[BEAM-6517] Pipeline fails with deserializing lambda function on Spark (MapElements)

• Type: Bug
• Status: Resolved
• Priority: P3
• Resolution: Duplicate
• Affects Version/s: 2.9.0
• Fix Version/s: Not applicable
• Component/s: io-java-avro
• Assignee: Unassigned
• Reporter: Vu Ho
• Created: 26/Jan/19 15:44
• Updated: 16/May/20 13:23
• Resolved: 06/Apr/19 10:38

Description

I'm trying to read from Parquet using Spark runner. Initial attempt failed because of version mismatch (Spark 2.3.2 use older Parquet). I tried shading parquet and avro, and it successfully read the Parquet record. However when I tried to access the record field using lambda function:

p.apply(FileIO.match().filepattern(options.getInputFile()))
  .apply(FileIO.readMatches())
  .apply(ParquetIO.readFiles(schema))
  .apply(MapElements.into(TypeDescriptors.strings()).via(it -> it.get("name").toString()))
  .apply(TextIO.write().to(options.getOutput()));

 

Exception in thread "main" java.lang.IllegalArgumentException: unable to deserialize org.apache.beam.sdk.transforms.MapElements$1@1292071f
at org.apache.beam.sdk.util.SerializableUtils.deserializeFromByteArray(SerializableUtils.java:74)
at org.apache.beam.sdk.util.SerializableUtils.clone(SerializableUtils.java:100)
at org.apache.beam.runners.spark.translation.MultiDoFnFunction.<init>(MultiDoFnFunction.java:103)
at org.apache.beam.runners.spark.translation.TransformTranslator$6.evaluate(TransformTranslator.java:374)
at org.apache.beam.runners.spark.translation.TransformTranslator$6.evaluate(TransformTranslator.java:340)
at org.apache.beam.runners.spark.SparkRunner$Evaluator.doVisitTransform(SparkRunner.java:438)
at org.apache.beam.runners.spark.SparkRunner$Evaluator.visitPrimitiveTransform(SparkRunner.java:426)
at org.apache.beam.sdk.runners.TransformHierarchy$Node.visit(TransformHierarchy.java:657)
at org.apache.beam.sdk.runners.TransformHierarchy$Node.visit(TransformHierarchy.java:649)
at org.apache.beam.sdk.runners.TransformHierarchy$Node.visit(TransformHierarchy.java:649)
at org.apache.beam.sdk.runners.TransformHierarchy$Node.visit(TransformHierarchy.java:649)
at org.apache.beam.sdk.runners.TransformHierarchy$Node.access$600(TransformHierarchy.java:311)
at org.apache.beam.sdk.runners.TransformHierarchy.visit(TransformHierarchy.java:245)
at org.apache.beam.sdk.Pipeline.traverseTopologically(Pipeline.java:458)
at org.apache.beam.runners.spark.SparkRunner.lambda$run$1(SparkRunner.java:223)
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.io.IOException: unexpected exception type
at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1736)
at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1266)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2078)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1573)
at java.io.ObjectInputStream.readArray(ObjectInputStream.java:1975)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1567)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2287)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2211)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2069)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1573)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2287)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2211)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2069)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1573)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2287)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2211)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2069)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1573)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2287)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2211)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2069)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1573)
at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431)
at org.apache.beam.sdk.util.SerializableUtils.deserializeFromByteArray(SerializableUtils.java:71)
... 19 more
Caused by: java.lang.reflect.InvocationTargetException
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1260)
... 41 more
Caused by: java.lang.IllegalArgumentException: Invalid lambda deserialization
at beamtest.examples.ParquetWordCount.$deserializeLambda$(ParquetWordCount.java:23)
... 51 more

 

This doesn't happen if I use SimpleFunction, but many times lambda functions are more convenient and readable 

Issue Links

• is duplicated by: BEAM-6771 Spark Runner Fails on Certain Versions of Spark 2.X