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Posted to commits@gluten.apache.org by "malinjawi (via GitHub)" <gi...@apache.org> on 2026/04/19 20:56:12 UTC
[PR] [VL][Delta] Add JVM-materialized deletion vector handoff for Delta scans [gluten]
malinjawi opened a new pull request, #11963:
URL: https://github.com/apache/gluten/pull/11963
## What changes are proposed in this pull request?
This PR takes the direction we settled on after the earlier native DV PoC work and the follow-up benchmarks.
The earlier PoC showed that a fully native Delta DV read path is feasible. But the benchmark results did not show a strong performance reason to keep native DV IO/materialization as the default design. The hotter path is still native DV consume/apply/filter during scan.
So this PR changes the read path to:
- JVM / Delta side materializes the deletion vector and serializes it into bytes
- Java passes the serialized DV payload to C++
- native / Velox keeps scan-time responsibilities:
- consume/deserialization of the serialized DV payload
- DV application and filtering during scan
- Delta split / connector / datasource integration
In other words, this PR keeps the native execution-side work from the earlier PoC, but moves DV materialization/loading to the JVM side for a simpler and easier-to-maintain baseline.
Additional cleanup in this PR:
- remove native DV file/inline/materialization ownership from this path
- strip the synthetic Spark DV predicate/column from the native offloaded plan so DV is not applied twice
- add native Delta tests for the retained consume/apply path
So the intended split is now:
- JVM / Delta utilities own DV materialization/loading
- native / Velox owns scan-time DV consume/apply/filter
This also keeps the door open to add a native DV IO layer later if future DV-heavy workloads justify it.
## How was this patch tested?
Build / validation:
- `./build/mvn -pl gluten-delta,backends-velox -am -Pbackends-velox -Pspark-3.5 -Pdelta -DskipTests compile`
Functional validation:
- Real uncached Spark 3.5 Delta DV benchmark on a `4,000,000` row table with `64` DV-bearing files
- Verified Gluten offloads through `FileDeltaScanTransformer`
- Verified result correctness matches vanilla Spark exactly
## Was this patch authored or co-authored using generative AI tooling?
Generated-by: IBM BOB
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add scan-scoped JVM-serialized deletion vector handoff for native Delta scans [gluten]
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This PR is stale because it has been open 45 days with no activity. Remove stale label or comment or this will be closed in 10 days.
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add scan-scoped JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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Re: [PR] [VL][Delta] Add scan-scoped JVM-serialized deletion vector handoff for native Delta scans [gluten]
Posted by "malinjawi (via GitHub)" <gi...@apache.org>.
malinjawi closed pull request #11963: [VL][Delta] Add scan-scoped JVM-serialized deletion vector handoff for native Delta scans
URL: https://github.com/apache/gluten/pull/11963
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
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> Thanks @malinjawi .
>
> This is a huge PR that is a bit challenging to review. Can we split to smaller ones?
>
> E.g.,
>
> 1. PR 1 to add roaring bitmap facilities
> 2. PR 2 to add the native Delta reader with DV support
> 3. PR 3 to implement the Java side Delta Scan + DV support
>
> the above is just an example, we'd just make sure to modulize the code and ease the reviewing.
Agreed @zhztheplayer let me partition the PR.
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Re: [PR] [VL][Delta] Add JVM-serialized deletion vector handoff for native Delta scans [gluten]
Posted by "github-actions[bot] (via GitHub)" <gi...@apache.org>.
github-actions[bot] commented on PR #11963:
URL: https://github.com/apache/gluten/pull/11963#issuecomment-4288261150
Run Gluten Clickhouse CI on x86
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Re: [PR] [VL][Delta] Add scan-scoped JVM-serialized deletion vector handoff for native Delta scans [gluten]
Posted by "malinjawi (via GitHub)" <gi...@apache.org>.
malinjawi commented on PR #11963:
URL: https://github.com/apache/gluten/pull/11963#issuecomment-4708177274
Superseded by the JVM Delta DV scan handoff that merged in #12269 (commit f75b869). That PR landed the reworked scan-time DV handoff (JVM materializes/serializes the DV, native consumes it), so this earlier variant is no longer needed. Closing to keep the DV stack clear.
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