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

Interface CreateInferenceSchedulerRequest.Builder

    • Method Detail

      • modelName

        CreateInferenceSchedulerRequest.Builder modelName​(String modelName)

        The name of the previously trained machine learning model being used to create the inference scheduler.

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

      • inferenceSchedulerName

        CreateInferenceSchedulerRequest.Builder inferenceSchedulerName​(String inferenceSchedulerName)

        The name of the inference scheduler being created.

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

      • dataDelayOffsetInMinutes

        CreateInferenceSchedulerRequest.Builder dataDelayOffsetInMinutes​(Long dataDelayOffsetInMinutes)

        The interval (in minutes) of planned delay at the start of each inference segment. For example, if inference is set to run every ten minutes, the delay is set to five minutes and the time is 09:08. The inference scheduler will wake up at the configured interval (which, without a delay configured, would be 09:10) plus the additional five minute delay time (so 09:15) to check your Amazon S3 bucket. The delay provides a buffer for you to upload data at the same frequency, so that you don't have to stop and restart the scheduler when uploading new data.

        For more information, see Understanding the inference process.

        Parameters:
        dataDelayOffsetInMinutes - The interval (in minutes) of planned delay at the start of each inference segment. For example, if inference is set to run every ten minutes, the delay is set to five minutes and the time is 09:08. The inference scheduler will wake up at the configured interval (which, without a delay configured, would be 09:10) plus the additional five minute delay time (so 09:15) to check your Amazon S3 bucket. The delay provides a buffer for you to upload data at the same frequency, so that you don't have to stop and restart the scheduler when uploading new data.

        For more information, see Understanding the inference process.

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

      • dataUploadFrequency

        CreateInferenceSchedulerRequest.Builder dataUploadFrequency​(String dataUploadFrequency)

        How often data is uploaded to the source Amazon S3 bucket for the input data. The value chosen 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 runs inference on your data.

        For more information, see Understanding the inference process.

        Parameters:
        dataUploadFrequency - How often data is uploaded to the source Amazon S3 bucket for the input data. The value chosen 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 runs inference on your data.

        For more information, see Understanding the inference process.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        DataUploadFrequency, DataUploadFrequency

      • dataUploadFrequency

        CreateInferenceSchedulerRequest.Builder dataUploadFrequency​(DataUploadFrequency dataUploadFrequency)

        How often data is uploaded to the source Amazon S3 bucket for the input data. The value chosen 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 runs inference on your data.

        For more information, see Understanding the inference process.

        Parameters:
        dataUploadFrequency - How often data is uploaded to the source Amazon S3 bucket for the input data. The value chosen 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 runs inference on your data.

        For more information, see Understanding the inference process.

        Returns:
        Returns a reference to this object so that method calls can be chained together.
        See Also:
        DataUploadFrequency, DataUploadFrequency

      • dataInputConfiguration

        CreateInferenceSchedulerRequest.Builder dataInputConfiguration​(InferenceInputConfiguration dataInputConfiguration)

        Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.

        Parameters:
        dataInputConfiguration - Specifies configuration information for the input data for the inference scheduler, including delimiter, format, and dataset location.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • dataOutputConfiguration

        CreateInferenceSchedulerRequest.Builder dataOutputConfiguration​(InferenceOutputConfiguration dataOutputConfiguration)

        Specifies configuration information for the output results for the inference scheduler, including the S3 location for the output.

        Parameters:
        dataOutputConfiguration - Specifies configuration information for the output results for the inference scheduler, including the S3 location for the output.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • roleArn

        CreateInferenceSchedulerRequest.Builder roleArn​(String roleArn)

        The Amazon Resource Name (ARN) of a role with permission to access the data source being used for the inference.

        Parameters:
        roleArn - The Amazon Resource Name (ARN) of a role with permission to access the data source being used for the inference.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • serverSideKmsKeyId

        CreateInferenceSchedulerRequest.Builder serverSideKmsKeyId​(String serverSideKmsKeyId)

        Provides the identifier of the KMS key used to encrypt inference scheduler data by Amazon Lookout for Equipment.

        Parameters:
        serverSideKmsKeyId - Provides the identifier of the KMS key used to encrypt inference scheduler data by Amazon Lookout for Equipment.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • clientToken

        CreateInferenceSchedulerRequest.Builder clientToken​(String clientToken)

        A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.

        Parameters:
        clientToken - A unique identifier for the request. If you do not set the client request token, Amazon Lookout for Equipment generates one.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • tags

        CreateInferenceSchedulerRequest.Builder tags​(Collection<Tag> tags)

        Any tags associated with the inference scheduler.

        Parameters:
        tags - Any tags associated with the inference scheduler.
        Returns:
        Returns a reference to this object so that method calls can be chained together.

      • tags

        CreateInferenceSchedulerRequest.Builder tags​(Tag... tags)

        Any tags associated with the inference scheduler.

        Parameters:
        tags - Any tags associated with the inference scheduler.
        Returns:
        Returns a reference to this object so that method calls can be chained together.