NAME

Paws::MachineLearning::CreateDataSourceFromS3 - Arguments for method CreateDataSourceFromS3 on Paws::MachineLearning

DESCRIPTION

This class represents the parameters used for calling the method CreateDataSourceFromS3 on the Amazon Machine Learning service. Use the attributes of this class as arguments to method CreateDataSourceFromS3.

You shouldn't make instances of this class. Each attribute should be used as a named argument in the call to CreateDataSourceFromS3.

SYNOPSIS

my $machinelearning = Paws->service('MachineLearning');
my $CreateDataSourceFromS3Output = $machinelearning->CreateDataSourceFromS3(
  DataSourceId => 'MyEntityId',
  DataSpec     => {
    DataLocationS3       => 'MyS3Url',               # max: 2048
    DataRearrangement    => 'MyDataRearrangement',   # OPTIONAL
    DataSchema           => 'MyDataSchema',          # max: 131071; OPTIONAL
    DataSchemaLocationS3 => 'MyS3Url',               # max: 2048
  },
  ComputeStatistics => 1,                            # OPTIONAL
  DataSourceName    => 'MyEntityName',               # OPTIONAL
);

# Results:
my $DataSourceId = $CreateDataSourceFromS3Output->DataSourceId;

# Returns a L<Paws::MachineLearning::CreateDataSourceFromS3Output> 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 https://docs.aws.amazon.com/goto/WebAPI/machinelearning/CreateDataSourceFromS3

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 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 identifier that uniquely identifies the DataSource.

DataSourceName => Str

A user-supplied name or description of the DataSource.

REQUIRED DataSpec => Paws::MachineLearning::S3DataSpec

The data specification of a DataSource:

• DataLocationS3 - The Amazon S3 location of the observation data.

• DataSchemaLocationS3 - 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}}"

SEE ALSO

This class forms part of Paws, documenting arguments for method CreateDataSourceFromS3 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