Я являюсь разработчиком Flume. Когда я пытаюсь написать шаблон для изучения того, как использовать Flume для обработки отправки файла в HDFS в режиме реального времени, я получил ошибку об отказе в соединении.
что я хочу сделать в шаблоне:
-> использование flume для сбора журнала, созданного кустом, и отправки его в HDFS
вот мой job_conf
#name sources,sinks,and channels
a2.sources=r2
a2.sinks=k2
a2.channels=c2
#sources conf,specify the log file i want to watch
a2.sources.r2.type=exec
a2.sources.r2.command = tail -F /opt/module/hive/logs/hive.log
a2.sources.r2.shell=/bin/bash -c
#sinks conf
a2.sinks.k2.type = hdfs
#connect porperties
a2.sinks.k2.hdfs.path = hdfs://hadoop102/flume/%Y%m%d/%H
a2.sinks.k2.hdfs.filePrefix = hive_log-
a2.sinks.k2.hdfs.useLocalTimeStamp = true
a2.sinks.k2.hdfs.fileType = DataStream
a2.sinks.k2.hdfs.round = true
a2.sinks.k2.hdfs.roundValue = 1
a2.sinks.k2.hdfs.roundUnit = hour
a2.sinks.k2.hdfs.rollInterval = 600
a2.sinks.k2.hdfs.rollSize = 134217700
a2.sinks.k2.hdfs.batchSize = 1000
a2.sinks.k2.hdfs.rollCount = 0
a2.sinks.k2.hdfs.minBlockReplicas = 1
# Use a channel which buffers events in memory
a2.channels.c2.type = memory
a2.channels.c2.capacity = 1000
a2.channels.c2.transactionCapacity = 100
# Bind the source and sink to the channel
a2.sources.r2.channels = c2
a2.sinks.k2.channel = c2
информация об ошибках в flume.log ниже
03 July 2019 00:21:41,002 INFO [SinkRunner-PollingRunner-DefaultSinkProcessor] (org.apache.flume.sink.hdfs.BucketWriter.open:231) - Creating hdfs://hadoop102/flume/20190703/00/logs-.1562084496871.tmp
03 July 2019 00:21:41,132 WARN [SinkRunner-PollingRunner-DefaultSinkProcessor] (org.apache.flume.sink.hdfs.HDFSEventSink.process:443) - HDFS IO error
java.net.ConnectException: Call From hadoop102/192.168.1.102 to hadoop102:8020 failed on connection exception: java.net.ConnectException: 拒绝连接(connection denied); For more details see: http://wiki.apache.org/hadoop/ConnectionRefused
at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
at java.lang.reflect.Constructor.newInstance(Constructor.java:423)
at org.apache.hadoop.net.NetUtils.wrapWithMessage(NetUtils.java:792)
at org.apache.hadoop.net.NetUtils.wrapException(NetUtils.java:732)
at org.apache.hadoop.ipc.Client.call(Client.java:1479)
at org.apache.hadoop.ipc.Client.call(Client.java:1412)
at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:229)
at com.sun.proxy.$Proxy12.create(Unknown Source)
at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.create(ClientNamenodeProtocolTranslatorPB.java:296)
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:498)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:191)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:102)
at com.sun.proxy.$Proxy13.create(Unknown Source)
at org.apache.hadoop.hdfs.DFSOutputStream.newStreamForCreate(DFSOutputStream.java:1652)
at org.apache.hadoop.hdfs.DFSClient.create(DFSClient.java:1689)
at org.apache.hadoop.hdfs.DFSClient.create(DFSClient.java:1624)
at org.apache.hadoop.hdfs.DistributedFileSystem$7.doCall(DistributedFileSystem.java:448)
at org.apache.hadoop.hdfs.DistributedFileSystem$7.doCall(DistributedFileSystem.java:444)
at org.apache.hadoop.fs.FileSystemLinkResolver.resolve(FileSystemLinkResolver.java:81)
at org.apache.hadoop.hdfs.DistributedFileSystem.create(DistributedFileSystem.java:444)
at org.apache.hadoop.hdfs.DistributedFileSystem.create(DistributedFileSystem.java:387)
at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:909)
at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:890)
at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:787)
at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:776)
at org.apache.flume.sink.hdfs.HDFSDataStream.doOpen(HDFSDataStream.java:81)
at org.apache.flume.sink.hdfs.HDFSDataStream.open(HDFSDataStream.java:108)
at org.apache.flume.sink.hdfs.BucketWriter$1.call(BucketWriter.java:242)
at org.apache.flume.sink.hdfs.BucketWriter$1.call(BucketWriter.java:232)
at org.apache.flume.sink.hdfs.BucketWriter$9$1.run(BucketWriter.java:668)
at org.apache.flume.auth.SimpleAuthenticator.execute(SimpleAuthenticator.java:50)
at org.apache.flume.sink.hdfs.BucketWriter$9.call(BucketWriter.java:665)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
at java.lang.Thread.run(Thread.java:748)
Caused by: java.net.ConnectException: 拒绝连接(connection denied)
at sun.nio.ch.SocketChannelImpl.checkConnect(Native Method)
at sun.nio.ch.SocketChannelImpl.finishConnect(SocketChannelImpl.java:717)
at org.apache.hadoop.net.SocketIOWithTimeout.connect(SocketIOWithTimeout.java:206)
at org.apache.hadoop.net.NetUtils.connect(NetUtils.java:531)
at org.apache.hadoop.net.NetUtils.connect(NetUtils.java:495)
at org.apache.hadoop.ipc.Client$Connection.setupConnection(Client.java:614)
at org.apache.hadoop.ipc.Client$Connection.setupIOstreams(Client.java:712)
at org.apache.hadoop.ipc.Client$Connection.access$2900(Client.java:375)
at org.apache.hadoop.ipc.Client.getConnection(Client.java:1528)
at org.apache.hadoop.ipc.Client.call(Client.java:1451)
... 34 more
это выглядит так, что я получаю ожидаемый файл в HDFS, если я изменяю
a2.sinks.k2.hdfs.path = hdfs://hadoop102/flume/%Y%m%d/%H
to
a2.sinks.k2.hdfs.path = /flume/%Y%m%d/%H
Я думаю, когда я не укажу hdfs: // hadoop102, flume загрузит конфигурацию hadoop в информацию о кластере hadoop.
Кстати, я видел такую информацию на официальном сайте Flume
hdfs.path – HDFS directory path (eg hdfs://namenode/flume/webdata/)
и пример, предоставленный веб-сайтом Flume
a1.channels = c1
a1.sinks = k1
a1.sinks.k1.type = hdfs
a1.sinks.k1.channel = c1
a1.sinks.k1.hdfs.path = /flume/events/%y-%m-%d/%H%M/%S
a1.sinks.k1.hdfs.filePrefix = events-
a1.sinks.k1.hdfs.round = true
a1.sinks.k1.hdfs.roundValue = 10
a1.sinks.k1.hdfs.roundUnit = minute
также не указывается IP-адрес кластера hadoop