Spark Hbase连接器无法在并行模式下工作?

时间:2019-05-10 10:48:21

标签: scala apache-spark hadoop apache-spark-sql hbase

我正在尝试使用Hortonworks hbase连接器将Spark 2.0与hbase(https://github.com/hortonworks-spark/shc/tree/v1.1.0-2.0)配合使用

在上面的链接中提供了示例,

val spark = SparkSession
      .builder()
      .appName(getClass.toString)
      .getOrCreate()

def withCatalog(cat: String, spark: SparkSession): DataFrame = {
    spark
      .read
      .options(Map(HBaseTableCatalog.tableCatalog->cat))
      .format("org.apache.spark.sql.execution.datasources.hbase")
      .load()
  }
    val df = withCatalog(cat, spark)
    df.printSchema()
    df.show(20, false)

架构:

val cat =
         s"""{
            |"table":{"namespace":"test", "name":"test_src_data", "tableCoder":"PrimitiveType"},
            |"rowkey":"tfkod_description",
            |"columns":{
            |"col0":{"cf":"rowkey", "col":"tfkod_description", "type":"string"},
            |"src_stream_desc":{"cf":"src_data", "col":"src_desc", "type":"string"}
            |}
            |}""".stripMargin

在执行spark2之后,提交作业运行并仅打印架构。后来,所有的准考官都已存在并永远被困住。

日志中的最后一条消息:

现有执行程序41已被删除(新总数为1)

但是我可以成功地按顺序使用Hbase,即put或BulkPut,但不能使用RDD或DF(使用任何hbase连接器)在Spark中工作。

由于哪个spark executor无法并行工作,hbase / spark配置是否存在任何错误?或工作节点中缺少什么?

工作者发出的错误消息:

19/05/13 11:36:44 ERROR ipc.AbstractRpcClient: SASL authentication failed. The most likely cause is missing or invalid credentials. Consider 'kinit'.
javax.security.sasl.SaslException: GSS initiate failed [Caused by GSSException: No valid credentials provided (Mechanism level: Failed to find any Kerberos tgt)]
    at com.sun.security.sasl.gsskerb.GssKrb5Client.evaluateChallenge(GssKrb5Client.java:211)
    at org.apache.hadoop.hbase.security.HBaseSaslRpcClient.saslConnect(HBaseSaslRpcClient.java:179)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection.setupSaslConnection(RpcClientImpl.java:642)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection.access$600(RpcClientImpl.java:166)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection$2.run(RpcClientImpl.java:769)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection$2.run(RpcClientImpl.java:766)
    at java.security.AccessController.doPrivileged(Native Method)
    at javax.security.auth.Subject.doAs(Subject.java:422)
    at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1920)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection.setupIOstreams(RpcClientImpl.java:766)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection.writeRequest(RpcClientImpl.java:920)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl$Connection.tracedWriteRequest(RpcClientImpl.java:889)
    at org.apache.hadoop.hbase.ipc.RpcClientImpl.call(RpcClientImpl.java:1222)
    at org.apache.hadoop.hbase.ipc.AbstractRpcClient.callBlockingMethod(AbstractRpcClient.java:213)
    at org.apache.hadoop.hbase.ipc.AbstractRpcClient$BlockingRpcChannelImplementation.callBlockingMethod(AbstractRpcClient.java:287)
    at org.apache.hadoop.hbase.protobuf.generated.ClientProtos$ClientService$BlockingStub.scan(ClientProtos.java:32651)
    at org.apache.hadoop.hbase.client.ClientSmallScanner$SmallScannerCallable.call(ClientSmallScanner.java:201)
    at org.apache.hadoop.hbase.client.ClientSmallScanner$SmallScannerCallable.call(ClientSmallScanner.java:180)
    at org.apache.hadoop.hbase.client.RpcRetryingCaller.callWithoutRetries(RpcRetryingCaller.java:200)
    at org.apache.hadoop.hbase.client.ScannerCallableWithReplicas$RetryingRPC.call(ScannerCallableWithReplicas.java:346)
    at org.apache.hadoop.hbase.client.ScannerCallableWithReplicas$RetryingRPC.call(ScannerCallableWithReplicas.java:320)
    at org.apache.hadoop.hbase.client.RpcRetryingCaller.callWithRetries(RpcRetryingCaller.java:126)
    at org.apache.hadoop.hbase.client.ResultBoundedCompletionService$QueueingFuture.run(ResultBoundedCompletionService.java:64)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
    at java.lang.Thread.run(Thread.java:745)
Caused by: GSSException: No valid credentials provided (Mechanism level: Failed to find any Kerberos tgt)
    at sun.security.jgss.krb5.Krb5InitCredential.getInstance(Krb5InitCredential.java:147)
    at sun.security.jgss.krb5.Krb5MechFactory.getCredentialElement(Krb5MechFactory.java:122)
    at sun.security.jgss.krb5.Krb5MechFactory.getMechanismContext(Krb5MechFactory.java:187)
    at sun.security.jgss.GSSManagerImpl.getMechanismContext(GSSManagerImpl.java:224)
    at sun.security.jgss.GSSContextImpl.initSecContext(GSSContextImpl.java:212)
    at sun.security.jgss.GSSContextImpl.initSecContext(GSSContextImpl.java:179)
    at com.sun.security.sasl.gsskerb.GssKrb5Client.evaluateChallenge(GssKrb5Client.java:192)
    ... 25 more

0 个答案:

没有答案