Package weka.knowledgeflow.steps

Interface Step

All Known Implementing Classes:
AlterRelationName, Appender, ASEvaluator, ASSearchStrategy, Associator, AttributeSummarizer, BaseSimpleDataVisualizer, BaseStep, Block, BoundaryPlotter, ClassAssigner, Classifier, ClassifierPerformanceEvaluator, ClassValuePicker, Clusterer, ClustererPerformanceEvaluator, CostBenefitAnalysis, CrossValidationFoldMaker, DataGenerator, DataGrid, DataVisualizer, Dummy, ExecuteProcess, Filter, FlowByExpression, GetDataFromResult, GraphViewer, ImageSaver, ImageViewer, IncrementalClassifierEvaluator, InstanceStreamToBatchMaker, Job, Join, Loader, MakeResourceIntensive, MemoryBasedDataSource, ModelPerformanceChart, Note, PredictionAppender, Saver, ScatterPlotMatrix, SendToPerspective, SerializedModelSaver, SetPropertiesFromEnvironment, SetVariables, Sorter, StorePropertiesInEnvironment, StripChart, SubstringLabeler, SubstringReplacer, TestSetMaker, TextSaver, TextViewer, TrainingSetMaker, TrainTestSplitMaker, WekaAlgorithmWrapper, WriteDataToResult, WriteWekaLog
public interface Step
Client API for Knowledge Flow steps. Typically, an implementation would extend BaseStep. A minimal subset of the methods in this class that a simple implementation extending BaseStep would need to address is also specified in the BaseStepExtender interface.
Version:
$Revision: $
Author:
Mark Hall (mhall{[at]}pentaho{[dot]}com)
See Also:

  • Method Details

    • getStepManager

      StepManager getStepManager()
      Get the step manager in use with this step
      Returns:
      the step manager

    • setStepManager

      void setStepManager(StepManager manager)
      Set the step manager to use with this step. The execution environment will call this method to provide a StepManager.
      Parameters:
      manager - the step manager to use

    • getName

      String getName()
      Get the name of this step
      Returns:
      the name of this step

    • setName

      void setName(String name)
      Set the name for this step
      Parameters:
      name - the name for this step

    • stepInit

      void stepInit() throws WekaException
      Initialize the step.
      Throws:
      WekaException - if a problem occurs during initialization

    • getIncomingConnectionTypes

      List<String> getIncomingConnectionTypes()
      Get a list of incoming connection types that this step can accept. Ideally (and if appropriate), this should take into account the state of the step and any existing incoming connections. E.g. a step might be able to accept one (and only one) incoming batch data connection.
      Returns:
      a list of incoming connections that this step can accept given its current state

    • getOutgoingConnectionTypes

      List<String> getOutgoingConnectionTypes()
      Get a list of outgoing connection types that this step can produce. Ideally (and if appropriate), this should take into account the state of the step and the incoming connections. E.g. depending on what incoming connection is present, a step might be able to produce a trainingSet output, a testSet output or neither, but not both.
      Returns:
      a list of outgoing connections that this step can produce

    • start

      void start() throws WekaException
      Start executing (if this component is a start point)
      Throws:
      WekaException - if a problem occurs

    • stop

      void stop()
      Request a stop to all processing by this step (as soon as possible)

    • processIncoming

      void processIncoming(Data data) throws WekaException
      Process an incoming data payload (if the step accepts incoming connections)
      Parameters:
      data - the data to process
      Throws:
      WekaException - if a problem occurs

    • outputStructureForConnectionType

      Instances outputStructureForConnectionType(String connectionName) throws WekaException
      If possible, get the output structure for the named connection type as a header-only set of instances. Can return null if the specified connection type is not representable as Instances or cannot be determined at present.
      Parameters:
      connectionName - the name of the connection type to get the output structure for
      Returns:
      the output structure as a header-only Instances object
      Throws:
      WekaException - if a problem occurs

    • outputStructureForConnectionType

      Instances outputStructureForConnectionType(String connectionName, Environment env) throws WekaException
      If possible, get the output structure for the named connection type as a header-only set of instances. Can return null if the specified connection type is not representable as Instances or cannot be determined at present.
      Parameters:
      connectionName - the name of the connection type to get the output structure for
      env - Environment variables
      Returns:
      the output structure as a header-only Instances object
      Throws:
      WekaException - if a problem occurs

    • getCustomEditorForStep

      String getCustomEditorForStep()
      Return the fully qualified name of a custom editor component (JComponent) to use for editing the properties of the step. This method can return null, in which case the system will dynamically generate an editor using the GenericObjectEditor
      Returns:
      the fully qualified name of a step editor component

    • getInteractiveViewers

      Map<String,String> getInteractiveViewers()
      When running in a graphical execution environment a step can make one or more popup Viewer components available. These might be used to display results, graphics etc. Returning null indicates that the step has no such additional graphical views. The map returned by this method should be keyed by action name (e.g. "View results"), and values should be fully qualified names of the corresponding StepInteractiveView implementation. Furthermore, the contents of this map can (and should) be dependent on whether a particular viewer should be made available - i.e. if execution hasn't occurred yet, or if a particular incoming connection type is not present, then it might not be possible to view certain results. Viewers can implement StepInteractiveView directly (in which case they need to extends JPanel), or extends the AbstractInteractiveViewer class. The later extends JPanel, uses a BorderLayout, provides a "Close" button and a method to add additional buttons.
      Returns:
      a map of viewer component names, or null if this step has no graphical views

    • getInteractiveViewersImpls

      Map<String,StepInteractiveViewer> getInteractiveViewersImpls()
      An alternative to getStepInteractiveViewers that returns a Map of instantiated StepInteractiveViewer objects. Generally, getInteractiveViewers() is the preferred mechanism to specify any interactive viewers, as it does not require Steps to import and instantiate GUI classes. However, in some cases it might be unavoidable (e.g. Groovy script compilation involves custom classloaders), in these cases this method can be used instead.
      Returns:
      a map of instantiated instances of StepInteractiveViewers

    • getDefaultSettings

      Defaults getDefaultSettings()
      Get default settings for the step (if any). Returning null indicates that the step has no user-editable defaults.
      Returns:
      the default settings