public static final class AutoscalingMetricSpec.Builder extends GeneratedMessageV3.Builder<AutoscalingMetricSpec.Builder> implements AutoscalingMetricSpecOrBuilder
The metric specification that defines the target resource utilization
(CPU utilization, accelerator's duty cycle, and so on) for calculating the
desired replica count.
Protobuf type google.cloud.aiplatform.v1beta1.AutoscalingMetricSpec
Inherited Members
com.google.protobuf.GeneratedMessageV3.Builder.getUnknownFieldSetBuilder()
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownLengthDelimitedField(int,com.google.protobuf.ByteString)
com.google.protobuf.GeneratedMessageV3.Builder.mergeUnknownVarintField(int,int)
com.google.protobuf.GeneratedMessageV3.Builder.parseUnknownField(com.google.protobuf.CodedInputStream,com.google.protobuf.ExtensionRegistryLite,int)
com.google.protobuf.GeneratedMessageV3.Builder.setUnknownFieldSetBuilder(com.google.protobuf.UnknownFieldSet.Builder)
Static Methods
public static final Descriptors.Descriptor getDescriptor()
Returns
Methods
public AutoscalingMetricSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Parameters
Returns
Overrides
public AutoscalingMetricSpec build()
Returns
public AutoscalingMetricSpec buildPartial()
Returns
public AutoscalingMetricSpec.Builder clear()
Returns
Overrides
public AutoscalingMetricSpec.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
Returns
Overrides
public AutoscalingMetricSpec.Builder clearMetricName()
Required. The resource metric name.
Supported metrics:
- For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycleaiplatform.googleapis.com/prediction/online/cpu/utilization
string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];
public AutoscalingMetricSpec.Builder clearOneof(Descriptors.OneofDescriptor oneof)
Parameter
Returns
Overrides
public AutoscalingMetricSpec.Builder clearTarget()
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.
int32 target = 2;
public AutoscalingMetricSpec.Builder clone()
Returns
Overrides
public AutoscalingMetricSpec getDefaultInstanceForType()
Returns
public Descriptors.Descriptor getDescriptorForType()
Returns
Overrides
public String getMetricName()
Required. The resource metric name.
Supported metrics:
- For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycleaiplatform.googleapis.com/prediction/online/cpu/utilization
string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| String | The metricName.
|
public ByteString getMetricNameBytes()
Required. The resource metric name.
Supported metrics:
- For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycleaiplatform.googleapis.com/prediction/online/cpu/utilization
string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];
| Type | Description |
| ByteString | The bytes for metricName.
|
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.
int32 target = 2;
| Type | Description |
| int | The target.
|
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
Overrides
public final boolean isInitialized()
Returns
Overrides
public AutoscalingMetricSpec.Builder mergeFrom(AutoscalingMetricSpec other)
Parameter
Returns
public AutoscalingMetricSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
Returns
Overrides
Exceptions
public AutoscalingMetricSpec.Builder mergeFrom(Message other)
Parameter
Returns
Overrides
public final AutoscalingMetricSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
Returns
Overrides
public AutoscalingMetricSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
Returns
Overrides
public AutoscalingMetricSpec.Builder setMetricName(String value)
Required. The resource metric name.
Supported metrics:
- For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycleaiplatform.googleapis.com/prediction/online/cpu/utilization
string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | String
The metricName to set.
|
Returns
public AutoscalingMetricSpec.Builder setMetricNameBytes(ByteString value)
Required. The resource metric name.
Supported metrics:
- For Online Prediction:
aiplatform.googleapis.com/prediction/online/accelerator/duty_cycleaiplatform.googleapis.com/prediction/online/cpu/utilization
string metric_name = 1 [(.google.api.field_behavior) = REQUIRED];
| Name | Description |
| value | ByteString
The bytes for metricName to set.
|
Returns
public AutoscalingMetricSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
Parameters
Returns
Overrides
public AutoscalingMetricSpec.Builder setTarget(int value)
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.
int32 target = 2;
| Name | Description |
| value | int
The target to set.
|
Returns
public final AutoscalingMetricSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)
Parameter
Returns
Overrides
