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Posted to issues@spark.apache.org by "Marco Gaido (JIRA)" <ji...@apache.org> on 2018/01/10 15:14:00 UTC
[jira] [Comment Edited] (SPARK-22946) Recursive withColumn calls
cause
org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection"
grows beyond 64 KB
[ https://issues.apache.org/jira/browse/SPARK-22946?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16320402#comment-16320402 ]
Marco Gaido edited comment on SPARK-22946 at 1/10/18 3:13 PM:
--------------------------------------------------------------
I am unable to reproduce on master. If I remember correctly, this should have been fixed by you, [~cloud_fan]. May you close this JIRA if so? I am not doing it myself since I don't remember the ticket it duplicates...
was (Author: mgaido):
I am unable to reproduce on master. If I remember correctly, this should have been fixed by you, [~cloud_fan]. May you close this JIRA if so? I am not doing it myself since I don't remember the ticket it duplicates...
> Recursive withColumn calls cause org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection" grows beyond 64 KB
> --------------------------------------------------------------------------------------------------------------------------------------
>
> Key: SPARK-22946
> URL: https://issues.apache.org/jira/browse/SPARK-22946
> Project: Spark
> Issue Type: Bug
> Components: SQL
> Affects Versions: 2.2.0
> Reporter: Harpreet Chopra
>
> Recursive calls to withColumn, for updating the same column causes _org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection" grows beyond 64 KB
> _
> This can be reproduced in Spark 1.x and also in the latest version we are using (Spark 2.2.0)
> code to reproduce:
> import org.apache.spark.sql.functions._
> var df =sc.parallelize(Seq(("123","CustOne"),("456","CustTwo"))).toDF("ID","CustName")
> (1 to 20).foreach(x => {
> df = df.withColumn("ID", when(col("ID") === "123", lit("678")).otherwise(col("ID")))
> println("==== "+x)
> df.show
> })
> Stack dump:
> at org.apache.spark.sql.catalyst.expressions.codegen.CodeGenerator.org$apache$spark$sql$cata
> lyst$expressions$codegen$CodeGenerator$$doCompile(CodeGenerator.scala:555)
> at org.apache.spark.sql.catalyst.expressions.codegen.CodeGenerator$$anon$1.load(CodeGenerato
> r.scala:575)
> at org.apache.spark.sql.catalyst.expressions.codegen.CodeGenerator$$anon$1.load(CodeGenerato
> r.scala:572)
> at org.spark-project.guava.cache.LocalCache$LoadingValueReference.loadFuture(LocalCache.java
> :3599)
> at org.spark-project.guava.cache.LocalCache$Segment.loadSync(LocalCache.java:2379)
> ... 28 more
> Caused by: org.codehaus.janino.JaninoRuntimeException: Code of method "(Lorg/apache/spark/sql/cataly
> st/expressions/GeneratedClass$SpecificUnsafeProjection;Lorg/apache/spark/sql/catalyst/InternalRow;)V
> " of class "org.apache.spark.sql.catalyst.expressions.GeneratedClass$SpecificUnsafeProjection" grows
> beyond 64 KB
> at org.codehaus.janino.CodeContext.makeSpace(CodeContext.java:941)
> at org.codehaus.janino.CodeContext.write(CodeContext.java:854)
> at org.codehaus.janino.UnitCompiler.writeShort(UnitCompiler.java:10242)
> at org.codehaus.janino.UnitCompiler.load(UnitCompiler.java:9912)
> at org.codehaus.janino.UnitCompiler.load(UnitCompiler.java:9897)
> at org.codehaus.janino.UnitCompiler.compileGet2(UnitCompiler.java:3317)
> at org.codehaus.janino.UnitCompiler.access$8500(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$10.visitLocalVariableAccess(UnitCompiler.java:3285)
> at org.codehaus.janino.Java$LocalVariableAccess.accept(Java.java:3189)
> at org.codehaus.janino.UnitCompiler.compileGet(UnitCompiler.java:3290)
> at org.codehaus.janino.UnitCompiler.compileGet2(UnitCompiler.java:3313)
> at org.codehaus.janino.UnitCompiler.access$8000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$10.visitAmbiguousName(UnitCompiler.java:3280)
> at org.codehaus.janino.Java$AmbiguousName.accept(Java.java:3138)
> at org.codehaus.janino.UnitCompiler.compileGet(UnitCompiler.java:3290)
> at org.codehaus.janino.UnitCompiler.compileGetValue(UnitCompiler.java:4368)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:2669)
> at org.codehaus.janino.UnitCompiler.access$4500(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$7.visitAssignment(UnitCompiler.java:2619)
> at org.codehaus.janino.Java$Assignment.accept(Java.java:3405)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:2654)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1643)
> at org.codehaus.janino.UnitCompiler.access$1100(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitExpressionStatement(UnitCompiler.java:936)
> at org.codehaus.janino.Java$ExpressionStatement.accept(Java.java:2097)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:993)
> at org.codehaus.janino.UnitCompiler.access$1000(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitBlock(UnitCompiler.java:935)
> at org.codehaus.janino.Java$Block.accept(Java.java:2012)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:1753)
> at org.codehaus.janino.UnitCompiler.access$1200(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$4.visitIfStatement(UnitCompiler.java:937)
> at org.codehaus.janino.Java$IfStatement.accept(Java.java:2157)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:958)
> at org.codehaus.janino.UnitCompiler.compileStatements(UnitCompiler.java:1007)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:2293)
> at org.codehaus.janino.UnitCompiler.compileDeclaredMethods(UnitCompiler.java:822)
> at org.codehaus.janino.UnitCompiler.compileDeclaredMethods(UnitCompiler.java:794)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:507)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:658)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:662)
> at org.codehaus.janino.UnitCompiler.access$600(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$2.visitMemberClassDeclaration(UnitCompiler.java:350)
> at org.codehaus.janino.Java$MemberClassDeclaration.accept(Java.java:1035)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:354)
> at org.codehaus.janino.UnitCompiler.compileDeclaredMemberTypes(UnitCompiler.java:769)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:532)
> at org.codehaus.janino.UnitCompiler.compile2(UnitCompiler.java:393)
> at org.codehaus.janino.UnitCompiler.access$400(UnitCompiler.java:185)
> at org.codehaus.janino.UnitCompiler$2.visitPackageMemberClassDeclaration(UnitCompiler.java:3
> 47)
> at org.codehaus.janino.Java$PackageMemberClassDeclaration.accept(Java.java:1139)
> at org.codehaus.janino.UnitCompiler.compile(UnitCompiler.java:354)
> at org.codehaus.janino.UnitCompiler.compileUnit(UnitCompiler.java:322)
> at org.codehaus.janino.SimpleCompiler.compileToClassLoader(SimpleCompiler.java:383)
> at org.codehaus.janino.ClassBodyEvaluator.compileToClass(ClassBodyEvaluator.java:315)
> at org.codehaus.janino.ClassBodyEvaluator.cook(ClassBodyEvaluator.java:233)
> at org.codehaus.janino.SimpleCompiler.cook(SimpleCompiler.java:192)
> at org.codehaus.commons.compiler.Cookable.cook(Cookable.java:84)
> at org.apache.spark.sql.catalyst.expressions.codegen.CodeGenerator.org$apache$spark$sql$cata
> lyst$expressions$codegen$CodeGenerator$$doCompile(CodeGenerator.scala:550)
> ... 32 more
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