Class ThresholdBasedAutoScalingPolicyDetails
Details for a threshold-based autoscaling policy to enable on the model deployment. In a threshold-based autoscaling policy, an autoscaling action is triggered when a performance metric meets or exceeds a threshold.
Inherited Members
Namespace: Oci.DatascienceService.Models
Assembly: OCI.DotNetSDK.Datascience.dll
Syntax
public class ThresholdBasedAutoScalingPolicyDetails : AutoScalingPolicyDetails
Properties
InitialInstanceCount
Declaration
[Required(ErrorMessage = "InitialInstanceCount is required.")]
[JsonProperty(PropertyName = "initialInstanceCount")]
public int? InitialInstanceCount { get; set; }
Property Value
Type | Description |
---|---|
int? | For a threshold-based autoscaling policy, this value is the initial number of instances to launch in the model deployment immediately after autoscaling is enabled. Note that anytime this value is updated, the number of instances will be reset to this value. After autoscaling retrieves performance metrics, the number of instances is automatically adjusted from this initial number to a number that is based on the limits that you set. |
Remarks
Required
MaximumInstanceCount
Declaration
[Required(ErrorMessage = "MaximumInstanceCount is required.")]
[JsonProperty(PropertyName = "maximumInstanceCount")]
public int? MaximumInstanceCount { get; set; }
Property Value
Type | Description |
---|---|
int? | For a threshold-based autoscaling policy, this value is the maximum number of instances the model deployment is allowed to increase to (scale out). |
Remarks
Required
MinimumInstanceCount
Declaration
[Required(ErrorMessage = "MinimumInstanceCount is required.")]
[JsonProperty(PropertyName = "minimumInstanceCount")]
public int? MinimumInstanceCount { get; set; }
Property Value
Type | Description |
---|---|
int? | For a threshold-based autoscaling policy, this value is the minimum number of instances the model deployment is allowed to decrease to (scale in). |
Remarks
Required
Rules
Declaration
[Required(ErrorMessage = "Rules is required.")]
[JsonProperty(PropertyName = "rules")]
public List<MetricExpressionRule> Rules { get; set; }
Property Value
Type | Description |
---|---|
List<MetricExpressionRule> | The list of autoscaling policy rules. |
Remarks
Required