Community Supported Cluster Managers#
Note
If you’re using AWS, Azure, GCP or vSphere you can use theRay cluster launcher to simplify the cluster setup process.
The following is a list of community supported cluster managers.
Using a custom cloud or cluster manager#
The Ray cluster launcher currently supports AWS, Azure, GCP, Aliyun, vSphere and KubeRay out of the box. To use the Ray cluster launcher and Autoscaler on other cloud providers or cluster managers, you can implement thenode_provider.py interface (100 LOC).Once the node provider is implemented, you can register it in theprovider section of the cluster launcher config.
provider:type:"external"module:"my.module.MyCustomNodeProvider"
- You can refer toAWSNodeProvider,KubeRayNodeProvider and
LocalNodeProvider for more examples.
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