Details
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Bug
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Status: In Progress
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Minor
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Resolution: Unresolved
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3.2.0
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None
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None
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Running spark-thriftserver (3.2.0) on Kubernetes (GKE 1.20.15-gke.2500).
Description
Hello, we are running into some issue while attempting graceful decommissioning of executors. We enabled:
- spark.decommission.enabled
- spark.storage.decommission.rddBlocks.enabled
- spark.storage.decommission.shuffleBlocks.enabled
- spark.storage.decommission.enabled
and set spark.storage.decommission.fallbackStorage.path to a path in our bucket.
The logs from the driver seems to suggest the decommissioning process started but then unexpectedly exited and failed:
```
22/04/20 15:09:09 WARN KubernetesClusterSchedulerBackend$KubernetesDriverEndpoint: Received executor 3 decommissioned message
22/04/20 15:09:09 INFO KubernetesClusterSchedulerBackend: Decommission executors: 3
22/04/20 15:09:09 INFO BlockManagerMasterEndpoint: Mark BlockManagers (BlockManagerId(3, 100.96.1.130, 44789, None)) as being decommissioning.
22/04/20 15:09:10 ERROR TaskSchedulerImpl: Lost executor 3 on 100.96.1.130: Executor decommission.
22/04/20 15:09:10 INFO DAGScheduler: Executor lost: 3 (epoch 2)
22/04/20 15:09:10 INFO ExecutorMonitor: Executor 3 is removed. Remove reason statistics: (gracefully decommissioned: 0, decommision unfinished: 0, driver killed: 0, unexpectedly exited: 3).
22/04/20 15:09:10 INFO BlockManagerMasterEndpoint: Trying to remove executor 3 from BlockManagerMaster.
22/04/20 15:09:10 INFO BlockManagerMasterEndpoint: Removing block manager BlockManagerId(3, 100.96.1.130, 44789, None)
22/04/20 15:09:10 INFO BlockManagerMaster: Removed 3 successfully in removeExecutor
22/04/20 15:09:10 INFO DAGScheduler: Shuffle files lost for executor: 3 (epoch 2)
```
However, the executor logs seem to suggest that decommissioning was successful:
```
22/04/20 15:09:09 INFO CoarseGrainedExecutorBackend: Decommission executor 3.
22/04/20 15:09:09 INFO CoarseGrainedExecutorBackend: Will exit when finished decommissioning
22/04/20 15:09:09 INFO BlockManager: Starting block manager decommissioning process...
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Starting block migration
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Attempting to migrate all RDD blocks
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Attempting to migrate all shuffle blocks
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Start refreshing migratable shuffle blocks
22/04/20 15:09:10 INFO BlockManagerDecommissioner: 0 of 0 local shuffles are added. In total, 0 shuffles are remained.
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Attempting to migrate all cached RDD blocks
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Starting shuffle block migration thread for BlockManagerId(4, 100.96.1.131, 35607, None)
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Starting shuffle block migration thread for BlockManagerId(fallback, remote, 7337, None)
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Finished current round refreshing migratable shuffle blocks, waiting for 30000ms before the next round refreshing.
22/04/20 15:09:10 WARN BlockManagerDecommissioner: Asked to decommission RDD cache blocks, but no blocks to migrate
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Finished current round RDD blocks migration, waiting for 30000ms before the next round migration.
22/04/20 15:09:10 INFO CoarseGrainedExecutorBackend: Checking to see if we can shutdown.
22/04/20 15:09:10 INFO CoarseGrainedExecutorBackend: No running tasks, checking migrations
22/04/20 15:09:10 INFO CoarseGrainedExecutorBackend: No running tasks, all blocks migrated, stopping.
22/04/20 15:09:10 ERROR CoarseGrainedExecutorBackend: Executor self-exiting due to : Finished decommissioning
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Stop RDD blocks migration().
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Stop refreshing migratable shuffle blocks.
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Stopping migrating shuffle blocks.
22/04/20 15:09:10 INFO CoarseGrainedExecutorBackend: Driver commanded a shutdown
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Stopped block migration
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Stop shuffle block migration().
22/04/20 15:09:10 INFO BlockManagerDecommissioner: Stop shuffle block migration().
22/04/20 15:09:10 INFO MemoryStore: MemoryStore cleared
22/04/20 15:09:10 INFO BlockManager: BlockManager stopped
22/04/20 15:09:10 INFO ShutdownHookManager: Shutdown hook called
```
The decommissioning script `/opt/decom.sh` also always terminates with exit code 137, not really sure why that is.
