will-che / flink-recommandSystem-demo

:helicopter::rocket:基于Flink实现的商品实时推荐系统。flink统计商品热度,放入redis缓存,分析日志信息,将画像标签和实时记录放入Hbase。在用户发起推荐请求后,根据用户画像重排序热度榜,并结合协同过滤和标签两个推荐模块为新生成的榜单的每一个产品添加关联产品,最后返回新的用户列表。

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

几个内网ip地址的配置

luoy2 opened this issue · comments

commented

您好,
非常感谢项目的分享。 有几个问题想要咨询一下, 在stackover flow上找了许久也没有找到解决方案。

flink-2-hbase/src/main/resources/config.properties里有一个ip地址192.168.1.7

kafka.bootstrap.servers=192.168.1.7:9092
kafka.zookeeper.connect=192.168.1.7:2181

但是在docker-compose.yml里kafka的outside接口是192.168.56.103

KAFKA_ADVERTISED_LISTENERS: INSIDE://kafka:9093,OUTSIDE://192.168.56.103:9092

当我尝试在一台机器部署所有平台时, 我将kafka outside改成了localhost:9092

  kafka:
    container_name: kafka
    image: wurstmeister/kafka:2.12-2.2.1
    ports:
      - "9092:9092"
    depends_on:
      - zookeeper
    expose:
    - "9093"
    environment:
      KAFKA_ADVERTISED_LISTENERS: INSIDE://kafka:9093,OUTSIDE://localhost:9092
      KAFKA_LISTENER_SECURITY_PROTOCOL_MAP: INSIDE:PLAINTEXT,OUTSIDE:PLAINTEXT
      KAFKA_LISTENERS: INSIDE://0.0.0.0:9093,OUTSIDE://0.0.0.0:9092
      KAFKA_ZOOKEEPER_CONNECT: zookeeper:2181
      KAFKA_INTER_BROKER_LISTENER_NAME: INSIDE
      KAFKA_CREATE_TOPICS: "flink:1:1"

然后新建了一个flink2kafka的消费java程序:

public class KalfkaApp {

    public static void main(String[] args) throws Exception {
        StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();
        Properties properties = new Properties();
        properties.setProperty("bootstrap.servers", "localhost:9092");
        properties.setProperty("zookeeper.connect", "localhost:2181");
        properties.setProperty("group.id", "test");

        System.out.println(properties);
        DataStreamSource<String> dataStream = env.addSource(new FlinkKafkaConsumer<String>("log", new SimpleStringSchema(), properties));
//        dataStream.map(new LogMapFunction());
        dataStream.rebalance().map(new MapFunction<String, String>() {
            private static final long serialVersionUID = -6867736771747690202L;

            @Override
            public String map(String value) throws Exception {
                return "Kafka and Flink1 says: " + value;
            }
        }).print();

        env.execute("stout");
    }
}

这个java程序在IDE里面可以直接运行,运行效果如下:

4> Kafka and Flink1 says: 315,315,1583225504,3
9> Kafka and Flink1 says: 302,302,1583225491,2
10> Kafka and Flink1 says: 304,304,1583225493,1
1> Kafka and Flink1 says: 309,309,1583225498,3
7> Kafka and Flink1 says: 298,298,1583225487,1
12> Kafka and Flink1 says: 308,308,1583225497,2
2> Kafka and Flink1 says: 311,311,1583225500,2
3> Kafka and Flink1 says: 313,313,1583225502,1
6> Kafka and Flink1 says: 319,319,1583225508,1
7> Kafka and Flink1 says: 321,321,1583225510,3
10> Kafka and Flink1 says: 326,326,1583225515,2
9> Kafka and Flink1 says: 324,324,1583225513,3
11> Kafka and Flink1 says: 328,328,1583225517,1
12> Kafka and Flink1 says: 330,330,1583225519,3

Process finished with exit code -1

但是当我打包成jar通过您的教程docker cp进flink后, 报以下错误:

root@db0dba1666b2:/opt/flink# flink run /opt/flink-2-hbase-1.0-SNAPSHOT.jar
{bootstrap.servers=localhost:9092, group.id=test, zookeeper.connect=localhost:2181}
Job has been submitted with JobID 144b101ff9964cf7ba109cfd95e7f005

------------------------------------------------------------
 The program finished with the following exception:

