CODEWITHSUNDEEP
javaspark-streamingamazon-emr
Halim CHAIBI
Halim CHAIBI

Reputation: 21

CBORFactory NoClassDefFoundError exception in spark 3.0.0

I am having spark streaming application using kinesis and running in EMR 6.0.0, It's running fine locally but when deploying to AWS EMR it keeps failing with NoClassDefFoundError exception

20/11/17 15:26:56 INFO Client: 
     client token: N/A
     diagnostics: User class threw exception: java.lang.NoClassDefFoundError: com/fasterxml/jackson/dataformat/cbor/CBORFactory
    at com.amazonaws.protocol.json.SdkJsonProtocolFactory.getSdkFactory(SdkJsonProtocolFactory.java:123)
    at com.amazonaws.protocol.json.SdkJsonProtocolFactory.createGenerator(SdkJsonProtocolFactory.java:54)
    at com.amazonaws.protocol.json.SdkJsonProtocolFactory.createGenerator(SdkJsonProtocolFactory.java:74)
    at com.amazonaws.protocol.json.SdkJsonProtocolFactory.createProtocolMarshaller(SdkJsonProtocolFactory.java:64)
    at com.amazonaws.services.kinesis.model.transform.DescribeStreamRequestProtocolMarshaller.marshall(DescribeStreamRequestProtocolMarshaller.java:52)
    at com.amazonaws.services.kinesis.AmazonKinesisClient.executeDescribeStream(AmazonKinesisClient.java:861)
    at com.amazonaws.services.kinesis.AmazonKinesisClient.describeStream(AmazonKinesisClient.java:846)
    at com.amazonaws.services.kinesis.AmazonKinesisClient.describeStream(AmazonKinesisClient.java:887)
    at com.gartner.tn.datafeed.application.PositionStreamApplicationV4.getJavaDStream(PositionStreamApplicationV4.java:240)

Upvotes: 1

Views: 1283

Answers (1)

Nigel
Nigel

Reputation: 21

I had the exact same issue and I solved it by removing the dependence on CBOR from Kinesis. I am not sure if that is an option for you but it worked for me.

There are a few ways to do this but, for when running in local mode, I put the following code at the beginning of the main class in my streaming spark application;

System.setProperty(SDKGlobalConfiguration.AWS_CBOR_DISABLE_SYSTEM_PROPERTY, "true");

When running in cluster mode start your spark submit as follows;

spark-submit --deploy-mode cluster \
--conf spark.driver.extraJavaOptions='-Dcom.amazonaws.sdk.disableCbor=true' \
--conf spark.executor.extraJavaOptions='-Dcom.amazonaws.sdk.disableCbor=true'

When running in client mode on the cluster start like this;

spark-submit --deploy-mode client \
--driver-java-options '-Dcom.amazonaws.sdk.disableCbor=true' \
--conf spark.executor.extraJavaOptions='-Dcom.amazonaws.sdk.disableCbor=true'

This question led me to the answer; Getting an AmazonKinesisException Status Code: 502 when using LocalStack from Java

Upvotes: 2

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