wia/code/escape_python.py

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import timeit
import numpy as np
import matplotlib.pyplot as plt
def escape(z, c, maximum: int, bounds: float):
i = 0
while abs(z) < bounds and i < maximum:
z = z ** 2 + c
i += 1
return i
maxima = 100
v_escape = np.vectorize(escape)
def grid(n):
return np.array([[ complex(a,b) for b in np.linspace(-2, 2, num=n)] for a in np.linspace(-2, 2, num=n)], dtype=np.csingle)
def calculate(grid, i):
return v_escape(0, grid, i, 2)
samples = np.zeros(maxima)
for i in range(2,maxima+1):
cgrid = grid(i)
duration = min(timeit.Timer(lambda : calculate(cgrid, 10)).repeat(10, 10))
samples[i-1] = duration
print(i)
plt.grid(visible=True)
plt.plot(samples, label="python")
#plt.plot(, label ="julia")
plt.legend()
plt.xlabel("Rastergröße n")
plt.ylabel("Zeit in Sekunden")
plt.show()
print(",".join(map(str, samples)))