tqdm update with apply_async in multiprocessing code example
Example: tqdm update with apply_async in multiprocessing
import time
import random
from multiprocessing import Pool
from tqdm import tqdm
def myfunc(a):
time.sleep(random.random())
return a ** 2
pool = Pool(2)
'''
for _ in tqdm(pool.imap_unordered(myfunc, range(100)), total=100):
pass
'''
pbar = tqdm(total=100)
def update(*a):
pbar.update()
# tqdm.write(str(a))
for i in range(pbar.total):
pool.apply_async(myfunc, args=(i,), callback=update)
# tqdm.write('scheduled')
pool.close()
pool.join()