perf: Optimize IsNotNullExpr #11586
perf: Optimize IsNotNullExpr #11586
Conversation
There was a problem hiding this comment.
Thanks @andygrove -- I think it would be good to add basic test coverage for Union but otherwise this looks great to me
| }; | ||
| compute::not(&is_null).map_err(Into::into) | ||
| } else { | ||
| compute::is_not_null(array.as_ref()).map_err(Into::into) |
There was a problem hiding this comment.
This goes faster because it calls a single kernel (compute::is_not_null) rather than 2 (is_null and not)?
Could we add some basic tests for union? Perhaps following the model in #11321 ?
There was a problem hiding this comment.
This goes faster because it calls a single kernel (
compute::is_not_null) rather than 2 (is_nullandnot)?
Yes, exactly. It avoids creating an interim vector that is then discarded.
Could we add some basic tests for union? Perhaps following the model in #11321 ?
We do already have at least one test for IS NOT NULL for union, that was added in #11321.
There is no functional change for union in this PR. The code in compute_is_not_null for union is copied from the compute_is_null method, and adds a call to not, so it is doing the same thing as before but the flow changed a little.
Union is the only case that this PR does not optimize for, because I didn't want to mess with the temporary workaround that is in place.
There was a problem hiding this comment.
@alamb I pushed a change to simplify the PR and remove the duplicated union code. Let me know if that makes things clearer (or not).
|
|
||
| /// workaround <https://github.com/apache/arrow-rs/issues/6017>, | ||
| /// this can be replaced with a direct call to `arrow::compute::is_not_null` once it's fixed. | ||
| pub(crate) fn compute_is_not_null(array: ArrayRef) -> Result<BooleanArray> { |
There was a problem hiding this comment.
this code looks good to me -- I think it also ends up supporting UnionArray in IS NOT NULL
cc @samuelcolvin who added this code in #11321
| /// this can be replaced with a direct call to `arrow::compute::is_not_null` once it's fixed. | ||
| pub(crate) fn compute_is_not_null(array: ArrayRef) -> Result<BooleanArray> { | ||
| if array.as_any().is::<UnionArray>() { | ||
| compute::not(&compute_is_null(array)?).map_err(Into::into) |
There was a problem hiding this comment.
I did not optimize the union handling - this still calls is_null and not
There was a problem hiding this comment.
this is lgtm, thanks @andygrove
For UNION all we can do a followup PR
4 participants
Which issue does this PR close?
N/A
Rationale for this change
What changes are included in this PR?
Are these changes tested?
Are there any user-facing changes?