feat(parquet): support pushing bitmaps down to page-level filtering (except for nested columns)#375
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zhf999 wants to merge 11 commits into
Open
feat(parquet): support pushing bitmaps down to page-level filtering (except for nested columns)#375zhf999 wants to merge 11 commits into
zhf999 wants to merge 11 commits into
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Purpose
This PR follows PR#371.
TargetRowGrouptype to carry row-group index, partial-match status, row ranges, and read-range exclusion flags consistently across planning and reading phases.Changes
src/paimon/format/parquet/target_row_group.hTargetRowGroupclass andTargetRowGroupsalias.row_ranges.h.src/paimon/format/parquet/parquet_file_batch_reader.hTargetRowGroupsinstead of rawstd::vector<int32_t>.FindColumnWithOffsetIndexandFilterPagesByBitmap.src/paimon/format/parquet/parquet_file_batch_reader.cppSetReadSchema, switched row-group candidate list toTargetRowGroupsand applied bitmap filter before page-index filtering.FilterRowGroupsByPageIndexto intersect page ranges when RGs are already partially matched by bitmap.Tests
BitmapAllPagesSomeRowGroupsBitmapPartialPagesSingleRowGroupBitmapAllAndPartialPagesMixedBitmapAllPagesWithPredicateBitmapPartialPagesWithPredicateBitmapMixedWithPredicateNestedMapBitmapFallbackNestedListBitmapFallbackNestedStructBitmapFallbackDatasets
Multiple performance testing were conducted on 2 dataset.
Test Methodology
To validate bitmap behavior, we organize tests into six groups based on bitmap distribution patterns. Each group contains five distinct datasets, and the final result reported is the average of these five runs.
Test Cases
Test Results
On Dataset#1
On Dataset#2
API and Format
Documentation
Generative AI tooling