[
https://issues.apache.org/jira/browse/SPARK-23598?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
David Vogelbacher updated SPARK-23598:
--------------------------------------
Description:
Got the following stacktrace for a large QueryPlan using WholeStageCodeGen:
{noformat}
java.lang.IllegalAccessError: tried to access method
org.apache.spark.sql.execution.BufferedRowIterator.append(Lorg/apache/spark/sql/catalyst/InternalRow;)V
from class
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7$agg_NestedClass
at
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7$agg_NestedClass.agg_doAggregateWithKeysOutput$(Unknown
Source)
at
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7.processNext(Unknown
Source)
at
org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at
org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$10$$anon$1.hasNext(WholeStageCodegenExec.scala:614)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at
org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:109)
at
org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345){noformat}
After disabling codegen, everything works.
The root cause seems to be that we are trying to call the protected _append_
method of
[BufferedRowIterator|https://github.com/apache/spark/blob/master/sql/core/src/main/java/org/apache/spark/sql/execution/BufferedRowIterator.java#L68]
from an inner-class of a sub-class that is loaded by a different class-loader
(after codegen compilation).
[https://docs.oracle.com/javase/specs/jvms/se7/html/jvms-5.html#jvms-5.4.4]
states that a protected method _R_ can be accessed only if one of the following
two conditions is fulfilled:
# R is protected and is declared in a class C, and D is either a subclass of C
or C itself. Furthermore, if R is not static, then the symbolic reference to R
must contain a symbolic reference to a class T, such that T is either a
subclass of D, a superclass of D, or D itself.
# R is either protected or has default access (that is, neither public nor
protected nor private), and is declared by a class in the same run-time package
as D.
2.) doesn't apply as we have loaded the class with a different class loader
(and are in a different package) and 1.) doesn't apply because we are
apparently trying to call the method from an inner class of a subclass of
_BufferedRowIterator_.
Looking at the Code path of _WholeStageCodeGen_, the following happens:
# In
[WholeStageCodeGen|https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala#L527],
we create the subclass of _BufferedRowIterator_, along with a _processNext_
method for processing the output of the child plan.
# In the child, which is a
[HashAggregateExec|https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala#L517],
we create the method which shows up at the top of the stack trace (called
_doAggregateWithKeysOutput_ )
# We add this method to the compiled code invoking _addNewFunction_ of
[CodeGenerator|https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala#L460]In
the generated function body we call the _append_ method.|
Now, the _addNewFunction_ method states that:
{noformat}
If the code for the `OuterClass` grows too large, the function will be inlined
into a new private, inner class
{noformat}
This indeed seems to happen: the _doAggregateWithKeysOutput_ method is put into
a new private inner class. Thus, it doesn't have access to the protected
_append_ method anymore but still tries to call it, which results in the
_IllegalAccessError._
Possible fixes:
* Pass in the _inlineToOuterClass_ flag when invoking the _addNewFunction_
* Make the _append_ method public
* Re-declare the _append_ method in the generated subclass (just invoking
_super_). This way, inner classes should have access to it.
was:
Got the following stacktrace for a large QueryPlan using WholeStageCodeGen:
{noformat}
java.lang.IllegalAccessError: tried to access method
org.apache.spark.sql.execution.BufferedRowIterator.append(Lorg/apache/spark/sql/catalyst/InternalRow;)V
from class
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7$agg_NestedClass
at
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7$agg_NestedClass.agg_doAggregateWithKeysOutput$(Unknown
Source)
at
org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7.processNext(Unknown
Source)
at
org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
at
org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$10$$anon$1.hasNext(WholeStageCodegenExec.scala:614)
at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
at
org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
at org.apache.spark.scheduler.Task.run(Task.scala:109)
at
org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345){noformat}
After disabling codegen, everything works.
The root cause seems to be that we are trying to call the protected _append_
method of
[BufferedRowIterator|https://github.com/apache/spark/blob/master/sql/core/src/main/java/org/apache/spark/sql/execution/BufferedRowIterator.java#L68]
from an inner-class of a sub-class that is loaded by a different class-loader
(after codegen compilation).
[https://docs.oracle.com/javase/specs/jvms/se7/html/jvms-5.html#jvms-5.4.4]
states that a protected method _R_ can be accessed only if one of the following
two conditions is fulfilled:
# R is protected and is declared in a class C, and D is either a subclass of C
or C itself. Furthermore, if R is not static, then the symbolic reference to R
must contain a symbolic reference to a class T, such that T is either a
subclass of D, a superclass of D, or D itself.
# R is either protected or has default access (that is, neither public nor
protected nor private), and is declared by a class in the same run-time package
as D.
2.) doesn't apply as we have loaded the class with a different class loader
(and are in a different package) and 1.) doesn't apply because we are
apparently trying to call the method from an inner class of a subclass of
_BufferedRowIterator_.
Looking at the Code path of _WholeStageCodeGen_, the following happens:
# In
[WholeStageCodeGen|https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala#L527],
we create the subclass of _BufferedRowIterator_, along with a _processNext_
method for processing the output of the child plan.
