Class MonitoringClusterConfig

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

Configuration for the cluster used to run model monitoring jobs.

See Also:

  • Method Details

    • instanceCount

      public final Integer instanceCount()

      The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.

      Returns:
      The number of ML compute instances to use in the model monitoring job. For distributed processing jobs, specify a value greater than 1. The default value is 1.

    • instanceType

      public final ProcessingInstanceType instanceType()

      The ML compute instance type for the processing job.

      If the service returns an enum value that is not available in the current SDK version, instanceType will return ProcessingInstanceType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from instanceTypeAsString().

      Returns:
      The ML compute instance type for the processing job.
      See Also:

    • instanceTypeAsString

      public final String instanceTypeAsString()

      The ML compute instance type for the processing job.

      If the service returns an enum value that is not available in the current SDK version, instanceType will return ProcessingInstanceType.UNKNOWN_TO_SDK_VERSION. The raw value returned by the service is available from instanceTypeAsString().

      Returns:
      The ML compute instance type for the processing job.
      See Also:

    • volumeSizeInGB

      public final Integer volumeSizeInGB()

      The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.

      Returns:
      The size of the ML storage volume, in gigabytes, that you want to provision. You must specify sufficient ML storage for your scenario.

    • volumeKmsKeyId

      public final String volumeKmsKeyId()

      The Key Management Service (KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.

      Returns:
      The Key Management Service (KMS) key that Amazon SageMaker uses to encrypt data on the storage volume attached to the ML compute instance(s) that run the model monitoring job.

    • toBuilder

      public MonitoringClusterConfig.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<MonitoringClusterConfig.Builder,MonitoringClusterConfig>
      Returns:
      a builder for type T

    • builder

      public static MonitoringClusterConfig.Builder builder()

    • serializableBuilderClass

      public static Class<? extends MonitoringClusterConfig.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.