本地提交任务到Spark集群报错：Initial job has not accepted any resources

错误信息如下：

18/04/17 18:18:14 INFO TaskSchedulerImpl: Adding task set 0.0 with 2 tasks

18/04/17 18:18:29 WARN TaskSchedulerImpl: Initial job has not accepted any resources; check your cluster UI to ensure that workers are registered and have sufficient resources

将该python文件放到集群机器上提交到spark就没有问题。后来尝试在本机执行Spark自带的example，问题依旧存在。

虽然是WARN，但是任务并未成功执行，在Spark的webui里也一直是运行状态。我在本机和集群上执行的命令分别如下：

bin\spark-submit --master spark://192.168.3.207:7077 examples\src\main\python\pi.py

./spark-submit --master spark://192.168.3.207:7077 ../examples/src/main/python/pi.py执行的都是spark自带的例子。

从网上找的解决办法大概有2个，都不好使，先在此记录一下：

1)加大执行内存：

bin\spark-submit --driver-memory 2000M --executor-memory 2000M --master spark://192.168.3.207:7077 examples\src\main\python\pi.py

2)修改防火墙或放开对spark的限制，或者暂时先关闭。

继续查看master和slave各自的log，也没有错误，后来到master的webui界面：http://192.168.3.207:8080/，点击刚才的任务进去：

点击某个workder的stderr，内容如下：18/04/17 18:55:54 INFO CoarseGrainedExecutorBackend: Started daemon with process name: 23412@he-200

18/04/17 18:55:54 INFO SignalUtils: Registered signal handler for TERM

18/04/17 18:55:54 INFO SignalUtils: Registered signal handler for HUP

18/04/17 18:55:54 INFO SignalUtils: Registered signal handler for INT

18/04/17 18:55:55 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable

18/04/17 18:55:55 INFO SecurityManager: Changing view acls to: he,shaowei.liu

18/04/17 18:55:55 INFO SecurityManager: Changing modify acls to: he,shaowei.liu

18/04/17 18:55:55 INFO SecurityManager: Changing view acls groups to:

18/04/17 18:55:55 INFO SecurityManager: Changing modify acls groups to:

18/04/17 18:55:55 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users  with view permissions: Set(he, shaowei.liu); groups with view permissions: Set(); users  with modify permissions: Set(he, shaowei.liu); groups with modify permissions: Set()

Exception in thread "main" java.lang.reflect.UndeclaredThrowableException

at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1713)

at org.apache.spark.deploy.SparkHadoopUtil.runAsSparkUser(SparkHadoopUtil.scala:66)

at org.apache.spark.executor.CoarseGrainedExecutorBackend$.run(CoarseGrainedExecutorBackend.scala:188)

at org.apache.spark.executor.CoarseGrainedExecutorBackend$.main(CoarseGrainedExecutorBackend.scala:284)

at org.apache.spark.executor.CoarseGrainedExecutorBackend.main(CoarseGrainedExecutorBackend.scala)

Caused by: org.apache.spark.rpc.RpcTimeoutException: Cannot receive any reply from 192.168.56.1:51378 in 120 seconds. This timeout is controlled by spark.rpc.askTimeout

at org.apache.spark.rpc.RpcTimeout.org$apache$spark$rpc$RpcTimeout$$createRpcTimeoutException(RpcTimeout.scala:47)

at org.apache.spark.rpc.RpcTimeout$$anonfun$addMessageIfTimeout$1.applyOrElse(RpcTimeout.scala:62)

at org.apache.spark.rpc.RpcTimeout$$anonfun$addMessageIfTimeout$1.applyOrElse(RpcTimeout.scala:58)

...

