NAME
Paws::MachineLearning::S3DataSpec
USAGE
This class represents one of two things:
Arguments in a call to a service
Use the attributes of this class as arguments to methods. You shouldn't make instances of this class. Each attribute should be used as a named argument in the calls that expect this type of object.
As an example, if Att1 is expected to be a Paws::MachineLearning::S3DataSpec object:
$service_obj->Method(Att1 => { DataLocationS3 => $value, ..., DataSchemaLocationS3 => $value });Results returned from an API call
Use accessors for each attribute. If Att1 is expected to be an Paws::MachineLearning::S3DataSpec object:
$result = $service_obj->Method(...);
$result->Att1->DataLocationS3DESCRIPTION
Describes the data specification of a DataSource.
ATTRIBUTES
REQUIRED DataLocationS3 => Str
The location of the data file(s) used by a C<DataSource>. The URI
specifies a data file or an Amazon Simple Storage Service (Amazon S3)
directory or bucket containing data files.DataRearrangement => Str
Describes the splitting requirement of a C<Datasource>.DataSchema => Str
A JSON string that represents the schema for an Amazon S3
C<DataSource>. The C<DataSchema> defines the structure of the
observation data in the data file(s) referenced in the C<DataSource>.Define your DataSchema as a series of key-value pairs. attributes and excludedVariableNames have an array of key-value pairs for their value. Use the following format to define your DataSchema.
{ "version": "1.0",
"recordAnnotationFieldName": "F1",
"recordWeightFieldName": "F2",
"targetFieldName": "F3",
"dataFormat": "CSV",
"dataFileContainsHeader": true,
"attributes": [
{ "fieldName": "F1", "fieldType": "TEXT" }, { "fieldName": "F2", "fieldType": "NUMERIC" }, { "fieldName": "F3", "fieldType": "CATEGORICAL" }, { "fieldName": "F4", "fieldType": "NUMERIC" }, { "fieldName": "F5", "fieldType": "CATEGORICAL" }, { "fieldName": "F6", "fieldType": "TEXT" }, { "fieldName": "F7", "fieldType": "WEIGHTED_INT_SEQUENCE" }, { "fieldName": "F8", "fieldType": "WEIGHTED_STRING_SEQUENCE" } ],
"excludedVariableNames": [ "F6" ] }
DataSchemaLocationS3 => Str
Describes the schema Location in Amazon S3.SEE ALSO
This class forms part of Paws, describing an object used 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