Commit 7709b0d
committed
proto: serialize and dedupe dynamic filters
Informs: datafusion-contrib/datafusion-distributed#180
Closes: #20418
Consider this scenario
1. You have a plan with a `HashJoinExec` and `DataSourceExec`
2. You run the physical optimizer and the `DataSourceExec` accepts `DynamicFilterPhysicalExpr` pushdown from the `HashJoinExec`
3. You serialize the plan, deserialize it, and execute it
What should happen is that the dynamic filter should "work", meaning
1. When you deserialize the plan, both the `HashJoinExec` and `DataSourceExec` should have pointers to the same `DynamicFilterPhysicalExpr`
2. The `DynamicFilterPhysicalExpr` should be updated during execution by the `HashJoinExec` and the `DataSourceExec` should filter out rows
This does not happen today for a few reasons, a couple of which this PR aims to address
1. `DynamicFilterPhysicalExpr` is not survive round-tripping. The internal exprs get inlined (ex. it may be serialized as `Literal`)
2. Even if `DynamicFilterPhysicalExpr` survives round-tripping, during pushdown, it's often the case that the `DynamicFilterPhysicalExpr` is rewritten. In this case, you have two `DynamicFilterPhysicalExpr` which are different `Arc`s but share the same `Inner` dynamic filter state. The current `DeduplicatingProtoConverter` does not handle this specific form of deduping.
This PR aims to fix those problems by adding serde for `DynamicFilterPhysicalExpr` and deduping logic for the inner state of dynamic filters.
It does not yet add a test for the `HashJoinExec` and `DataSourceExec` filter pushdown case, but this is relevant follow up work. I tried to keep the PR small for reviewers.
Yes, via unit tests.
`DynamicFilterPhysicalExpr` are now serialized by the default codec1 parent c792700 commit 7709b0d
10 files changed
Lines changed: 1165 additions & 91 deletions
File tree
- datafusion
- physical-expr-common/src
- physical-expr/src/expressions
- proto
- proto
- src
- generated
- physical_plan
- tests/cases
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