Kafka with spark streaming integration error

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I'm not able to run Kafka with spark-streaming. Following are the steps I've taken till now:

Downloaded the jar file "spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar" and moved it to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/jars

Added this line to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/conf/spark-defaults.conf.template -> spark.jars.packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10:2.2.0

Kafka Version: kafka_2.10-0.10.2.2

Jar file version: spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar

Python Code:

os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10-2.2.0 pyspark-shell' 

kvs = KafkaUtils.createDirectStream(ssc, ["divolte-data"], {"metadata.broker.list": "localhost:9092"})

But I'm still getting the following error:

Py4JJavaError: An error occurred while calling o39.createDirectStreamWithoutMessageHandler.

: java.lang.NoClassDefFoundError: Could not initialize class kafka.consumer.FetchRequestAndResponseStatsRegistry$

    at kafka.consumer.SimpleConsumer.<init>(SimpleConsumer.scala:39)

    at org.apache.spark.streaming.kafka.KafkaCluster.connect(KafkaCluster.scala:59)

What am I doing wrong?

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

How did you configure pom? Are you using ` metrics-core-2.2.0.jar? spark-shell --.jars metrics-core-2.2.0.jar`
– karma4917
Nov 8 at 18:39

You're using spark-2.0.0, but your jars are for 2.2.0... Those versions should be the same
– cricket_007
Nov 9 at 15:18

add a comment |

up vote
0
down vote

favorite

I'm not able to run Kafka with spark-streaming. Following are the steps I've taken till now:

Downloaded the jar file "spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar" and moved it to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/jars

Added this line to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/conf/spark-defaults.conf.template -> spark.jars.packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10:2.2.0

Kafka Version: kafka_2.10-0.10.2.2

Jar file version: spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar

Python Code:

os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10-2.2.0 pyspark-shell' 

kvs = KafkaUtils.createDirectStream(ssc, ["divolte-data"], {"metadata.broker.list": "localhost:9092"})

But I'm still getting the following error:

Py4JJavaError: An error occurred while calling o39.createDirectStreamWithoutMessageHandler.

: java.lang.NoClassDefFoundError: Could not initialize class kafka.consumer.FetchRequestAndResponseStatsRegistry$

    at kafka.consumer.SimpleConsumer.<init>(SimpleConsumer.scala:39)

    at org.apache.spark.streaming.kafka.KafkaCluster.connect(KafkaCluster.scala:59)

What am I doing wrong?

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

How did you configure pom? Are you using ` metrics-core-2.2.0.jar? spark-shell --.jars metrics-core-2.2.0.jar`
– karma4917
Nov 8 at 18:39

You're using spark-2.0.0, but your jars are for 2.2.0... Those versions should be the same
– cricket_007
Nov 9 at 15:18

add a comment |

up vote
0
down vote

favorite

I'm not able to run Kafka with spark-streaming. Following are the steps I've taken till now:

Downloaded the jar file "spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar" and moved it to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/jars

Added this line to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/conf/spark-defaults.conf.template -> spark.jars.packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10:2.2.0

Kafka Version: kafka_2.10-0.10.2.2

Jar file version: spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar

Python Code:

os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10-2.2.0 pyspark-shell' 

kvs = KafkaUtils.createDirectStream(ssc, ["divolte-data"], {"metadata.broker.list": "localhost:9092"})

But I'm still getting the following error:

Py4JJavaError: An error occurred while calling o39.createDirectStreamWithoutMessageHandler.

: java.lang.NoClassDefFoundError: Could not initialize class kafka.consumer.FetchRequestAndResponseStatsRegistry$

    at kafka.consumer.SimpleConsumer.<init>(SimpleConsumer.scala:39)

    at org.apache.spark.streaming.kafka.KafkaCluster.connect(KafkaCluster.scala:59)

What am I doing wrong?

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

I'm not able to run Kafka with spark-streaming. Following are the steps I've taken till now:

Downloaded the jar file "spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar" and moved it to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/jars

Added this line to /home/ec2-user/spark-2.0.0-bin-hadoop2.7/conf/spark-defaults.conf.template -> spark.jars.packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10:2.2.0

Kafka Version: kafka_2.10-0.10.2.2

Jar file version: spark-streaming-kafka-0-8-assembly_2.10-2.2.0.jar

Python Code:

os.environ['PYSPARK_SUBMIT_ARGS'] = '--packages org.apache.spark:spark-streaming-kafka-0-8-assembly_2.10-2.2.0 pyspark-shell' 

kvs = KafkaUtils.createDirectStream(ssc, ["divolte-data"], {"metadata.broker.list": "localhost:9092"})

But I'm still getting the following error:

Py4JJavaError: An error occurred while calling o39.createDirectStreamWithoutMessageHandler.

