[python] Add adaptive scalar index reads for LIMIT queries - #9731
Draft
XiaoHongbo-Hope wants to merge 1 commit into
Draft
[python] Add adaptive scalar index reads for LIMIT queries#9731XiaoHongbo-Hope wants to merge 1 commit into
XiaoHongbo-Hope wants to merge 1 commit into
Conversation
This file contains hidden or bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment
Add this suggestion to a batch that can be applied as a single commit.This suggestion is invalid because no changes were made to the code.Suggestions cannot be applied while the pull request is closed.Suggestions cannot be applied while viewing a subset of changes.Only one suggestion per line can be applied in a batch.Add this suggestion to a batch that can be applied as a single commit.Applying suggestions on deleted lines is not supported.You must change the existing code in this line in order to create a valid suggestion.Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be applied on multi-line comments.Suggestions cannot be applied while the pull request is queued to merge.Suggestion cannot be applied right now. Please check back later.
Purpose
Avoid planning all uncovered row-ID ranges for limited scalar-index lookups on data-evolution append tables.
fullremains unchanged. This PR addsadaptive, which:Reads without a finite limit and static
new_scan().plan()calls retainfullsemantics. The optimization is exposed throughReadBuilder.to_arrow()and multimodalscan(...).to_arrow()/read_blobs().When native planning is enabled, the small indexed row-range plan can still use
pypaimon-rust; fallback ranges stay lazy until they are needed.Correctness
Verification
137 passedCoreOptionsTest:17 passedgit diff --check: passedAdded coverage for index hits, index misses, residual-filter rejection, partial-limit fallback, snapshot pinning, no-limit fallback, and static-plan semantics.