machinelearning/aws.sdk.kotlin.services.machinelearning.model/RdsDataSpec/Builder

Builder

class Builder

Properties

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var databaseCredentials: RdsDatabaseCredentials?

The AWS Identity and Access Management (IAM) credentials that are used connect to the Amazon RDS database.

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var databaseInformation: RdsDatabase?

Describes the DatabaseName and InstanceIdentifier of an Amazon RDS database.

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var dataRearrangement: String?

A JSON string that represents the splitting and rearrangement processing to be applied to a DataSource. If the DataRearrangement parameter is not provided, all of the input data is used to create the Datasource.

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var dataSchema: String?

A JSON string that represents the schema for an Amazon RDS DataSource. The DataSchema defines the structure of the observation data in the data file(s) referenced in the DataSource.

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var dataSchemaUri: String?

The Amazon S3 location of the DataSchema.

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var resourceRole: String?

The role (DataPipelineDefaultResourceRole) assumed by an Amazon Elastic Compute Cloud (Amazon EC2) instance to carry out the copy operation from Amazon RDS to an Amazon S3 task. For more information, see Role templates for data pipelines.

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var s3StagingLocation: String?

The Amazon S3 location for staging Amazon RDS data. The data retrieved from Amazon RDS using SelectSqlQuery is stored in this location.

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var securityGroupIds: List<String>?

The security group IDs to be used to access a VPC-based RDS DB instance. Ensure that there are appropriate ingress rules set up to allow access to the RDS DB instance. This attribute is used by Data Pipeline to carry out the copy operation from Amazon RDS to an Amazon S3 task.

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var selectSqlQuery: String?

The query that is used to retrieve the observation data for the DataSource.

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var serviceRole: String?

The role (DataPipelineDefaultRole) assumed by AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon S3. For more information, see Role templates for data pipelines.

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var subnetId: String?

The subnet ID to be used to access a VPC-based RDS DB instance. This attribute is used by Data Pipeline to carry out the copy task from Amazon RDS to Amazon S3.