cours_progra/17nov/displayCpu.py

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2022-11-24 09:48:10 +01:00
"""Pour executer ce script, vous devez installer matplotlib"""
import matplotlib.pyplot as plt
import itertools
class CpuPlot(object):
def __init__(self, n):
"""
Initialize an object that will be used to display data points on the
screen.
n -- An array of x-values.
"""
self.n = n
self.courbes = []
self.labels = []
def prepare(self, data, label=None):
"""
Add a data points.
"""
self.courbes.append(data)
self.labels.append(label)
def reset(self):
"""
Reset data points. Note that x-values are keeped.
"""
self.courbes = []
def draw(self):
"""
Draw the data points on the screen.
"""
plt.xlim(max(0, min(self.n) - 5), max(self.n) + 5)
plt.ylim(0, max([max(t) for t in self.courbes]) + 5)
plt.xlabel('input size')
plt.ylabel('milliseconds')
plt.title('CPU time charts')
color = itertools.cycle('bgrcmyk')
for i, t in enumerate(self.courbes):
if self.labels[i] is None:
plt.plot(self.n, t, '%s-o' % next(color),
label='Data points %d' % i)
else:
plt.plot(self.n, t, '%s-o' % next(color),
label=self.labels[i])
plt.legend()
plt.show()
if __name__ == '__main__':
# Create a CpuPlot object for x-values 10, 20, 30, 40
afficheur = CpuPlot([10, 20, 30, 40])
# Add two sets of data points
afficheur.prepare([1.1, 2.4, 2.8, 4.1], "Points 1")
afficheur.prepare([1.2, 4.5, 8.4, 16.5])
# Display
afficheur.draw()
# Don't exit too fast
input("Press [Enter] to exit.")