The Python Oracle

Quiver matplotlib : arrow with the same sizes

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Chapters
00:00 Quiver Matplotlib : Arrow With The Same Sizes
00:28 Accepted Answer Score 7
01:08 Thank you

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Full question
https://stackoverflow.com/questions/6092...

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Tags
#python #matplotlib #normalize

#avk47



ACCEPTED ANSWER

Score 7


Not sure if there is a way to do this by explicitly providing a kwarg to plt.quiver, but a quick work around would be like this:

original plot

x = np.arange(10)
y = np.arange(10)
xx, yy = np.meshgrid(x,y)
u = np.random.uniform(low=-1, high=1, size=(10,10))
v = np.random.uniform(low=-1, high=1, size=(10,10))
plt.quiver(xx, yy, u, v)

original

normalized plot

r = np.power(np.add(np.power(u,2), np.power(v,2)),0.5) #could do (u**2+v**2)**0.5, other ways...
plt.quiver(xx, yy, u/r, v/r)

enter image description here

this just normalizes the u and v components of the vector by the magnitude of the vector, thereby maintaining the proper direction, but scaling down the magnitude of each arrow to 1