| 1 | n/a | # |
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| 2 | n/a | # Simple benchmarks for the multiprocessing package |
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| 3 | n/a | # |
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| 4 | n/a | # Copyright (c) 2006-2008, R Oudkerk |
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| 5 | n/a | # All rights reserved. |
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| 6 | n/a | # |
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| 7 | n/a | |
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| 8 | n/a | import time |
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| 9 | n/a | import multiprocessing |
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| 10 | n/a | import threading |
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| 11 | n/a | import queue |
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| 12 | n/a | import gc |
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| 13 | n/a | |
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| 14 | n/a | _timer = time.perf_counter |
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| 15 | n/a | |
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| 16 | n/a | delta = 1 |
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| 17 | n/a | |
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| 18 | n/a | |
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| 19 | n/a | #### TEST_QUEUESPEED |
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| 20 | n/a | |
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| 21 | n/a | def queuespeed_func(q, c, iterations): |
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| 22 | n/a | a = '0' * 256 |
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| 23 | n/a | c.acquire() |
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| 24 | n/a | c.notify() |
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| 25 | n/a | c.release() |
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| 26 | n/a | |
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| 27 | n/a | for i in range(iterations): |
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| 28 | n/a | q.put(a) |
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| 29 | n/a | |
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| 30 | n/a | q.put('STOP') |
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| 31 | n/a | |
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| 32 | n/a | def test_queuespeed(Process, q, c): |
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| 33 | n/a | elapsed = 0 |
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| 34 | n/a | iterations = 1 |
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| 35 | n/a | |
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| 36 | n/a | while elapsed < delta: |
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| 37 | n/a | iterations *= 2 |
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| 38 | n/a | |
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| 39 | n/a | p = Process(target=queuespeed_func, args=(q, c, iterations)) |
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| 40 | n/a | c.acquire() |
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| 41 | n/a | p.start() |
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| 42 | n/a | c.wait() |
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| 43 | n/a | c.release() |
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| 44 | n/a | |
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| 45 | n/a | result = None |
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| 46 | n/a | t = _timer() |
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| 47 | n/a | |
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| 48 | n/a | while result != 'STOP': |
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| 49 | n/a | result = q.get() |
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| 50 | n/a | |
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| 51 | n/a | elapsed = _timer() - t |
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| 52 | n/a | |
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| 53 | n/a | p.join() |
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| 54 | n/a | |
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| 55 | n/a | print(iterations, 'objects passed through the queue in', elapsed, 'seconds') |
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| 56 | n/a | print('average number/sec:', iterations/elapsed) |
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| 57 | n/a | |
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| 58 | n/a | |
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| 59 | n/a | #### TEST_PIPESPEED |
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| 60 | n/a | |
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| 61 | n/a | def pipe_func(c, cond, iterations): |
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| 62 | n/a | a = '0' * 256 |
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| 63 | n/a | cond.acquire() |
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| 64 | n/a | cond.notify() |
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| 65 | n/a | cond.release() |
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| 66 | n/a | |
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| 67 | n/a | for i in range(iterations): |
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| 68 | n/a | c.send(a) |
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| 69 | n/a | |
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| 70 | n/a | c.send('STOP') |
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| 71 | n/a | |
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| 72 | n/a | def test_pipespeed(): |
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| 73 | n/a | c, d = multiprocessing.Pipe() |
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| 74 | n/a | cond = multiprocessing.Condition() |
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| 75 | n/a | elapsed = 0 |
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| 76 | n/a | iterations = 1 |
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| 77 | n/a | |
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| 78 | n/a | while elapsed < delta: |
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| 79 | n/a | iterations *= 2 |
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| 80 | n/a | |
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| 81 | n/a | p = multiprocessing.Process(target=pipe_func, |
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| 82 | n/a | args=(d, cond, iterations)) |
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| 83 | n/a | cond.acquire() |
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| 84 | n/a | p.start() |
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| 85 | n/a | cond.wait() |
