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}}"

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>