spark streaming kafka Couldn't find leader
问题描述:
使用spark streaming接受kafka数据(使用direct方式)报错
Couldn't find leader offsets for Set([test,0], [test,1], [test,3])
Exception in thread "main" org.apache.spark.SparkException: java.nio.channels.ClosedChannelException
java.nio.channels.ClosedChannelException
org.apache.spark.SparkException: Couldn't find leader offsets for Set([test,0], [test,1], [test,3])
at org.apache.spark.streaming.kafka.KafkaCluster$$anonfun$checkErrors$1.apply(KafkaCluster.scala:366)
at org.apache.spark.streaming.kafka.KafkaCluster$$anonfun$checkErrors$1.apply(KafkaCluster.scala:366)
at scala.util.Either.fold(Either.scala:97)
at org.apache.spark.streaming.kafka.KafkaCluster$.checkErrors(KafkaCluster.scala:365)
at org.apache.spark.streaming.kafka.KafkaUtils$.getFromOffsets(KafkaUtils.scala:222)
at org.apache.spark.streaming.kafka.KafkaUtils$.createDirectStream(KafkaUtils.scala:484)
at Apps.KafkaStreaming$.main(KafkaStreaming.scala:52)
at Apps.KafkaStreaming.main(KafkaStreaming.scala)
at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:606)
at com.intellij.rt.execution.application.AppMain.main(AppMain.java:144)
解决办法:
尝试方法1. 因为我有3个broker 所以尝试更改 num.partitions=3 在创建一个新的 topic 仍旧不可以
尝试方法2.将本机host中维护服务器ip hostname,以及服务器中保证/etc/hosts下ip hostname关系 仍旧不可以
1. 停止kafka、zookeeper服务
2. 删除zookeeper、kafka 配置的logs下文件
3. 启动zookeeper、kafka服务
4. 创建新的topic
[hduser@BDTEST05 bin]$ ./kafka-console-producer.sh --broker-list BDTEST05:9092 --topic test1
问题解决
注意 此处刚刚创建万的topic 如果立即跑程序 会报 是否存在这个topic 一定要topic里有内容了 才可以执行成功