ChartDirector 7.0 (Python Edition)

Wafer Map




This example demonstrates creating a wafer map.

A wafer map is a discrete heat map with a circular border. (A contour chart can also be used for some applications.) It is called a wafer map because it is frequently used in the semiconductor industry to visualize properties of semiconductor wafers.

This example is similar to Discrete Heat Map. The circular shape is achieved by setting the cells outside the circle to NoValue to disable them.

Source Code Listing

pythondemo\wafermap.py
#!/usr/bin/python # The ChartDirector for Python module is assumed to be in "../lib" import sys, os sys.path.insert(0, os.path.join(os.path.abspath(sys.path[0]), "..", "lib")) from pychartdir import * # The diameter of the wafer diameter = 20 radius = diameter / 2.0 # The random data array are for a square grid of 20 x 20 cells r = RanSeries(2) zData = r.get2DSeries(diameter, diameter, 0, 100) # We remove cells that are outside the wafer circle by setting them to NoValue for i in range(0, len(zData)) : x = i % diameter + 0.5 y = (i - x) / diameter + 0.5 if (x - radius) * (x - radius) + (y - radius) * (y - radius) > radius * radius : zData[i] = NoValue # Create an XYChart object of size 520 x 480 pixels. c = XYChart(520, 480) # Add a title the chart with 15pt Arial Bold font c.addTitle("Wafer Map Demonstration", "Arial Bold", 15) # Set the plotarea at (50, 40) and of size 400 x 400 pixels. Set the backgound and border to # transparent. Set both horizontal and vertical grid lines to light grey. (0xdddddd) p = c.setPlotArea(50, 40, 400, 400, -1, -1, Transparent, 0xdddddd, 0xdddddd) # Create a discrete heat map with 20 x 20 cells layer = c.addDiscreteHeatMapLayer(zData, diameter) # Set the x-axis scale. Use 8pt Arial Bold font. Set axis color to transparent, so only the labels # visible. Set 0.5 offset to position the labels in between the grid lines. c.xAxis().setLinearScale(0, diameter, 1) c.xAxis().setLabelStyle("Arial Bold", 8) c.xAxis().setColors(Transparent, TextColor) c.xAxis().setLabelOffset(0.5) # Set the y-axis scale. Use 8pt Arial Bold font. Set axis color to transparent, so only the labels # visible. Set 0.5 offset to position the labels in between the grid lines. c.yAxis().setLinearScale(0, diameter, 1) c.yAxis().setLabelStyle("Arial Bold", 8) c.yAxis().setColors(Transparent, TextColor) c.yAxis().setLabelOffset(0.5) # Position the color axis 20 pixels to the right of the plot area and of the same height as the plot # area. Put the labels on the right side of the color axis. Use 8pt Arial Bold font for the labels. cAxis = layer.setColorAxis(p.getRightX() + 20, p.getTopY(), TopLeft, p.getHeight(), Right) cAxis.setLabelStyle("Arial Bold", 8) # Output the chart c.makeChart("wafermap.png")