Caused by: java.util.concurrent.TimeoutException: Cannot receive any reply from 192.168.56.1:51378 in 120 seconds

... 8 more

18/04/17 18:57:55 ERROR RpcOutboxMessage: Ask timeout before connecting successfully

发现日志报连接192.168.56.1:51378超时。问题是这个ip是哪里来的呢？查看下自己机器ip，命令行执行ipconfig，问题找到了：192.168.56.1是我本机Docker创建的VirtualBox虚拟网络IP。应该是本地在提交任务到集群时，没有正确获取到本机的ip地址，导致集群节点接受任务一直超时。解决办法很简单：把该网络禁用。

再试一次，很快就执行完毕了。

bin\spark-submit --master spark://192.168.3.207:7077 examples\src\main\python\pi.py

再看下webui里的日志，发现集群节点要连接我本机，然后将我的任务pi.py，传到节点临时目录/tmp/spark-xxx/，并拷贝到$SPARM_HOME/work/下才真正执行。以后有时间再学习下具体流程。顺便把日志贴出来：

18/04/17 19:13:11 INFO TransportClientFactory: Successfully created connection to /192.168.0.138:51843 after 3 ms (0 ms spent in bootstraps)

18/04/17 19:13:11 INFO DiskBlockManager: Created local directory at /tmp/spark-67d75b11-65e7-4bc7-89b5-c07fb159470f/executor-b8ce41a3-7c6e-49f6-95ef-7ed6cdef8e53/blockmgr-030eb78d-e46b-4feb-b7b7-108f9e61ec85

18/04/17 19:13:11 INFO MemoryStore: MemoryStore started with capacity 366.3 MB

18/04/17 19:13:12 INFO CoarseGrainedExecutorBackend: Connecting to driver: spark://CoarseGrainedScheduler@192.168.0.138:51843

18/04/17 19:13:12 INFO WorkerWatcher: Connecting to worker spark://Worker@192.168.3.102:34041

18/04/17 19:13:12 INFO TransportClientFactory: Successfully created connection to /192.168.3.102:34041 after 0 ms (0 ms spent in bootstraps)

18/04/17 19:13:12 INFO WorkerWatcher: Successfully connected to spark://Worker@192.168.3.102:34041

18/04/17 19:13:12 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(1, 192.168.3.102, 44683, None)

18/04/17 19:13:12 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(1, 192.168.3.102, 44683, None)

18/04/17 19:13:12 INFO BlockManager: Initialized BlockManager: BlockManagerId(1, 192.168.3.102, 44683, None)

18/04/17 19:13:14 INFO CoarseGrainedExecutorBackend: Got assigned task 0

18/04/17 19:13:14 INFO Executor: Running task 0.0 in stage 0.0 (TID 0)

18/04/17 19:13:14 INFO Executor: Fetching spark://192.168.0.138:51843/files/pi.py with timestamp 1523963609005

18/04/17 19:13:14 INFO TransportClientFactory: Successfully created connection to /192.168.0.138:51843 after 1 ms (0 ms spent in bootstraps)

18/04/17 19:13:14 INFO Utils: Fetching spark://192.168.0.138:51843/files/pi.py to /tmp/spark-67d75b11-65e7-4bc7-89b5-c07fb159470f/executor-b8ce41a3-7c6e-49f6-95ef-7ed6cdef8e53/spark-98745f3b-2f70-47b2-8c56-c5b9f6eac496/fetchFileTemp2255624304256249008.tmp

18/04/17 19:13:14 INFO Utils: Copying /tmp/spark-67d75b11-65e7-4bc7-89b5-c07fb159470f/executor-b8ce41a3-7c6e-49f6-95ef-7ed6cdef8e53/spark-98745f3b-2f70-47b2-8c56-c5b9f6eac496/-11088979641523963609005_cache to /home/ubutnu/spark_2_2_1/work/app-20180417191311-0005/1/./pi.py

……

18/04/17 19:13:14 INFO TransportClientFactory: Successfully created connection to /192.168.0.138:51866 after 5 ms (0 ms spent in bootstraps)

18/04/17 19:13:14 INFO Executor: Finished task 0.0 in stage 0.0 (TID 0). 1803 bytes result sent to driver

……

18/04/17 19:13:16 INFO CoarseGrainedExecutorBackend: Driver commanded a shutdown

18/04/17 19:13:16 INFO MemoryStore: MemoryStore cleared

18/04/17 19:13:16 INFO ShutdownHookManager: Shutdown hook called

18/04/17 19:13:16 INFO ShutdownHookManager: Deleting directory /tmp/spark-67d75b11-65e7-4bc7-89b5-c07fb159470f/executor-b8ce41a3-7c6e-49f6-95ef-7ed6cdef8e53/spark-98745f3b-2f70-47b2-8c56-c5b9f6eac496