CreateDataSourceFromRedshiftInput

public struct CreateDataSourceFromRedshiftInput : AWSShape

Undocumented

  • Declaration

    Swift

    public static var _members: [AWSShapeMember]

  • The compute statistics for a DataSource. The statistics are generated from the observation data referenced by a DataSource. Amazon ML uses the statistics internally during MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

    Declaration

    Swift

    public let computeStatistics: Bool?

  • A user-supplied ID that uniquely identifies the DataSource.

    Declaration

    Swift

    public let dataSourceId: String

  • A user-supplied name or description of the DataSource.

    Declaration

    Swift

    public let dataSourceName: String?

  • The data specification of an Amazon Redshift DataSource: DatabaseInformation - DatabaseName - The name of the Amazon Redshift database. ClusterIdentifier - The unique ID for the Amazon Redshift cluster. DatabaseCredentials - The AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon Redshift database. SelectSqlQuery - The query that is used to retrieve the observation data for the Datasource. S3StagingLocation - The Amazon Simple Storage Service (Amazon S3) location for staging Amazon Redshift data. The data retrieved from Amazon Redshift using the SelectSqlQuery query is stored in this location. DataSchemaUri - The Amazon S3 location of the DataSchema. DataSchema - A JSON string representing the schema. This is not required if DataSchemaUri is specified. DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the DataSource. Sample - “{\"splitting\”:{\“percentBegin\”:10,\“percentEnd\”:60}}“

    Declaration

    Swift

    public let dataSpec: RedshiftDataSpec

  • A fully specified role Amazon Resource Name (ARN). Amazon ML assumes the role on behalf of the user to create the following: A security group to allow Amazon ML to execute the SelectSqlQuery query on an Amazon Redshift cluster An Amazon S3 bucket policy to grant Amazon ML read/write permissions on the S3StagingLocation

    Declaration

    Swift

    public let roleARN: String

  • Undocumented

    Declaration

    Swift

    public init(computeStatistics: Bool? = nil, dataSourceId: String, dataSourceName: String? = nil, dataSpec: RedshiftDataSpec, roleARN: String)

  • Declaration

    Swift

    public func validate(name: String) throws