attributepanel.java

一个数据挖掘软件ALPHAMINERR的整个过程的JAVA版源代码

      if (barC == null) {
	/*
	System.err.println("Warning: no configuration property found in "
			   +VisualizeUtils.PROPERTY_FILE
			   +" for "+barKey);
	*/
      } else {
	//System.err.println("Setting attribute bar colour to: "+barC);
	m_barColour = VisualizeUtils.processColour(barC, m_barColour);
      }
    }
  }
 
  /**
   * This constructs an attributePanel.
   */
  public AttributePanel() {
    setProperties();
    this.setBackground(Color.blue);
    setVerticalScrollBarPolicy(VERTICAL_SCROLLBAR_ALWAYS);
    m_colorList = new FastVector(10);

    for (int noa = m_colorList.size(); noa < 10; noa++) {
      Color pc = m_DefaultColors[noa % 10];
      int ija =  noa / 10;
      ija *= 2; 
      for (int j=0;j<ija;j++) {
	pc = pc.darker();
      }
      
      m_colorList.addElement(pc);
    }
  }

  /**
   * Add a listener to the list of things listening to this panel
   * @param a the listener to notify when attribute bars are clicked on
   */
  public void addAttributePanelListener(AttributePanelListener a) {
    m_Listeners.addElement(a);
  }
  
  /**
   * Set the index of the attribute by which to colour the data. Updates
   * the number of entries in the colour list if there are more values
   * for this new attribute than previous ones.
   * @param c the index of the attribute to colour on
   * @param h maximum value of this attribute
   * @param l minimum value of this attribute
   */
  public void setCindex(int c, double h, double l) {
    m_cIndex = c;
    m_maxC = h;
    m_minC = l;
    
    if (m_span != null) {
      if (m_plotInstances.numAttributes() > 0 &&
	  m_cIndex < m_plotInstances.numAttributes()) {
	if (m_plotInstances.attribute(m_cIndex).isNominal()) {
	  if (m_plotInstances.attribute(m_cIndex).numValues() > 
	    m_colorList.size()) {
	    extendColourMap();
	  }
	}
      }
      this.repaint();
    }
  }

  /**
   * Set the index of the attribute by which to colour the data. Updates
   * the number of entries in the colour list if there are more values
   * for this new attribute than previous ones.
   * @param c the index of the attribute to colour on
   */
  public void setCindex(int c) {
    m_cIndex = c;
    /*    m_maxC = h;
	  m_minC = l; */

    if (m_span != null) {
      if (m_cIndex < m_plotInstances.numAttributes() && 
	  m_plotInstances.attribute(m_cIndex).isNumeric()) {
	double min=Double.POSITIVE_INFINITY;
	double max=Double.NEGATIVE_INFINITY;
	double value;

	for (int i=0;i<m_plotInstances.numInstances();i++) {
	  if (!m_plotInstances.instance(i).isMissing(m_cIndex)) {
	    value = m_plotInstances.instance(i).value(m_cIndex);
	    if (value < min) {
	      min = value;
	    }
	    if (value > max) {
	      max = value;
	    }
	  }
	}
    
	m_minC = min; m_maxC = max;
      } else {
	if (m_plotInstances.attribute(m_cIndex).numValues() > 
	    m_colorList.size()) {
	  extendColourMap();
	}
      }
    
      this.repaint();
    }
  }

  /**
   * Adds more colours to the colour list
   */
  private void extendColourMap() {
    if (m_plotInstances.attribute(m_cIndex).isNominal()) {
      for (int i = m_colorList.size(); 
	   i < m_plotInstances.attribute(m_cIndex).numValues();
	   i++) {
	Color pc = m_DefaultColors[i % 10];
	int ija =  i / 10;
	ija *= 2; 
	for (int j=0;j<ija;j++) {
	  pc = pc.brighter();
	}
	
	m_colorList.addElement(pc);
      }
    }
  }

  /**
   * Sets a list of colours to use for colouring data points
   * @param cols a list of java.awt.Color
   */
  public void setColours(FastVector cols) {
    m_colorList = cols;
  }

  /** 
   * This sets the instances to be drawn into the attribute panel
   * @param ins The instances.
   */
  public void setInstances(Instances ins) throws Exception {
    if (ins.numAttributes() > 512) {
      throw new Exception("Can't display more than 512 attributes!");
    }

    if (m_span == null) {
      m_span = new JPanel() {
	  public void paintComponent(Graphics gx) {
	    super.paintComponent(gx);
	    gx.setColor(Color.red);
	    if (m_yIndex != m_xIndex) {
	      gx.drawString("X", 5, m_xIndex * 20 + 16);
	      gx.drawString("Y", 5, m_yIndex * 20 + 16);
	    }
	    else {
	      gx.drawString("B", 5, m_xIndex * 20 + 16);
	    }
	  }
	};
    }

    m_span.removeAll();
    m_plotInstances = ins;
    if (ins.numInstances() > 0 && ins.numAttributes() > 0) {
      JPanel padder = new JPanel();
      JPanel padd2 = new JPanel();
      
