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Paws::MachineLearning:UseraContributedhPerleDocumg::CreateDataSourceFromRDS(3)

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":

       o   DatabaseInformation -

	   o   "DatabaseName " - Name of the Amazon RDS	database.

	   o   " InstanceIdentifier " -	Unique identifier for the Amazon RDS
	       database	instance.

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

       o   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.

       o   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.

       o   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.

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

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

       o   DataSchemaUri - Amazon S3 location of the "DataSchema".

       o   DataSchema -	A JSON string representing the schema. This is not
	   required if "DataSchemaUri" is specified.

       o   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 userAcAAs 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

perl v5.24.1		     Paws::MachineLearning::CreateDataSourceFromRDS(3)

NAME | DESCRIPTION | ATTRIBUTES | SEE ALSO | BUGS and CONTRIBUTIONS

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