: java.lang.NoClassDefFoundError: Could not initialize class kafka.consumer.FetchRequestAndResponseStatsRegistry$

    at kafka.consumer.SimpleConsumer.<init>(SimpleConsumer.scala:39)

    at org.apache.spark.streaming.kafka.KafkaCluster.connect(KafkaCluster.scala:59)

What am I doing wrong?

java apache-spark pyspark apache-kafka spark-streaming

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

asked Nov 8 at 6:47

Jaskaran Singh Puri

187316

How did you configure pom? Are you using ` metrics-core-2.2.0.jar? spark-shell --.jars metrics-core-2.2.0.jar`
– karma4917
Nov 8 at 18:39

You're using spark-2.0.0, but your jars are for 2.2.0... Those versions should be the same
– cricket_007
Nov 9 at 15:18

add a comment |

How did you configure pom? Are you using ` metrics-core-2.2.0.jar? spark-shell --.jars metrics-core-2.2.0.jar`
– karma4917
Nov 8 at 18:39

You're using spark-2.0.0, but your jars are for 2.2.0... Those versions should be the same
– cricket_007
Nov 9 at 15:18

How did you configure pom? Are you using ` metrics-core-2.2.0.jar? spark-shell --.jars metrics-core-2.2.0.jar`
– karma4917
Nov 8 at 18:39

You're using spark-2.0.0, but your jars are for 2.2.0... Those versions should be the same
– cricket_007
Nov 9 at 15:18

add a comment |

1 Answer
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spark-defaults.conf.template is only a template, and not read by Spark, therefore your JARs will not be loaded. You must copy/rename this file to remove the template suffix

You'll also need to download Spark 2.2 if you want to use those specific JAR files.

And make sure that your Spark version uses Scala 2.10 if that's the Kafka package you want to use. Otherwise, use 2.11 version

answered Nov 9 at 15:20

cricket_007

77.7k1142108

add a comment |

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1 Answer
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1 Answer
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active

oldest

votes

up vote
0
down vote

spark-defaults.conf.template is only a template, and not read by Spark, therefore your JARs will not be loaded. You must copy/rename this file to remove the template suffix

You'll also need to download Spark 2.2 if you want to use those specific JAR files.

And make sure that your Spark version uses Scala 2.10 if that's the Kafka package you want to use. Otherwise, use 2.11 version

answered Nov 9 at 15:20

cricket_007

77.7k1142108

add a comment |

up vote
0
down vote

spark-defaults.conf.template is only a template, and not read by Spark, therefore your JARs will not be loaded. You must copy/rename this file to remove the template suffix

You'll also need to download Spark 2.2 if you want to use those specific JAR files.

And make sure that your Spark version uses Scala 2.10 if that's the Kafka package you want to use. Otherwise, use 2.11 version

answered Nov 9 at 15:20

cricket_007

77.7k1142108

add a comment |

up vote
0
down vote

spark-defaults.conf.template is only a template, and not read by Spark, therefore your JARs will not be loaded. You must copy/rename this file to remove the template suffix

You'll also need to download Spark 2.2 if you want to use those specific JAR files.

And make sure that your Spark version uses Scala 2.10 if that's the Kafka package you want to use. Otherwise, use 2.11 version

answered Nov 9 at 15:20

cricket_007

77.7k1142108

spark-defaults.conf.template is only a template, and not read by Spark, therefore your JARs will not be loaded. You must copy/rename this file to remove the template suffix

You'll also need to download Spark 2.2 if you want to use those specific JAR files.

And make sure that your Spark version uses Scala 2.10 if that's the Kafka package you want to use. Otherwise, use 2.11 version

answered Nov 9 at 15:20

cricket_007

77.7k1142108

answered Nov 9 at 15:20

cricket_007

77.7k1142108

answered Nov 9 at 15:20

cricket_007

77.7k1142108

answered Nov 9 at 15:20

cricket_007

77.7k1142108

add a comment |

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