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Push down filter as table partition list prefix #10693

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merged 1 commit into from
May 30, 2024

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houqp
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@houqp houqp commented May 28, 2024

Rationale for this change

When applicable, table partition listing can be optimized by deriving a listing prefix based on literals provided in the filter predicates.

For a selected table with many partitions, this change reduces query time from minutes to 200ms.

What changes are included in this PR?

  • stacked on top of Display date32/64 in YYYY-MM-DD format #10691. please review that PR first.
  • added a evaluate_partition_prefix function to derive a listing prefix based on filter predicates and table partitions.
  • list_partitions extended to take an optional prefix argument.

Are these changes tested?

Tested with unit tests.

Are there any user-facing changes?

No

@github-actions github-actions bot added optimizer Optimizer rules core Core DataFusion crate sqllogictest SQL Logic Tests (.slt) labels May 28, 2024
@houqp houqp force-pushed the qp_upstream_partition_filter branch 2 times, most recently from 7278824 to b47e1e9 Compare May 29, 2024 04:12
@github-actions github-actions bot removed optimizer Optimizer rules sqllogictest SQL Logic Tests (.slt) labels May 29, 2024
@houqp houqp force-pushed the qp_upstream_partition_filter branch from b47e1e9 to 679ab29 Compare May 29, 2024 06:17
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Looks very nice to me -- thanks @houqp . I have two other test suggestions but I don't think they are required

Comment on lines 784 to 787
&[Expr::and(
Expr::eq(col("a"), lit("foo")),
Expr::eq(col("b"), lit("bar")),
)],
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You can write this kind of expression more simply like col("a").eq(lit("foo")).and(col("b").eq(lit("bar"))) though maybe what you have is more readable

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the eq helper improves readability, i applied that to all tests. i do agree with you that the .and helper makes the expression less readable.

// no prefix when filter is empty
assert_eq!(evaluate_partition_prefix(partitions, &[]), None);

// b=foo results in no prefix because a is not restricted
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I recommend adding some other tests:

  1. another negative test like a < 5 to cover the fact that only = predicates are allowed
  2. A test with the literal and constant swapped (foo = a)

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done, good suggestions.

@houqp houqp force-pushed the qp_upstream_partition_filter branch from 679ab29 to 1a29bb5 Compare May 30, 2024 08:32
@houqp houqp requested a review from alamb May 30, 2024 08:34
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🚀

@alamb alamb merged commit c775e4d into apache:main May 30, 2024
22 of 23 checks passed
@houqp houqp deleted the qp_upstream_partition_filter branch May 31, 2024 05:02
findepi pushed a commit to findepi/datafusion that referenced this pull request Jul 16, 2024
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2 participants