[SPARK-53538][SQL][4.0] ExpandExec should initialize the unsafe projections
#52319
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Change `ExpandExec#doExecute` to initialize the unsafe projections before using them. The unsafe projections might contain non-deterministic expressions, and non-deterministic expressions must be initialized before used. For example, see the test added by this PR (which is essentially the test right above it, except with whole-stage codegen turned off). In the case where the "split-updates" property is set to "true", `RewriteUpdateTable` will create an `Expand` operator with a set of projections, one of which will contain a nondeterministic expression (the assignment value). `ExpandExec` fails to initialize the derived `UnsafeProjection`s before using them, resulting in a `NullPointerException`: ``` [info] org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 11.0 failed 1 times, most recent failure: Lost task 0.0 in stage 11.0 (TID 11) (10.0.0.101 executor driver): java.lang.NullPointerException: Cannot invoke "java.util.Random.nextDouble()" because "<parameter1>.mutableStateArray_0[0]" is null [info] at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.writeFields_0_0$(Unknown Source) [info] at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source) [info] at org.apache.spark.sql.execution.ExpandExec$$anon$1.next(ExpandExec.scala:75) ... ``` No. New test. Closes apache#52292 from bersprockets/upd_del_oddity. Authored-by: Bruce Robbins <bersprockets@gmail.com> Signed-off-by: Hyukjin Kwon <gurwls223@apache.org>
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…jections ### What changes were proposed in this pull request? This PR back-ports #52292. Change `ExpandExec#doExecute` to initialize the unsafe projections before using them. ### Why are the changes needed? The unsafe projections might contain non-deterministic expressions, and non-deterministic expressions must be initialized before used. For example, see the test added by this PR (which is essentially the test right above it, except with whole-stage codegen turned off). In the case where the "split-updates" property is set to "true", `RewriteUpdateTable` will create an `Expand` operator with a set of projections, one of which will contain a nondeterministic expression (the assignment value). `ExpandExec` fails to initialize the derived `UnsafeProjection`s before using them, resulting in a `NullPointerException`: ``` [info] org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 11.0 failed 1 times, most recent failure: Lost task 0.0 in stage 11.0 (TID 11) (10.0.0.101 executor driver): java.lang.NullPointerException: Cannot invoke "java.util.Random.nextDouble()" because "<parameter1>.mutableStateArray_0[0]" is null [info] at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.writeFields_0_0$(Unknown Source) [info] at org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection.apply(Unknown Source) [info] at org.apache.spark.sql.execution.ExpandExec$$anon$1.next(ExpandExec.scala:75) ... ``` ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? New test. Closes #52319 from bersprockets/upd_del_oddity_br40. Authored-by: Bruce Robbins <bersprockets@gmail.com> Signed-off-by: Dongjoon Hyun <dongjoon@apache.org>
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Merged to branch-4.0. |
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What changes were proposed in this pull request?
This PR back-ports #52292.
Change
ExpandExec#doExecuteto initialize the unsafe projections before using them.Why are the changes needed?
The unsafe projections might contain non-deterministic expressions, and non-deterministic expressions must be initialized before used.
For example, see the test added by this PR (which is essentially the test right above it, except with whole-stage codegen turned off). In the case where the "split-updates" property is set to "true",
RewriteUpdateTablewill create anExpandoperator with a set of projections, one of which will contain a nondeterministic expression (the assignment value).ExpandExecfails to initialize the derivedUnsafeProjections before using them, resulting in aNullPointerException:Does this PR introduce any user-facing change?
No.
How was this patch tested?
New test.