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Diffstat (limited to 'Doc/includes/mp_benchmarks.py')
-rw-r--r-- | Doc/includes/mp_benchmarks.py | 235 |
1 files changed, 235 insertions, 0 deletions
diff --git a/Doc/includes/mp_benchmarks.py b/Doc/includes/mp_benchmarks.py new file mode 100644 index 0000000..425d6de --- /dev/null +++ b/Doc/includes/mp_benchmarks.py @@ -0,0 +1,235 @@ +# +# Simple benchmarks for the multiprocessing package +# + +import time, sys, multiprocessing, threading, Queue, gc + +if sys.platform == 'win32': + _timer = time.clock +else: + _timer = time.time + +delta = 1 + + +#### TEST_QUEUESPEED + +def queuespeed_func(q, c, iterations): + a = '0' * 256 + c.acquire() + c.notify() + c.release() + + for i in xrange(iterations): + q.put(a) + + q.put('STOP') + +def test_queuespeed(Process, q, c): + elapsed = 0 + iterations = 1 + + while elapsed < delta: + iterations *= 2 + + p = Process(target=queuespeed_func, args=(q, c, iterations)) + c.acquire() + p.start() + c.wait() + c.release() + + result = None + t = _timer() + + while result != 'STOP': + result = q.get() + + elapsed = _timer() - t + + p.join() + + print iterations, 'objects passed through the queue in', elapsed, 'seconds' + print 'average number/sec:', iterations/elapsed + + +#### TEST_PIPESPEED + +def pipe_func(c, cond, iterations): + a = '0' * 256 + cond.acquire() + cond.notify() + cond.release() + + for i in xrange(iterations): + c.send(a) + + c.send('STOP') + +def test_pipespeed(): + c, d = multiprocessing.Pipe() + cond = multiprocessing.Condition() + elapsed = 0 + iterations = 1 + + while elapsed < delta: + iterations *= 2 + + p = multiprocessing.Process(target=pipe_func, + args=(d, cond, iterations)) + cond.acquire() + p.start() + cond.wait() + cond.release() + + result = None + t = _timer() + + while result != 'STOP': + result = c.recv() + + elapsed = _timer() - t + p.join() + + print iterations, 'objects passed through connection in',elapsed,'seconds' + print 'average number/sec:', iterations/elapsed + + +#### TEST_SEQSPEED + +def test_seqspeed(seq): + elapsed = 0 + iterations = 1 + + while elapsed < delta: + iterations *= 2 + + t = _timer() + + for i in xrange(iterations): + a = seq[5] + + elapsed = _timer()-t + + print iterations, 'iterations in', elapsed, 'seconds' + print 'average number/sec:', iterations/elapsed + + +#### TEST_LOCK + +def test_lockspeed(l): + elapsed = 0 + iterations = 1 + + while elapsed < delta: + iterations *= 2 + + t = _timer() + + for i in xrange(iterations): + l.acquire() + l.release() + + elapsed = _timer()-t + + print iterations, 'iterations in', elapsed, 'seconds' + print 'average number/sec:', iterations/elapsed + + +#### TEST_CONDITION + +def conditionspeed_func(c, N): + c.acquire() + c.notify() + + for i in xrange(N): + c.wait() + c.notify() + + c.release() + +def test_conditionspeed(Process, c): + elapsed = 0 + iterations = 1 + + while elapsed < delta: + iterations *= 2 + + c.acquire() + p = Process(target=conditionspeed_func, args=(c, iterations)) + p.start() + + c.wait() + + t = _timer() + + for i in xrange(iterations): + c.notify() + c.wait() + + elapsed = _timer()-t + + c.release() + p.join() + + print iterations * 2, 'waits in', elapsed, 'seconds' + print 'average number/sec:', iterations * 2 / elapsed + +#### + +def test(): + manager = multiprocessing.Manager() + + gc.disable() + + print '\n\t######## testing Queue.Queue\n' + test_queuespeed(threading.Thread, Queue.Queue(), + threading.Condition()) + print '\n\t######## testing multiprocessing.Queue\n' + test_queuespeed(multiprocessing.Process, multiprocessing.Queue(), + multiprocessing.Condition()) + print '\n\t######## testing Queue managed by server process\n' + test_queuespeed(multiprocessing.Process, manager.Queue(), + manager.Condition()) + print '\n\t######## testing multiprocessing.Pipe\n' + test_pipespeed() + + print + + print '\n\t######## testing list\n' + test_seqspeed(range(10)) + print '\n\t######## testing list managed by server process\n' + test_seqspeed(manager.list(range(10))) + print '\n\t######## testing Array("i", ..., lock=False)\n' + test_seqspeed(multiprocessing.Array('i', range(10), lock=False)) + print '\n\t######## testing Array("i", ..., lock=True)\n' + test_seqspeed(multiprocessing.Array('i', range(10), lock=True)) + + print + + print '\n\t######## testing threading.Lock\n' + test_lockspeed(threading.Lock()) + print '\n\t######## testing threading.RLock\n' + test_lockspeed(threading.RLock()) + print '\n\t######## testing multiprocessing.Lock\n' + test_lockspeed(multiprocessing.Lock()) + print '\n\t######## testing multiprocessing.RLock\n' + test_lockspeed(multiprocessing.RLock()) + print '\n\t######## testing lock managed by server process\n' + test_lockspeed(manager.Lock()) + print '\n\t######## testing rlock managed by server process\n' + test_lockspeed(manager.RLock()) + + print + + print '\n\t######## testing threading.Condition\n' + test_conditionspeed(threading.Thread, threading.Condition()) + print '\n\t######## testing multiprocessing.Condition\n' + test_conditionspeed(multiprocessing.Process, multiprocessing.Condition()) + print '\n\t######## testing condition managed by a server process\n' + test_conditionspeed(multiprocessing.Process, manager.Condition()) + + gc.enable() + +if __name__ == '__main__': + multiprocessing.freeze_support() + test() |