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The Waikato Environment for Knowledge Analysis (WEKA), a machine
learning workbench. This version represents the developer version, the
"bleeding edge" of development, you could say. New functionality gets added
to this version.
/*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see .
*/
/*
* BaseStep.java
* Copyright (C) 2015 University of Waikato, Hamilton, New Zealand
*
*/
package weka.knowledgeflow.steps;
import weka.core.Defaults;
import weka.core.Instances;
import weka.core.WekaException;
import weka.gui.ProgrammaticProperty;
import weka.gui.knowledgeflow.StepInteractiveViewer;
import weka.knowledgeflow.Data;
import weka.knowledgeflow.LoggingLevel;
import weka.knowledgeflow.StepManager;
import weka.knowledgeflow.StepManagerImpl;
import java.io.Serializable;
import java.lang.annotation.Annotation;
import java.util.Map;
/**
* Base class for implementations of Step to use. Provides handy functions that
* automatically setup the step's name and "about" info, provide access to the
* step's StepManager and for resolving environment variables.
*
* @author Mark Hall (mhall{[at]}pentaho{[dot]}com)
* @version $Revision: $
*/
public abstract class BaseStep implements Step, BaseStepExtender, Serializable {
private static final long serialVersionUID = -1595753549991953141L;
/** The name of this step component */
protected String m_stepName = "";
/** The step manager to use */
protected transient StepManager m_stepManager;
/** True if the step is resource (cpu/memory) intensive */
protected boolean m_stepIsResourceIntensive;
/**
* Constructor
*/
public BaseStep() {
String clazzName = this.getClass().getCanonicalName();
clazzName = clazzName.substring(clazzName.lastIndexOf(".") + 1);
setName(clazzName);
Annotation[] annotations = this.getClass().getAnnotations();
for (Annotation a : annotations) {
if (a instanceof KFStep) {
String name = ((KFStep) a).name();
if (name.length() > 0) {
setName(name);
break;
}
}
}
}
/**
* Attempt to get default "about" information for this step by grabbing the
* toolTip from the KFStep annotation.
*
* @return a default "about" info string if this step uses the KFStep
* annotation and null otherwise. Subclasses should override to
* provide more comprehensive about info
*/
public String globalInfo() {
Annotation[] annotations = this.getClass().getAnnotations();
for (Annotation a : annotations) {
if (a instanceof KFStep) {
return ((KFStep) a).toolTipText();
}
}
return null;
}
/**
* Get the step manager for this step
*
* @return the step manager for this step
*/
@NotPersistable
@Override
public StepManager getStepManager() {
return m_stepManager;
}
/**
* Set the step manager for this step
*
* @param manager the step manager to use
*/
@Override
public void setStepManager(StepManager manager) {
m_stepManager = manager;
}
/**
* Set whether this step is resource intensive (cpu/memory) or not. This
* affects which executor service is used to execute the step's processing.
*
* @param isResourceIntensive true if this step is resource intensive.
*/
@ProgrammaticProperty
public void setStepIsResourceIntensive(boolean isResourceIntensive) {
getStepManager().setStepIsResourceIntensive(isResourceIntensive);
}
/**
* Get whether this step is resource intensive (cpu/memory) or not.
*
* @return true if this step is resource intensive
*/
public boolean isResourceIntensive() {
return getStepManager().stepIsResourceIntensive();
}
/**
* Set whether this step must run single threaded. I.e. on an executor
* service which has only one worker thread, thus effectively preventing
* more than one copy of the step executing at any one time.
*
* @param mustRunSingleThreaded true if the step must run single threaded
*/
@ProgrammaticProperty
public void setStepMustRunSingleThreaded(boolean mustRunSingleThreaded) {
getStepManager().setStepMustRunSingleThreaded(mustRunSingleThreaded);
}
/**
* Get whether this step must run single threaded. I.e. on an executor
* service which has only one worker thread, thus effectively preventing
* more than one copy of the step executing at any one time.
*
* @return true if the step must run single threaded
*/
public boolean stepMustRunSingleThreaded() {
return getStepManager().getStepMustRunSingleThreaded();
}
/**
* Get the name of this step
*
* @return the name of this step
*/
@Override
public String getName() {
return m_stepName;
}
/**
* Set the name of this step
*
* @param name the name for this step
*/
@ProgrammaticProperty
@Override
public void setName(String name) {
m_stepName = name;
}
/**
* Start processing. Subclasses should override this method if they can act as
* a start point in a flow.
*
* @throws WekaException if a problem occurs
*/
@Override
public void start() throws WekaException {
// no-op. Subclass should override if it acts as a start point
}
/**
* Request that processing be stopped. Subclasses should call
* {@code isStopRequested()} periodically to see if they should stop
* processing.
*/
@Override
public void stop() {
if (!(this instanceof Note)) {
// don't want any logging or status updates for Notes :-)
getStepManager().statusMessage("INTERRUPTED");
getStepManager().log("Interrupted", LoggingLevel.LOW);
}
// m_stopRequested = true;
((StepManagerImpl) getStepManager()).setStopRequested(true);
// if this step is processing incrementally then this will ensure
// that the busy flag gets set to false. This means that clients
// processing incremental stuff *must* use the throughput update
// mechanism
getStepManager().throughputUpdateEnd();
}
/**
* 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.
*
* @param connectionName the name of the connection type to get the output
* structure for
* @return the output structure as a header-only Instances object
* @throws WekaException if a problem occurs
*/
@Override
public Instances outputStructureForConnectionType(String connectionName)
throws WekaException {
// no-op default
return null;
}
/**
* Process an incoming data payload (if the step accepts incoming connections)
*
* @param data the payload to process
* @throws WekaException if a problem occurs
*/
@Override
public void processIncoming(Data data) throws WekaException {
// no-op. Subclass should override if it accepts incoming data
}
/**
* 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
*
* @return the fully qualified name of a step editor component
*/
@Override
public String getCustomEditorForStep() {
return null;
}
/**
* 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.
*
* @return a map of viewer component names, or null if this step has no
* graphical views
*/
@Override
public Map getInteractiveViewers() {
return null;
}
/**
* 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.
*
* @return a map of instantiated instances of StepInteractiveViewers
*/
@Override
public Map getInteractiveViewersImpls() {
return null;
}
/**
* Get default settings for the step (if any). Returning null indicates that
* the step has no user-editable defaults.
*
* @return the default settings
*/
@Override
public Defaults getDefaultSettings() {
return null;
}
/**
* Convenience method that calls {@code StepManager.isStopRequested()}
*
* @return true if the execution environment has requested processing to stop
*/
public boolean isStopRequested() {
return getStepManager().isStopRequested();
}
/**
* Substitute the values of environment variables in the given string
*
* @param source the source string to substitute in
* @return the source string with all known environment variables resolved
*/
public String environmentSubstitute(String source) {
return getStepManager().environmentSubstitute(source);
}
}
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