/ 
Paws-0.05
River stage two • 9 direct dependents • 11 total dependents
/ Paws::MachineLearning::CreateDataSourceFromRDS

NAME

Paws::MachineLearning::CreateDataSourceFromRDS - Arguments for method CreateDataSourceFromRDS on Paws::MachineLearning

DESCRIPTION

This class represents the parameters used for calling the method CreateDataSourceFromRDS on the Amazon Machine Learning service. Use the attributes of this class as arguments to method CreateDataSourceFromRDS.

You shouln't make instances of this class. Each attribute should be used as a named argument in the call to CreateDataSourceFromRDS.

As an example:

$service_obj->CreateDataSourceFromRDS(Att1 => $value1, Att2 => $value2, ...);

Values for attributes that are native types (Int, String, Float, etc) can passed as-is (scalar values). Values for complex Types (objects) can be passed as a HashRef. The keys and values of the hashref will be used to instance the underlying object.

ATTRIBUTES

ComputeStatistics => Bool

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 an MLModel training. This parameter must be set to true if the DataSource needs to be used for MLModel training.

REQUIRED DataSourceId => Str

A user-supplied ID that uniquely identifies the DataSource. Typically, an Amazon Resource Number (ARN) becomes the ID for a DataSource.

DataSourceName => Str

A user-supplied name or description of the DataSource.

REQUIRED RDSData => Paws::MachineLearning::RDSDataSpec

The data specification of an Amazon RDS DataSource:

  • DatabaseInformation -

    • DatabaseName - Name of the Amazon RDS database.

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

  • ServiceRole - Role (DataPipelineDefaultRole) assumed by the AWS Data Pipeline service to monitor the progress of the copy task from Amazon RDS to Amazon Simple Storage Service (S3). For more information, see Role templates for data pipelines.

  • SecurityInfo - Security information to use to access an Amazon RDS 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 Amazon RDS instance.

  • SelectSqlQuery - Query that is used to retrieve the observation data for the Datasource.

  • S3StagingLocation - Amazon S3 location for staging RDS data. The data retrieved from Amazon RDS using SelectSqlQuery is stored in this location.

  • DataSchemaUri - 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 representing the splitting requirement of a Datasource.

    Sample - "{\"randomSeed\":\"some-random-seed\", \"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"

REQUIRED RoleARN => Str

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.

SEE ALSO

This class forms part of Paws, documenting arguments for method CreateDataSourceFromRDS in Paws::MachineLearning

BUGS and CONTRIBUTIONS

The source code is located here: https://github.com/pplu/aws-sdk-perl

Please report bugs to: https://github.com/pplu/aws-sdk-perl/issues