coderfender commented on code in PR #3559:
URL: https://github.com/apache/datafusion-comet/pull/3559#discussion_r2893124468


##########
native/spark-expr/src/conversion_funcs/numeric.rs:
##########
@@ -75,6 +75,56 @@ pub(crate) fn 
is_df_cast_from_decimal_spark_compatible(to_type: &DataType) -> bo
     )
 }
 
+macro_rules! cast_float_to_timestamp_impl {
+    ($array:expr, $builder:expr, $primitive_type:ty, $eval_mode:expr) => {{
+        let arr = $array.as_primitive::<$primitive_type>();
+        for i in 0..arr.len() {
+            if arr.is_null(i) {
+                $builder.append_null();
+            } else {
+                let val = arr.value(i) as f64;
+                // Path 1: NaN/Infinity check - error says TIMESTAMP
+                if val.is_nan() || val.is_infinite() {
+                    if $eval_mode == EvalMode::Ansi {
+                        return Err(SparkError::CastInvalidValue {
+                            value: val.to_string(),
+                            from_type: "DOUBLE".to_string(),
+                            to_type: "TIMESTAMP".to_string(),
+                        });
+                    }
+                    $builder.append_null();
+                } else {
+                    // Path 2: Multiply then check overflow - error says BIGINT
+                    let micros = val * MICROS_PER_SECOND as f64;
+                    if micros.floor() <= i64::MAX as f64 && micros.ceil() >= 
i64::MIN as f64 {

Review Comment:
   Perhaps your query context changes could help us pass the right error 
messages across :) 



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