Details
Major Description
I'd like to seek for community help on fixing this issue:
Related to SPARK-34596, one of our users had hit an issue with ExpressionEncoder when running Spark code in a Scala REPL, where NewInstance.resolved was throwing "Malformed class name" error, with the following kind of stack trace:
java.lang.InternalError: Malformed class name at java.lang.Class.getSimpleBinaryName(Class.java:1450) at java.lang.Class.isMemberClass(Class.java:1433) at org.apache.spark.sql.catalyst.expressions.objects.NewInstance.resolved$lzycompute(objects.scala:447) at org.apache.spark.sql.catalyst.expressions.objects.NewInstance.resolved(objects.scala:441) at org.apache.spark.sql.catalyst.analysis.Analyzer.resolveExpressionBottomUp(Analyzer.scala:1935) ... Caused by: sbt.ForkMain$ForkError: java.lang.StringIndexOutOfBoundsException: String index out of range: -83 at java.lang.String.substring(String.java:1931) at java.lang.Class.getSimpleBinaryName(Class.java:1448) at java.lang.Class.isMemberClass(Class.java:1433) at org.apache.spark.sql.catalyst.expressions.objects.NewInstance.resolved$lzycompute(objects.scala:447) at org.apache.spark.sql.catalyst.expressions.objects.NewInstance.resolved(objects.scala:441) ...
The most important point in the stack trace is this:
java.lang.InternalError: Malformed class name at java.lang.Class.getSimpleBinaryName(Class.java:1450) at java.lang.Class.isMemberClass(Class.java:1433)
The most common way to hit the "Malformed class name" issue in Spark is via java.lang.Class.getSimpleName. But as this stack trace demonstrates, it can happen via other code paths from the JDK as well.
If we want to fix it in a similar fashion as Utils.getSimpleName, we'd have to emulate java.lang.Class.isMemberClass in Spark's Utils, and then use it in the NewInstance.resolved code path.
Here's a reproducer test case (in diff form against Spark master's ExpressionEncoderSuite ), which uses explicit nested classes to emulate the code structure that'd be generated by Scala's REPL:
(the level of nesting can be further reduced and still reproduce the issue)
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/encoders/ExpressionEncoderSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/encoders/ExpressionEncoderSuite.scala index 2635264..fd1b23d 100644 --- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/encoders/ExpressionEncoderSuite.scala +++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/encoders/ExpressionEncoderSuite.scala @@ -217,6 +217,95 @@ class ExpressionEncoderSuite extends CodegenInterpretedPlanTest with AnalysisTes "nested Scala class should work") } + object OuterLevelWithVeryVeryVeryLongClassName1 { + object OuterLevelWithVeryVeryVeryLongClassName2 { + object OuterLevelWithVeryVeryVeryLongClassName3 { + object OuterLevelWithVeryVeryVeryLongClassName4 { + object OuterLevelWithVeryVeryVeryLongClassName5 { + object OuterLevelWithVeryVeryVeryLongClassName6 { + object OuterLevelWithVeryVeryVeryLongClassName7 { + object OuterLevelWithVeryVeryVeryLongClassName8 { + object OuterLevelWithVeryVeryVeryLongClassName9 { + object OuterLevelWithVeryVeryVeryLongClassName10 { + object OuterLevelWithVeryVeryVeryLongClassName11 { + object OuterLevelWithVeryVeryVeryLongClassName12 { + object OuterLevelWithVeryVeryVeryLongClassName13 { + object OuterLevelWithVeryVeryVeryLongClassName14 { + object OuterLevelWithVeryVeryVeryLongClassName15 { + object OuterLevelWithVeryVeryVeryLongClassName16 { + object OuterLevelWithVeryVeryVeryLongClassName17 { + object OuterLevelWithVeryVeryVeryLongClassName18 { + object OuterLevelWithVeryVeryVeryLongClassName19 { + object OuterLevelWithVeryVeryVeryLongClassName20 { + case class MalformedNameExample2(x: Int) + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + } + + { + OuterScopes.addOuterScope( + OuterLevelWithVeryVeryVeryLongClassName1 + .OuterLevelWithVeryVeryVeryLongClassName2 + .OuterLevelWithVeryVeryVeryLongClassName3 + .OuterLevelWithVeryVeryVeryLongClassName4 + .OuterLevelWithVeryVeryVeryLongClassName5 + .OuterLevelWithVeryVeryVeryLongClassName6 + .OuterLevelWithVeryVeryVeryLongClassName7 + .OuterLevelWithVeryVeryVeryLongClassName8 + .OuterLevelWithVeryVeryVeryLongClassName9 + .OuterLevelWithVeryVeryVeryLongClassName10 + .OuterLevelWithVeryVeryVeryLongClassName11 + .OuterLevelWithVeryVeryVeryLongClassName12 + .OuterLevelWithVeryVeryVeryLongClassName13 + .OuterLevelWithVeryVeryVeryLongClassName14 + .OuterLevelWithVeryVeryVeryLongClassName15 + .OuterLevelWithVeryVeryVeryLongClassName16 + .OuterLevelWithVeryVeryVeryLongClassName17 + .OuterLevelWithVeryVeryVeryLongClassName18 + .OuterLevelWithVeryVeryVeryLongClassName19 + .OuterLevelWithVeryVeryVeryLongClassName20) + encodeDecodeTest( + OuterLevelWithVeryVeryVeryLongClassName1 + .OuterLevelWithVeryVeryVeryLongClassName2 + .OuterLevelWithVeryVeryVeryLongClassName3 + .OuterLevelWithVeryVeryVeryLongClassName4 + .OuterLevelWithVeryVeryVeryLongClassName5 + .OuterLevelWithVeryVeryVeryLongClassName6 + .OuterLevelWithVeryVeryVeryLongClassName7 + .OuterLevelWithVeryVeryVeryLongClassName8 + .OuterLevelWithVeryVeryVeryLongClassName9 + .OuterLevelWithVeryVeryVeryLongClassName10 + .OuterLevelWithVeryVeryVeryLongClassName11 + .OuterLevelWithVeryVeryVeryLongClassName12 + .OuterLevelWithVeryVeryVeryLongClassName13 + .OuterLevelWithVeryVeryVeryLongClassName14 + .OuterLevelWithVeryVeryVeryLongClassName15 + .OuterLevelWithVeryVeryVeryLongClassName16 + .OuterLevelWithVeryVeryVeryLongClassName17 + .OuterLevelWithVeryVeryVeryLongClassName18 + .OuterLevelWithVeryVeryVeryLongClassName19 + .OuterLevelWithVeryVeryVeryLongClassName20 + .MalformedNameExample2(42), + "deeply nested Scala class should work") + } + productTest(PrimitiveData(1, 1, 1, 1, 1, 1, true)) productTest(
The reason why the test case above is so convoluted is in the way Scala generates the class name for nested classes. In general, Scala generates a class name for a nested class by inserting the dollar-sign ( $ ) in between each level of class nesting. The problem is that this format can concatenate into a very long string that goes beyond certain limits, so Scala will change the class name format beyond certain length threshold.
For the example above, we can see that the first two levels of class nesting have class names that look like this:
org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassName1$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassName1$OuterLevelWithVeryVeryVeryLongClassName2$
If we leave out the fact that Scala uses a dollar-sign ( $ ) suffix for the class name of the companion object, OuterLevelWithVeryVeryVeryLongClassName1's full name is a prefix (substring) of OuterLevelWithVeryVeryVeryLongClassName2.
