class Aws::MachineLearning::Types::CreateDataSourceFromRDSInput

@note When making an API call, you may pass CreateDataSourceFromRDSInput

data as a hash:

    {
      data_source_id: "EntityId", # required
      data_source_name: "EntityName",
      rds_data: { # required
        database_information: { # required
          instance_identifier: "RDSInstanceIdentifier", # required
          database_name: "RDSDatabaseName", # required
        },
        select_sql_query: "RDSSelectSqlQuery", # required
        database_credentials: { # required
          username: "RDSDatabaseUsername", # required
          password: "RDSDatabasePassword", # required
        },
        s3_staging_location: "S3Url", # required
        data_rearrangement: "DataRearrangement",
        data_schema: "DataSchema",
        data_schema_uri: "S3Url",
        resource_role: "EDPResourceRole", # required
        service_role: "EDPServiceRole", # required
        subnet_id: "EDPSubnetId", # required
        security_group_ids: ["EDPSecurityGroupId"], # required
      },
      role_arn: "RoleARN", # required
      compute_statistics: false,
    }

@!attribute [rw] data_source_id

A user-supplied ID that uniquely identifies the `DataSource`.
Typically, an Amazon Resource Number (ARN) becomes the ID for a
`DataSource`.
@return [String]

@!attribute [rw] data_source_name

A user-supplied name or description of the `DataSource`.
@return [String]

@!attribute [rw] rds_data

The data specification of an Amazon RDS `DataSource`\:

* DatabaseInformation -

  * `DatabaseName` - The name of the Amazon RDS database.

  * `InstanceIdentifier ` - A unique identifier for the Amazon RDS
    database instance.

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

* ResourceRole - A role (DataPipelineDefaultResourceRole) assumed by
  an EC2 instance to carry out the copy task from Amazon RDS to
  Amazon Simple Storage Service (Amazon S3). For more information,
  see [Role templates][1] for data pipelines.

* ServiceRole - A role (DataPipelineDefaultRole) assumed by the AWS
  Data Pipeline service to monitor the progress of the copy task
  from Amazon RDS to Amazon S3. For more information, see [Role
  templates][1] for data pipelines.

* SecurityInfo - The security information to use to access an RDS DB
  instance. You need to set up appropriate ingress rules for the
  security entity IDs provided to allow access to the Amazon RDS
  instance. Specify a \[`SubnetId`, `SecurityGroupIds`\] pair for a
  VPC-based RDS DB instance.

* SelectSqlQuery - A query that is used to retrieve the observation
  data for the `Datasource`.

* S3StagingLocation - The Amazon S3 location for staging Amazon RDS
  data. The data retrieved from Amazon RDS using `SelectSqlQuery` 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\}\}"`

[1]: https://docs.aws.amazon.com/datapipeline/latest/DeveloperGuide/dp-iam-roles.html
@return [Types::RDSDataSpec]

@!attribute [rw] role_arn

The role that Amazon ML assumes on behalf of the user to create and
activate a data pipeline in the user's account and copy data using
the `SelectSqlQuery` query from Amazon RDS to Amazon S3.
@return [String]

@!attribute [rw] compute_statistics

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. </p>
`
@return [Boolean]

Constants

SENSITIVE