[data] Allow configuring DefaultClusterAutoscalerV2 thresholds via en…#60133
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bveeramani merged 3 commits intoray-project:masterfrom Jan 19, 2026
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This pull request introduces a valuable improvement by making several key autoscaling thresholds configurable via environment variables in DefaultClusterAutoscalerV2. This enhances the flexibility and deployability of the autoscaler by allowing dynamic adjustment of its behavior without code changes. The overall approach of using env_float and env_integer functions for configuration is sound. However, a critical issue was identified regarding the availability of the env_float function.
python/ray/data/_internal/cluster_autoscaler/default_cluster_autoscaler_v2.py
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python/ray/data/_internal/cluster_autoscaler/default_cluster_autoscaler_v2.py
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Good to merge after CI passes and import is fixed |
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Hey @rushikeshadhav , any update on this? |
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…v vars Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com>
Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com>
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I have made the required changes, can you please check? |
400Ping
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Jan 19, 2026
ray-project#60133) ## Description > Make DefaultClusterAutoscalerV2 knobs configurable via environment variables ## Related issues > Closes ray-project#60004 --------- Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com> Co-authored-by: Balaji Veeramani <balaji@anyscale.com> Signed-off-by: 400Ping <jiekai.chang326@gmail.com>
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Jan 29, 2026
ray-project#60133) ## Description > Make DefaultClusterAutoscalerV2 knobs configurable via environment variables ## Related issues > Closes ray-project#60004 --------- Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com> Co-authored-by: Balaji Veeramani <balaji@anyscale.com> Signed-off-by: jinbum-kim <jinbum9958@gmail.com>
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Jan 29, 2026
ray-project#60133) ## Description > Make DefaultClusterAutoscalerV2 knobs configurable via environment variables ## Related issues > Closes ray-project#60004 --------- Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com> Co-authored-by: Balaji Veeramani <balaji@anyscale.com>
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ray-project#60133) ## Description > Make DefaultClusterAutoscalerV2 knobs configurable via environment variables ## Related issues > Closes ray-project#60004 --------- Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com> Co-authored-by: Balaji Veeramani <balaji@anyscale.com>
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Feb 5, 2026
ray-project#60133) ## Description > Make DefaultClusterAutoscalerV2 knobs configurable via environment variables ## Related issues > Closes ray-project#60004 --------- Signed-off-by: Rushikesh Adhav <adhavrushikesh6@gmail.com> Co-authored-by: Balaji Veeramani <balaji@anyscale.com>
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