scala - Spark HBase连接超时/挂起

Question

我正在尝试在本地计算机上测试对hba​​se的读写。

我正在使用cloudera快速入门docker镜像托管hbase / hadoop / zookeeper等。

我有以下代码:

        val conf = new SparkConf().setAppName("Database Benchmark")

        val sparkContext = new SparkContext(conf)
        val tableName = "testTable"
        val HBaseConf = HBaseConfiguration.create()
        // Add local HBase conf
        HBaseConf.set("hbase.master", "localhost")
        HBaseConf.set("hbase.zookeeper.quorum","localhost")
        HBaseConf.set("hbase.zookeeper.property.clientPort", "2181")
        HBaseConf.set(TableInputFormat.INPUT_TABLE, tableName)

        val connection = ConnectionFactory.createConnection(HBaseConf)
        val table = connection.getTable(TableName.valueOf(tableName))

        val rdd = sparkContext.parallelize(1 to 100)
          .map(i => (i.toString, i+1))

        try {
            read(table)

            write(rdd)
        } catch {
            case e : Exception =>  println("uh oh") // uh oh.
        } finally {
            table.close
            connection.close
        }


    }

    def write(toWrite :  RDD[(String, Int)]): Put = {
        val putter = new Put(Bytes.toBytes("Row2"))
        putter.addColumn(Bytes.toBytes("test"),
            Bytes.toBytes("column1"), Bytes.toBytes(toWrite.toString()))
    }

    def read(table : Table) = {
        val row = table.get(new Get(Bytes.toBytes("newRow")))
        println(row.toString)
    }

当前，我的代码并没有真正做很多事情，我只是想使读写工作，但是当我尝试连接到容器时，我会无限期地收到以下挂断消息:

Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
16/10/25 14:56:00 INFO SparkContext: Running Spark version 2.0.1
16/10/25 14:56:01 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
16/10/25 14:56:01 INFO SecurityManager: Changing view acls to: {user}
16/10/25 14:56:01 INFO SecurityManager: Changing modify acls to: {user}
16/10/25 14:56:01 INFO SecurityManager: Changing view acls groups to: 
16/10/25 14:56:01 INFO SecurityManager: Changing modify acls groups to: 
16/10/25 14:56:01 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users  with view permissions: Set({user}); groups with view permissions: Set(); users  with modify permissions: Set({user}); groups with modify permissions: Set()
16/10/25 14:56:02 INFO Utils: Successfully started service 'sparkDriver' on port 57682.
16/10/25 14:56:02 INFO SparkEnv: Registering MapOutputTracker
16/10/25 14:56:02 INFO SparkEnv: Registering BlockManagerMaster
16/10/25 14:56:02 INFO DiskBlockManager: Created local directory at /private/var/folders/b5/6bhlwry949n3mpwppt4m5_1jcmsf2g/T/blockmgr-d4aaf6d1-ca0d-4c9b-9e08-9b7716e89791
16/10/25 14:56:02 INFO MemoryStore: MemoryStore started with capacity 2004.6 MB
16/10/25 14:56:02 INFO SparkEnv: Registering OutputCommitCoordinator
16/10/25 14:56:02 INFO Utils: Successfully started service 'SparkUI' on port 4040.
16/10/25 14:56:02 INFO SparkUI: Bound SparkUI to 127.0.0.1, and started at http://127.0.0.1:4040
16/10/25 14:56:02 INFO Executor: Starting executor ID driver on host localhost
16/10/25 14:56:02 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 57683.
16/10/25 14:56:02 INFO NettyBlockTransferService: Server created on 127.0.0.1:57683
16/10/25 14:56:02 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, 127.0.0.1, 57683)
16/10/25 14:56:02 INFO BlockManagerMasterEndpoint: Registering block manager 127.0.0.1:57683 with 2004.6 MB RAM, BlockManagerId(driver, 127.0.0.1, 57683)
16/10/25 14:56:02 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, 127.0.0.1, 57683)
16/10/25 14:56:02 INFO RecoverableZooKeeper: Process identifier=hconnection-0x5bd73d1a connecting to ZooKeeper ensemble=localhost:2181
16/10/25 14:56:02 INFO ZooKeeper: Client environment:zookeeper.version=3.4.6-1569965, built on 02/20/2014 09:09 GMT
16/10/25 14:56:02 INFO ZooKeeper: Client environment:host.name=10.171.46.220
16/10/25 14:56:02 INFO ZooKeeper: Client environment:java.version=1.8.0_101
16/10/25 14:56:02 INFO ZooKeeper: Client environment:java.vendor=Oracle Corporation
16/10/25 14:56:02 INFO ZooKeeper: Client environment:java.library.path=/Users/{user}/Library/Java/Extensions:/Library/Java/Extensions:/Network/Library/Java/Extensions:/System/Library/Java/Extensions:/usr/lib/java:.
16/10/25 14:56:02 INFO ZooKeeper: Client environment:java.io.tmpdir=/var/folders/b5/6bhlwry949n3mpwppt4m5_1jcmsf2g/T/
16/10/25 14:56:02 INFO ZooKeeper: Client environment:java.compiler=<NA>
16/10/25 14:56:02 INFO ZooKeeper: Client environment:os.name=Mac OS X
16/10/25 14:56:02 INFO ZooKeeper: Client environment:os.arch=x86_64
16/10/25 14:56:02 INFO ZooKeeper: Client environment:os.version=10.11.6
16/10/25 14:56:02 INFO ZooKeeper: Client environment:user.name={user}
16/10/25 14:56:02 INFO ZooKeeper: Client environment:user.home=/Users/{user}
16/10/25 14:56:02 INFO ZooKeeper: Client environment:user.dir=/Users/{user}/code/scala/HBaseTest
16/10/25 14:56:02 INFO ZooKeeper: Initiating client connection, connectString=localhost:2181 sessionTimeout=90000 watcher=hconnection-0x5bd73d1a0x0, quorum=localhost:2181, baseZNode=/hbase
16/10/25 14:56:02 INFO ClientCnxn: Opening socket connection to server localhost/127.0.0.1:2181. Will not attempt to authenticate using SASL (unknown error)
16/10/25 14:56:02 INFO ClientCnxn: Socket connection established to localhost/127.0.0.1:2181, initiating session
16/10/25 14:56:02 INFO ClientCnxn: Session establishment complete on server localhost/127.0.0.1:2181, sessionid = 0x157fc012352000e, negotiated timeout = 40000
16/10/25 14:56:41 INFO RpcRetryingCaller: Call exception, tries=10, retries=35, started=38307 ms ago, cancelled=false, msg=row 'testTable,newRow,99999999999999' on table 'hbase:meta' at region=hbase:meta,,1.1588230740, hostname=quickstart.cloudera,60020,1477401812367, seqNum=0
16/10/25 14:56:51 INFO RpcRetryingCaller: Call exception, tries=11, retries=35, started=48337 ms ago, cancelled=false, msg=row 'testTable,newRow,99999999999999' on table 'hbase:meta' at region=hbase:meta,,1.1588230740, hostname=quickstart.cloudera,60020,1477401812367, seqNum=0
...
16/10/25 15:00:56 INFO RpcRetryingCaller: Call exception, tries=11, retries=35, started=48468 ms ago, cancelled=false, msg=row 'testTable,newRow,99999999999999' on table 'hbase:meta' at region=hbase:meta,,1.1588230740, hostname=quickstart.cloudera,60020,1477401812367, seqNum=0
16/10/25 15:01:08 INFO SparkContext: Invoking stop() from shutdown hook
16/10/25 15:01:08 INFO SparkUI: Stopped Spark web UI at http://127.0.0.1:4040
16/10/25 15:01:08 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!
16/10/25 15:01:08 INFO MemoryStore: MemoryStore cleared
16/10/25 15:01:08 INFO BlockManager: BlockManager stopped
16/10/25 15:01:08 INFO BlockManagerMaster: BlockManagerMaster stopped
16/10/25 15:01:08 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!
16/10/25 15:01:08 INFO SparkContext: Successfully stopped SparkContext
16/10/25 15:01:08 INFO ShutdownHookManager: Shutdown hook called
16/10/25 15:01:08 INFO ShutdownHookManager: Deleting directory /private/var/folders/b5/6bhlwry949n3mpwppt4m5_1jcmsf2g/T/spark-cc1a87f4-ae09-489e-8957-c2c8a3788e9b


Process finished with exit code 130 (interrupted by signal 2: SIGINT)

我不相信这是docker容器的端口，因为我使用以下命令转发所需的端口:

docker run --hostname=quickstart.cloudera --privileged=true -t -i -p 8888:8888 -p 7180:7180 -p 8000:80 -p 50070:50070 -p 8020:8020 -p 7077 -p 60000:60000 -p 60020:60020 -p 2181:2181  cloudera/quickstart /usr/bin/docker-quickstart

hbase-site.xml如下:

<configuration>
  <property>
    <name>hbase.rest.port</name>
    <value>8070</value>
    <description>The port for the HBase REST server.</description>
  </property>

  <property>
    <name>hbase.cluster.distributed</name>
    <value>true</value>
  </property>

  <property>
    <name>hbase.rootdir</name>
    <value>hdfs://quickstart.cloudera:8020/hbase</value>
  </property>

  <property>
    <name>hbase.regionserver.ipc.address</name>
    <value>0.0.0.0</value>
  </property>

  <property>
    <name>hbase.master.ipc.address</name>
    <value>0.0.0.0</value>
  </property>

  <property>
    <name>hbase.thrift.info.bindAddress</name>
    <value>0.0.0.0</value>
  </property>

</configuration>

知道可能是什么问题吗？

Answer 1

1)变更

 HBaseConf.set("hbase.master", "localhost:60000")

2)在hbase-site.xml中添加

    <property>
      <name>zookeeper.znode.parent</name>
      <value>/hbase-unsecure</value>
    </property>
<property>

3)您的build.sbt文件中是否有hbase-client https://mvnrepository.com/artifact/org.apache.hbase/hbase-client？