Harpreet Chopra created SPARK-22946:
---------------------------------------
Summary: 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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