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[GitHub] [spark] sigmod opened a new pull request #32208: [SPARK-35103][SQL] Make TypeCoercion rules more efficient
sigmod opened a new pull request #32208:
URL: https://github.com/apache/spark/pull/32208
## What changes were proposed in this pull request?
This PR fixes a couple of things in TypeCoercion rules:
- Only run the propagate types step if the children of a node have output attributes with changed dataTypes and/or nullability. This is implemented as custom tree transformation. The TypeCoercion rules now only implement a partial function.
- Combine multiple type coercion rules into a single rule. Multiple rules are applied in single tree traversal.
- Reduce calls to conf.get in DecimalPrecision. This now happens once per tree traversal, instead of once per matched expression.
- Reduce the use of withNewChildren.
This brings down the number of CPU cycles spend in analysis by ~28% (benchmark: 10 iterations of all TPC-DS queries on SF10).
## How was this patch tested?
Existing tests.
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[GitHub] [spark] sigmod commented on pull request #32208: [WIP][SPARK-35103][SQL] Make TypeCoercion rules more efficient
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sigmod commented on pull request #32208:
URL: https://github.com/apache/spark/pull/32208#issuecomment-821388844
@hvanhovell this PR is ready for review. See if I missed anything.
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Merging to master. Thanks!
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[GitHub] [spark] SparkQA commented on pull request #32208: [SPARK-35103][SQL] Make TypeCoercion rules more efficient
Posted by GitBox <gi...@apache.org>.
SparkQA commented on pull request #32208:
URL: https://github.com/apache/spark/pull/32208#issuecomment-821674051
**[Test build #137492 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/137492/testReport)** for PR 32208 at commit [`73f3988`](https://github.com/apache/spark/commit/73f398819cc1d9485086c3a4066a4b4aa4809ef7).
* This patch **fails Spark unit tests**.
* This patch merges cleanly.
* This patch adds no public classes.
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[GitHub] [spark] AmplabJenkins removed a comment on pull request #32208: [SPARK-35103][SQL] Make TypeCoercion rules more efficient
Posted by GitBox <gi...@apache.org>.
AmplabJenkins removed a comment on pull request #32208:
URL: https://github.com/apache/spark/pull/32208#issuecomment-821457378
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