org.apache.flink.client.program.ProgramInvocationException: The main method caused an error: org.apache.flink.client.program.ProgramInvocationException: Job failed (JobID: 144b101ff9964cf7ba109cfd95e7f005)
        at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:335)
        at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:205)
        at org.apache.flink.client.ClientUtils.executeProgram(ClientUtils.java:138)
        at org.apache.flink.client.cli.CliFrontend.executeProgram(CliFrontend.java:664)
        at org.apache.flink.client.cli.CliFrontend.run(CliFrontend.java:213)
        at org.apache.flink.client.cli.CliFrontend.parseParameters(CliFrontend.java:895)
        at org.apache.flink.client.cli.CliFrontend.lambda$main$10(CliFrontend.java:968)
        at org.apache.flink.runtime.security.NoOpSecurityContext.runSecured(NoOpSecurityContext.java:30)
        at org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:968)
Caused by: java.util.concurrent.ExecutionException: org.apache.flink.client.program.ProgramInvocationException: Job failed (JobID: 144b101ff9964cf7ba109cfd95e7f005)
        at java.util.concurrent.CompletableFuture.reportGet(CompletableFuture.java:357)
        at java.util.concurrent.CompletableFuture.get(CompletableFuture.java:1908)
        at org.apache.flink.streaming.api.environment.StreamContextEnvironment.execute(StreamContextEnvironment.java:83)
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1620)
        at com.demo.task.KalfkaApp.main(KalfkaApp.java:38)
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:498)
        at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:321)
        ... 8 more
Caused by: org.apache.flink.client.program.ProgramInvocationException: Job failed (JobID: 144b101ff9964cf7ba109cfd95e7f005)
        at org.apache.flink.client.deployment.ClusterClientJobClientAdapter.lambda$null$6(ClusterClientJobClientAdapter.java:112)
        at java.util.concurrent.CompletableFuture.uniApply(CompletableFuture.java:616)
        at java.util.concurrent.CompletableFuture$UniApply.tryFire(CompletableFuture.java:591)
        at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:488)
        at java.util.concurrent.CompletableFuture.complete(CompletableFuture.java:1975)
        at org.apache.flink.client.program.rest.RestClusterClient.lambda$pollResourceAsync$21(RestClusterClient.java:565)
        at java.util.concurrent.CompletableFuture.uniWhenComplete(CompletableFuture.java:774)
        at java.util.concurrent.CompletableFuture$UniWhenComplete.tryFire(CompletableFuture.java:750)
        at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:488)
        at java.util.concurrent.CompletableFuture.complete(CompletableFuture.java:1975)
        at org.apache.flink.runtime.concurrent.FutureUtils.lambda$retryOperationWithDelay$8(FutureUtils.java:291)
        at java.util.concurrent.CompletableFuture.uniWhenComplete(CompletableFuture.java:774)
        at java.util.concurrent.CompletableFuture$UniWhenComplete.tryFire(CompletableFuture.java:750)
        at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:488)
        at java.util.concurrent.CompletableFuture.postFire(CompletableFuture.java:575)
        at java.util.concurrent.CompletableFuture$UniCompose.tryFire(CompletableFuture.java:943)
        at java.util.concurrent.CompletableFuture$Completion.run(CompletableFuture.java:456)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
        at java.lang.Thread.run(Thread.java:748)
Caused by: org.apache.flink.runtime.client.JobExecutionException: Job execution failed.
        at org.apache.flink.runtime.jobmaster.JobResult.toJobExecutionResult(JobResult.java:147)
        at org.apache.flink.client.deployment.ClusterClientJobClientAdapter.lambda$null$6(ClusterClientJobClientAdapter.java:110)
        ... 19 more
Caused by: org.apache.flink.runtime.JobException: Recovery is suppressed by NoRestartBackoffTimeStrategy
        at org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.handleFailure(ExecutionFailureHandler.java:110)
        at org.apache.flink.runtime.executiongraph.failover.flip1.ExecutionFailureHandler.getFailureHandlingResult(ExecutionFailureHandler.java:76)
        at org.apache.flink.runtime.scheduler.DefaultScheduler.handleTaskFailure(DefaultScheduler.java:192)
        at org.apache.flink.runtime.scheduler.DefaultScheduler.maybeHandleTaskFailure(DefaultScheduler.java:186)
        at org.apache.flink.runtime.scheduler.DefaultScheduler.updateTaskExecutionStateInternal(DefaultScheduler.java:180)
        at org.apache.flink.runtime.scheduler.SchedulerBase.updateTaskExecutionState(SchedulerBase.java:484)
        at org.apache.flink.runtime.jobmaster.JobMaster.updateTaskExecutionState(JobMaster.java:380)
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:498)
        at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcInvocation(AkkaRpcActor.java:279)
        at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleRpcMessage(AkkaRpcActor.java:194)
        at org.apache.flink.runtime.rpc.akka.FencedAkkaRpcActor.handleRpcMessage(FencedAkkaRpcActor.java:74)
        at org.apache.flink.runtime.rpc.akka.AkkaRpcActor.handleMessage(AkkaRpcActor.java:152)
        at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:26)
        at akka.japi.pf.UnitCaseStatement.apply(CaseStatements.scala:21)
        at scala.PartialFunction.applyOrElse(PartialFunction.scala:123)
        at scala.PartialFunction.applyOrElse$(PartialFunction.scala:122)
        at akka.japi.pf.UnitCaseStatement.applyOrElse(CaseStatements.scala:21)
        at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:171)
        at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:172)
        at scala.PartialFunction$OrElse.applyOrElse(PartialFunction.scala:172)
        at akka.actor.Actor.aroundReceive(Actor.scala:517)
        at akka.actor.Actor.aroundReceive$(Actor.scala:515)
        at akka.actor.AbstractActor.aroundReceive(AbstractActor.scala:225)
        at akka.actor.ActorCell.receiveMessage(ActorCell.scala:592)
        at akka.actor.ActorCell.invoke(ActorCell.scala:561)
        at akka.dispatch.Mailbox.processMailbox(Mailbox.scala:258)
        at akka.dispatch.Mailbox.run(Mailbox.scala:225)
        at akka.dispatch.Mailbox.exec(Mailbox.scala:235)
        at akka.dispatch.forkjoin.ForkJoinTask.doExec(ForkJoinTask.java:260)
        at akka.dispatch.forkjoin.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1339)
        at akka.dispatch.forkjoin.ForkJoinPool.runWorker(ForkJoinPool.java:1979)
        at akka.dispatch.forkjoin.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:107)
Caused by: org.apache.kafka.common.errors.TimeoutException: Timeout expired while fetching topic metadata

网上查了一下这个错误, 我感觉是不是flink没法连到zookeeper所以取不到元数据?网上说KAFKA_LISTENER_SECURITY_PROTOCOL_MAP不能是SSL,但是因为楼主设置本身就是plaintext所以再次陷入僵局。。。

谢谢!

commented

解决了,参考这篇 我把config文件里面的配置改成了:

## kafka config
kafka.bootstrap.servers=kafka:9093
kafka.zookeeper.connect=zookeeper:2181