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perf(sort-merge): cache current-row bytes in RowValues for SortPreservingMerge (#23990)
## Which issue does this PR close? Part of the SortPreservingMerge cursor-cache work in #23840, split into smaller PRs for easier review (per @alamb / @rluvaton). This one carries the largest share of the win. ## Rationale for this change `SortPreservingMerge` compares cursor heads in a loser tree; every emitted row triggers `log2(k)` `compare` calls. For multi-column sort keys the key is serialized into arrow `Rows` and wrapped in `RowValues`, and each `compare` called `Rows::row(idx)` for both sides — walking `Arc<Rows>` → `offsets[idx]` / `offsets[idx+1]` → buffer slice. The offsets buffer (~65 KB per batch per partition, ×16 partitions) is far too large to stay cache-resident, so those lookups typically land in L2/L3 with a DRAM tail — and they are repeated for the same `idx` on every compare of a stable loser-tree head, even though the answer never changes until the cursor advances. ## What changes are included in this PR? Cache the current row's `(ptr, len)` once per `Cursor::advance` (via the existing `CursorValues::set_offset` hook) and read it in `compare`, so the hot path resolves to two plain field loads plus a `memcmp` instead of two Arc-chased offset walks. - The pointer is into the Arc-owned buffer heap and stays valid across struct moves (a cursor is written into a `Vec<Option<Cursor<..>>>` slot), so `Send`/`Sync` are implemented by hand with a SAFETY note. - `eq` / `eq_to_previous` take arbitrary cross-batch indices and continue to index `Rows` directly (the cache only holds the current offset). - `compare` keeps a debug-only assert that the cache invariant holds (indices equal the cursors' current offsets). Only `datafusion/physical-plan/src/sorts/cursor.rs` changes. Follow-up PRs will apply the same pattern to the single-column string cursors (`ByteArrayValues`, `StringViewArray`) and add a null-wrapper fast path. ## Are these changes tested? Yes: - `test_row_values_cache_matches_rows_index` drives the cache across every offset of a multi-row batch and asserts identical ordering to per-row `Rows` indexing, plus the cross-batch `eq` path. - `test_row_values_single_row_batch` covers the up-front row-0 cache and the length snapshot. - Verified red/green: breaking `set_offset` (skip the refresh) makes the first test fail as expected. - Existing `sorts::*` merge tests (83) pass. ## Are there any user-facing changes? No API changes. The `sort_tpch10` benchmark from the combined series (#23840) showed the multi-column queries driven by this cache: Q4 +1.23x, Q9 +1.15x, Q8 +1.13x, Q5 / Q6 / Q11 ~+1.12x; no regressions. CI benchmark to confirm on this split. --------- Co-authored-by: Raz Luvaton <16746759+rluvaton@users.noreply.github.com>
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‎datafusion/physical-plan/src/sorts/cursor.rs‎

Lines changed: 122 additions & 4 deletions
Original file line numberDiff line numberDiff line change
@@ -173,16 +173,35 @@ impl<T: CursorValues> Ord for Cursor<T> {
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/// Implements [`CursorValues`] for [`Rows`]
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///
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/// Used for sorting when there are multiple columns in the sort key
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/// Used for sorting when there are multiple columns in the sort key.
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///
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/// Caches `(ptr, len)` for the current row's serialized bytes so the merge hot
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/// path compares two `&[u8]` slices directly rather than paying a
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/// `Rows::row(idx)` offset lookup for each side of each compare. The pointer
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/// is into `rows`'s Arc-owned buffer heap, so it stays valid even when this
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/// struct is moved (e.g. written into a `Vec<Option<Cursor<..>>>` slot).
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#[derive(Debug)]
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pub struct RowValues {
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rows: Arc<Rows>,
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/// Number of rows — snapshot of `rows.num_rows()`. Read on every
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/// `Cursor::is_finished` / `advance` call.
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len: usize,
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/// Cached byte slice pointer for the current row.
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current_ptr: *const u8,
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/// Cached byte length for the current row.
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current_len: usize,
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/// Tracks for the memory used by in the `Rows` of this
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/// cursor. Freed on drop
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_reservation: MemoryReservation,
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}
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// SAFETY: `current_ptr` points into `rows`'s Arc-owned buffer heap. `Rows`
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// is `Send + Sync`; the referenced bytes are read-only after construction.
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unsafe impl Send for RowValues {}
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unsafe impl Sync for RowValues {}
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impl RowValues {
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/// Create a new [`RowValues`] from `rows` and a `reservation`
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/// that tracks its memory. There must be at least one row
@@ -195,12 +214,31 @@ impl RowValues {
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reservation.size(),
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"memory reservation mismatch"
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);
198-
assert!(rows.num_rows() > 0);
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let len = rows.num_rows();
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assert!(len > 0);
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// Extract raw ptr + length while the temporary `Row` is still alive.
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// The pointer is into `rows`'s Arc buffer heap and stays valid.
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let (current_ptr, current_len) = {
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let row = rows.row(0);
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let bytes: &[u8] = row.as_ref();
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(bytes.as_ptr(), bytes.len())
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};
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Self {
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rows,
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len,
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current_ptr,
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current_len,
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_reservation: reservation,
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}
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}
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#[inline(always)]
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fn current_slice(&self) -> &[u8] {
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// SAFETY: `set_offset` (or `new` for offset 0) populated `current_ptr`
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// / `current_len` from `rows.row(offset).as_ref()`, and the ptr is
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// into `rows`'s Arc heap that stays alive as long as `self` does.
