Add DP join reordering, statistics propagation, and column pruning#7
Merged
Add DP join reordering, statistics propagation, and column pruning#7
Conversation
… query planner Three new optimization passes: - Join reorder: DP over bitmask subsets to find optimal dimension join ordering. Minimizes total probe cost respecting snowflake schema column dependencies between dims. - Statistics propagation: bottom-up estimated row counts through physical plan tree (scans, filters, joins, aggregates). - Column pruning: collect all referenced column keywords globally, then select-keys on scan nodes to remove unreferenced columns.
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Outdated suggestions cannot be applied.This suggestion has been applied or marked resolved.Suggestions cannot be applied from pending reviews.Suggestions cannot be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.
Summary
compute-join-deps.select-keyson scan nodes to remove unreferenced columns. Reduces memory and compute for wide tables.All three passes integrate into the existing
optimizepipeline after predicate-pushdown and before operator-fusion.Test plan