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AutoScaleSettings Class

  • Reference

Auto-scale settings for the cluster. The system automatically scales the cluster up and down (within minimumNodeCount and maximumNodeCount) based on the number of queued and running jobs assigned to the cluster.

All required parameters must be populated in order to send to Azure.

Inheritance
Model
AutoScaleSettings

Constructor

AutoScaleSettings(*, minimum_node_count: int, maximum_node_count: int, initial_node_count: Optional[int] = 0, **kwargs)

Parameters

minimum_node_count
int
Required

Required. The minimum number of compute nodes the Batch AI service will try to allocate for the cluster. Note, the actual number of nodes can be less than the specified value if the subscription has not enough quota to fulfill the request.

maximum_node_count
int
Required

Required. The maximum number of compute nodes the cluster can have.

initial_node_count
int
Required

The number of compute nodes to allocate on cluster creation. Note that this value is used only during cluster creation. Default: 0.