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

Class UpdateInferenceExperimentRequest

    • Method Detail

      • name

        public final String name()

        The name of the inference experiment to be updated.

        Returns:
        The name of the inference experiment to be updated.

      • schedule

        public final InferenceExperimentSchedule schedule()

        The duration for which the inference experiment will run. If the status of the inference experiment is Created, then you can update both the start and end dates. If the status of the inference experiment is Running, then you can update only the end date.

        Returns:
        The duration for which the inference experiment will run. If the status of the inference experiment is Created, then you can update both the start and end dates. If the status of the inference experiment is Running, then you can update only the end date.

      • description

        public final String description()

        The description of the inference experiment.

        Returns:
        The description of the inference experiment.

      • hasModelVariants

        public final boolean hasModelVariants()
        For responses, this returns true if the service returned a value for the ModelVariants 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.

      • modelVariants

        public final List<ModelVariantConfig> modelVariants()

        An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.

        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 hasModelVariants() method.

        Returns:
        An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.

      • dataStorageConfig

        public final InferenceExperimentDataStorageConfig dataStorageConfig()

        The Amazon S3 location and configuration for storing inference request and response data.

        Returns:
        The Amazon S3 location and configuration for storing inference request and response data.

      • shadowModeConfig

        public final ShadowModeConfig shadowModeConfig()

        The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

        Returns:
        The configuration of ShadowMode inference experiment type. Use this field to specify a production variant which takes all the inference requests, and a shadow variant to which Amazon SageMaker replicates a percentage of the inference requests. For the shadow variant also specify the percentage of requests that Amazon SageMaker replicates.

      • 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