Skip to content

[DISCUSSION]: Inconsistent Behavior Between prefer_existing_sort and AggregateExec's required_input_ordering #14231

@mertak-synnada

Description

@mertak-synnada

I noticed an inconsistency in how the optimizer handles ordering in certain scenarios, particularly involving the prefer_existing_sort configuration and the creation behavior of AggregateExec.

1. Background on prefer_existing_sort

The prefer_existing_sort configuration, part of the enforce_distribution optimizer rule, determines whether the optimizer should use an order-preserving RepartitionExec or a non-order-preserving one. If order needs to be satisfied above the RepartitionExec, a SortExec is added.

if (!ordering_satisfied || !order_preserving_variants_desirable)
&& child.data
{
child = replace_order_preserving_variants(child)?;
// If ordering requirements were satisfied before repartitioning,
// make sure ordering requirements are still satisfied after.
if ordering_satisfied {
// Make sure to satisfy ordering requirement:
child = add_sort_above_with_check(
child,
required_input_ordering.clone(),
None,
);
}
}

2. Creation Behavior of AggregateExec

AggregateExec sets its required_input_ordering based solely on its group-by expressions without checking any configuration like prefer_existing_sort. This effectively makes the ordering a hard requirement.

let indices = get_ordered_partition_by_indices(&groupby_exprs, &input);
let mut new_requirement = LexRequirement::new(
indices
.iter()
.map(|&idx| PhysicalSortRequirement {
expr: Arc::clone(&groupby_exprs[idx]),
options: None,
})
.collect::<Vec<_>>(),
);
let req = get_finer_aggregate_exprs_requirement(
&mut aggr_expr,
&group_by,
input_eq_properties,
&mode,
)?;
new_requirement.inner.extend(req);
new_requirement = new_requirement.collapse();

3. The issue

When these two behaviors interact, if the order is being preserved below a RepartitionExec and above the RepartitionExec if there's an AggregateExec, the optimizer decides to add a SortExec, no matter what prefer_existing_sort is set (because now it's a hard requirement).

AggregateExec: mode=FinalPartitioned, ...
  SortExec: ..., preserve_partitioning=[true]
    RepartitionExec: ....
      CsvExec: ...

While AggregateExec benefits from receiving ordered input, adding a SortExec in this context can incur a significant performance cost, negating any benefits of preserving the order.

4. Possible solutions:

A straightforward approach could involve AggregateExec respecting the prefer_existing_sort configuration before adding ordering requirements. However, this introduces challenges:

The prefer_existing_sort setting exists at the optimizer level and injecting it into AggregateExec may lead to poor design. Also evaluating this configuration at runtime feels conceptually incorrect.

Given these challenges, I wanted to open a discussion on alternative solutions or design approaches to address this behavior.

Looking forward to hearing the community's thoughts on this!

Metadata

Metadata

Assignees

No one assigned

    Labels

    No labels
    No labels

    Type

    No type

    Projects

    No projects

    Milestone

    No milestone

    Relationships

    None yet

    Development

    No branches or pull requests

    Issue actions