distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Scheduler deadlocked after stealing failed in `move_task_confirm`
- Failed tasks persist in the Client even if the `Future` object falls out of scope, preventing Future deallocation/task cleanup from the cluster
- Shut down scheduler on unrecoverable exceptions
- `test_task_group_and_prefix_statistics` is very flaky on `mindeps-pandas` CI
- Failure in a task submitted by another task can leave an "erred" task permanently on the cluster
- `test_upload_file_egg` started failing on `mindeps` CI
- P2P Shuffle blows up the task graph with increasing number of partitions
- TimeoutError in distributed.nanny causing gRPC server crash after prolonged analysis
- Provide means to monitor which task / worker is holding the lock or semaphores
- Random access array take using P2P
- Docs
- Python not yet supported