[HUDI-6485] Invalid json input record crashes HoodieDeltaStreamer

• Type: Bug
• Status: Open
• Priority: Major
• Resolution: Unresolved
• Affects Version/s: 0.13.1, 0.12.3
• Component/s: deltastreamer
• Assignee: Unassigned
• Reporter: Erik LaBianca
• Created: 05/Jul/23 16:35
• Updated: 05/Jul/23 16:35

Description

With a HoodieDeltaStreamer configured to decode json records, a non-json record causes a failure with no way to skip it or move past. ClickHouse KafkaEngine solves this with an optional "skip invalid records" mode, which seems like it would be helpful here as well.

It's not clear to me if `--commit-on-errors` is supposed to solve for this, but it appears not to in practice.

On failure, the following stack trace is thrown and the process exits:

23/07/03 14:49:23 INFO DAGScheduler: ShuffleMapStage 2 (mapToPair at HoodieJavaRDD.java:135) failed in 2144.592 s due to Job aborted due to stage failure: Task 14 in stage 2.0 failed 1 times, most recent f
ailure: Lost task 14.0 in stage 2.0 (TID 16) (executor driver): org.apache.hudi.exception.HoodieIOException: Unrecognized token 'testvalue': was expecting (JSON String, Number, Array, Obje
ct or token 'null', 'true' or 'false')                                                                                                                                                                       
 at [Source: (String)"testvalue"; line: 1, column: 10]                                                                                                                                                       
        at org.apache.hudi.avro.MercifulJsonConverter.convert(MercifulJsonConverter.java:96)                                                                                                                 
        at org.apache.hudi.utilities.sources.helpers.AvroConvertor.fromJson(AvroConvertor.java:87)                                                                                                           
        at org.apache.spark.api.java.JavaPairRDD$.$anonfun$toScalaFunction$1(JavaPairRDD.scala:1070)                                                                                                         
        at scala.collection.Iterator$$anon$10.next(Iterator.scala:461)                                                                                                                                       
        at scala.collection.Iterator$$anon$10.next(Iterator.scala:461)                                                                                                                                       
        at scala.collection.Iterator$$anon$10.next(Iterator.scala:461)                                                                                                                                       
        at org.apache.spark.util.collection.ExternalSorter.insertAll(ExternalSorter.scala:199)                                                                                                               
        at org.apache.spark.shuffle.sort.SortShuffleWriter.write(SortShuffleWriter.scala:63)                                                                                                                 
        at org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)
        at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:99)
        at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:52)
        at org.apache.spark.scheduler.Task.run(Task.scala:136)
        at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:548)
        at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1504)
        at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:551)
        at java.base/java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1128)
        at java.base/java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:628)
        at java.base/java.lang.Thread.run(Thread.java:829)
Caused by: com.fasterxml.jackson.core.JsonParseException: Unrecognized token 'testvalue': was expecting (JSON String, Number, Array, Object or token 'null', 'true' or 'false')
 at [Source: (String)"testvalue"; line: 1, column: 10]
        at com.fasterxml.jackson.core.JsonParser._constructError(JsonParser.java:2391)
        at com.fasterxml.jackson.core.base.ParserMinimalBase._reportError(ParserMinimalBase.java:745)
        at com.fasterxml.jackson.core.json.ReaderBasedJsonParser._reportInvalidToken(ReaderBasedJsonParser.java:2961)
        at com.fasterxml.jackson.core.json.ReaderBasedJsonParser._reportInvalidToken(ReaderBasedJsonParser.java:2939)
        at com.fasterxml.jackson.core.json.ReaderBasedJsonParser._matchToken(ReaderBasedJsonParser.java:2713)
        at com.fasterxml.jackson.core.json.ReaderBasedJsonParser._matchTrue(ReaderBasedJsonParser.java:2667)
        at com.fasterxml.jackson.core.json.ReaderBasedJsonParser.nextToken(ReaderBasedJsonParser.java:767)
        at com.fasterxml.jackson.databind.ObjectMapper._initForReading(ObjectMapper.java:4761)
        at com.fasterxml.jackson.databind.ObjectMapper._readMapAndClose(ObjectMapper.java:4667)
        at com.fasterxml.jackson.databind.ObjectMapper.readValue(ObjectMapper.java:3629)
        at com.fasterxml.jackson.databind.ObjectMapper.readValue(ObjectMapper.java:3597)
        at org.apache.hudi.avro.MercifulJsonConverter.convert(MercifulJsonConverter.java:93)
        ... 17 more