distributed
https://github.com/dask/distributed
Python
A distributed task scheduler for Dask
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- Issues
- Identify and warn about starting processes in module
- Monitor worker children processes
- Cannot maintain effective debug-level on distributed (parent) logger with local scheduler/cluster
- Old/simple/default logging config is opaque and hard to externally-configure
- Dask Persistent Task Graph Visualisation
- [Feature] Add worker capabilities/labels
- Cost per task grows with number of tasks
- Low-level profiler issue on OSX
- Alternate implementation to support workers that are referenced by host names rather than by ip addresses
- Add support for workers that are referenced by host names rather than by ip addresses
- Docs
- Python not yet supported