| 1 | n/a | import time |
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| 2 | n/a | import random |
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| 3 | n/a | |
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| 4 | n/a | from multiprocessing import Process, Queue, current_process, freeze_support |
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| 5 | n/a | |
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| 6 | n/a | # |
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| 7 | n/a | # Function run by worker processes |
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| 8 | n/a | # |
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| 9 | n/a | |
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| 10 | n/a | def worker(input, output): |
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| 11 | n/a | for func, args in iter(input.get, 'STOP'): |
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| 12 | n/a | result = calculate(func, args) |
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| 13 | n/a | output.put(result) |
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| 14 | n/a | |
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| 15 | n/a | # |
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| 16 | n/a | # Function used to calculate result |
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| 17 | n/a | # |
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| 18 | n/a | |
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| 19 | n/a | def calculate(func, args): |
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| 20 | n/a | result = func(*args) |
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| 21 | n/a | return '%s says that %s%s = %s' % \ |
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| 22 | n/a | (current_process().name, func.__name__, args, result) |
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| 23 | n/a | |
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| 24 | n/a | # |
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| 25 | n/a | # Functions referenced by tasks |
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| 26 | n/a | # |
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| 27 | n/a | |
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| 28 | n/a | def mul(a, b): |
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| 29 | n/a | time.sleep(0.5*random.random()) |
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| 30 | n/a | return a * b |
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| 31 | n/a | |
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| 32 | n/a | def plus(a, b): |
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| 33 | n/a | time.sleep(0.5*random.random()) |
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| 34 | n/a | return a + b |
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| 35 | n/a | |
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| 36 | n/a | # |
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| 37 | n/a | # |
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| 38 | n/a | # |
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| 39 | n/a | |
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| 40 | n/a | def test(): |
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| 41 | n/a | NUMBER_OF_PROCESSES = 4 |
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| 42 | n/a | TASKS1 = [(mul, (i, 7)) for i in range(20)] |
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| 43 | n/a | TASKS2 = [(plus, (i, 8)) for i in range(10)] |
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| 44 | n/a | |
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| 45 | n/a | # Create queues |
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| 46 | n/a | task_queue = Queue() |
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| 47 | n/a | done_queue = Queue() |
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| 48 | n/a | |
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| 49 | n/a | # Submit tasks |
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| 50 | n/a | for task in TASKS1: |
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| 51 | n/a | task_queue.put(task) |
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| 52 | n/a | |
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| 53 | n/a | # Start worker processes |
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| 54 | n/a | for i in range(NUMBER_OF_PROCESSES): |
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| 55 | n/a | Process(target=worker, args=(task_queue, done_queue)).start() |
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| 56 | n/a | |
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| 57 | n/a | # Get and print results |
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| 58 | n/a | print('Unordered results:') |
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| 59 | n/a | for i in range(len(TASKS1)): |
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| 60 | n/a | print('\t', done_queue.get()) |
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| 61 | n/a | |
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| 62 | n/a | # Add more tasks using `put()` |
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| 63 | n/a | for task in TASKS2: |
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| 64 | n/a | task_queue.put(task) |
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| 65 | n/a | |
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| 66 | n/a | # Get and print some more results |
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| 67 | n/a | for i in range(len(TASKS2)): |
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| 68 | n/a | print('\t', done_queue.get()) |
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| 69 | n/a | |
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| 70 | n/a | # Tell child processes to stop |
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| 71 | n/a | for i in range(NUMBER_OF_PROCESSES): |
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| 72 | n/a | task_queue.put('STOP') |
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| 73 | n/a | |
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| 74 | n/a | |
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| 75 | n/a | if __name__ == '__main__': |
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| 76 | n/a | freeze_support() |
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| 77 | n/a | test() |
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