But if we keep going deeper into the levels of nesting, you'll find names that look like:
org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$2a1321b953c615695d7442b2adb1$$$$ryVeryLongClassName8$OuterLevelWithVeryVeryVeryLongClassName9$OuterLevelWithVeryVeryVeryLongClassName10$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$2a1321b953c615695d7442b2adb1$$$$ryVeryLongClassName8$OuterLevelWithVeryVeryVeryLongClassName9$OuterLevelWithVeryVeryVeryLongClassName10$OuterLevelWithVeryVeryVeryLongClassName11$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$85f068777e7ecf112afcbe997d461b$$$$VeryLongClassName11$OuterLevelWithVeryVeryVeryLongClassName12$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$85f068777e7ecf112afcbe997d461b$$$$VeryLongClassName11$OuterLevelWithVeryVeryVeryLongClassName12$OuterLevelWithVeryVeryVeryLongClassName13$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$85f068777e7ecf112afcbe997d461b$$$$VeryLongClassName11$OuterLevelWithVeryVeryVeryLongClassName12$OuterLevelWithVeryVeryVeryLongClassName13$OuterLevelWithVeryVeryVeryLongClassName14$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$5f7ad51804cb1be53938ea804699fa$$$$VeryLongClassName14$OuterLevelWithVeryVeryVeryLongClassName15$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$5f7ad51804cb1be53938ea804699fa$$$$VeryLongClassName14$OuterLevelWithVeryVeryVeryLongClassName15$OuterLevelWithVeryVeryVeryLongClassName16$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$5f7ad51804cb1be53938ea804699fa$$$$VeryLongClassName14$OuterLevelWithVeryVeryVeryLongClassName15$OuterLevelWithVeryVeryVeryLongClassName16$OuterLevelWithVeryVeryVeryLongClassName17$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$69b54f16b1965a31e88968df1a58d8$$$$VeryLongClassName17$OuterLevelWithVeryVeryVeryLongClassName18$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$69b54f16b1965a31e88968df1a58d8$$$$VeryLongClassName17$OuterLevelWithVeryVeryVeryLongClassName18$OuterLevelWithVeryVeryVeryLongClassName19$ org.apache.spark.sql.catalyst.encoders.ExpressionEncoderSuite$OuterLevelWithVeryVeryVeryLongClassNam$$$$69b54f16b1965a31e88968df1a58d8$$$$VeryLongClassName17$OuterLevelWithVeryVeryVeryLongClassName18$OuterLevelWithVeryVeryVeryLongClassName19$OuterLevelWithVeryVeryVeryLongClassName20$
with a hash code in the middle and various levels of nesting omitted.
The java.lang.Class.isMemberClass method is implemented in JDK8u as:
http://hg.openjdk.java.net/jdk8u/jdk8u/jdk/file/tip/src/share/classes/java/lang/Class.java#l1425
/**
* Returns {@code true} if and only if the underlying class
* is a member class.
*
* @return {@code true} if and only if this class is a member class.
* @since 1.5
*/
public boolean isMemberClass() {
return getSimpleBinaryName() != null && !isLocalOrAnonymousClass();
}
/**
* Returns the "simple binary name" of the underlying class, i.e.,
* the binary name without the leading enclosing class name.
* Returns {@code null} if the underlying class is a top level
* class.
*/
private String getSimpleBinaryName() {
Class<?> enclosingClass = getEnclosingClass();
if (enclosingClass == null) // top level class
return null;
// Otherwise, strip the enclosing class' name
try {
return getName().substring(enclosingClass.getName().length());
} catch (IndexOutOfBoundsException ex) {
throw new InternalError("Malformed class name", ex);
}
}
and the problematic code is getName().substring(enclosingClass.getName().length()) – if a class's enclosing class's full name is longer than the nested class's full name, this logic would end up going out of bounds.
The bug has been fixed in JDK9 by https://bugs.java.com/bugdatabase/view_bug.do?bug_id=8057919 , but still exists in the latest JDK8u release. So from the Spark side we'd need to do something to avoid hitting this problem.
Attachments
Issue Links
- links to
