distributed
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A distributed task scheduler for Dask
### Description When creating a `LocalCluster` with `n_workers` > 5, the cluster consistently only spawns exactly 5 workers, regardless of the requested number. This appears to be a hard limit...
Following closure of https://github.com/dask/distributed/issues/1389 after merge allowing work stealing for resources-restricted tasks, it seems doc has not been updated. https://distributed.dask.org/en/stable/work-stealing.html#restrictions still states: "If a task has been specifically restricted to...
Closes #9122 - [ ] Tests added / passed - [x] Passes `pre-commit run --all-files`
`ForwardLoggingPlugin` and `ForwardOutput` were missing from the "Built-In Worker Plugins" section. This PR adds them. - [ ] Tests added / passed - [x] Passes `pre-commit run --all-files`
- [x] Closes https://github.com/dask/dask-labextension/issues/82 - [ ] Tests added / passed - [x] Passes `black distributed` / `flake8 distributed` / `isort distributed` Add a new distributed cluster manager that provides...
I'm using a [`multiprocessing` Manager](https://docs.python.org/3/library/multiprocessing.html#managers) to enable communication between the main process and it's workers (for progress reporting). I also want to support `dask_jobqueue.SLURMCluster` as a method to distribute work....
This PR supersedes #9104 and implements missing support for grouped workers in `SpecCluster`. As described in #9104, support for grouped workers was originally implemented in #3013 and is still documented...
Closes #9106 - [ ] Tests added / passed - [x] Passes `pre-commit run --all-files` Adds a client side function to check if a plugin is registered on either the...
My use case for Dask is primarily for orchestrating the execution of long running functions. By long running, I mean minutes, and sometimes hours. Tasks can be submitted to a...
We have `register_plugin` and `unregister_*_plugin` I would like a function to check if a plugin is registered. I guess technically this is a bit race conditiony, but it would be...