如何配置Apache Flume 1.4.0从Twitter获取数据并放入HDFS（Apache Hadoop 2.5版）？

时间：2014-10-10 12:23:44

标签： apache hadoop twitter hdfs flume

我使用的是Ubuntu 14.04 我的配置文件如下：

TwitterAgent.sources = Twitter
TwitterAgent.channels = MemChannel
TwitterAgent.sinks = HDFS
TwitterAgent.sources.Twitter.type = com.cloudera.flume.source.TwitterSource
TwitterAgent.sources.Twitter.channels = MemChannel
TwitterAgent.sources.Twitter.consumerKey = Q5JF4gVmrahNk93C913GjgJgB
TwitterAgent.sources.Twitter.consumerSecret = GFM6F0QuqEHn1eKpL1k4CHwdecEp626xLepajp9CAbtRBxEVCC
TwitterAgent.sources.Twitter.accessToken = 152956374-hTFXO9g1RBSn1yikmi2mQClilZe2PqnyqphFQh9t
TwitterAgent.sources.Twitter.accessTokenSecret = SODGEbkQvHYzZMtPsWoI2k9ZKiAd7q21ebtG3SNMu3Y0a
TwitterAgent.sources.Twitter.keywords = hadoop, big data, analytics, bigdata, cloudera, data science, data scientiest, business intelligence, mapreduce, data warehouse, data warehousing, mahout, hbase, nosql, newsql, businessintelligence, cloudcomputing

TwitterAgent.sinks.HDFS.type = hdfs
TwitterAgent.sinks.HDFS.channel = MemChannel
TwitterAgent.sinks.HDFS.hdfs.path = hdfs://localhost:9000/user/flume/tweets/
TwitterAgent.sinks.HDFS.hdfs.fileType = DataStream
TwitterAgent.sinks.HDFS.hdfs.writeFormat = Text
#number of events written to file before it is flushed to HDFS/default 100
TwitterAgent.sinks.HDFS.hdfs.batchSize = 1000
#File size to trigger roll, in bytes (0: never roll based on file size)
TwitterAgent.sinks.HDFS.hdfs.rollSize = 0
#Number of events written to file before it rolled (0 = never roll based #on number of events)
TwitterAgent.sinks.HDFS.hdfs.rollCount = 10000
TwitterAgent.channels.MemChannel.type = memory
#The maximum number of events stored in the channel
TwitterAgent.channels.MemChannel.capacity = 10000
#The maximum number of events the channel will take from a source or give to a sink per #transaction
TwitterAgent.channels.MemChannel.transactionCapacity = 100

我在终端上使用以下命令：

hadoopuser@Hotshot:/usr/lib/flume-ng/apache-flume-1.4.0-bin/bin$ ./flume-ng agent –conf ./conf/ -f /usr/lib/flume-ng/apache-flume-1.4.0-bin/conf/flume.conf -Dflume.root.logger=DEBUG,console -n TwitterAgent

