-
Notifications
You must be signed in to change notification settings - Fork 10
Expand file tree
/
Copy pathprocess_pool.py
More file actions
74 lines (60 loc) · 2.14 KB
/
process_pool.py
File metadata and controls
74 lines (60 loc) · 2.14 KB
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
#
# Copyright 2025 Splunk Inc.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
#
"""A wrapper of multiprocessing.pool."""
import multiprocessing
import logging
class ProcessPool:
"""A simple wrapper of multiprocessing.pool."""
def __init__(self, size=0, maxtasksperchild=10000):
if size <= 0:
size = multiprocessing.cpu_count()
self.size = size
self._pool = multiprocessing.Pool(
processes=size, maxtasksperchild=maxtasksperchild
)
self._stopped = False
def tear_down(self):
"""Tear down the pool."""
if self._stopped:
logging.info("ProcessPool has already stopped.")
return
self._stopped = True
self._pool.close()
self._pool.join()
logging.info("ProcessPool stopped.")
def apply(self, func, args=(), kwargs={}):
"""
:param func: callable
:param args: free params
:param kwargs: named params
:return whatever the func returns
"""
if self._stopped:
logging.info("ProcessPool has already stopped.")
return None
return self._pool.apply(func, args, kwargs)
def apply_async(self, func, args=(), kwargs={}, callback=None):
"""
:param func: callable
:param args: free params
:param kwargs: named params
:callback: when func is done without exception, call this callack
:return whatever the func returns
"""
if self._stopped:
logging.info("ProcessPool has already stopped.")
return None
return self._pool.apply_async(func, args, kwargs, callback)