distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Running gridsearchcv on dask cluster gives error "Truth of Delayed objects is not supported"
- Opportunistic Caching
- Capturing and logging stdout/stderr on workers
- Include NumPy BLAS/LAPACK info in client.get_versions()
- Task timeouts and retries
- Dynamically adjusting priority via Futures
- Add Semaphore, Condition, Event
- Too many file descriptors issue from own code instantiating too many Clients.
- [RFC] Worker groups and environments
- Better GPGPU integration
- Docs
- Python not yet supported