2.22.0
Ray-2.22.0
Added 2
- Add function to dynamically generate ray_remote_args for Map APIs
- Allow manually setting resource limits for training jobs
Changed 5
- Introduce abstract interface for data autoscaling
- Add debugging info for SplitCoordinator
- Update RayTrainReportCallback to only save checkpoints on rank 0 for XGBoost and LightGBM
- Improve log viewer so line numbers do not get selected when copying text
- Improve log viewer to avoid unnecessary re-rendering which causes text selection to clear
Fixed 4
- Don't show AllToAllOperator progress bar if the disable flag is set
- Don't load Arrow PyExtensionType by default
- Don't raise batch size error if num_gpus=0
- Fix the cpu percentage metrics for dashboard process
Ray Libraries
Ray Data
🎉 New Features:
- Add function to dynamically generate
ray_remote_argsfor Map APIs (#45143) - Allow manually setting resource limits for training jobs (#45188)
💫 Enhancements:
- Introduce abstract interface for data autoscaling (#45002)
- Add debugging info for
SplitCoordinator(#45226)
🔨 Fixes:
- Don’t show
AllToAllOperatorprogress bar if the disable flag is set (#45136) - Don't load Arrow
PyExtensionTypeby default (#45084) - Don't raise batch size error if
num_gpus=0(#45202)
Ray Train
💫 Enhancements:
- [XGBoost][LightGBM] Update RayTrainReportCallback to only save checkpoints on rank 0 (#45083)
Ray Core
🔨 Fixes:
- Fix the cpu percentage metrics for dashboard process (#45124)
Dashboard
💫 Enhancements:
- Improvements to log viewer so line numbers do not get selected when copying text.
- Improvements to the log viewer to avoid unnecessary re-rendering which causes text selection to clear.
Many thanks to all those who contributed to this release: @justinvyu, @simonsays1980, @chris-ray-zhang, @kevin85421, @angelinalg, @rynewang, @brycehuang30, @alanwguo, @jjyao, @shaikhismail, @khluu, @can-anyscale, @bveeramani, @jrosti, @WeichenXu123, @MortalHappiness, @raulchen, @scottjlee, @ruisearch42, @aslonnie, @alexeykudinkin