[Data] Fix incorrect pending task size if outputs are empty #47604
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
Why are these changes needed?
If an operator outputs empty blocks, then Ray Data thinks that the operator has 256 MiB of pending task outputs, even though it should be 0. For example:
The reason for the bug is because we check if
average_bytes_per_output
is truthy rather than if it's notNone
.ray/python/ray/data/_internal/execution/interfaces/op_runtime_metrics.py
Lines 369 to 371 in 1f83fb4
Related issue number
Checks
git commit -s
) in this PR.scripts/format.sh
to lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/
under thecorresponding
.rst
file.