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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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