Package adams.flow.transformer

Class PrepareFileBasedDataset

  • All Implemented Interfaces:
    AdditionalInformationHandler, ArrayProvider, ClassCrossReference, CleanUpHandler, CrossReference, Destroyable, GlobalInfoSupporter, LoggingLevelHandler, LoggingSupporter, OptionHandler, QuickInfoSupporter, ShallowCopySupporter<Actor>, SizeOfHandler, Stoppable, StoppableWithFeedback, VariablesInspectionHandler, VariableChangeListener, Actor, ArrayProvider, ErrorHandler, InputConsumer, OutputProducer, Serializable, Comparable
    public class PrepareFileBasedDataset
extends AbstractArrayProvider
implements ClassCrossReference
    Processes the incoming files and generates a dataset container.

    See also:
    adams.flow.control.SetContainerValue
    adams.flow.transformer.GenerateFileBasedDataset

    Input/output:
    - accepts:
       java.lang.String[]
    - generates:
       adams.flow.container.FileBasedDatasetContainer


    Container information:
    - adams.flow.container.FileBasedDatasetContainer: Train, Test, Validation, Negative 

    -logging-level <OFF|SEVERE|WARNING|INFO|CONFIG|FINE|FINER|FINEST> (property: loggingLevel)
    The logging level for outputting errors and debugging output.
    default: WARNING
 
    -name <java.lang.String> (property: name)
    The name of the actor.
    default: PrepareFileBasedDataset
 
    -annotation <adams.core.base.BaseAnnotation> (property: annotations)
    The annotations to attach to this actor.
    default:
 
    -skip <boolean> (property: skip)
    If set to true, transformation is skipped and the input token is just forwarded
    as it is.
    default: false
 
    -stop-flow-on-error <boolean> (property: stopFlowOnError)
    If set to true, the flow execution at this level gets stopped in case this
    actor encounters an error; the error gets propagated; useful for critical
    actors.
    default: false
 
    -silent <boolean> (property: silent)
    If enabled, then no errors are output in the console; Note: the enclosing
    actor handler must have this enabled as well.
    default: false
 
    -output-array <boolean> (property: outputArray)
    If enabled, outputs the containers as array rather than one-by-one.
    default: false
 
    -preparation <adams.flow.transformer.preparefilebaseddataset.AbstractFileBasedDatasetPreparation> (property: preparation)
    The preparation scheme to apply to the files.
    default: adams.flow.transformer.preparefilebaseddataset.TrainTestSplit
    Author:
    FracPete (fracpete at waikato dot ac dot nz)
    See Also:
    Serialized Form