适用于Hadoop的Google Cloud连接器不适用于Pig

时间:2016-04-13 16:40:21

标签: hadoop apache-pig google-hadoop

我正在使用Hadoop和HDFS 2.7.1.2.4以及Pig 0.15.0.2.4(Hortonworks HDP 2.4)并尝试使用Google Cloud Storage Connector for Spark and Hadoop(GitHub上的bigdata-interop)。当我尝试时,它正常工作,

hadoop fs -ls gs://bucket-name

但是当我在Pig(在mapreduce模式下)中尝试以下内容时:

data = LOAD 'gs://softline/o365.avro' USING AvroStorage();
data = STORE data INTO 'gs://softline/o366.avro' USING AvroStorage();

Pig失败并出现以下错误:

org.apache.pig.backend.executionengine.ExecException: ERROR 2118: Wrong FS scheme: hdfs, in path: hdfs://hdp.slweb.ru:8020/user/root, expected scheme: gs
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigInputFormat.getSplits(PigInputFormat.java:279)
    at org.apache.hadoop.mapreduce.JobSubmitter.writeNewSplits(JobSubmitter.java:301)
    at org.apache.hadoop.mapreduce.JobSubmitter.writeSplits(JobSubmitter.java:318)
    at org.apache.hadoop.mapreduce.JobSubmitter.submitJobInternal(JobSubmitter.java:196)
    at org.apache.hadoop.mapreduce.Job$10.run(Job.java:1290)
    at org.apache.hadoop.mapreduce.Job$10.run(Job.java:1287)
    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:1657)
    at org.apache.hadoop.mapreduce.Job.submit(Job.java:1287)
    at org.apache.hadoop.mapreduce.lib.jobcontrol.ControlledJob.submit(ControlledJob.java:335)
    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:497)
    at org.apache.pig.backend.hadoop23.PigJobControl.submit(PigJobControl.java:128)
    at org.apache.pig.backend.hadoop23.PigJobControl.run(PigJobControl.java:194)
    at java.lang.Thread.run(Thread.java:745)
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.MapReduceLauncher$1.run(MapReduceLauncher.java:276)
Caused by: java.lang.IllegalArgumentException: Wrong FS scheme: hdfs, in path: hdfs://hdp.slweb.ru:8020/user/root, expected scheme: gs
    at com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystemBase.checkPath(GoogleHadoopFileSystemBase.java:741)
    at com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystem.checkPath(GoogleHadoopFileSystem.java:90)
    at org.apache.hadoop.fs.FileSystem.makeQualified(FileSystem.java:466)
    at com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystemBase.makeQualified(GoogleHadoopFileSystemBase.java:701)
    at com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystem.getGcsPath(GoogleHadoopFileSystem.java:163)
    at com.google.cloud.hadoop.fs.gcs.GoogleHadoopFileSystemBase.setWorkingDirectory(GoogleHadoopFileSystemBase.java:1094)
    at org.apache.pig.backend.hadoop.executionengine.mapReduceLayer.PigInputFormat.getSplits(PigInputFormat.java:235)
    ... 18 more

如果需要,我可以发布GC连接器的日志。

Hame有人用这个连接器使用Pig吗?任何帮助都会被指定。

1 个答案:

答案 0 :(得分:1)

TL; DR 在启动猪作业时显式设置workmapreduce.job.working.dir = / user / root /

如果在作业提交期间未明确设置工作目录,则Hadoop会将工作目录设置为默认文件系统的工作目录。当使用HDFS作为默认FS时,工作目录通常类似于'hdfs:// namenode:port / user /< your username>'。

当调用PigInputFormat #getSplits时,它会获取与其正在操作的输入路径关联的FileSystem。在这种情况下,文件系统是GoogleHadoopFileSystem的一个实例。然后Pig检查其输入的路径,如果路径是非本地调用FileSystem#setWorkingDirectory(job.getWorkingDirectory())。这里的问题是作业的工作目录是'hdfs:// namenode:port / user /< your username>'哪个GoogleHadoopFileSystem会拒绝将其设置为自己的工作目录(因为它只支持'gs://'路径)。