2024-heraklion-parallel-python/exercises/exerciseA/plot.py
2024-08-30 12:15:44 +03:00

26 lines
693 B
Python

import os
import numpy as np
import matplotlib.pyplot as plt
# IO: This loads the timings for you
threads, timings = [], []
for file in os.listdir('timings'):
with open(f'timings/{file}', 'r') as f:
n, t = f.read().strip().split(',')
if n != 'None':
threads.append(int(n))
timings.append(float(t))
threads = np.array(threads)
timings = np.array(timings)
print('This is the data I loaded: threads =', threads, ', timings =',timings)
fig, axs = plt.subplots()
axs.scatter(x=threads, y=timings, color = 'hotpink', marker = '*')
axs.set_xlabel('Number of threads')
axs.set_ylabel('Timing [s]')
axs.grid()
plt.savefig('threads_v_timings', dpi=300)