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

Interface ModelQualityAppSpecification.Builder

    • Method Detail

      • imageUri

        ModelQualityAppSpecification.Builder imageUri​(String imageUri)

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

        Parameters:
        imageUri - The address of the container image that the monitoring job runs.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • containerEntrypoint

        ModelQualityAppSpecification.Builder containerEntrypoint​(Collection<String> containerEntrypoint)

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

        Parameters:
        containerEntrypoint - Specifies the entrypoint for a container that the monitoring job runs.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • containerEntrypoint

        ModelQualityAppSpecification.Builder containerEntrypoint​(String... containerEntrypoint)

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

        Parameters:
        containerEntrypoint - Specifies the entrypoint for a container that the monitoring job runs.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • containerArguments

        ModelQualityAppSpecification.Builder containerArguments​(Collection<String> containerArguments)

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

        Parameters:
        containerArguments - An array of arguments for the container used to run the monitoring job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • containerArguments

        ModelQualityAppSpecification.Builder containerArguments​(String... containerArguments)

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

        Parameters:
        containerArguments - An array of arguments for the container used to run the monitoring job.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • recordPreprocessorSourceUri

        ModelQualityAppSpecification.Builder recordPreprocessorSourceUri​(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.

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

      • postAnalyticsProcessorSourceUri

        ModelQualityAppSpecification.Builder postAnalyticsProcessorSourceUri​(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.

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

      • problemType

        ModelQualityAppSpecification.Builder problemType​(String problemType)

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

        Parameters:
        problemType - The machine learning problem type of the model that the monitoring job monitors.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        MonitoringProblemType, MonitoringProblemType

      • environment

        ModelQualityAppSpecification.Builder environment​(Map<String,​String> environment)

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

        Parameters:
        environment - Sets the environment variables in the container that the monitoring job runs.
        Returns:
        Returns a reference to this object so that method calls can be chained together.