Revision: 7515
http://matplotlib.svn.sourceforge.net/matplotlib/?rev=7515&view=rev
Author: ryanmay
Date: 2009-08-21 17:39:46 +0000 (Fri, 21 Aug 2009)
Log Message:
-----------
Add an example showing how to dynamically resample for plotting using event
handling.
Added Paths:
-----------
trunk/matplotlib/examples/event_handling/resample.py
Added: trunk/matplotlib/examples/event_handling/resample.py
===================================================================
--- trunk/matplotlib/examples/event_handling/resample.py
(rev 0)
+++ trunk/matplotlib/examples/event_handling/resample.py 2009-08-21
17:39:46 UTC (rev 7515)
@@ -0,0 +1,53 @@
+import numpy as np
+import matplotlib.pyplot as plt
+from scikits.audiolab import wavread
+
+# A class that will downsample the data and recompute when zoomed.
+class DataDisplayDownsampler(object):
+ def __init__(self, xdata, ydata):
+ self.origYData = ydata
+ self.origXData = xdata
+ self.numpts = 3000
+ self.delta = xdata[-1] - xdata[0]
+
+ def resample(self, xstart, xend):
+ # Very simple downsampling that takes the points within the range
+ # and picks every Nth point
+ mask = (self.origXData > xstart) & (self.origXData < xend)
+ xdata = self.origXData[mask]
+ ratio = int(xdata.size / self.numpts) + 1
+ xdata = xdata[::ratio]
+
+ ydata = self.origYData[mask]
+ ydata = ydata[::ratio]
+
+ return xdata, ydata
+
+ def update(self, ax):
+ # Update the line
+ lims = ax.viewLim
+ if np.abs(lims.width - self.delta) > 1e-8:
+ self.delta = lims.width
+ xstart, xend = lims.intervalx
+ self.line.set_data(*self.downsample(xstart, xend))
+ ax.figure.canvas.draw_idle()
+
+# Read data
+data = wavread('/usr/share/sounds/purple/receive.wav')[0]
+ydata = np.tile(data[:, 0], 100)
+xdata = np.arange(ydata.size)
+
+d = DataDisplayDownsampler(xdata, ydata)
+
+fig = plt.figure()
+ax = fig.add_subplot(1, 1, 1)
+
+#Hook up the line
+xdata, ydata = d.downsample(xdata[0], xdata[-1])
+d.line, = ax.plot(xdata, ydata)
+ax.set_autoscale_on(False) # Otherwise, infinite loop
+
+# Connect for changing the view limits
+ax.callbacks.connect('xlim_changed', d.update)
+
+plt.show()
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