我收到以下错误：

14/10/10 17:24:12 INFO instrumentation.MonitoredCounterGroup: Component type: SINK, name: HDFS started
14/10/10 17:24:12 INFO twitter4j.TwitterStreamImpl: Establishing connection.
14/10/10 17:24:22 INFO twitter4j.TwitterStreamImpl: Connection established.
14/10/10 17:24:22 INFO twitter4j.TwitterStreamImpl: Receiving status stream.
14/10/10 17:24:22 INFO hdfs.HDFSDataStream: Serializer = TEXT, UseRawLocalFileSystem = false
14/10/10 17:24:22 INFO hdfs.BucketWriter: Creating hdfs://localhost:9000/user/flume/tweets//FlumeData.1412942062375.tmp
14/10/10 17:24:22 ERROR hdfs.HDFSEventSink: process failed
java.lang.VerifyError: class org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$RecoverLeaseRequestProto overrides final method getUnknownFields.()Lcom/google/protobuf/UnknownFieldSet;
    at java.lang.ClassLoader.defineClass1(Native Method)
    at java.lang.ClassLoader.defineClass(ClassLoader.java:800)
    at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
    at java.net.URLClassLoader.defineClass(URLClassLoader.java:449)
    at java.net.URLClassLoader.access$100(URLClassLoader.java:71)
    at java.net.URLClassLoader$1.run(URLClassLoader.java:361)
    at java.net.URLClassLoader$1.run(URLClassLoader.java:355)
    at java.security.AccessController.doPrivileged(Native Method)
    at java.net.URLClassLoader.findClass(URLClassLoader.java:354)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:425)
    at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:308)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:358)
    at java.lang.Class.getDeclaredMethods0(Native Method)
    at java.lang.Class.privateGetDeclaredMethods(Class.java:2570)
    at java.lang.Class.privateGetPublicMethods(Class.java:2690)
    at java.lang.Class.privateGetPublicMethods(Class.java:2700)
    at java.lang.Class.getMethods(Class.java:1467)
    at sun.misc.ProxyGenerator.generateClassFile(ProxyGenerator.java:426)
    at sun.misc.ProxyGenerator.generateProxyClass(ProxyGenerator.java:323)
    at java.lang.reflect.Proxy$ProxyClassFactory.apply(Proxy.java:672)
    at java.lang.reflect.Proxy$ProxyClassFactory.apply(Proxy.java:592)
    at java.lang.reflect.WeakCache$Factory.get(WeakCache.java:244)
    at java.lang.reflect.WeakCache.get(WeakCache.java:141)
    at java.lang.reflect.Proxy.getProxyClass0(Proxy.java:455)
    at java.lang.reflect.Proxy.newProxyInstance(Proxy.java:738)
    at org.apache.hadoop.ipc.ProtobufRpcEngine.getProxy(ProtobufRpcEngine.java:92)
    at org.apache.hadoop.ipc.RPC.getProtocolProxy(RPC.java:537)
    at org.apache.hadoop.hdfs.NameNodeProxies.createNNProxyWithClientProtocol(NameNodeProxies.java:366)
    at org.apache.hadoop.hdfs.NameNodeProxies.createNonHAProxy(NameNodeProxies.java:262)
    at org.apache.hadoop.hdfs.NameNodeProxies.createProxy(NameNodeProxies.java:153)
    at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:602)
    at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:547)
    at org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:139)
    at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:2591)
    at org.apache.hadoop.fs.FileSystem.access$200(FileSystem.java:89)
    at org.apache.hadoop.fs.FileSystem$Cache.getInternal(FileSystem.java:2625)
    at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:2607)
    at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:368)
    at org.apache.hadoop.fs.Path.getFileSystem(Path.java:296)
    at org.apache.flume.sink.hdfs.BucketWriter$1.call(BucketWriter.java:226)
    at org.apache.flume.sink.hdfs.BucketWriter$1.call(BucketWriter.java:220)
    at org.apache.flume.sink.hdfs.BucketWriter$8$1.run(BucketWriter.java:536)
    at org.apache.flume.sink.hdfs.BucketWriter.runPrivileged(BucketWriter.java:160)
    at org.apache.flume.sink.hdfs.BucketWriter.access$1000(BucketWriter.java:56)
    at org.apache.flume.sink.hdfs.BucketWriter$8.call(BucketWriter.java:533)
    at java.util.concurrent.FutureTask.run(FutureTask.java:262)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
    at java.lang.Thread.run(Thread.java:745)

Apache Flume和Apache Hadoop的版本是否存在兼容性问题？我没有找到任何有助于我安装Apache Flume 1.5.1的好资源 如果没有兼容性问题，那么我该如何在我的HDFS中获取推文？

1 个答案:

答案 0 :(得分：1)

Hadoop正在使用protobuf 2.5 

hadoop-project/pom.xml:    <protobuf.version>2.5.0</protobuf.version>

使用protobuf 2.5生成的代码与旧的protobuf库二进制不兼容。不幸的是，目前Flume 1.4的稳定版本包括protobuf 2.4.1。 你可以通过将protobuf和guava移出Flume的lib目录来解决这个问题。

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