【问题标题】:Spark not able to access hbase but able to access with java codeSpark 无法访问 hbase 但可以使用 java 代码访问
【发布时间】:2015-08-20 00:37:41
【问题描述】:

我正在使用带有 hbase 1.0 的 spark 1.3.0。一星期后。 Hbase 使用 java 代码运行成功。但是当使用带有火花的 Hbase 时会出错。我还检查了 hbase shell 是否工作正常。这个错误是在很长一段时间后发生的,否则火花也可以正常工作。

我已经检查了 hadoop 和 hbase 集群的健康状况。

在火花界面

Caused by: java.io.IOException: Enable/Disable failed 
    at org.apache.hadoop.hbase.client.ZooKeeperRegistry.isTableOnlineState(ZooKeeperRegistry.java:110) 
    at org.apache.hadoop.hbase.client.ConnectionManager$HConnectionImplementation.isTableDisabled(ConnectionManager.java:907) 
    at org.apache.hadoop.hbase.client.ConnectionManager$HConnectionImplementation.relocateRegion(ConnectionManager.java:1076) 
    at org.apache.hadoop.hbase.client.ConnectionManager$HConnectionImplementation.relocateRegion(ConnectionManager.java:1064) 
    at org.apache.hadoop.hbase.client.ConnectionManager$HConnectionImplementation.getRegionLocation(ConnectionManager.java:885) 
    at org.apache.hadoop.hbase.client.RegionServerCallable.prepare(RegionServerCallable.java:78) 
    at org.apache.hadoop.hbase.client.RpcRetryingCaller.callWithRetries(RpcRetryingCaller.java:124) 
    ... 23 more 
 Caused by:org.apache.zookeeper.KeeperException$ConnectionLossException:KeeperErrorCode = ConnectionLoss for /hbase/table/my_sample_table 
    at org.apache.zookeeper.KeeperException.create(KeeperException.java:99) 
    at org.apache.zookeeper.KeeperException.create(KeeperException.java:51) 
    at org.apache.zookeeper.ZooKeeper.getData(ZooKeeper.java:1151) 
    at org.apache.hadoop.hbase.zookeeper.RecoverableZooKeeper.getData(RecoverableZooKeeper.java:360) 
    at org.apache.hadoop.hbase.zookeeper.ZKUtil.getData(ZKUtil.java:685) 
    at org.apache.hadoop.hbase.zookeeper.ZKTableStateClientSideReader.getTableState(ZKTableStateClientSideReader.java:186) 
    at org.apache.hadoop.hbase.zookeeper.ZKTableStateClientSideReader.isDisabledTable(ZKTableStateClientSideReader.java:60) 
    at org.apache.hadoop.hbase.client.ZooKeeperRegistry.isTableOnlineState(ZooKeeperRegistry.java:108) 
    ... 29 more 

在某些情况下

   WARN  ZKUtil:484 - hconnection-0x792dd4040x0, quorum=Megatron:2222, baseZNode=/hbase Unable to set watcher on znode (/hbase/hbaseid)
org.apache.zookeeper.KeeperException$ConnectionLossException: KeeperErrorCode = ConnectionLoss for /hbase/hbaseid
    at org.apache.zookeeper.KeeperException.create(KeeperException.java:99)
    at org.apache.zookeeper.KeeperException.create(KeeperException.java:51)
    at org.apache.zookeeper.ZooKeeper.exists(ZooKeeper.java:1045)
    at org.apache.hadoop.hbase.zookeeper.RecoverableZooKeeper.exists(RecoverableZooKeeper.java:222)
    at org.apache.hadoop.hbase.zookeeper.ZKUtil.checkExists(ZKUtil.java:481)
    at org.apache.hadoop.hbase.zookeeper.ZKClusterId.readClusterIdZNode(ZKClusterId.java:65)
    at org.apache.hadoop.hbase.client.ZooKeeperRegistry.getCat org.apache.zookeeper.KeeperException.create(KeeperException.java:99)
 clusterId(ZooKeeperRegistry.java:86)
    at org.apache.hadoop.hbase.client.ConnectionManager$HConnectionImplementation.retrieveClusterId(ConnectionManager.java:833)
    at org.apache.hadoop.hbase.client.ConnectionManager$HConnectionImplementation.<init>(ConnectionManager.java:623)
    at sun.reflect.GeneratedConstructorAccessor530.newInstance(Unknown Source)
    at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
    at java.lang.reflect.Constructor.newInstance(Constructor.java:408)
    at org.apache.hadoop.hbase.client.ConnectionFactory.createConnection(ConnectionFactory.java:238)
    at org.apache.hadoop.hbase.client.ConnectionFactory.createConnection(ConnectionFactory.java:218)
    at org.apache.hadoop.hbase.client.ConnectionFactory.createConnection(ConnectionFactory.java:119)
    at org.apache.hadoop.hbase.mapreduce.TableInputFormat.initialize(TableInputFormat.java:183)
    at org.apache.hadoop.hbase.mapreduce.TableInputFormatBase.getSplits(TableInputFormatBase.java:230)
    at org.apache.hadoop.hbase.mapreduce.TableInputFormat.getSplits(TableInputFormat.java:237)
    at org.apache.spark.rdd.NewHadoopRDD.getPartitions(NewHadoopRDD.scala:95)
    at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219)
    at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217)
    at scala.Option.getOrElse(Option.scala:120)
    at org.apache.spark.rdd.RDD.partitions(RDD.scala:217)
    at org.apache.spark.rdd.MapPartitionsRDD.getPartitions(MapPartitionsRDD.scala:32)
    at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:219)
    at org.apache.spark.rdd.RDD$$anonfun$partitions$2.apply(RDD.scala:217)
    at scala.Option.getOrElse(Option.scala:120)
    at org.apache.spark.rdd.RDD.partitions(RDD.scala:217)
    at org.apache.spark.SparkContext.runJob(SparkContext.scala:1511)
    at org.apache.spark.rdd.RDD.count(RDD.scala:1006)
    at  org.apache.spark.api.java.JavaRDDLike$class.count(JavaRDDLike.scala:412)
    at org.apache.spark.api.java.JavaRDD.count(JavaRDD.scala:32)

但是尝试将某些内容放入 hbase 时首先发生错误。 尝试从 hbase 读取时出现第二个错误。

【问题讨论】:

    标签: java hadoop apache-spark hbase apache-zookeeper


    【解决方案1】:

    问题在于 HBaese 表锁定。处于挂起或不确定状态。 有一些建议的解决方案。

    运行以下命令:

    • hbase hbck -fix
    • HMaster 重启

    如果上述解决方案失败

    • 重启主机

    如果上述解决方案失败

    • 重启 Zookeeper

    如果一切都失败了

    • 重启集群

    更多细节可以在这个网址找到: JIRA Ticket

    【讨论】:

    • 我重新启动我的应用程序然后工作正常。我认为一些连接问题。
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