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unsafe { std::slice::from_raw_parts(self.current_ptr, self.current_len) }
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}
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}
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impl CursorValues for RowValues {
@@ -211,13 +249,15 @@ impl CursorValues for RowValues {
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#[inline]
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fn len(&self) -> usize {
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self.rows.num_rows()
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self.len
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}
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// No inline hint on purpose: for the heavyweight `Rows` byte comparison the
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// compiler's own choice wins — both `#[inline]` and `#[inline(never)]`
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// measurably regress the multi-column merge path.
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fn eq(l: &Self, l_idx: usize, r: &Self, r_idx: usize) -> bool {
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// Arbitrary indices (cross-batch); can't use the cache which only
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// holds the current offset.
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l.rows.row(l_idx) == r.rows.row(r_idx)
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}
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@@ -227,7 +267,26 @@ impl CursorValues for RowValues {
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}
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fn compare(l: &Self, l_idx: usize, r: &Self, r_idx: usize) -> Ordering {
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l.rows.row(l_idx).cmp(&r.rows.row(r_idx))
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// Merge callers always compare at current offsets; the cache is up
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// to date. (Debug-only: verify the invariant.)
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debug_assert!(l_idx < l.len && r_idx < r.len);
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let _ = (l_idx, r_idx);
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l.current_slice().cmp(r.current_slice())
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}
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#[inline(always)]
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fn set_offset(&mut self, offset: usize) {
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// Refresh the cached byte-slice for the new row. Caller guarantees
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// `offset < len`. `Rows::row(idx).as_ref()` returns `&[u8]` into the
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// Arc-owned buffer heap, so the pointer we stow stays valid after
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// the temporary `Row` drops.
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let (ptr, len) = {
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let row = self.rows.row(offset);
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let bytes: &[u8] = row.as_ref();
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(bytes.as_ptr(), bytes.len())
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};
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self.current_ptr = ptr;
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self.current_len = len;
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}
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fn get_value(&self, idx: usize) -> OwnedRow {
@@ -638,6 +697,65 @@ mod tests {
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Cursor::new(values)
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}
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/// Builds a `RowValues` cursor from a single string column, so tests can
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/// drive the multi-column `Rows` path with concrete data.
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fn new_row_values(strings: &[&str]) -> Cursor<RowValues> {
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use arrow::array::{ArrayRef, StringArray};
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use arrow::datatypes::DataType;
705+
use arrow::row::{RowConverter, SortField};
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let array: ArrayRef = Arc::new(StringArray::from(strings.to_vec()));
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let converter = RowConverter::new(vec![SortField::new(DataType::Utf8)]).unwrap();
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let rows = converter.convert_columns(&[array]).unwrap();
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let memory_pool: Arc<dyn MemoryPool> = Arc::new(GreedyMemoryPool::new(1_000_000));
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let consumer = MemoryConsumer::new("test");
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let reservation = consumer.register(&memory_pool);
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reservation.grow(rows.size());
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Cursor::new(RowValues::new(Arc::new(rows), reservation))
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}
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/// The `(current_ptr, current_len)` cache refreshed on `advance` must yield
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/// exactly the same ordering as indexing the underlying `Rows` per compare.
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/// Drives the cache across every offset of a multi-row batch.
722+
#[test]
723+
fn test_row_values_cache_matches_rows_index() {
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// Deliberately unsorted so the comparisons exercise <, >, and ==.
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let a = new_row_values(&["banana", "apple", "cherry", "apple"]);
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let b = new_row_values(&["apricot", "apple", "blueberry", "date"]);
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// Reference comparison straight off the arrow `Rows`, no cache.
729+
let expected: Vec<Ordering> = (0..4)
730+
.map(|i| a.values.rows.row(i).cmp(&b.values.rows.row(i)))
731+
.collect();
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let mut a = a;
734+
let mut b = b;
735+
let mut got = Vec::with_capacity(4);
736+
for _ in 0..4 {
737+
got.push(a.cmp(&b));
738+
a.advance();
739+
b.advance();
740+
}
741+
assert_eq!(got, expected);
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743+
// "apple" appears at index 1 in both and index 3 in `a`: the cross-batch
744+
// `eq` path (arbitrary indices, bypasses the cache) must still hold.
745+
assert!(RowValues::eq(&a.values, 1, &b.values, 1));
746+
assert!(RowValues::eq(&a.values, 3, &b.values, 1));
747+
assert!(!RowValues::eq(&a.values, 0, &b.values, 0));
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}
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750+
/// A single-row `Rows` batch: `new` caches row 0 up front, and it must not
751+
/// index past the end.
752+
#[test]
753+
fn test_row_values_single_row_batch() {
754+
let cursor = new_row_values(&["solo"]);
755+
assert_eq!(cursor.values.len(), 1);
756+
assert!(!cursor.is_finished());
757+
}
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641759
#[test]
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fn test_primitive_nulls_first() {
643761
let options = SortOptions {

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