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return absent stats when filters are pushed down #12471

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@waruto210 waruto210 commented Sep 15, 2024

Which issue does this PR close?

Closes #12416.

Rationale for this change

Fix the bug mentioned in #12416.

What changes are included in this PR?

Unlike what was mentioned in #12416, I chose to return absent stats because it's hard to know the selectivity of the filters, and also, for filters that can be resolved using only partition cols, there's no need to pushdown them to the TableScanExec, which would otherwise produce useless unhandled pruning predicate.

Are these changes tested?

Yes

Are there any user-facing changes?

@github-actions github-actions bot added physical-expr Physical Expressions core Core DataFusion crate labels Sep 15, 2024
@waruto210 waruto210 force-pushed the return_inexact_stats_with_filter_pushdown branch 2 times, most recently from 90cd6b5 to 20c74b9 Compare September 15, 2024 18:48
@waruto210 waruto210 changed the title return inexact stats when filters are pushed down return absent stats when filters are pushed down Sep 15, 2024
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@alamb alamb left a comment

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Thank you @waruto210 -- I think this is a great start

I left some comments -- let us know what you think

// When filters are pushed down, we have no way of knowing the exact statistics.
// Note that pruning predicate is also a kind of filter pushdown.
let stats = if self.pruning_predicate.is_some()
|| self.page_pruning_predicate.is_some()
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I think bloom filters should also belong in this list 🤔

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Bloom filters are used by pruning_predicate .

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Makes sense, maybe we can update the comments to help future readers. I left a suggestion

datafusion/core/tests/sql/path_partition.rs Outdated Show resolved Hide resolved
@waruto210 waruto210 force-pushed the return_inexact_stats_with_filter_pushdown branch from 20c74b9 to a7606b4 Compare September 18, 2024 08:00
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@alamb PTAL

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Thanks @waruto210 this looks good to me now

I do think it is worth considering more explicit test coverage for partition column pushdown, but I don't think it is required.

Thanks again for the contribution

// When filters are pushed down, we have no way of knowing the exact statistics.
// Note that pruning predicate is also a kind of filter pushdown.
let stats = if self.pruning_predicate.is_some()
|| self.page_pruning_predicate.is_some()
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Makes sense, maybe we can update the comments to help future readers. I left a suggestion

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TableScanExec return exact stats when it contain's filters
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