Class ModelQualityAppSpecification

java.lang.Object
software.amazon.awssdk.services.sagemaker.model.ModelQualityAppSpecification
All Implemented Interfaces:
Serializable, SdkPojo, ToCopyableBuilder<ModelQualityAppSpecification.Builder,ModelQualityAppSpecification>

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

Container image configuration object for the monitoring job.

See Also:
  • Method Details

    • imageUri

      public final String imageUri()

      The address of the container image that the monitoring job runs.

      Returns:
      The address of the container image that the monitoring job runs.
    • hasContainerEntrypoint

      public final boolean hasContainerEntrypoint()
      For responses, this returns true if the service returned a value for the ContainerEntrypoint property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
    • containerEntrypoint

      public final List<String> containerEntrypoint()

      Specifies the entrypoint for a container that the monitoring job runs.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasContainerEntrypoint() method.

      Returns:
      Specifies the entrypoint for a container that the monitoring job runs.
    • hasContainerArguments

      public final boolean hasContainerArguments()
      For responses, this returns true if the service returned a value for the ContainerArguments property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
    • containerArguments

      public final List<String> containerArguments()

      An array of arguments for the container used to run the monitoring job.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasContainerArguments() method.

      Returns:
      An array of arguments for the container used to run the monitoring job.
    • recordPreprocessorSourceUri

      public final String recordPreprocessorSourceUri()

      An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.

      Returns:
      An Amazon S3 URI to a script that is called per row prior to running analysis. It can base64 decode the payload and convert it into a flattened JSON so that the built-in container can use the converted data. Applicable only for the built-in (first party) containers.
    • postAnalyticsProcessorSourceUri

      public final String postAnalyticsProcessorSourceUri()

      An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.

      Returns:
      An Amazon S3 URI to a script that is called after analysis has been performed. Applicable only for the built-in (first party) containers.
    • problemType

      public final MonitoringProblemType problemType()

      The machine learning problem type of the model that the monitoring job monitors.

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

      Returns:
      The machine learning problem type of the model that the monitoring job monitors.
      See Also:
    • problemTypeAsString

      public final String problemTypeAsString()

      The machine learning problem type of the model that the monitoring job monitors.

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

      Returns:
      The machine learning problem type of the model that the monitoring job monitors.
      See Also:
    • hasEnvironment

      public final boolean hasEnvironment()
      For responses, this returns true if the service returned a value for the Environment property. This DOES NOT check that the value is non-empty (for which, you should check the isEmpty() method on the property). This is useful because the SDK will never return a null collection or map, but you may need to differentiate between the service returning nothing (or null) and the service returning an empty collection or map. For requests, this returns true if a value for the property was specified in the request builder, and false if a value was not specified.
    • environment

      public final Map<String,String> environment()

      Sets the environment variables in the container that the monitoring job runs.

      Attempts to modify the collection returned by this method will result in an UnsupportedOperationException.

      This method will never return null. If you would like to know whether the service returned this field (so that you can differentiate between null and empty), you can use the hasEnvironment() method.

      Returns:
      Sets the environment variables in the container that the monitoring job runs.
    • 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<ModelQualityAppSpecification.Builder,ModelQualityAppSpecification>
      Returns:
      a builder for type T
    • builder

      public static ModelQualityAppSpecification.Builder builder()
    • serializableBuilderClass

      public static Class<? extends ModelQualityAppSpecification.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.