Created
February 5, 2021 17:38
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multi process version of the prime number counter from https://www.youtube.com/watch?v=hGyJTcdfR1E
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import multiprocessing as mp | |
import time | |
#max number to look up to | |
max_number = 10000 | |
#four processes per cpu | |
num_processes = mp.cpu_count() * 4 | |
def chunks(seq, chunks): | |
size = len(seq) | |
start = 0 | |
for i in range(1, chunks + 1): | |
stop = i * size // chunks | |
yield seq[start:stop] | |
start = stop | |
def calc_primes(numbers): | |
num_primes = 0 | |
primes = [] | |
#Loop through each number, then through the factors to identify prime numbers | |
for candidate_number in numbers: | |
found_prime = True | |
for div_number in range(2, candidate_number): | |
if candidate_number % div_number == 0: | |
found_prime = False | |
break | |
if found_prime: | |
primes.append(candidate_number) | |
num_primes += 1 | |
return num_primes | |
def main(): | |
#Record the test start time | |
start = time.time() | |
pool = mp.Pool(num_processes) | |
#0 and 1 are not primes | |
parts = chunks(range(2, max_number, 1), 1) | |
#run the calculation | |
results = pool.map(calc_primes, parts) | |
total_primes = sum(results) | |
pool.close() | |
#Once all numbers have been searched, stop the timer | |
end = round(time.time() - start, 2) | |
#Display the results, uncomment the last to list the prime numbers found | |
print('Find all primes up to: ' + str(max_number) + ' using ' + str(num_processes) + ' processes.') | |
print('Time elasped: ' + str(end) + ' seconds') | |
print('Number of primes found ' + str(total_primes)) | |
if __name__ == "__main__": | |
main() |
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