Google Cloud Ai Platform V1 Client - Class AutoscalingMetricSpec (1.12.0)

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Reference documentation and code samples for the Google Cloud Ai Platform V1 Client class AutoscalingMetricSpec.

The metric specification that defines the target resource utilization (CPU utilization, accelerator's duty cycle, and so on) for calculating the desired replica count.

Generated from protobuf message google.cloud.aiplatform.v1.AutoscalingMetricSpec

Namespace

Google \ Cloud \ AIPlatform \ V1

Methods

__construct

Constructor.

Parameters
Name	Description
data	array Optional. Data for populating the Message object.
↳ metric_name	string Required. The resource metric name. Supported metrics: * * For Online Prediction: * * aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle * * aiplatform.googleapis.com/prediction/online/cpu/utilization
↳ target	int The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided.

getMetricName

Required. The resource metric name.

Supported metrics:

• For Online Prediction:
• aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
• aiplatform.googleapis.com/prediction/online/cpu/utilization

Returns
Type	Description
string

setMetricName

Required. The resource metric name.

Supported metrics:

• For Online Prediction:
• aiplatform.googleapis.com/prediction/online/accelerator/duty_cycle
• aiplatform.googleapis.com/prediction/online/cpu/utilization

Parameter
Name	Description
var	string

Returns
Type	Description
$this

getTarget

The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided.

Returns
Type	Description
int

setTarget

The target resource utilization in percentage (1% - 100%) for the given metric; once the real usage deviates from the target by a certain percentage, the machine replicas change. The default value is 60 (representing 60%) if not provided.

Parameter
Name	Description
var	int

Returns
Type	Description
$this