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Posted to issues@spark.apache.org by "Tanel Kiis (Jira)" <ji...@apache.org> on 2021/11/29 13:25:00 UTC
[jira] [Created] (SPARK-37487) CollectMetrics is executed twice if it is followed by an sort
Tanel Kiis created SPARK-37487:
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Summary: CollectMetrics is executed twice if it is followed by an sort
Key: SPARK-37487
URL: https://issues.apache.org/jira/browse/SPARK-37487
Project: Spark
Issue Type: Bug
Components: SQL
Affects Versions: 3.3.0
Reporter: Tanel Kiis
It is bets examplified by this new UT in DataFrameCallbackSuite:
{code}
test("SPARK-XXXXX: get observable metrics with sort by callback") {
val df = spark.range(100)
.observe(
name = "my_event",
min($"id").as("min_val"),
max($"id").as("max_val"),
// Test unresolved alias
sum($"id"),
count(when($"id" % 2 === 0, 1)).as("num_even"))
.observe(
name = "other_event",
avg($"id").cast("int").as("avg_val"))
.sort($"id".desc)
validateObservedMetrics(df)
}
{code}
The count aggregate reports twice the number of rows:
{code}
[info] - SPARK-XXXXX: get observable metrics with sort by callback *** FAILED *** (169 milliseconds)
[info] [0,99,9900,100] did not equal [0,99,4950,50] (DataFrameCallbackSuite.scala:342)
[info] org.scalatest.exceptions.TestFailedException:
[info] at org.scalatest.Assertions.newAssertionFailedException(Assertions.scala:472)
[info] at org.scalatest.Assertions.newAssertionFailedException$(Assertions.scala:471)
[info] at org.scalatest.Assertions$.newAssertionFailedException(Assertions.scala:1231)
[info] at org.scalatest.Assertions$AssertionsHelper.macroAssert(Assertions.scala:1295)
[info] at org.apache.spark.sql.util.DataFrameCallbackSuite.checkMetrics$1(DataFrameCallbackSuite.scala:342)
[info] at org.apache.spark.sql.util.DataFrameCallbackSuite.validateObservedMetrics(DataFrameCallbackSuite.scala:350)
[info] at org.apache.spark.sql.util.DataFrameCallbackSuite.$anonfun$new$21(DataFrameCallbackSuite.scala:324)
[info] at scala.runtime.java8.JFunction0$mcV$sp.apply(JFunction0$mcV$sp.java:23)
[info] at org.scalatest.OutcomeOf.outcomeOf(OutcomeOf.scala:85)
[info] at org.scalatest.OutcomeOf.outcomeOf$(OutcomeOf.scala:83)
[info] at org.scalatest.OutcomeOf$.outcomeOf(OutcomeOf.scala:104)
[info] at org.scalatest.Transformer.apply(Transformer.scala:22)
[info] at org.scalatest.Transformer.apply(Transformer.scala:20)
{code}
I could not figure out how this happes. Hopefully the UT can help with debugging
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