# In the child, which is a
[HashAggregateExec|https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala#L517],
we create the method which shows up at the top of the stack trace (called
_doAggregateWithKeysOutput_ )
# We add this method to the compiled code invoking _addNewFunction_ of
[CodeGenerator
|https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala#L460]In
the generated function body we call the _append_ method.
Now, the _addNewFunction_ method states that:
{noformat}
If the code for the `OuterClass` grows too large, the function will be inlined
into a new private, inner class
{noformat}
This indeed seems to happen: the _doAggregateWithKeysOutput_ method is put into
a new private inner class. Thus, it doesn't have access to the protected
_append_ method anymore but still tries to call it, which results in the
_IllegalAccessError._
Possible fixes:
* Pass in the _inlineToOuterClass_ flag when invoking the _addNewFunction_
* Make the _append_ method public
* Re-declare the _append_ method in the generated subclass (just invoking
_super_). This way, inner classes should have access to it.
> WholeStageCodegen can lead to IllegalAccessError calling append for
> HashAggregateExec
> --------------------------------------------------------------------------------------
>
> Key: SPARK-23598
> URL: https://issues.apache.org/jira/browse/SPARK-23598
> Project: Spark
> Issue Type: Bug
> Components: Spark Core
> Affects Versions: 2.4.0
> Reporter: David Vogelbacher
> Priority: Major
>
> Got the following stacktrace for a large QueryPlan using WholeStageCodeGen:
> {noformat}
> java.lang.IllegalAccessError: tried to access method
> org.apache.spark.sql.execution.BufferedRowIterator.append(Lorg/apache/spark/sql/catalyst/InternalRow;)V
> from class
> org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7$agg_NestedClass
> at
> org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7$agg_NestedClass.agg_doAggregateWithKeysOutput$(Unknown
> Source)
> at
> org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7.processNext(Unknown
> Source)
> at
> org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
> at
> org.apache.spark.sql.execution.WholeStageCodegenExec$$anonfun$10$$anon$1.hasNext(WholeStageCodegenExec.scala:614)
> at scala.collection.Iterator$$anon$11.hasNext(Iterator.scala:408)
> at
> org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:125)
> at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
> at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
> at org.apache.spark.scheduler.Task.run(Task.scala:109)
> at
> org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345){noformat}
> After disabling codegen, everything works.
> The root cause seems to be that we are trying to call the protected _append_
> method of
> [BufferedRowIterator|https://github.com/apache/spark/blob/master/sql/core/src/main/java/org/apache/spark/sql/execution/BufferedRowIterator.java#L68]
> from an inner-class of a sub-class that is loaded by a different
> class-loader (after codegen compilation).
> [https://docs.oracle.com/javase/specs/jvms/se7/html/jvms-5.html#jvms-5.4.4]
> states that a protected method _R_ can be accessed only if one of the
> following two conditions is fulfilled:
> # R is protected and is declared in a class C, and D is either a subclass of
> C or C itself. Furthermore, if R is not static, then the symbolic reference
> to R must contain a symbolic reference to a class T, such that T is either a
> subclass of D, a superclass of D, or D itself.
> # R is either protected or has default access (that is, neither public nor
> protected nor private), and is declared by a class in the same run-time
> package as D.
> 2.) doesn't apply as we have loaded the class with a different class loader
> (and are in a different package) and 1.) doesn't apply because we are
> apparently trying to call the method from an inner class of a subclass of
> _BufferedRowIterator_.
> Looking at the Code path of _WholeStageCodeGen_, the following happens:
> # In
> [WholeStageCodeGen|https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/WholeStageCodegenExec.scala#L527],
> we create the subclass of _BufferedRowIterator_, along with a _processNext_
> method for processing the output of the child plan.
> # In the child, which is a
> [HashAggregateExec|https://github.com/apache/spark/blob/master/sql/core/src/main/scala/org/apache/spark/sql/execution/aggregate/HashAggregateExec.scala#L517],
> we create the method which shows up at the top of the stack trace (called
> _doAggregateWithKeysOutput_ )
> # We add this method to the compiled code invoking _addNewFunction_ of
> [CodeGenerator|https://github.com/apache/spark/blob/master/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/expressions/codegen/CodeGenerator.scala#L460]In
> the generated function body we call the _append_ method.|
> Now, the _addNewFunction_ method states that:
> {noformat}
> If the code for the `OuterClass` grows too large, the function will be
> inlined into a new private, inner class
> {noformat}
> This indeed seems to happen: the _doAggregateWithKeysOutput_ method is put
> into a new private inner class. Thus, it doesn't have access to the protected
> _append_ method anymore but still tries to call it, which results in the
> _IllegalAccessError._
> Possible fixes:
> * Pass in the _inlineToOuterClass_ flag when invoking the _addNewFunction_
> * Make the _append_ method public
> * Re-declare the _append_ method in the generated subclass (just invoking
> _super_). This way, inner classes should have access to it.
>
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