Package software.amazon.awssdk.services.machinelearning.model

Interface DataSource.Builder

All Superinterfaces:
Buildable, CopyableBuilder<DataSource.Builder,DataSource>, SdkBuilder<DataSource.Builder,DataSource>, SdkPojo
Enclosing class:
DataSource
public static interface DataSource.Builder extends SdkPojo, CopyableBuilder<DataSource.Builder,DataSource>

  • Method Details

    • dataSourceId

      DataSource.Builder dataSourceId(String dataSourceId)

      The ID that is assigned to the DataSource during creation.

      Parameters:
      dataSourceId - The ID that is assigned to the DataSource during creation.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • dataLocationS3

      DataSource.Builder dataLocationS3(String dataLocationS3)

      The location and name of the data in Amazon Simple Storage Service (Amazon S3) that is used by a DataSource.

      Parameters:
      dataLocationS3 - The location and name of the data in Amazon Simple Storage Service (Amazon S3) that is used by a DataSource.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • dataRearrangement

      DataSource.Builder dataRearrangement(String dataRearrangement)

      A JSON string that represents the splitting and rearrangement requirement used when this DataSource was created.

      Parameters:
      dataRearrangement - A JSON string that represents the splitting and rearrangement requirement used when this DataSource was created.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • createdByIamUser

      DataSource.Builder createdByIamUser(String createdByIamUser)

      The AWS user account from which the DataSource was created. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.

      Parameters:
      createdByIamUser - The AWS user account from which the DataSource was created. The account type can be either an AWS root account or an AWS Identity and Access Management (IAM) user account.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • createdAt

      DataSource.Builder createdAt(Instant createdAt)

      The time that the DataSource was created. The time is expressed in epoch time.

      Parameters:
      createdAt - The time that the DataSource was created. The time is expressed in epoch time.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • lastUpdatedAt

      DataSource.Builder lastUpdatedAt(Instant lastUpdatedAt)

      The time of the most recent edit to the BatchPrediction. The time is expressed in epoch time.

      Parameters:
      lastUpdatedAt - The time of the most recent edit to the BatchPrediction. The time is expressed in epoch time.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • dataSizeInBytes

      DataSource.Builder dataSizeInBytes(Long dataSizeInBytes)

      The total number of observations contained in the data files that the DataSource references.

      Parameters:
      dataSizeInBytes - The total number of observations contained in the data files that the DataSource references.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • numberOfFiles

      DataSource.Builder numberOfFiles(Long numberOfFiles)

      The number of data files referenced by the DataSource.

      Parameters:
      numberOfFiles - The number of data files referenced by the DataSource.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • name

      DataSource.Builder name(String name)

      A user-supplied name or description of the DataSource.

      Parameters:
      name - A user-supplied name or description of the DataSource.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • status

      DataSource.Builder status(String status)

      The current status of the DataSource. This element can have one of the following values:

      • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to create a DataSource.

      • INPROGRESS - The creation process is underway.

      • FAILED - The request to create a DataSource did not run to completion. It is not usable.

      • COMPLETED - The creation process completed successfully.

      • DELETED - The DataSource is marked as deleted. It is not usable.

      Parameters:
      status - The current status of the DataSource. This element can have one of the following values:

      • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to create a DataSource.

      • INPROGRESS - The creation process is underway.

      • FAILED - The request to create a DataSource did not run to completion. It is not usable.

      • COMPLETED - The creation process completed successfully.

      • DELETED - The DataSource is marked as deleted. It is not usable.

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

    • status

      DataSource.Builder status(EntityStatus status)

      The current status of the DataSource. This element can have one of the following values:

      • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to create a DataSource.

      • INPROGRESS - The creation process is underway.

      • FAILED - The request to create a DataSource did not run to completion. It is not usable.

      • COMPLETED - The creation process completed successfully.

      • DELETED - The DataSource is marked as deleted. It is not usable.

      Parameters:
      status - The current status of the DataSource. This element can have one of the following values:

      • PENDING - Amazon Machine Learning (Amazon ML) submitted a request to create a DataSource.

      • INPROGRESS - The creation process is underway.

      • FAILED - The request to create a DataSource did not run to completion. It is not usable.

      • COMPLETED - The creation process completed successfully.

      • DELETED - The DataSource is marked as deleted. It is not usable.

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

    • message

      DataSource.Builder message(String message)

      A description of the most recent details about creating the DataSource.

      Parameters:
      message - A description of the most recent details about creating the DataSource.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • redshiftMetadata

      DataSource.Builder redshiftMetadata(RedshiftMetadata redshiftMetadata)
      Sets the value of the RedshiftMetadata property for this object.
      Parameters:
      redshiftMetadata - The new value for the RedshiftMetadata property for this object.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • redshiftMetadata

      default DataSource.Builder redshiftMetadata(Consumer<RedshiftMetadata.Builder> redshiftMetadata)
      Sets the value of the RedshiftMetadata property for this object. This is a convenience method that creates an instance of the RedshiftMetadata.Builder avoiding the need to create one manually via RedshiftMetadata.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to redshiftMetadata(RedshiftMetadata).

      Parameters:
      redshiftMetadata - a consumer that will call methods on RedshiftMetadata.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • rdsMetadata

      DataSource.Builder rdsMetadata(RDSMetadata rdsMetadata)
      Sets the value of the RDSMetadata property for this object.
      Parameters:
      rdsMetadata - The new value for the RDSMetadata property for this object.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • rdsMetadata

      default DataSource.Builder rdsMetadata(Consumer<RDSMetadata.Builder> rdsMetadata)
      Sets the value of the RDSMetadata property for this object. This is a convenience method that creates an instance of the RDSMetadata.Builder avoiding the need to create one manually via RDSMetadata.builder().

      When the Consumer completes, SdkBuilder.build() is called immediately and its result is passed to rdsMetadata(RDSMetadata).

      Parameters:
      rdsMetadata - a consumer that will call methods on RDSMetadata.Builder
      Returns:
      Returns a reference to this object so that method calls can be chained together.
      See Also:

    • roleARN

      DataSource.Builder roleARN(String roleARN)
      Sets the value of the RoleARN property for this object.
      Parameters:
      roleARN - The new value for the RoleARN property for this object.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • computeStatistics

      DataSource.Builder computeStatistics(Boolean computeStatistics)

      The parameter is true if statistics need to be generated from the observation data.

      Parameters:
      computeStatistics - The parameter is true if statistics need to be generated from the observation data.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • computeTime

      DataSource.Builder computeTime(Long computeTime)
      Sets the value of the ComputeTime property for this object.
      Parameters:
      computeTime - The new value for the ComputeTime property for this object.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • finishedAt

      DataSource.Builder finishedAt(Instant finishedAt)
      Sets the value of the FinishedAt property for this object.
      Parameters:
      finishedAt - The new value for the FinishedAt property for this object.
      Returns:
      Returns a reference to this object so that method calls can be chained together.

    • startedAt

      DataSource.Builder startedAt(Instant startedAt)
      Sets the value of the StartedAt property for this object.
      Parameters:
      startedAt - The new value for the StartedAt property for this object.
      Returns:
      Returns a reference to this object so that method calls can be chained together.