Support executing collect_list on GPU with windowing. #1548
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Mark as draft since it depends on the support from cuDF native. |
mythrocks
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firestarman
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Signed-off-by: Firestarman <[email protected]>
Let collect_list with Windowing supports type of array of struct. Signed-off-by: Firestarman <[email protected]>
Signed-off-by: Firestarman <[email protected]>
Signed-off-by: Firestarman <[email protected]>
Signed-off-by: Firestarman <[email protected]>
Add integration tests for collect_list with windowing. Signed-off-by: Firestarman <[email protected]>
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Signed-off-by: Firestarman <[email protected]>
revans2
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Jan 28, 2021
sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuOverrides.scala
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Signed-off-by: Firestarman <[email protected]>
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Jan 29, 2021
sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuWindowExpression.scala
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sql-plugin/src/main/scala/com/nvidia/spark/rapids/TypeChecks.scala
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revans2
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Jan 29, 2021
Signed-off-by: Firestarman <[email protected]>
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cudf nightly with PR rapidsai/cudf#7189 always fail, so the pre-merge check will fail too. |
Signed-off-by: Firestarman <[email protected]>
The fix is in review rapidsai/cudf#7266 |
revans2
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sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuOverrides.scala
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| TypeSig.ARRAY.nested(TypeSig.commonCudfTypes + TypeSig.DECIMAL + TypeSig.STRUCT), | ||
| TypeSig.ARRAY.nested(TypeSig.all), | ||
| Seq(ParamCheck("input", | ||
| (TypeSig.commonCudfTypes + TypeSig.DECIMAL).nested() + TypeSig.STRUCT, |
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again I think longer is clearer, but in this case because there is only one nested type I think it is okay. So we don't support doing a collect list on a struct that also contains a struct?
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This should be supported. If it's not working, it might be a bug in libcudf. I'd be happy to investigate.
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Updated it, and the struct of struct is not covered in integration tests, so do not add it here. Shall we need it ?
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if yes, i will add it in a following PR
sql-plugin/src/main/scala/com/nvidia/spark/rapids/GpuOverrides.scala
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cudf side is ready now |
Signed-off-by: Firestarman <[email protected]>
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revans2
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Feb 5, 2021
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@mythrocks are you OK with a follow on PR to add in struct or struct support?
Sounds good. |
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Signed-off-by: Firestarman <[email protected]>
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Signed-off-by: Firestarman <[email protected]>
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…IDIA#1548) Signed-off-by: spark-rapids automation <[email protected]>
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This PR is to support running
collect_liston GPU with windowing.This PR depends on the PR rapidsai/cudf#7189 .
Signed-off-by: Firestarman [email protected]