Package software.amazon.awssdk.services.lookoutequipment.model

Interface InferenceSchedulerSummary.Builder

    • Method Detail

      • modelName

        InferenceSchedulerSummary.Builder modelName​(String modelName)

        The name of the machine learning model used for the inference scheduler.

        Parameters:
        modelName - The name of the machine learning model used for the inference scheduler.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • modelArn

        InferenceSchedulerSummary.Builder modelArn​(String modelArn)

        The Amazon Resource Name (ARN) of the machine learning model used by the inference scheduler.

        Parameters:
        modelArn - The Amazon Resource Name (ARN) of the machine learning model used by the inference scheduler.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • inferenceSchedulerName

        InferenceSchedulerSummary.Builder inferenceSchedulerName​(String inferenceSchedulerName)

        The name of the inference scheduler.

        Parameters:
        inferenceSchedulerName - The name of the inference scheduler.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • inferenceSchedulerArn

        InferenceSchedulerSummary.Builder inferenceSchedulerArn​(String inferenceSchedulerArn)

        The Amazon Resource Name (ARN) of the inference scheduler.

        Parameters:
        inferenceSchedulerArn - The Amazon Resource Name (ARN) of the inference scheduler.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • dataDelayOffsetInMinutes

        InferenceSchedulerSummary.Builder dataDelayOffsetInMinutes​(Long dataDelayOffsetInMinutes)

        A period of time (in minutes) by which inference on the data is delayed after the data starts. For instance, if an offset delay time of five minutes was selected, inference will not begin on the data until the first data measurement after the five minute mark. For example, if five minutes is selected, the inference scheduler will wake up at the configured frequency with the additional five minute delay time to check the customer S3 bucket. The customer can upload data at the same frequency and they don't need to stop and restart the scheduler when uploading new data.

        Parameters:
        dataDelayOffsetInMinutes - A period of time (in minutes) by which inference on the data is delayed after the data starts. For instance, if an offset delay time of five minutes was selected, inference will not begin on the data until the first data measurement after the five minute mark. For example, if five minutes is selected, the inference scheduler will wake up at the configured frequency with the additional five minute delay time to check the customer S3 bucket. The customer can upload data at the same frequency and they don't need to stop and restart the scheduler when uploading new data.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • dataUploadFrequency

        InferenceSchedulerSummary.Builder dataUploadFrequency​(String dataUploadFrequency)

        How often data is uploaded to the source S3 bucket for the input data. This value is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.

        Parameters:
        dataUploadFrequency - How often data is uploaded to the source S3 bucket for the input data. This value is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        DataUploadFrequency, DataUploadFrequency

      • dataUploadFrequency

        InferenceSchedulerSummary.Builder dataUploadFrequency​(DataUploadFrequency dataUploadFrequency)

        How often data is uploaded to the source S3 bucket for the input data. This value is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.

        Parameters:
        dataUploadFrequency - How often data is uploaded to the source S3 bucket for the input data. This value is the length of time between data uploads. For instance, if you select 5 minutes, Amazon Lookout for Equipment will upload the real-time data to the source bucket once every 5 minutes. This frequency also determines how often Amazon Lookout for Equipment starts a scheduled inference on your data. In this example, it starts once every 5 minutes.
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        DataUploadFrequency, DataUploadFrequency

      • latestInferenceResult

        InferenceSchedulerSummary.Builder latestInferenceResult​(String latestInferenceResult)

        Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

        Parameters:
        latestInferenceResult - Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        LatestInferenceResult, LatestInferenceResult

      • latestInferenceResult

        InferenceSchedulerSummary.Builder latestInferenceResult​(LatestInferenceResult latestInferenceResult)

        Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).

        Parameters:
        latestInferenceResult - Indicates whether the latest execution for the inference scheduler was Anomalous (anomalous events found) or Normal (no anomalous events found).
        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        LatestInferenceResult, LatestInferenceResult