[ https://issues.apache.org/jira/browse/SPARK-38667?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Lars updated SPARK-38667: ------------------------- Affects Version/s: 3.1.2 (was: 3.2.1) > Optimizer generates error when using inner join along with sequence > ------------------------------------------------------------------- > > Key: SPARK-38667 > URL: https://issues.apache.org/jira/browse/SPARK-38667 > Project: Spark > Issue Type: Bug > Components: Optimizer > Affects Versions: 3.1.2 > Reporter: Lars > Priority: Major > > This issue occurred in a more complex scenario, so I've broken it down into a > simple case. > {*}Steps to reproduce{*}: Execute the following example. The code should run > without errors, but instead a *java.lang.IllegalArgumentException: Illegal > sequence boundaries: 4 to 2 by 1* is thrown. > {code:java} > package com.example > import org.apache.spark.sql.SparkSession > import org.apache.spark.sql.functions._ > object SparkIssue { > def main(args: Array[String]): Unit = { > val spark = SparkSession > .builder() > .master("local[*]") > .getOrCreate() > val dfA = spark > .createDataFrame(Seq((1, 1), (2, 4))) > .toDF("a1", "a2") > val dfB = spark > .createDataFrame(Seq((1, 5), (2, 2))) > .toDF("b1", "b2") > dfA.join(dfB, dfA("a1") === dfB("b1"), "inner") > .where(col("a2") < col("b2")) > .withColumn("x", explode(sequence(col("a2"), col("b2"), lit(1)))) > .show() > spark.stop() > } > } > {code} > When I look at the Optimized Logical Plan I can see that the Inner Join and > the Filter are brought together, with an additional check for an empty > Sequence. The exception is thrown because the Sequence check is executed > before the Filter. > {code:java} > == Parsed Logical Plan == > 'Project [a1#4, a2#5, b1#12, b2#13, explode(sequence('a2, 'b2, Some(1), > None)) AS x#24] > +- Filter (a2#5 < b2#13) > +- Join Inner, (a1#4 = b1#12) > :- Project [_1#0 AS a1#4, _2#1 AS a2#5] > : +- LocalRelation [_1#0, _2#1] > +- Project [_1#8 AS b1#12, _2#9 AS b2#13] > +- LocalRelation [_1#8, _2#9] > == Analyzed Logical Plan == > a1: int, a2: int, b1: int, b2: int, x: int > Project [a1#4, a2#5, b1#12, b2#13, x#25] > +- Generate explode(sequence(a2#5, b2#13, Some(1), Some(Europe/Berlin))), > false, [x#25] > +- Filter (a2#5 < b2#13) > +- Join Inner, (a1#4 = b1#12) > :- Project [_1#0 AS a1#4, _2#1 AS a2#5] > : +- LocalRelation [_1#0, _2#1] > +- Project [_1#8 AS b1#12, _2#9 AS b2#13] > +- LocalRelation [_1#8, _2#9] > == Optimized Logical Plan == > Generate explode(sequence(a2#5, b2#13, Some(1), Some(Europe/Berlin))), false, > [x#25] > +- Join Inner, (((size(sequence(a2#5, b2#13, Some(1), Some(Europe/Berlin)), > true) > 0) AND (a2#5 < b2#13)) AND (a1#4 = b1#12)) > :- LocalRelation [a1#4, a2#5] > +- LocalRelation [b1#12, b2#13] > == Physical Plan == > Generate explode(sequence(a2#5, b2#13, Some(1), Some(Europe/Berlin))), [a1#4, > a2#5, b1#12, b2#13], false, [x#25] > +- *(1) BroadcastHashJoin [a1#4], [b1#12], Inner, BuildRight, > ((size(sequence(a2#5, b2#13, Some(1), Some(Europe/Berlin)), true) > 0) AND > (a2#5 < b2#13)), false > :- *(1) LocalTableScan [a1#4, a2#5] > +- BroadcastExchange HashedRelationBroadcastMode(List(cast(input[0, int, > false] as bigint)),false), [id=#15] > +- LocalTableScan [b1#12, b2#13] > {code} > > > -- This message was sent by Atlassian Jira (v8.20.7#820007) --------------------------------------------------------------------- To unsubscribe, e-mail: issues-unsubscr...@spark.apache.org For additional commands, e-mail: issues-h...@spark.apache.org