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
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Overrides
public AutoscalingMetricSpec build()
Returns
public AutoscalingMetricSpec buildPartial()
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public AutoscalingMetricSpec.Builder clear()
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public AutoscalingMetricSpec.Builder clearField(Descriptors.FieldDescriptor field)
Parameter
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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()
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public AutoscalingMetricSpec getDefaultInstanceForType()
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public Descriptors.Descriptor getDescriptorForType()
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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()
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public final boolean isInitialized()
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Overrides
public AutoscalingMetricSpec.Builder mergeFrom(AutoscalingMetricSpec other)
Parameter
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public AutoscalingMetricSpec.Builder mergeFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
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Overrides
Exceptions
public AutoscalingMetricSpec.Builder mergeFrom(Message other)
Parameter
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Overrides
public final AutoscalingMetricSpec.Builder mergeUnknownFields(UnknownFieldSet unknownFields)
Parameter
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Overrides
public AutoscalingMetricSpec.Builder setField(Descriptors.FieldDescriptor field, Object value)
Parameters
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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
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Overrides
