(AggregateFunction::new(
           aggregate_function::AggregateFunction::Count,
           vec![expr.clone()],
           false,
           Some(Box::new(expr.is_null())),
           None,
           None,
       ))
   }
   
   ```


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