2014-05-14 13:30:57 +00:00
|
|
|
#!/usr/bin/env python
|
|
|
|
# Copyright 2014 the V8 project authors. All rights reserved.
|
|
|
|
# Use of this source code is governed by a BSD-style license that can be
|
|
|
|
# found in the LICENSE file.
|
|
|
|
|
2015-04-08 09:53:35 +00:00
|
|
|
from Queue import Empty
|
2014-05-14 13:30:57 +00:00
|
|
|
from multiprocessing import Event, Process, Queue
|
2015-11-27 12:51:43 +00:00
|
|
|
import traceback
|
|
|
|
|
2014-05-14 13:30:57 +00:00
|
|
|
|
2017-12-30 13:37:49 +00:00
|
|
|
def setup_testing():
|
|
|
|
"""For testing only: Use threading under the hood instead of multiprocessing
|
|
|
|
to make coverage work.
|
|
|
|
"""
|
|
|
|
global Queue
|
|
|
|
global Event
|
|
|
|
global Process
|
|
|
|
del Queue
|
|
|
|
del Event
|
|
|
|
del Process
|
|
|
|
from Queue import Queue
|
|
|
|
from threading import Event
|
|
|
|
from threading import Thread as Process
|
|
|
|
|
|
|
|
|
2014-05-14 13:30:57 +00:00
|
|
|
class NormalResult():
|
|
|
|
def __init__(self, result):
|
|
|
|
self.result = result
|
|
|
|
self.exception = False
|
|
|
|
self.break_now = False
|
|
|
|
|
|
|
|
|
|
|
|
class ExceptionResult():
|
|
|
|
def __init__(self):
|
|
|
|
self.exception = True
|
|
|
|
self.break_now = False
|
|
|
|
|
|
|
|
|
|
|
|
class BreakResult():
|
|
|
|
def __init__(self):
|
|
|
|
self.exception = False
|
|
|
|
self.break_now = True
|
|
|
|
|
|
|
|
|
2015-04-08 09:53:35 +00:00
|
|
|
class MaybeResult():
|
|
|
|
def __init__(self, heartbeat, value):
|
|
|
|
self.heartbeat = heartbeat
|
|
|
|
self.value = value
|
|
|
|
|
|
|
|
@staticmethod
|
|
|
|
def create_heartbeat():
|
|
|
|
return MaybeResult(True, None)
|
|
|
|
|
|
|
|
@staticmethod
|
|
|
|
def create_result(value):
|
|
|
|
return MaybeResult(False, value)
|
|
|
|
|
|
|
|
|
2015-11-27 12:51:43 +00:00
|
|
|
def Worker(fn, work_queue, done_queue, done,
|
|
|
|
process_context_fn=None, process_context_args=None):
|
2014-05-14 13:30:57 +00:00
|
|
|
"""Worker to be run in a child process.
|
|
|
|
The worker stops on two conditions. 1. When the poison pill "STOP" is
|
|
|
|
reached or 2. when the event "done" is set."""
|
|
|
|
try:
|
2015-11-27 12:51:43 +00:00
|
|
|
kwargs = {}
|
|
|
|
if process_context_fn and process_context_args is not None:
|
|
|
|
kwargs.update(process_context=process_context_fn(*process_context_args))
|
2014-05-14 13:30:57 +00:00
|
|
|
for args in iter(work_queue.get, "STOP"):
|
|
|
|
if done.is_set():
|
|
|
|
break
|
|
|
|
try:
|
2015-11-27 12:51:43 +00:00
|
|
|
done_queue.put(NormalResult(fn(*args, **kwargs)))
|
2014-05-14 13:30:57 +00:00
|
|
|
except Exception, e:
|
2015-11-27 12:51:43 +00:00
|
|
|
traceback.print_exc()
|
2014-05-14 13:30:57 +00:00
|
|
|
print(">>> EXCEPTION: %s" % e)
|
|
|
|
done_queue.put(ExceptionResult())
|
|
|
|
except KeyboardInterrupt:
|
|
|
|
done_queue.put(BreakResult())
|
|
|
|
|
|
|
|
|
|
|
|
class Pool():
|
|
|
|
"""Distributes tasks to a number of worker processes.
