blob: b971d94518dbbf41c530aa9ef28dc35209e0006f [file] [log] [blame]
# Copyright 2017 The Chromium Authors. All rights reserved.
# Use of this source code is governed by a BSD-style license that can be
# found in the LICENSE file.
"""Helpers related to multiprocessing."""
import __builtin__ # __builtins__ does not have exception types.
import atexit
import itertools
import logging
import multiprocessing
import multiprocessing.dummy
import os
import sys
import threading
import traceback
DISABLE_ASYNC = os.environ.get('SUPERSIZE_DISABLE_ASYNC') == '1'
if DISABLE_ASYNC:
logging.debug('Running in synchronous mode.')
_all_pools = None
_is_child_process = False
_silence_exceptions = False
# Used to pass parameters to forked processes without pickling.
_fork_params = None
_fork_kwargs = None
class _ImmediateResult(object):
def __init__(self, value):
self._value = value
def get(self):
return self._value
def wait(self):
pass
def ready(self):
return True
def successful(self):
return True
class _ExceptionWrapper(object):
"""Used to marshal exception messages back to main process."""
def __init__(self, msg, exception_type=None):
self.msg = msg
self.exception_type = exception_type
def MaybeThrow(self):
if self.exception_type:
raise getattr(__builtin__, self.exception_type)(
'Originally caused by: ' + self.msg)
class _FuncWrapper(object):
"""Runs on the fork()'ed side to catch exceptions and spread *args."""
def __init__(self, func):
global _is_child_process
_is_child_process = True
self._func = func
def __call__(self, index, _=None):
try:
return self._func(*_fork_params[index], **_fork_kwargs)
except Exception, e:
# Only keep the exception type for builtin exception types or else risk
# further marshalling exceptions.
exception_type = None
if type(e).__name__ in dir(__builtin__):
exception_type = type(e).__name__
# multiprocessing is supposed to catch and return exceptions automatically
# but it doesn't seem to work properly :(.
return _ExceptionWrapper(traceback.format_exc(), exception_type)
except: # pylint: disable=bare-except
return _ExceptionWrapper(traceback.format_exc())
class _WrappedResult(object):
"""Allows for host-side logic to be run after child process has terminated.
* Unregisters associated pool _all_pools.
* Raises exception caught by _FuncWrapper.
* Allows for custom unmarshalling of return value.
"""
def __init__(self, result, pool=None, decode_func=None):
self._result = result
self._pool = pool
self._decode_func = decode_func
def get(self):
self.wait()
value = self._result.get()
_CheckForException(value)
if not self._decode_func or not self._result.successful():
return value
return self._decode_func(value)
def wait(self):
self._result.wait()
if self._pool:
_all_pools.remove(self._pool)
self._pool = None
def ready(self):
return self._result.ready()
def successful(self):
return self._result.successful()
def _TerminatePools():
"""Calls .terminate() on all active process pools.
Not supposed to be necessary according to the docs, but seems to be required
when child process throws an exception or Ctrl-C is hit.
"""
global _silence_exceptions
_silence_exceptions = True
# Child processes cannot have pools, but atexit runs this function because
# it was registered before fork()ing.
if _is_child_process:
return
def close_pool(pool):
try:
pool.terminate()
except: # pylint: disable=bare-except
pass
for i, pool in enumerate(_all_pools):
# Without calling terminate() on a separate thread, the call can block
# forever.
thread = threading.Thread(name='Pool-Terminate-{}'.format(i),
target=close_pool, args=(pool,))
thread.daemon = True
thread.start()
def _CheckForException(value):
if isinstance(value, _ExceptionWrapper):
global _silence_exceptions
if not _silence_exceptions:
value.MaybeThrow()
_silence_exceptions = True
logging.error('Subprocess raised an exception:\n%s', value.msg)
sys.exit(1)
def _MakeProcessPool(job_params, **job_kwargs):
global _all_pools
global _fork_params
global _fork_kwargs
assert _fork_params is None
assert _fork_kwargs is None
pool_size = min(len(job_params), multiprocessing.cpu_count())
_fork_params = job_params
_fork_kwargs = job_kwargs
ret = multiprocessing.Pool(pool_size)
_fork_params = None
_fork_kwargs = None
if _all_pools is None:
_all_pools = []
atexit.register(_TerminatePools)
_all_pools.append(ret)
return ret
def ForkAndCall(func, args, decode_func=None):
"""Runs |func| in a fork'ed process.
Returns:
A Result object (call .get() to get the return value)
"""
if DISABLE_ASYNC:
pool = None
result = _ImmediateResult(func(*args))
else:
pool = _MakeProcessPool([args]) # Omit |kwargs|.
result = pool.apply_async(_FuncWrapper(func), (0,))
pool.close()
return _WrappedResult(result, pool=pool, decode_func=decode_func)
def BulkForkAndCall(func, arg_tuples, **kwargs):
"""Calls |func| in a fork'ed process for each set of args within |arg_tuples|.
Args:
kwargs: Common key word arguments to be passed to |func|.
Yields the return values as they come in.
"""
arg_tuples = list(arg_tuples)
if not len(arg_tuples):
return
if DISABLE_ASYNC:
for args in arg_tuples:
yield func(*args, **kwargs)
return
pool = _MakeProcessPool(arg_tuples, **kwargs)
wrapped_func = _FuncWrapper(func)
for result in pool.imap_unordered(wrapped_func, xrange(len(arg_tuples))):
_CheckForException(result)
yield result
pool.close()
pool.join()
_all_pools.remove(pool)
def CallOnThread(func, *args, **kwargs):
"""Calls |func| on a new thread and returns a promise for its return value."""
if DISABLE_ASYNC:
return _ImmediateResult(func(*args, **kwargs))
pool = multiprocessing.dummy.Pool(1)
result = pool.apply_async(func, args=args, kwds=kwargs)
pool.close()
return result
def EncodeDictOfLists(d, key_transform=None, value_transform=None):
"""Serializes a dict where values are lists of strings.
Does not support '' as keys, nor [''] as values.
"""
assert '' not in d
assert [''] not in d.itervalues()
keys = iter(d)
if key_transform:
keys = (key_transform(k) for k in keys)
keys = '\x01'.join(keys)
if value_transform:
values = '\x01'.join('\x02'.join(value_transform(y) for y in x) for x in
d.itervalues())
else:
values = '\x01'.join('\x02'.join(x) for x in d.itervalues())
return keys, values
def JoinEncodedDictOfLists(encoded_values):
assert isinstance(encoded_values, list), 'Does not work with generators'
return ('\x01'.join(x[0] for x in encoded_values if x[0]),
'\x01'.join(x[1] for x in encoded_values if x[1]))
def DecodeDictOfLists(encoded_keys_and_values, key_transform=None,
value_transform=None):
"""Deserializes a dict where values are lists of strings."""
encoded_keys, encoded_values = encoded_keys_and_values
if not encoded_keys:
return {}
keys = encoded_keys.split('\x01')
if key_transform:
keys = (key_transform(k) for k in keys)
encoded_lists = encoded_values.split('\x01')
ret = {}
for key, encoded_list in itertools.izip(keys, encoded_lists):
if not encoded_list:
values = []
else:
values = encoded_list.split('\x02')
if value_transform:
for i in xrange(len(values)):
values[i] = value_transform(values[i])
ret[key] = values
return ret
EMPTY_ENCODED_DICT = EncodeDictOfLists({})