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import numpy as np
import matplotlib.path as mpath
import matplotlib.patches as mpatches
import matplotlib.pyplot as plt
Path = mpath.Path
fig = plt.figure()
ax = fig.add_subplot(111)
pp1 = mpatches.PathPatch(
Path([(0, 0), (1, 0), (1, 1), (0, 0)],
[Path.MOVETO, Path.CURVE3, Path.CURVE3, Path.CLOSEPOLY]),
fc="none", transform=ax.transData)
ax.add_patch(pp1)
ax.plot([0.75], [0.25], "ro")
ax.set_title('The red point should be on the path')
plt.draw()