package Paws::MachineLearning::CreateDataSourceFromRedshift; use Moose; has ComputeStatistics => (is => 'ro', isa => 'Bool'); has DataSourceId => (is => 'ro', isa => 'Str', required => 1); has DataSourceName => (is => 'ro', isa => 'Str'); has DataSpec => (is => 'ro', isa => 'Paws::MachineLearning::RedshiftDataSpec', required => 1); has RoleARN => (is => 'ro', isa => 'Str', required => 1); use MooseX::ClassAttribute; class_has _api_call => (isa => 'Str', is => 'ro', default => 'CreateDataSourceFromRedshift'); class_has _returns => (isa => 'Str', is => 'ro', default => 'Paws::MachineLearning::CreateDataSourceFromRedshiftOutput'); class_has _result_key => (isa => 'Str', is => 'ro'); 1; ### main pod documentation begin ### =head1 NAME Paws::MachineLearning::CreateDataSourceFromRedshift - Arguments for method CreateDataSourceFromRedshift on L =head1 DESCRIPTION This class represents the parameters used for calling the method CreateDataSourceFromRedshift on the L service. Use the attributes of this class as arguments to method CreateDataSourceFromRedshift. You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateDataSourceFromRedshift. =head1 SYNOPSIS my $machinelearning = Paws->service('MachineLearning'); my $CreateDataSourceFromRedshiftOutput = $machinelearning->CreateDataSourceFromRedshift( DataSourceId => 'MyEntityId', DataSpec => { DatabaseCredentials => { Password => 'MyRedshiftDatabasePassword', # min: 8, max: 64 Username => 'MyRedshiftDatabaseUsername', # min: 1, max: 128 }, DatabaseInformation => { ClusterIdentifier => 'MyRedshiftClusterIdentifier', # min: 1, max: 63 DatabaseName => 'MyRedshiftDatabaseName', # min: 1, max: 64 }, S3StagingLocation => 'MyS3Url', # max: 2048 SelectSqlQuery => 'MyRedshiftSelectSqlQuery', # min: 1, max: 16777216 DataRearrangement => 'MyDataRearrangement', # OPTIONAL DataSchema => 'MyDataSchema', # max: 131071; OPTIONAL DataSchemaUri => 'MyS3Url', # max: 2048 }, RoleARN => 'MyRoleARN', ComputeStatistics => 1, # OPTIONAL DataSourceName => 'MyEntityName', # OPTIONAL ); # Results: my $DataSourceId = $CreateDataSourceFromRedshiftOutput->DataSourceId; # Returns a L object. 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. For the AWS API documentation, see L =head1 ATTRIBUTES =head2 ComputeStatistics => Bool The compute statistics for a C. The statistics are generated from the observation data referenced by a C. Amazon ML uses the statistics internally during C training. This parameter must be set to C if the C needs to be used for C training. =head2 B DataSourceId => Str A user-supplied ID that uniquely identifies the C. =head2 DataSourceName => Str A user-supplied name or description of the C. =head2 B DataSpec => L The data specification of an Amazon Redshift C: =over =item * DatabaseInformation - =over =item * C - The name of the Amazon Redshift database. =item * C - The unique ID for the Amazon Redshift cluster. =back =item * DatabaseCredentials - The AWS Identity and Access Management (IAM) credentials that are used to connect to the Amazon Redshift database. =item * SelectSqlQuery - The query that is used to retrieve the observation data for the C. =item * S3StagingLocation - The Amazon Simple Storage Service (Amazon S3) location for staging Amazon Redshift data. The data retrieved from Amazon Redshift using the C query is stored in this location. =item * DataSchemaUri - The Amazon S3 location of the C. =item * DataSchema - A JSON string representing the schema. This is not required if C is specified. =item * DataRearrangement - A JSON string that represents the splitting and rearrangement requirements for the C. Sample - C< "{\"splitting\":{\"percentBegin\":10,\"percentEnd\":60}}"> =back =head2 B RoleARN => Str A fully specified role Amazon Resource Name (ARN). Amazon ML assumes the role on behalf of the user to create the following: =over =item * A security group to allow Amazon ML to execute the C query on an Amazon Redshift cluster =item * An Amazon S3 bucket policy to grant Amazon ML read/write permissions on the C =back =head1 SEE ALSO This class forms part of L, documenting arguments for method CreateDataSourceFromRedshift in L =head1 BUGS and CONTRIBUTIONS The source code is located here: L Please report bugs to: L =cut