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()
Methods
public AutoscalingMetricSpec.Builder addRepeatedField(Descriptors.FieldDescriptor field, Object value)
Overrides
public AutoscalingMetricSpec build()
public AutoscalingMetricSpec buildPartial()
public AutoscalingMetricSpec.Builder clear()
Overrides
public AutoscalingMetricSpec.Builder clearField(Descriptors.FieldDescriptor field)
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)
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()
Overrides
public AutoscalingMetricSpec getDefaultInstanceForType()
public Descriptors.Descriptor getDescriptorForType()
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];
| Returns |
|---|
| 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];
| Returns |
|---|
| 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;
| Returns |
|---|
| Type | Description |
int | The target.
|
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public AutoscalingMetricSpec.Builder mergeFrom(AutoscalingMetricSpec other)
public AutoscalingMetricSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Overrides
public AutoscalingMetricSpec.Builder mergeFrom(Message other)
| Parameter |
|---|
| Name | Description |
other | Message
|
Overrides
public final AutoscalingMetricSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Overrides
public AutoscalingMetricSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
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];
| Parameter |
|---|
| Name | Description |
value | String
The metricName to set.
|
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];
| Parameter |
|---|
| Name | Description |
value | ByteString
The bytes for metricName to set.
|
public AutoscalingMetricSpec.Builder setRepeatedField(Descriptors.FieldDescriptor field, int index, Object value)
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;
| Parameter |
|---|
| Name | Description |
value | int
The target to set.
|
public final AutoscalingMetricSpec.Builder setUnknownFields(UnknownFieldSet unknownFields)
Overrides
