mzabaluev commented on code in PR #19496:
URL: https://github.com/apache/datafusion/pull/19496#discussion_r2659217039


##########
datafusion/functions-window/src/nth_value.rs:
##########
@@ -519,6 +467,87 @@ impl PartitionEvaluator for NthValueEvaluator {
     }
 }
 
+impl NthValueEvaluator {
+    fn valid_index(&self, array: &ArrayRef, range: &Range<usize>) -> 
Option<usize> {
+        let n_range = range.end - range.start;
+        if self.ignore_nulls {
+            // Calculate valid indices, inside the window frame boundaries.
+            let slice = array.slice(range.start, n_range);
+            if let Some(nulls) = slice.nulls() {
+                return match self.state.kind {
+                    NthValueKind::First => {
+                        nulls.valid_indices().next().map(|idx| idx + 
range.start)
+                    }
+                    NthValueKind::Last => {
+                        nulls.valid_indices().last().map(|idx| idx + 
range.start)
+                    }
+                    NthValueKind::Nth => {
+                        match self.n.cmp(&0) {
+                            Ordering::Greater => {
+                                // SQL indices are not 0-based.
+                                let index = (self.n as usize) - 1;
+                                nulls
+                                    .valid_indices()
+                                    .nth(index)
+                                    .map(|idx| idx + range.start)
+                            }
+                            Ordering::Less => {
+                                let reverse_index = (-self.n) as usize;
+                                if n_range < reverse_index {
+                                    // Outside the range, return NULL to avoid 
allocating
+                                    // for the sliding window that will be 
discarded in the end.
+                                    return None;
+                                }
+                                let mut window = 
VecDeque::with_capacity(reverse_index);

Review Comment:
   The queue is a bad solution, indeed. I think a simple ring buffer will do 
much better here.



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