|
|
|
|
New tasks can be added dynamically even after the workers have been started.
|
|
|
|
Requirement: Tasks can only be added from the parent process, e.g. while
|
|
|
|
consuming the results generator."""
|
|
|
|
|
|
|
|
# Factor to calculate the maximum number of items in the work/done queue.
|
|
|
|
# Necessary to not overflow the queue's pipe if a keyboard interrupt happens.
|
|
|
|
BUFFER_FACTOR = 4
|
|
|
|
|
2015-04-08 09:53:35 +00:00
|
|
|
def __init__(self, num_workers, heartbeat_timeout=30):
|
2014-05-14 13:30:57 +00:00
|
|
|
self.num_workers = num_workers
|
|
|
|
self.processes = []
|
|
|
|
self.terminated = False
|
|
|
|
|
|
|
|
# Invariant: count >= #work_queue + #done_queue. It is greater when a
|
|
|
|
# worker takes an item from the work_queue and before the result is
|
|
|
|
# submitted to the done_queue. It is equal when no worker is working,
|
|
|
|
# e.g. when all workers have finished, and when no results are processed.
|
|
|
|
# Count is only accessed by the parent process. Only the parent process is
|
|
|
|
# allowed to remove items from the done_queue and to add items to the
|
|
|
|
# work_queue.
|
|
|
|
self.count = 0
|
|
|
|
self.work_queue = Queue()
|
|
|
|
self.done_queue = Queue()
|
|
|
|
self.done = Event()
|
2015-04-08 09:53:35 +00:00
|
|
|
self.heartbeat_timeout = heartbeat_timeout
|
2014-05-14 13:30:57 +00:00
|
|
|
|
2015-11-27 12:51:43 +00:00
|
|
|
def imap_unordered(self, fn, gen,
|
|
|
|
process_context_fn=None, process_context_args=None):
|
2014-05-14 13:30:57 +00:00
|
|
|
"""Maps function "fn" to items in generator "gen" on the worker processes
|
|
|
|
in an arbitrary order. The items are expected to be lists of arguments to
|
2015-04-08 09:53:35 +00:00
|
|
|
the function. Returns a results iterator. A result value of type
|
|
|
|
MaybeResult either indicates a heartbeat of the runner, i.e. indicating
|
|
|
|
that the runner is still waiting for the result to be computed, or it wraps
|
2015-11-27 12:51:43 +00:00
|
|
|
the real result.
|
|
|
|
|
|
|
|
Args:
|
|
|
|
process_context_fn: Function executed once by each worker. Expected to
|
|
|
|
return a process-context object. If present, this object is passed
|
|
|
|
as additional argument to each call to fn.
|
|
|
|
process_context_args: List of arguments for the invocation of
|
|
|
|
process_context_fn. All arguments will be pickled and sent beyond the
|
|
|
|
process boundary.
|
|
|
|
"""
|
2014-05-14 13:30:57 +00:00
|
|
|
try:
|
2016-02-02 13:58:32 +00:00
|
|
|
internal_error = False
|
2014-05-14 13:30:57 +00:00
|
|
|
gen = iter(gen)
|
|
|
|
self.advance = self._advance_more
|
|
|
|
|
|
|
|
for w in xrange(self.num_workers):
|
|
|
|
p = Process(target=Worker, args=(fn,
|
|
|
|
self.work_queue,
|
|
|
|
self.done_queue,
|
2015-11-27 12:51:43 +00:00
|
|
|
self.done,
|
|
|
|
process_context_fn,
|
|
|
|
process_context_args))
|
2017-12-01 18:46:54 +00:00
|
|
|
p.start()
|
2017-11-30 12:57:45 +00:00
|
|
|
self.processes.append(p)
|
2014-05-14 13:30:57 +00:00
|
|
|
|
|
|
|
self.advance(gen)
|
|
|
|
while self.count > 0:
|
2015-04-08 09:53:35 +00:00
|
|
|
while True:
|
|
|
|
try:
|
|
|
|
result = self.done_queue.get(timeout=self.heartbeat_timeout)
|
|
|
|
break
|
|
|
|
except Empty:
