[GitHub] spark issue #19683: [SPARK-21657][SQL] optimize explode quadratic memory con...
Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/19683 thanks, merging to master, great work! --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user uzadude commented on the issue: https://github.com/apache/spark/pull/19683 this timeout in "org.apache.spark.ml.regression.LinearRegressionSuite.linear regression with intercept without regularization" doesn't seem related to our fix.. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/19683 LGTM except 2 comments --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user uzadude commented on the issue: https://github.com/apache/spark/pull/19683 seems reasonable, let's do that. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user Tagar commented on the issue: https://github.com/apache/spark/pull/19683 There was a similar exception as in failing unit tests was fixed in [SPARK-18300](https://issues.apache.org/jira/browse/SPARK-18300) > java.lang.ClassCastException: org.apache.spark.sql.catalyst.expressions.Literal cannot be cast to org.apache.spark.sql.catalyst.expressions.Attribute https://github.com/apache/spark/pull/15892 Not sure if this is directly applicable or helpful here though. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/19683 Now I feel it's a little hacky to introduce `Generate.unrequiredChildOuput`, as the attribute may get replaced by something else during optimization. How about `Generate.unreqiredChildIndex`? --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user viirya commented on the issue: https://github.com/apache/spark/pull/19683 The sql in the failed test `org.apache.spark.sql.hive.execution.HiveUDFSuite.UDTF` looks like: ```sql SELECT udtf_count2(a) FROM (SELECT 1 AS a FROM src LIMIT 3) t ``` The `unrequiredChildOutput` is `ArrayBuffer(a#1287)` first. But as it is a literal in fact, the `unrequiredChildOutput` is optimized to `ArrayBuffer(1)` later. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user viirya commented on the issue: https://github.com/apache/spark/pull/19683 I can reproduce the test failure locally. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user uzadude commented on the issue: https://github.com/apache/spark/pull/19683 not sure why this build safe. it passes when I run it locally.. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user uzadude commented on the issue:
https://github.com/apache/spark/pull/19683
looks like when the Optimizer is running, at some temporary point it makes
a copy of the Generate operator and fails on this cast. if we will move the
resolve check inside:
override lazy val resolved: Boolean = {
generator.resolved &&
childrenResolved &&
generator.elementSchema.length == generatorOutput.length &&
generatorOutput.forall(_.resolved) &&
unrequiredChildOutput.forall(_.resolved)
}
it works fine
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Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/19683 From the stack trace, it looks like at somewhere we cast a `Seq[Alias]` to `Seq[Attribute]` and pass it to `Generate.unrequiredChildOuput`, --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user uzadude commented on the issue: https://github.com/apache/spark/pull/19683 have you seen the tests failures? it looks like they fail on the assertion.. --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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Github user cloud-fan commented on the issue: https://github.com/apache/spark/pull/19683 LGTM, let's resolve the conflict --- - To unsubscribe, e-mail: reviews-unsubscr...@spark.apache.org For additional commands, e-mail: reviews-h...@spark.apache.org
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