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AWS SDK for Java 1.x API Reference - 1.12.795

We announced the upcoming end-of-support for AWS SDK for Java (v1). We recommend that you migrate to AWS SDK for Java v2. For dates, additional details, and information on how to migrate, please refer to the linked announcement.
com.amazonaws.services.sagemaker.model

Class UpdateInferenceExperimentRequest

    • Constructor Detail

      • UpdateInferenceExperimentRequest

        public UpdateInferenceExperimentRequest()
    • Method Detail

      • setName

        public void setName(String name)

        The name of the inference experiment to be updated.

        Parameters:
        name - The name of the inference experiment to be updated.
      • getName

        public String getName()

        The name of the inference experiment to be updated.

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

        public UpdateInferenceExperimentRequest withName(String name)

        The name of the inference experiment to be updated.

        Parameters:
        name - The name of the inference experiment to be updated.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • setSchedule

        public void setSchedule(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.

        Parameters:
        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.
      • getSchedule

        public InferenceExperimentSchedule getSchedule()

        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.
      • withSchedule

        public UpdateInferenceExperimentRequest withSchedule(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.

        Parameters:
        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:
        Returns a reference to this object so that method calls can be chained together.
      • setDescription

        public void setDescription(String description)

        The description of the inference experiment.

        Parameters:
        description - The description of the inference experiment.
      • getDescription

        public String getDescription()

        The description of the inference experiment.

        Returns:
        The description of the inference experiment.
      • withDescription

        public UpdateInferenceExperimentRequest withDescription(String description)

        The description of the inference experiment.

        Parameters:
        description - The description of the inference experiment.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • getModelVariants

        public List<ModelVariantConfig> getModelVariants()

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

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

        public void setModelVariants(Collection<ModelVariantConfig> modelVariants)

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

        Parameters:
        modelVariants - An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.
      • withModelVariants

        public UpdateInferenceExperimentRequest withModelVariants(ModelVariantConfig... modelVariants)

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

        NOTE: This method appends the values to the existing list (if any). Use setModelVariants(java.util.Collection) or withModelVariants(java.util.Collection) if you want to override the existing values.

        Parameters:
        modelVariants - An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • withModelVariants

        public UpdateInferenceExperimentRequest withModelVariants(Collection<ModelVariantConfig> modelVariants)

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

        Parameters:
        modelVariants - An array of ModelVariantConfig objects. There is one for each variant, whose infrastructure configuration you want to update.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • setDataStorageConfig

        public void setDataStorageConfig(InferenceExperimentDataStorageConfig dataStorageConfig)

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

        Parameters:
        dataStorageConfig - The Amazon S3 location and configuration for storing inference request and response data.
      • getDataStorageConfig

        public InferenceExperimentDataStorageConfig getDataStorageConfig()

        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.
      • withDataStorageConfig

        public UpdateInferenceExperimentRequest withDataStorageConfig(InferenceExperimentDataStorageConfig dataStorageConfig)

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

        Parameters:
        dataStorageConfig - The Amazon S3 location and configuration for storing inference request and response data.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
      • setShadowModeConfig

        public void setShadowModeConfig(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.

        Parameters:
        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.
      • getShadowModeConfig

        public ShadowModeConfig getShadowModeConfig()

        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.
      • withShadowModeConfig

        public UpdateInferenceExperimentRequest withShadowModeConfig(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.

        Parameters:
        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:
        Returns a reference to this object so that method calls can be chained together.
      • toString

        public 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
        Returns:
        A string representation of this object.
        See Also:
        Object.toString()
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