Jefffrey commented on code in PR #19871:
URL: https://github.com/apache/datafusion/pull/19871#discussion_r2702541005


##########
datafusion/functions/src/math/signum.rs:
##########
@@ -98,6 +98,34 @@ impl ScalarUDFImpl for SignumFunc {
     }
 
     fn invoke_with_args(&self, args: ScalarFunctionArgs) -> 
Result<ColumnarValue> {
+        let arg = &args.args[0];
+
+        // Scalar fast path for float types - avoid array conversion overhead
+        if let ColumnarValue::Scalar(scalar) = arg {
+            if scalar.is_null() {
+                return ColumnarValue::Scalar(ScalarValue::Null)
+                    .cast_to(args.return_type(), None);
+            }
+
+            match scalar {
+                ScalarValue::Float64(Some(v)) => {
+                    let result = if *v == 0.0 { 0.0 } else { v.signum() };
+                    return 
Ok(ColumnarValue::Scalar(ScalarValue::Float64(Some(result))));
+                }
+                ScalarValue::Float32(Some(v)) => {
+                    let result = if *v == 0.0 { 0.0 } else { v.signum() };
+                    return 
Ok(ColumnarValue::Scalar(ScalarValue::Float32(Some(result))));
+                }
+                _ => {
+                    return internal_err!(
+                        "Unexpected scalar type for signum: {:?}",
+                        scalar.data_type()
+                    );
+                }
+            }
+        }
+
+        // Array path
         make_scalar_function(signum, vec![])(&args.args)

Review Comment:
   I think we can technically use `make_scalar_function` with the correct 
hints, but we might be trying to move away from that function, see:
   
   - https://github.com/apache/datafusion/issues/14835



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