Package software.amazon.awssdk.services.sagemaker.model

Class InferenceComponentRollingUpdatePolicy

java.lang.Object

software.amazon.awssdk.services.sagemaker.model.InferenceComponentRollingUpdatePolicy

All Implemented Interfaces:

Serializable, SdkPojo, ToCopyableBuilder<InferenceComponentRollingUpdatePolicy.Builder,InferenceComponentRollingUpdatePolicy>

@Generated("software.amazon.awssdk:codegen")
public final class InferenceComponentRollingUpdatePolicy
extends Object
implements SdkPojo, Serializable, ToCopyableBuilder<InferenceComponentRollingUpdatePolicy.Builder,InferenceComponentRollingUpdatePolicy>

Specifies a rolling deployment strategy for updating a SageMaker AI inference component.

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static interface	InferenceComponentRollingUpdatePolicy.Builder

Method Summary

Modifier and Type	Method	Description
static InferenceComponentRollingUpdatePolicy.Builder	builder()
boolean	equals(Object obj)
boolean	equalsBySdkFields(Object obj)
<T> Optional<T>	getValueForField(String fieldName, Class<T> clazz)
int	hashCode()
InferenceComponentCapacitySize	maximumBatchSize()	The batch size for each rolling step in the deployment process.
Integer	maximumExecutionTimeoutInSeconds()	The time limit for the total deployment.
InferenceComponentCapacitySize	rollbackMaximumBatchSize()	The batch size for a rollback to the old endpoint fleet.
Map<String,SdkField<?>>	sdkFieldNameToField()
List<SdkField<?>>	sdkFields()
static Class<? extends InferenceComponentRollingUpdatePolicy.Builder>	serializableBuilderClass()
InferenceComponentRollingUpdatePolicy.Builder	toBuilder()
String	toString()	Returns a string representation of this object.
Integer	waitIntervalInSeconds()	The length of the baking period, during which SageMaker AI monitors alarms for each batch on the new fleet.

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface software.amazon.awssdk.utils.builder.ToCopyableBuilder

copy

Method Detail

maximumBatchSize

public final InferenceComponentCapacitySize maximumBatchSize()

The batch size for each rolling step in the deployment process. For each step, SageMaker AI provisions capacity on the new endpoint fleet, routes traffic to that fleet, and terminates capacity on the old endpoint fleet. The value must be between 5% to 50% of the copy count of the inference component.

Returns:

The batch size for each rolling step in the deployment process. For each step, SageMaker AI provisions capacity on the new endpoint fleet, routes traffic to that fleet, and terminates capacity on the old endpoint fleet. The value must be between 5% to 50% of the copy count of the inference component.

waitIntervalInSeconds

public final Integer waitIntervalInSeconds()

The length of the baking period, during which SageMaker AI monitors alarms for each batch on the new fleet.

Returns:

The length of the baking period, during which SageMaker AI monitors alarms for each batch on the new fleet.

maximumExecutionTimeoutInSeconds

public final Integer maximumExecutionTimeoutInSeconds()

The time limit for the total deployment. Exceeding this limit causes a timeout.

Returns:

The time limit for the total deployment. Exceeding this limit causes a timeout.

rollbackMaximumBatchSize

public final InferenceComponentCapacitySize rollbackMaximumBatchSize()

The batch size for a rollback to the old endpoint fleet. If this field is absent, the value is set to the default, which is 100% of the total capacity. When the default is used, SageMaker AI provisions the entire capacity of the old fleet at once during rollback.

Returns:

The batch size for a rollback to the old endpoint fleet. If this field is absent, the value is set to the default, which is 100% of the total capacity. When the default is used, SageMaker AI provisions the entire capacity of the old fleet at once during rollback.

toBuilder

public InferenceComponentRollingUpdatePolicy.Builder toBuilder()

Specified by:

toBuilder in interface ToCopyableBuilder<InferenceComponentRollingUpdatePolicy.Builder,InferenceComponentRollingUpdatePolicy>

builder

public static InferenceComponentRollingUpdatePolicy.Builder builder()

serializableBuilderClass

public static Class<? extends InferenceComponentRollingUpdatePolicy.Builder> serializableBuilderClass()

hashCode

public final int hashCode()

Overrides:

hashCode in class Object

equals

public final boolean equals(Object obj)

Overrides:

equals in class Object

equalsBySdkFields

public final boolean equalsBySdkFields(Object obj)

Specified by:

equalsBySdkFields in interface SdkPojo

toString

public final String toString()

Returns a string representation of this object. This is useful for testing and debugging. Sensitive data will be redacted from this string using a placeholder value.

Overrides:

toString in class Object

getValueForField

public final <T> Optional<T> getValueForField(String fieldName,
                                              Class<T> clazz)

sdkFields

public final List<SdkField<?>> sdkFields()

Specified by:

sdkFields in interface SdkPojo

sdkFieldNameToField

public final Map<String,SdkField<?>> sdkFieldNameToField()

Specified by:

sdkFieldNameToField in interface SdkPojo