      /*    if (m_splitListener != null) {
	    m_plotInstances.randomize(new Random());
	    } */

      m_heights = new int[ins.numInstances()];

      m_cIndex = ins.numAttributes() - 1;
      for (int noa = 0; noa < ins.numInstances(); noa++) {
	m_heights[noa] = (int)(Math.random() * 19);
      }
      m_span.setPreferredSize(new Dimension(m_span.getPreferredSize().width, 
					    (m_cIndex + 1) * 20));
      m_span.setMaximumSize(new Dimension(m_span.getMaximumSize().width, 
					  (m_cIndex + 1) * 20));
      AttributeSpacing tmp;
      
      GridBagLayout gb = new GridBagLayout();
      GridBagLayout gb2 = new GridBagLayout();
      GridBagConstraints constraints = new GridBagConstraints();
      


      padder.setLayout(gb);
      m_span.setLayout(gb2);
      constraints.anchor = GridBagConstraints.CENTER;
      constraints.gridx=0;constraints.gridy=0;constraints.weightx=5;
      constraints.fill = GridBagConstraints.HORIZONTAL;
      constraints.gridwidth=1;constraints.gridheight=1;
      constraints.insets = new Insets(0, 0, 0, 0);
      padder.add(m_span, constraints);
      constraints.gridx=0;constraints.gridy=1;constraints.weightx=5;
      constraints.fill = GridBagConstraints.BOTH;
      constraints.gridwidth=1;constraints.gridheight=1;constraints.weighty=5;
      constraints.insets = new Insets(0, 0, 0, 0);
      padder.add(padd2, constraints);
      constraints.weighty=0;
      setViewportView(padder);
      //getViewport().setLayout(null);
      //m_span.setMinimumSize(new Dimension(100, (m_cIndex + 1) * 24));
      //m_span.setSize(100, (m_cIndex + 1) * 24);
      constraints.anchor = GridBagConstraints.CENTER;
      constraints.gridx=0;constraints.gridy=0;constraints.weightx=5;
      constraints.fill = GridBagConstraints.HORIZONTAL;
      constraints.gridwidth=1;constraints.gridheight=1;constraints.weighty=5;
      constraints.insets = new Insets(2,20,2,4);

      for (int noa = 0; noa < ins.numAttributes(); noa++) {
	tmp = new AttributeSpacing(ins.attribute(noa), noa);
	 
	constraints.gridy = noa;
	m_span.add(tmp, constraints);
      }
    }
  }
    
  /**
   * shows which bar is the current x attribute.
   * @param x The attributes index.
   */
  public void setX(int x) {
    if (m_span != null) {
      m_xIndex = x;
      m_span.repaint();
    }
  }
    
  /**
   * shows which bar is the current y attribute.
   * @param y The attributes index.
   */
  public void setY(int y) {
    if (m_span != null) {
      m_yIndex = y;
      m_span.repaint();
    }
  }

  /**
   * Main method for testing this class.
   * @param args first argument should be an arff file. Second argument
   * can be an optional class col
   */
  public static void main(String [] args) {
    try {
      if (args.length < 1) {
	System.err.println("Usage : weka.gui.visualize.AttributePanel "
			   +"<dataset> [class col]");
	System.exit(1);
      }
      final javax.swing.JFrame jf = 
	new javax.swing.JFrame("Weka Explorer: Attribute");
      jf.setSize(100,100);
      jf.getContentPane().setLayout(new BorderLayout());
      final AttributePanel p2 = new AttributePanel();
      p2.addAttributePanelListener(new AttributePanelListener() {
	  public void attributeSelectionChange(AttributePanelEvent e) {
	    if (e.m_xChange) {
	      System.err.println("X index changed to : "+e.m_indexVal);
	    } else {
	      System.err.println("Y index changed to : "+e.m_indexVal);
	    }
	  }
	});
      jf.getContentPane().add(p2, BorderLayout.CENTER);
      jf.addWindowListener(new java.awt.event.WindowAdapter() {
	  public void windowClosing(java.awt.event.WindowEvent e) {
	    jf.dispose();
	    System.exit(0);
	  }
	});
      if (args.length >= 1) {
	System.err.println("Loading instances from " + args[0]);
	java.io.Reader r = new java.io.BufferedReader(
			   new java.io.FileReader(args[0]));
	Instances i = new Instances(r);
	i.setClassIndex(i.numAttributes()-1);
	p2.setInstances(i);
      }
      if (args.length > 1) {
	p2.setCindex((Integer.parseInt(args[1]))-1);
      } else {
	p2.setCindex(0);
      }
      jf.setVisible(true);
    } catch (Exception ex) {
       ex.printStackTrace();
       System.err.println(ex.getMessage());
     }
  }
}