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| 86 | n/a | cond.release() |
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| 87 | n/a | |
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| 88 | n/a | result = None |
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| 89 | n/a | t = _timer() |
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| 90 | n/a | |
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| 91 | n/a | while result != 'STOP': |
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| 92 | n/a | result = c.recv() |
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| 93 | n/a | |
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| 94 | n/a | elapsed = _timer() - t |
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| 95 | n/a | p.join() |
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| 96 | n/a | |
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| 97 | n/a | print(iterations, 'objects passed through connection in',elapsed,'seconds') |
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| 98 | n/a | print('average number/sec:', iterations/elapsed) |
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| 99 | n/a | |
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| 100 | n/a | |
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| 101 | n/a | #### TEST_SEQSPEED |
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| 102 | n/a | |
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| 103 | n/a | def test_seqspeed(seq): |
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| 104 | n/a | elapsed = 0 |
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| 105 | n/a | iterations = 1 |
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| 106 | n/a | |
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| 107 | n/a | while elapsed < delta: |
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| 108 | n/a | iterations *= 2 |
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| 109 | n/a | |
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| 110 | n/a | t = _timer() |
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| 111 | n/a | |
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| 112 | n/a | for i in range(iterations): |
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| 113 | n/a | a = seq[5] |
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| 114 | n/a | |
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| 115 | n/a | elapsed = _timer() - t |
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| 116 | n/a | |
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| 117 | n/a | print(iterations, 'iterations in', elapsed, 'seconds') |
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| 118 | n/a | print('average number/sec:', iterations/elapsed) |
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| 119 | n/a | |
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| 120 | n/a | |
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| 121 | n/a | #### TEST_LOCK |
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| 122 | n/a | |
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| 123 | n/a | def test_lockspeed(l): |
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| 124 | n/a | elapsed = 0 |
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| 125 | n/a | iterations = 1 |
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| 126 | n/a | |
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| 127 | n/a | while elapsed < delta: |
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| 128 | n/a | iterations *= 2 |
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| 129 | n/a | |
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| 130 | n/a | t = _timer() |
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| 131 | n/a | |
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| 132 | n/a | for i in range(iterations): |
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| 133 | n/a | l.acquire() |
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| 134 | n/a | l.release() |
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| 135 | n/a | |
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| 136 | n/a | elapsed = _timer() - t |
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| 137 | n/a | |
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| 138 | n/a | print(iterations, 'iterations in', elapsed, 'seconds') |
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| 139 | n/a | print('average number/sec:', iterations/elapsed) |
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| 140 | n/a | |
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| 141 | n/a | |
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| 142 | n/a | #### TEST_CONDITION |
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| 143 | n/a | |
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| 144 | n/a | def conditionspeed_func(c, N): |
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| 145 | n/a | c.acquire() |
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| 146 | n/a | c.notify() |
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| 147 | n/a | |
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| 148 | n/a | for i in range(N): |
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| 149 | n/a | c.wait() |
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| 150 | n/a | c.notify() |
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| 151 | n/a | |
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| 152 | n/a | c.release() |
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| 153 | n/a | |
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| 154 | n/a | def test_conditionspeed(Process, c): |
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| 155 | n/a | elapsed = 0 |
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| 156 | n/a | iterations = 1 |
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| 157 | n/a | |
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| 158 | n/a | while elapsed < delta: |
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| 159 | n/a | iterations *= 2 |
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| 160 | n/a | |
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| 161 | n/a | c.acquire() |
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| 162 | n/a | p = Process(target=conditionspeed_func, args=(c, iterations)) |
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| 163 | n/a | p.start() |
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| 164 | n/a | |
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| 165 | n/a | c.wait() |
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| 166 | n/a | |
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| 167 | n/a | t = _timer() |
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| 168 | n/a | |
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| 169 | n/a | for i in range(iterations): |
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| 170 | n/a | c.notify() |
