More parallel code optimizations.

This commit is contained in:
Georg Brandl 2015-12-18 21:02:46 +01:00
parent 9cdaf3406f
commit 580405c714

View File

@ -10,14 +10,16 @@
"""
import os
import time
import traceback
from math import sqrt
try:
import multiprocessing
except ImportError:
multiprocessing = None
from math import sqrt
from six import iteritems
from sphinx.errors import SphinxParallelError
@ -48,10 +50,8 @@ class ParallelTasks(object):
def __init__(self, nproc):
self.nproc = nproc
# main task performed by each task, returning result
self._task_func = 0
# (optional) function performed by each task on the result of main task
self._result_func = 0
self._result_funcs = {}
# task arguments
self._args = {}
# list of subprocesses (both started and waiting)
@ -75,55 +75,50 @@ class ParallelTasks(object):
except BaseException as err:
pipe.send((True, (err, traceback.format_exc())))
def _result_func_wrapper(self, arg, result):
result_func = self._result_func(arg, result)
if result_func:
result_func(result)
def add_task(self, task_func, arg=None, result_func=None):
self._task_func = task_func # dummy code after first call
self._result_func = result_func or (lambda *x: None) # dummy code after first call
tid = self._taskid
self._taskid += 1
self._result_funcs[tid] = result_func or (lambda arg: None)
self._args[tid] = arg
precv, psend = multiprocessing.Pipe(False)
proc = multiprocessing.Process(target=self._process,
args=(psend, self._task_func, arg))
args=(psend, task_func, arg))
self._procs[tid] = proc
if self._pworking < self.nproc:
self._precvs[tid] = precv
self._pworking += 1
proc.start()
else:
self._precvsWaiting[tid] = precv
self._precvsWaiting[tid] = precv
self._join_one()
def join(self):
while self._pworking:
for tid, pipe in self._precvs.items():
if pipe.poll():
exc, result = pipe.recv()
if exc:
raise SphinxParallelError(*result)
self._result_func_wrapper(self._args[tid], result)
self._procs[tid].join()
if len(self._precvsWaiting) > 0:
newtid, newprecv = self._precvsWaiting.popitem()
self._precvs[newtid] = newprecv
self._procs[newtid].start()
break
else:
self._pworking -= 1
self._join_one()
def _join_one(self):
for tid, pipe in iteritems(self._precvs):
if pipe.poll():
exc, result = pipe.recv()
if exc:
raise SphinxParallelError(*result)
self._result_funcs.pop(tid)(self._args.pop(tid), result)
self._procs[tid].join()
self._pworking -= 1
break
else:
time.sleep(0.02)
while self._precvsWaiting and self._pworking < self.nproc:
newtid, newprecv = self._precvsWaiting.popitem()
self._precvs[newtid] = newprecv
self._procs[newtid].start()
self._pworking += 1
def make_chunks(arguments, nproc, maxbatch=10):
# determine how many documents to read in one go
nargs = len(arguments)
chunksize = min(nargs // nproc, maxbatch)
if chunksize == 0:
chunksize = 1
if chunksize == maxbatch:
chunksize = nargs // nproc
if chunksize >= maxbatch:
# try to improve batch size vs. number of batches
chunksize = int(sqrt(nargs/nproc * maxbatch))
if chunksize == 0:
chunksize = 1
nchunks, rest = divmod(nargs, chunksize)
if rest:
nchunks += 1