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Posted to reviews@spark.apache.org by GitBox <gi...@apache.org> on 2019/04/02 15:39:42 UTC
[GitHub] [spark] samvantran opened a new pull request #24276:
[SPARK-27347][MESOS] Fix supervised driver retry logic for outdated tasks
samvantran opened a new pull request #24276: [SPARK-27347][MESOS] Fix supervised driver retry logic for outdated tasks
URL: https://github.com/apache/spark/pull/24276
## What changes were proposed in this pull request?
This patch fixes a bug where `--supervised` Spark jobs would retry multiple times whenever an agent would crash, come back, and re-register even when those jobs had already relaunched on a different agent.
That is:
```
- supervised driver is running on agent1
- agent1 crashes
- driver is relaunched on another agent as `<task-id>-retry-1`
- agent1 comes back online and re-registers with scheduler
- spark relaunches the same job as `<task-id>-retry-2`
- now there are two jobs running simultaneously
```
This is because when an agent would come back and re-register it would send a status update `TASK_FAILED` for its old driver-task. Previous logic would indiscriminately remove the `submissionId` from Zookeeper's `launchedDrivers` node and add it to `retryList` node. Then, when a new offer came in, it would relaunch another `-retry-` task even though one was previously running.
For example logs, scroll to bottom
## How was this patch tested?
- Added a unit test to simulate behavior described above
- Tested manually on a DC/OS cluster by
```
- launching a --supervised spark job
- dcos node ssh <to the agent with the running spark-driver>
- systemctl stop dcos-mesos-slave
- docker kill <driver-container-id>
- [ wait until spark job is relaunched ]
- systemctl start dcos-mesos-slave
- [ observe spark driver is not relaunched as `-retry-2` ]
```
Log snippets included below. Notice the `-retry-1` task is running when status update for the old task comes in afterward:
```
19/01/15 19:21:38 TRACE MesosClusterScheduler: Received offers from Mesos:
... [offers] ...
19/01/15 19:21:39 TRACE MesosClusterScheduler: Using offer 5d421001-0630-4214-9ecb-d5838a2ec149-O2532 to launch driver driver-20190115192138-0001 with taskId: value: "driver-20190115192138-0001"
...
19/01/15 19:21:42 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001 state=TASK_STARTING message=''
19/01/15 19:21:43 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001 state=TASK_RUNNING message=''
...
19/01/15 19:29:12 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001 state=TASK_LOST message='health check timed out' reason=REASON_SLAVE_REMOVED
...
19/01/15 19:31:12 TRACE MesosClusterScheduler: Using offer 5d421001-0630-4214-9ecb-d5838a2ec149-O2681 to launch driver driver-20190115192138-0001 with taskId: value: "driver-20190115192138-0001-retry-1"
...
19/01/15 19:31:15 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001-retry-1 state=TASK_STARTING message=''
19/01/15 19:31:16 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001-retry-1 state=TASK_RUNNING message=''
...
19/01/15 19:33:45 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001 state=TASK_FAILED message='Unreachable agent re-reregistered'
...
19/01/15 19:33:45 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001 state=TASK_FAILED message='Abnormal executor termination: unknown container' reason=REASON_EXECUTOR_TERMINATED
19/01/15 19:33:45 ERROR MesosClusterScheduler: Unable to find driver with driver-20190115192138-0001 in status update
...
19/01/15 19:33:47 TRACE MesosClusterScheduler: Using offer 5d421001-0630-4214-9ecb-d5838a2ec149-O2729 to launch driver driver-20190115192138-0001 with taskId: value: "driver-20190115192138-0001-retry-2"
...
19/01/15 19:33:50 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001-retry-2 state=TASK_STARTING message=''
19/01/15 19:33:51 INFO MesosClusterScheduler: Received status update: taskId=driver-20190115192138-0001-retry-2 state=TASK_RUNNING message=''
```
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