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Category:CAD software for Linux
Category:CAD software for MacOSQ:
How can I plot a function that takes an array as input with python matplotlib?
I have a function that takes an array as input, for example, [0, 1, 2] (the array size is always fixed).
I want to plot it with matplotlib, but I'm not sure how to do it. How can I do it?
I have the following code:
import numpy as np
import matplotlib.pyplot as plt
def func(i):
# i is an array in which every element is a number from 1 to 20
return i + 1
# plot a horizontal line at x=0
plt.plot([], [0], 'r-')
# plot function and use title
plt.plot(np.array([1, 1, 1]), func(i), 'g-', label='a function')
plt.plot(np.array([2, 2, 2]), func(i), 'g-', label='a function')
plt.plot(np.array([3, 3, 3]), func(i), 'g-', label='a function')
plt.xlabel('x')
plt.ylabel('y')
# adjust axis limits
plt.gca().xlim([0, 3])
A:
You can plot arrays in matplotlib.
See this documentation.
For your example:
import numpy as np
import matplotlib.pyplot as plt
x = np.array([1, 1, 1, 2, 2, 2, 3, 3, 3])
y = np.array([1, 1, 1, 2, 2, 2, 3, 3, 3])
plt.plot(x, y, 'g-', label='a function')
I recommend reading matplotlib's tutorial.
(in my opinion, it's the best tutorial in the python world)
Calder