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.

Inheritance

object

AutoScalingPolicyDetails

ThresholdBasedAutoScalingPolicyDetails

Inherited Members

object.Equals(object)

object.Equals(object, object)

object.GetHashCode()

object.GetType()

object.MemberwiseClone()

object.ReferenceEquals(object, object)

object.ToString()

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.

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