org.tribuo

Interface DataSource<T extends Output<T>>

All Superinterfaces:

Iterable<Example<T>>, com.oracle.labs.mlrg.olcut.provenance.Provenancable<DataSourceProvenance>

All Known Subinterfaces:

ConfigurableDataSource<T>

All Known Implementing Classes:

AggregateConfigurableDataSource, AggregateDataSource, ColumnarDataSource, CSVDataSource, DirectoryFileSource, GaussianDataSource, IDXDataSource, JsonDataSource, LibSVMDataSource, ListDataSource, NonlinearGaussianDataSource, SimpleStringDataSource, SimpleTextDataSource, SQLDataSource, TextDataSource

public interface DataSource<T extends Output<T>>
extends com.oracle.labs.mlrg.olcut.provenance.Provenancable<DataSourceProvenance>, Iterable<Example<T>>

A interface for things that can be given to a Dataset's constructor.

Has a provenance method and a method to get the appropriate OutputFactory for the Output subclass in these examples.

DataSources are used to do inbound ETL of data on disk or held externally.

Method Summary

Modifier and Type	Method and Description
OutputFactory<T>	getOutputFactory() Returns the OutputFactory associated with this Output subclass.

Methods inherited from interface com.oracle.labs.mlrg.olcut.provenance.Provenancable

getProvenance

Methods inherited from interface java.lang.Iterable

forEach, iterator, spliterator

Method Detail

getOutputFactory

OutputFactory<T> getOutputFactory()

Returns the OutputFactory associated with this Output subclass.

Returns:

The output factory.