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

Class RollingUpdatePolicy

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.RollingUpdatePolicy
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<RollingUpdatePolicy.Builder,RollingUpdatePolicy>
@Generated("software.amazon.awssdk:codegen") public final class RollingUpdatePolicy extends Object implements SdkPojo, Serializable, ToCopyableBuilder<RollingUpdatePolicy.Builder,RollingUpdatePolicy>

Specifies a rolling deployment strategy for updating a SageMaker endpoint.

See Also:

  • Method Details

    • maximumBatchSize

      public final CapacitySize maximumBatchSize()

      Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count.

      Returns:
      Batch size for each rolling step to provision capacity and turn on traffic on the new endpoint fleet, and terminate capacity on the old endpoint fleet. Value must be between 5% to 50% of the variant's total instance count.

    • waitIntervalInSeconds

      public final Integer waitIntervalInSeconds()

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

      Returns:
      The length of the baking period, during which SageMaker 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 CapacitySize rollbackMaximumBatchSize()

      Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback.

      Returns:
      Batch size for rollback to the old endpoint fleet. Each rolling step to provision capacity and turn on traffic on the old endpoint fleet, and terminate capacity on the new endpoint fleet. If this field is absent, the default value will be set to 100% of total capacity which means to bring up the whole capacity of the old fleet at once during rollback.

    • toBuilder

      public RollingUpdatePolicy.Builder toBuilder()
      Description copied from interface: ToCopyableBuilder
      Take this object and create a builder that contains all of the current property values of this object.
      Specified by:
      toBuilder in interface ToCopyableBuilder<RollingUpdatePolicy.Builder,RollingUpdatePolicy>
      Returns:
      a builder for type T

    • builder

      public static RollingUpdatePolicy.Builder builder()

    • serializableBuilderClass

      public static Class<? extends RollingUpdatePolicy.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)
      Description copied from interface: SdkPojo
      Indicates whether some other object is "equal to" this one by SDK fields. An SDK field is a modeled, non-inherited field in an SdkPojo class, and is generated based on a service model.

      If an SdkPojo class does not have any inherited fields, equalsBySdkFields and equals are essentially the same.

      Specified by:
      equalsBySdkFields in interface SdkPojo
      Parameters:
      obj - the object to be compared with
      Returns:
      true if the other object equals to this object by sdk fields, false otherwise.

    • 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
      Returns:
      List of SdkField in this POJO. May be empty list but should never be null.