Package 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, CheckerboardDataSource, ColumnarDataSource, ConcentricCirclesDataSource, CSVDataSource, DemoLabelDataSource, DirectoryFileSource, GaussianAnomalyDataSource, GaussianClusterDataSource, GaussianDataSource, GaussianLabelDataSource, IDXDataSource, InterlockingCrescentsDataSource, JsonDataSource, LibSVMDataSource, ListDataSource, MultiLabelGaussianDataSource, NoisyInterlockingCrescentsDataSource, 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
    Description
    OutputFactory<T>
    getOutputFactory()
    Returns the OutputFactory associated with this Output subclass.

    Methods inherited from interface java.lang.Iterable

    forEach, iterator, spliterator

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

    getProvenance

  • Method Details

    • getOutputFactory

      OutputFactory<T> getOutputFactory()
      Returns the OutputFactory associated with this Output subclass.
      Returns:
      The output factory.