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| 171 | n/a | c.wait() |
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| 172 | n/a | |
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| 173 | n/a | elapsed = _timer() - t |
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| 174 | n/a | |
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| 175 | n/a | c.release() |
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| 176 | n/a | p.join() |
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| 177 | n/a | |
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| 178 | n/a | print(iterations * 2, 'waits in', elapsed, 'seconds') |
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| 179 | n/a | print('average number/sec:', iterations * 2 / elapsed) |
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| 180 | n/a | |
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| 181 | n/a | #### |
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| 182 | n/a | |
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| 183 | n/a | def test(): |
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| 184 | n/a | manager = multiprocessing.Manager() |
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| 185 | n/a | |
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| 186 | n/a | gc.disable() |
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| 187 | n/a | |
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| 188 | n/a | print('\n\t######## testing Queue.Queue\n') |
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| 189 | n/a | test_queuespeed(threading.Thread, queue.Queue(), |
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| 190 | n/a | threading.Condition()) |
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| 191 | n/a | print('\n\t######## testing multiprocessing.Queue\n') |
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| 192 | n/a | test_queuespeed(multiprocessing.Process, multiprocessing.Queue(), |
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| 193 | n/a | multiprocessing.Condition()) |
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| 194 | n/a | print('\n\t######## testing Queue managed by server process\n') |
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| 195 | n/a | test_queuespeed(multiprocessing.Process, manager.Queue(), |
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| 196 | n/a | manager.Condition()) |
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| 197 | n/a | print('\n\t######## testing multiprocessing.Pipe\n') |
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| 198 | n/a | test_pipespeed() |
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| 199 | n/a | |
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| 200 | n/a | print() |
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| 201 | n/a | |
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| 202 | n/a | print('\n\t######## testing list\n') |
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| 203 | n/a | test_seqspeed(list(range(10))) |
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| 204 | n/a | print('\n\t######## testing list managed by server process\n') |
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| 205 | n/a | test_seqspeed(manager.list(list(range(10)))) |
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| 206 | n/a | print('\n\t######## testing Array("i", ..., lock=False)\n') |
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| 207 | n/a | test_seqspeed(multiprocessing.Array('i', list(range(10)), lock=False)) |
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| 208 | n/a | print('\n\t######## testing Array("i", ..., lock=True)\n') |
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| 209 | n/a | test_seqspeed(multiprocessing.Array('i', list(range(10)), lock=True)) |
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| 210 | n/a | |
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| 211 | n/a | print() |
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| 212 | n/a | |
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| 213 | n/a | print('\n\t######## testing threading.Lock\n') |
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| 214 | n/a | test_lockspeed(threading.Lock()) |
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| 215 | n/a | print('\n\t######## testing threading.RLock\n') |
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| 216 | n/a | test_lockspeed(threading.RLock()) |
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| 217 | n/a | print('\n\t######## testing multiprocessing.Lock\n') |
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| 218 | n/a | test_lockspeed(multiprocessing.Lock()) |
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| 219 | n/a | print('\n\t######## testing multiprocessing.RLock\n') |
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| 220 | n/a | test_lockspeed(multiprocessing.RLock()) |
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| 221 | n/a | print('\n\t######## testing lock managed by server process\n') |
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| 222 | n/a | test_lockspeed(manager.Lock()) |
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| 223 | n/a | print('\n\t######## testing rlock managed by server process\n') |
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| 224 | n/a | test_lockspeed(manager.RLock()) |
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| 225 | n/a | |
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| 226 | n/a | print() |
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| 227 | n/a | |
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| 228 | n/a | print('\n\t######## testing threading.Condition\n') |
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| 229 | n/a | test_conditionspeed(threading.Thread, threading.Condition()) |
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| 230 | n/a | print('\n\t######## testing multiprocessing.Condition\n') |
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| 231 | n/a | test_conditionspeed(multiprocessing.Process, multiprocessing.Condition()) |
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| 232 | n/a | print('\n\t######## testing condition managed by a server process\n') |
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| 233 | n/a | test_conditionspeed(multiprocessing.Process, manager.Condition()) |
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| 234 | n/a | |
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| 235 | n/a | gc.enable() |
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| 236 | n/a | |
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| 237 | n/a | if __name__ == '__main__': |
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| 238 | n/a | multiprocessing.freeze_support() |
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| 239 | n/a | test() |
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