镜子

例如,使用鼠标事件模拟用于检查数据的镜子。

镜子示例

  1. import numpy as np
  2. import matplotlib.pyplot as plt
  3. import matplotlib.patches as patches
  4. # Fixing random state for reproducibility
  5. np.random.seed(19680801)
  6. x, y = np.random.rand(2, 200)
  7. fig, ax = plt.subplots()
  8. circ = patches.Circle((0.5, 0.5), 0.25, alpha=0.8, fc='yellow')
  9. ax.add_patch(circ)
  10. ax.plot(x, y, alpha=0.2)
  11. line, = ax.plot(x, y, alpha=1.0, clip_path=circ)
  12. ax.set_title("Left click and drag to move looking glass")
  13. class EventHandler(object):
  14. def __init__(self):
  15. fig.canvas.mpl_connect('button_press_event', self.onpress)
  16. fig.canvas.mpl_connect('button_release_event', self.onrelease)
  17. fig.canvas.mpl_connect('motion_notify_event', self.onmove)
  18. self.x0, self.y0 = circ.center
  19. self.pressevent = None
  20. def onpress(self, event):
  21. if event.inaxes != ax:
  22. return
  23. if not circ.contains(event)[0]:
  24. return
  25. self.pressevent = event
  26. def onrelease(self, event):
  27. self.pressevent = None
  28. self.x0, self.y0 = circ.center
  29. def onmove(self, event):
  30. if self.pressevent is None or event.inaxes != self.pressevent.inaxes:
  31. return
  32. dx = event.xdata - self.pressevent.xdata
  33. dy = event.ydata - self.pressevent.ydata
  34. circ.center = self.x0 + dx, self.y0 + dy
  35. line.set_clip_path(circ)
  36. fig.canvas.draw()
  37. handler = EventHandler()
  38. plt.show()

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