Spark工作者不會綁定到master

Question

啟動我的火花工人，我收到一個錯誤，這可能與從機聯系主機的可能性有關。 但我不確定。

6/02/12 23:47:13 INFO Utils: Successfully started service 'sparkWorker' on port 38019.
16/02/12 23:47:13 INFO Worker: Starting Spark worker 192.168.0.38:38019 with 8 cores, 26.5 GB RAM
16/02/12 23:47:13 INFO Worker: Running Spark version 1.6.0
16/02/12 23:47:13 INFO Worker: Spark home: /home/romain/spark-1.6.0-bin-hadoop2.6
16/02/12 23:47:13 INFO Utils: Successfully started service 'WorkerUI' on port 8081.
16/02/12 23:47:13 INFO WorkerWebUI: Started WorkerWebUI at http://192.168.0.38:8081
16/02/12 23:47:13 INFO Worker: Connecting to master 192.168.0.39:7078...
16/02/12 23:47:13 WARN Worker: Failed to connect to master 192.168.0.39:7078
java.io.IOException: Failed to connect to /192.168.0.39:7078
    at org.apache.spark.network.client.TransportClientFactory.createClient(TransportClientFactory.java:216)
    at org.apache.spark.network.client.TransportClientFactory.createClient(TransportClientFactory.java:167)
    at org.apache.spark.rpc.netty.NettyRpcEnv.createClient(NettyRpcEnv.scala:200)
    at org.apache.spark.rpc.netty.Outbox$$anon$1.call(Outbox.scala:187)
    at org.apache.spark.rpc.netty.Outbox$$anon$1.call(Outbox.scala:183)
    at java.util.concurrent.FutureTask.run(FutureTask.java:262)
    at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
    at java.lang.Thread.run(Thread.java:745)
Caused by: java.net.ConnectException: Connection refused: /192.168.0.39:7078
    at sun.nio.ch.SocketChannelImpl.checkConnect(Native Method)
    at sun.nio.ch.SocketChannelImpl.finishConnect(SocketChannelImpl.java:744)
    at io.netty.channel.socket.nio.NioSocketChannel.doFinishConnect(NioSocketChannel.java:224)
    at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.finishConnect(AbstractNioChannel.java:289)
    at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:528)
    at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:468)
    at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:382)
    at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:354)
    at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
    ... 1 more

在主人身上，我看到它正在運行：

16/02/12 23:30:30 WARN Utils: Your hostname, pl resolves to a loopback address: 127.0.1.1; using 192.168.0.39 instead (on interface eth0)
16/02/12 23:30:30 WARN Utils: Set SPARK_LOCAL_IP if you need to bind to another address
16/02/12 23:30:31 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
16/02/12 23:30:31 INFO SecurityManager: Changing view acls to: romain
16/02/12 23:30:31 INFO SecurityManager: Changing modify acls to: romain
16/02/12 23:30:31 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(romain); users with modify permissions: Set(romain)
16/02/12 23:30:31 WARN Utils: Service 'sparkMaster' could not bind on port 7077. Attempting port 7078.
16/02/12 23:30:31 INFO Utils: Successfully started service 'sparkMaster' on port 7078.
16/02/12 23:30:31 INFO Master: Starting Spark master at spark://pl:7078
16/02/12 23:30:31 INFO Master: Running Spark version 1.6.0
16/02/12 23:30:32 INFO Utils: Successfully started service 'MasterUI' on port 3094.
16/02/12 23:30:32 INFO MasterWebUI: Started MasterWebUI at http://192.168.0.39:3094
16/02/12 23:30:32 WARN Utils: Service could not bind on port 6066. Attempting port 6067.
16/02/12 23:30:32 INFO Utils: Successfully started service on port 6067.
16/02/12 23:30:32 INFO StandaloneRestServer: Started REST server for submitting applications on port 6067
16/02/12 23:30:32 INFO Master: I have been elected leader! New state: ALIVE

瀏覽博客和頁面似乎有可能我們需要一個安全的網絡（我確實安裝了無密碼的ssh密鑰 - 但對於“romain”用戶：在哪個用戶是火花啟動？我猜的命令行用戶）。

我應該檢查一下網絡上的內容嗎？ 從這個頁面： Spark工作者無法連接到Master我試過：

telnet 192.168.0.39
Trying 192.168.0.39...
telnet: Unable to connect to remote host: Connection refused

但ping有效：

romain@wk:~/spark-1.6.0-bin-hadoop2.6$ ping 192.168.0.39
PING 192.168.0.39 (192.168.0.39) 56(84) bytes of data.
64 bytes from 192.168.0.39: icmp_seq=1 ttl=64 time=0.233 ms
64 bytes from 192.168.0.39: icmp_seq=2 ttl=64 time=0.185 ms
^C
--- 192.168.0.39 ping statistics ---
2 packets transmitted, 2 received, 0% packet loss, time 1000ms
rtt min/avg/max/mdev = 0.185/0.209/0.233/0.024 ms

我確實有無密碼的ssh連接：

$ ssh 192.168.0.39
Welcome to Ubuntu 14.04.3 LTS (GNU/Linux 3.19.0-49-generic x86_64)
$

應該怎樣做才能實現連接？

Answer 1

通過設置SPARK_LOCAL_IP = 127.0.0.1變量，我能夠讓我的火花工作者工作。

1. 你可以在〜/ .bashrc中將它定義為本地bash ENV變量
2. 你可以將$ SPARK_HOME / conf / spark-env.sh.template復制為'conf / spark-env.sh'並在那里定義它。

在群集環境中，您最好將其作為本地IP地址。 因此，您將能夠看到工作節點UI。