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[Data] Try get size_bytes from metadata and consolidate metadata methods #46862

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merged 13 commits into from
Jul 31, 2024

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@bveeramani bveeramani commented Jul 30, 2024

Why are these changes needed?

LogicalOperator and Datasource expose methods like schema() to make metadata efficiently available to Dataset APIs like Dataset.schema(). Currently, LogicalOperator exposes three such methds: num_rows(), schema(), and input_files().

This PR adds size_bytes() because it was missing. To simplify the interface, it also consolidates the metadata methods into a single aggregate_output_metadata() method.

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
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    • This PR is not tested :(

Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
@bveeramani bveeramani changed the title [Data] [Data] Try get size_bytes from metadata and consolidate metadata methods Jul 30, 2024
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
@bveeramani bveeramani marked this pull request as ready for review July 30, 2024 17:01
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Comment on lines +49 to 50
if all(bundle.num_rows() is not None for bundle in self.input_data):
return sum(bundle.num_rows() for bundle in self.input_data)
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nit: not a big deal especially since it elongates the code. technically this is a double for loop, which could be optimized into one loop and early exit if we run into a Non num_rows. something like:

sum_num_rows = 0
for bundle in self.input_data:
    if not bundle.num_rows():
        return None
    sum_num_rows += bundle.num_rows()
return sum_num_rows

and the same could be applied in other similar places, e.g. _size_bytes method and methods in AbstractFrom. it may be worthwhile to put this logic in a shared utility function, for example as a static method in BlockMetadata.

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Makes sense, although I prefer keeping as-is since we don't know if this is a performance issue and I want to avoid premature optimization

Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
Signed-off-by: Balaji Veeramani <balaji@anyscale.com>
@bveeramani bveeramani enabled auto-merge (squash) July 31, 2024 01:56
@github-actions github-actions bot added the go add ONLY when ready to merge, run all tests label Jul 31, 2024
@bveeramani bveeramani merged commit a13fc9a into ray-project:master Jul 31, 2024
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2 participants