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| 1 #!/usr/bin/env python | |
| 2 # Copyright 2014 the V8 project authors. All rights reserved. | |
| 3 # Use of this source code is governed by a BSD-style license that can be | |
| 4 # found in the LICENSE file. | |
| 5 | |
| 6 from multiprocessing import Event, Process, Queue | |
| 7 | |
| 8 class NormalResult(): | |
| 9 def __init__(self, result): | |
| 10 self.result = result | |
| 11 self.exception = False | |
| 12 self.break_now = False | |
| 13 | |
| 14 | |
| 15 class ExceptionResult(): | |
| 16 def __init__(self): | |
| 17 self.exception = True | |
| 18 self.break_now = False | |
| 19 | |
| 20 | |
| 21 class BreakResult(): | |
| 22 def __init__(self): | |
| 23 self.exception = False | |
| 24 self.break_now = True | |
| 25 | |
| 26 | |
| 27 def Worker(fn, work_queue, done_queue, done): | |
| 28 """Worker to be run in a child process. | |
| 29 The worker stops on two conditions. 1. When the poison pill "STOP" is | |
| 30 reached or 2. when the event "done" is set.""" | |
| 31 try: | |
| 32 for args in iter(work_queue.get, "STOP"): | |
| 33 if done.is_set(): | |
| 34 break | |
| 35 try: | |
| 36 done_queue.put(NormalResult(fn(*args))) | |
| 37 except Exception, e: | |
| 38 print(">>> EXCEPTION: %s" % e) | |
| 39 done_queue.put(ExceptionResult()) | |
| 40 except KeyboardInterrupt: | |
| 41 done_queue.put(BreakResult()) | |
| 42 | |
| 43 | |
| 44 class Pool(): | |
| 45 """Distributes tasks to a number of worker processes. | |
| 46 New tasks can be added dynamically even after the workers have been started. | |
| 47 Requirement: Tasks can only be added from the parent process, e.g. while | |
| 48 consuming the results generator.""" | |
| 49 | |
| 50 # Maximum number of items in the work/done queue. Necessary to not overflow | |
| 51 # the queue's pipe if a keyboard interrupt happens. | |
| 52 BUFFER = 100 | |
|
Jakob Kummerow
2014/05/14 09:07:37
As discussed, maybe make this worker_count * 4 or
Michael Achenbach
2014/05/14 12:05:58
Done.
| |
| 53 | |
| 54 def __init__(self, workers): | |
| 55 self.workers = workers | |
|
Jakob Kummerow
2014/05/14 09:07:37
nit: without context, "workers" make me expect a l
Michael Achenbach
2014/05/14 12:05:58
Done.
| |
| 56 self.processes = [] | |
| 57 self.terminated = False | |
| 58 | |
| 59 # Invariant: count >= #work_queue + #done_queue. It is greater when a | |
| 60 # worker takes an item from the work_queue and before the result is | |
| 61 # submitted to the done_queue. It is equal when no worker is working, | |
| 62 # e.g. when all workers have finished, and when no results are processed. | |
| 63 # Count is only accessed by the parent process. Only the parent process is | |
| 64 # allowed to remove items from the done_queue and to add items to the | |
| 65 # work_queue. | |
| 66 self.count = 0 | |
| 67 self.work_queue = Queue() | |
| 68 self.done_queue = Queue() | |
| 69 self.done = Event() | |
| 70 | |
| 71 def imap_unordered(self, fn, gen): | |
| 72 """Maps function "fn" to items in generator "gen" on the worker processes | |
| 73 in an arbitrary order. The items are expected to be lists of arguments to | |
| 74 the function. Returns a results iterator.""" | |
| 75 try: | |
| 76 gen = iter(gen) | |
| 77 self.advance = self._advance_more | |
| 78 | |
| 79 for w in xrange(self.workers): | |
| 80 p = Process(target=Worker, args=(fn, | |
| 81 self.work_queue, | |
| 82 self.done_queue, | |
| 83 self.done)) | |
| 84 self.processes.append(p) | |
| 85 p.start() | |
| 86 | |
| 87 self.advance(gen) | |
| 88 while self.count > 0: | |
| 89 result = self.done_queue.get() | |
| 90 self.count -= 1 | |
| 91 if result.exception: | |
| 92 # Ignore items with unexpected exceptions. | |
| 93 continue | |
| 94 elif result.break_now: | |
| 95 # A keyboard interrupt happened in one of the worker processes. | |
| 96 raise KeyboardInterrupt | |
| 97 else: | |
| 98 yield result.result | |
| 99 self.advance(gen) | |
| 100 finally: | |
| 101 self.terminate() | |
| 102 | |
| 103 def _advance_more(self, gen): | |
| 104 while self.count < self.BUFFER: | |
| 105 try: | |
| 106 self.work_queue.put(gen.next()) | |
| 107 self.count += 1 | |
| 108 except StopIteration: | |
| 109 self.advance = self._advance_empty | |
| 110 break | |
| 111 | |
| 112 def _advance_empty(self, gen): | |
| 113 pass | |
| 114 | |
| 115 def add(self, args): | |
| 116 """Adds an item to the work queue. Can be called dynamically while | |
| 117 processing the results from imap_unordered.""" | |
| 118 self.work_queue.put(args) | |
| 119 self.count += 1 | |
| 120 | |
| 121 def terminate(self): | |
| 122 if self.terminated: | |
| 123 return | |
| 124 self.terminated = True | |
| 125 | |
| 126 # For exceptional tear down set the "done" event to stop the workers before | |
| 127 # they empty the queue buffer. | |
| 128 self.done.set() | |
| 129 | |
| 130 for p in self.processes: | |
| 131 # During normal tear down the workers block on get(). Feed a poison pill | |
| 132 # per worker to make them stop. | |
| 133 self.work_queue.put("STOP") | |
| 134 | |
| 135 for p in self.processes: | |
| 136 p.join() | |
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