|
|
|
|
# Indicate a heartbeat. The iterator will continue fetching the
|
|
|
|
# next result.
|
|
|
|
yield MaybeResult.create_heartbeat()
|
2014-05-14 13:30:57 +00:00
|
|
|
self.count -= 1
|
|
|
|
if result.exception:
|
2016-02-02 13:58:32 +00:00
|
|
|
# TODO(machenbach): Handle a few known types of internal errors
|
|
|
|
# gracefully, e.g. missing test files.
|
|
|
|
internal_error = True
|
2014-05-14 13:30:57 +00:00
|
|
|
continue
|
|
|
|
elif result.break_now:
|
|
|
|
# A keyboard interrupt happened in one of the worker processes.
|
|
|
|
raise KeyboardInterrupt
|
|
|
|
else:
|
2015-04-08 09:53:35 +00:00
|
|
|
yield MaybeResult.create_result(result.result)
|
2014-05-14 13:30:57 +00:00
|
|
|
self.advance(gen)
|
2017-11-30 12:57:45 +00:00
|
|
|
except KeyboardInterrupt:
|
|
|
|
raise
|
|
|
|
except Exception as e:
|
|
|
|
traceback.print_exc()
|
|
|
|
print(">>> EXCEPTION: %s" % e)
|
2014-05-14 13:30:57 +00:00
|
|
|
finally:
|
|
|
|
self.terminate()
|
2016-02-02 13:58:32 +00:00
|
|
|
if internal_error:
|
|
|
|
raise Exception("Internal error in a worker process.")
|
2014-05-14 13:30:57 +00:00
|
|
|
|
|
|
|
def _advance_more(self, gen):
|
|
|
|
while self.count < self.num_workers * self.BUFFER_FACTOR:
|
|
|
|
try:
|
|
|
|
self.work_queue.put(gen.next())
|
|
|
|
self.count += 1
|
|
|
|
except StopIteration:
|
|
|
|
self.advance = self._advance_empty
|
|
|
|
break
|
|
|
|
|
|
|
|
def _advance_empty(self, gen):
|
|
|
|
pass
|
|
|
|
|
|
|
|
def add(self, args):
|
|
|
|
"""Adds an item to the work queue. Can be called dynamically while
|
|
|
|
processing the results from imap_unordered."""
|
|
|
|
self.work_queue.put(args)
|
|
|
|
self.count += 1
|
|
|
|
|
|
|
|
def terminate(self):
|
|
|
|
if self.terminated:
|
|
|
|
return
|
|
|
|
self.terminated = True
|
|
|
|
|
|
|
|
# For exceptional tear down set the "done" event to stop the workers before
|
|
|
|
# they empty the queue buffer.
|
|
|
|
self.done.set()
|
|
|
|
|
|
|
|
for p in self.processes:
|
|
|
|
# During normal tear down the workers block on get(). Feed a poison pill
|
|
|
|
# per worker to make them stop.
|
|
|
|
self.work_queue.put("STOP")
|
|
|
|
|
|
|
|
for p in self.processes:
|
|
|
|
p.join()
|
2014-05-15 15:01:27 +00:00
|
|
|
|
|
|
|
# Drain the queues to prevent failures when queues are garbage collected.
|
|
|
|
try:
|
|
|
|
while True: self.work_queue.get(False)
|
|
|
|
except:
|
|
|
|
pass
|
|
|
|
try:
|
|
|
|
while True: self.done_queue.get(False)
|
|
|
|
except:
|
|
|
|
pass
|