Support empty segments in segmented bitmask reductions - #23689
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WalkthroughChangesThe segmented bitmask API now accepts identity values and supports empty segments. Bitwise AND uses an all-bits-set identity. Documentation defines non-decreasing segment offsets. Tests cover empty segments, and the benchmark generates non-negative segment sizes. ChangesSegmented bitmask operations
Estimated code review effort: 3 (Moderate) | ~20 minutes Merge Risk: 🔵 Low · up to The implementation supports empty segments and validates segment offsets, but the public contract still needs to clearly document non-decreasing offsets and the valid terminal one-past-end offset. This is a bounded follow-up for API clarity and owner awareness and should not block merge. Suggested labels: Suggested reviewers: 🚥 Pre-merge checks | ✅ 4 | ❌ 1❌ Failed checks (1 warning)
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✨ Finishing Touches🧪 Generate unit tests (beta)
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…ity seed Seeding each segment's reduction with the identity of the binary operator, instead of loading the segment's first mask, gives an empty segment a well defined result (an all-valid destination mask, null count zero) and removes the read of sources[segment_start] that a segment with no masks would otherwise perform out of bounds. Also validate that segment offsets are non-decreasing and within the mask array, and stop the bitmask benchmark's segment size generator from drawing negative sizes, which produced non-monotonic offsets and an illegal memory access for a small expected_masks_per_segment.
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…ty-segments # Conflicts: # cpp/tests/bitmask/bitmask_tests.cpp
| auto const segment_id = cudf::detail::grid_1d::global_thread_id() / warp.size(); | ||
| auto const segment_id = cudf::detail::grid_1d::global_thread_id() / warp.size(); | ||
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| if (segment_id >= num_segments) { return; } |
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exit before reading from segment_offsets
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Match the convention of the neighboring host-side index checks in this header (validate_segmented_indices) and of slice/contiguous_split: a decreasing pair of offsets throws std::invalid_argument and an offset outside the mask array throws std::out_of_range, instead of a bare cudf::logic_error.
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Actionable comments posted: 1
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Inline comments:
In `@cpp/include/cudf/null_mask.hpp`:
- Around line 246-247: Clarify the segment-offset documentation to state the
valid inclusive interval explicitly: update the parameter documentation in
cpp/include/cudf/null_mask.hpp lines 246-247 to use [0, colviews.size()], and
lines 274-275 plus cpp/include/cudf/detail/null_mask.cuh lines 379-383 to use
[0, masks.size()].
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cpp/include/cudf/detail/null_mask.cuhcpp/include/cudf/null_mask.hppcpp/tests/bitmask/bitmask_tests.cpp
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- cpp/tests/bitmask/bitmask_tests.cpp
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…/vuule/cudf into segmented-bitmask-empty-segments
| masks_begin_bits, | ||
| colviews[0].size(), | ||
| segment_offsets, | ||
| all_set_mask, |
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[Optional] Beyond the scope of this PR, but if segmented_bitmask_and(host_span<column_view const> colviews, …) delegated to segmented_bitmask_and(host_span<bitmask_type const* const> masks, …), we could have made this fix in only one place…
Another drive-by prior bug: in line 670, the order of the two tests is wrong — it should be testing colviews.size() first, before indexing into it…
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fixed the order. The other part sounds good for a follow up.
The checks were dropped, so state the requirement in the docs: offsets must be non-decreasing and each within [0, N], the terminal offset being one past the last mask.
segmented_bitmask_and read colviews[0].size() before testing colviews.size(), so an empty span was indexed out of bounds.
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/ok to test c113252 |
| "All column views must have the same number of elements"); | ||
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| if (colviews[0].size() == 0 or colviews.size() == 0) { return {}; } | ||
| if (colviews.empty() or colviews[0].size() == 0) { return {}; } |
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unrelated bug fixed here.
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/merge |
Description
segmented_offset_bitmask_binopseeded each segment's reduction by loading the segment's first mask,sources[segment_start], before knowing whether the segment contains any masks. An empty segment therefore had no defined result and read a mask it does not own; for a trailing empty segment, that read is past the end of the mask array.With this PR, seeding is done with the identity of the binary operator. An empty segment then means the identity, which for bitwise AND is an all-valid mask with a null count of zero; this is now documented on the public
segmented_bitmask_andoverloads.The kernel also indexed
segment_offsetsanddestinationsbefore thesegment_id >= num_segmentsguard, which the excess warps of the last block do whenever the segment count is not a multiple of the warps per block; those loads now happen after the guard.Also fixed an invalid read when
colviewsis empty; added a test for this case.Checklist