Merge "General purpose threadpool for decision engine"
This commit is contained in:
@@ -40,11 +40,18 @@ WATCHER_DECISION_ENGINE_OPTS = [
|
||||
default='watcher.decision.api',
|
||||
help='The identifier used by the Watcher '
|
||||
'module on the message broker'),
|
||||
cfg.IntOpt('max_workers',
|
||||
cfg.IntOpt('max_audit_workers',
|
||||
default=2,
|
||||
required=True,
|
||||
help='The maximum number of threads that can be used to '
|
||||
'execute strategies'),
|
||||
'execute audits in parallel.'),
|
||||
cfg.IntOpt('max_general_workers',
|
||||
default=4,
|
||||
required=True,
|
||||
help='The maximum number of threads that can be used to '
|
||||
'execute general tasks in parallel. The number of general '
|
||||
'workers will not increase depending on the number of '
|
||||
'audit workers!'),
|
||||
cfg.IntOpt('action_plan_expiry',
|
||||
default=24,
|
||||
mutable=True,
|
||||
|
||||
@@ -35,7 +35,7 @@ class AuditEndpoint(object):
|
||||
def __init__(self, messaging):
|
||||
self._messaging = messaging
|
||||
self._executor = futurist.GreenThreadPoolExecutor(
|
||||
max_workers=CONF.watcher_decision_engine.max_workers)
|
||||
max_workers=CONF.watcher_decision_engine.max_audit_workers)
|
||||
self._oneshot_handler = o_handler.OneShotAuditHandler()
|
||||
self._continuous_handler = c_handler.ContinuousAuditHandler().start()
|
||||
|
||||
|
||||
98
watcher/decision_engine/threading.py
Normal file
98
watcher/decision_engine/threading.py
Normal file
@@ -0,0 +1,98 @@
|
||||
# -*- encoding: utf-8 -*-
|
||||
# Copyright (c) 2019 European Organization for Nuclear Research (CERN)
|
||||
#
|
||||
# Authors: Corne Lukken <info@dantalion.nl>
|
||||
#
|
||||
# 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.
|
||||
|
||||
import copy
|
||||
import futurist
|
||||
from futurist import waiters
|
||||
import six
|
||||
|
||||
from oslo_config import cfg
|
||||
from oslo_log import log
|
||||
from oslo_service import service
|
||||
|
||||
CONF = cfg.CONF
|
||||
LOG = log.getLogger(__name__)
|
||||
|
||||
|
||||
@six.add_metaclass(service.Singleton)
|
||||
class DecisionEngineThreadPool(object):
|
||||
"""Singleton threadpool to submit general tasks to"""
|
||||
|
||||
def __init__(self):
|
||||
self.amount_workers = CONF.watcher_decision_engine.max_general_workers
|
||||
self._threadpool = futurist.GreenThreadPoolExecutor(
|
||||
max_workers=self.amount_workers)
|
||||
|
||||
def submit(self, fn, *args, **kwargs):
|
||||
"""Will submit the job to the underlying threadpool
|
||||
|
||||
:param fn: function to execute in another thread
|
||||
:param args: arguments for the function
|
||||
:param kwargs: amount of arguments for the function
|
||||
:return: future to monitor progress of execution
|
||||
:rtype: :py:class"`futurist.GreenFuture`
|
||||
"""
|
||||
|
||||
return self._threadpool.submit(fn, *args, **kwargs)
|
||||
|
||||
@staticmethod
|
||||
def do_while_futures(futures, fn, *args, **kwargs):
|
||||
"""Do while to execute a function upon completion from a collection
|
||||
|
||||
Will execute the specified function with its arguments when one of the
|
||||
futures from the passed collection finishes. Additionally, the future
|
||||
is passed as first argument to the function. Does not modify the passed
|
||||
collection of futures.
|
||||
|
||||
:param futures: list, set or dictionary of futures
|
||||
:type futures: list :py:class:`futurist.GreenFuture`
|
||||
:param fn: function to execute upon the future finishing exection
|
||||
:param args: arguments for the function
|
||||
:param kwargs: amount of arguments for the function
|
||||
"""
|
||||
|
||||
# shallow copy the collection to not modify it outside of this method.
|
||||
# shallow copy must be used because the type of collection needs to be
|
||||
# determined at runtime (can be both list, set and dict).
|
||||
futures = copy.copy(futures)
|
||||
|
||||
DecisionEngineThreadPool.do_while_futures_modify(
|
||||
futures, fn, *args, **kwargs)
|
||||
|
||||
@staticmethod
|
||||
def do_while_futures_modify(futures, fn, *args, **kwargs):
|
||||
"""Do while to execute a function upon completion from a collection
|
||||
|
||||
Will execute the specified function with its arguments when one of the
|
||||
futures from the passed collection finishes. Additionally, the future
|
||||
is passed as first argument to the function. Modifies the collection
|
||||
by removing completed elements,
|
||||
|
||||
:param futures: list, set or dictionary of futures
|
||||
:type futures: list :py:class:`futurist.GreenFuture`
|
||||
:param fn: function to execute upon the future finishing exection
|
||||
:param args: arguments for the function
|
||||
:param kwargs: amount of arguments for the function
|
||||
"""
|
||||
|
||||
waits = waiters.wait_for_any(futures)
|
||||
while len(waits[0]) > 0 or len(waits[1]) > 0:
|
||||
for future in waiters.wait_for_any(futures)[0]:
|
||||
fn(future, *args, **kwargs)
|
||||
futures.remove(future)
|
||||
waits = waiters.wait_for_any(futures)
|
||||
149
watcher/tests/test_threading.py
Normal file
149
watcher/tests/test_threading.py
Normal file
@@ -0,0 +1,149 @@
|
||||
# -*- encoding: utf-8 -*-
|
||||
# Copyright (c) 2019 European Organization for Nuclear Research (CERN)
|
||||
#
|
||||
# Authors: Corne Lukken <info@dantalion.nl>
|
||||
#
|
||||
# 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.
|
||||
|
||||
import futurist
|
||||
import mock
|
||||
|
||||
from watcher.decision_engine import threading
|
||||
from watcher.tests import base
|
||||
|
||||
|
||||
class TestDecisionEngineThreadPool(base.TestCase):
|
||||
|
||||
def setUp(self):
|
||||
super(TestDecisionEngineThreadPool, self).setUp()
|
||||
|
||||
self.m_function = mock.Mock()
|
||||
self.m_function.return_value = None
|
||||
self.m_do_while_function = mock.Mock()
|
||||
self.m_do_while_function.return_value = None
|
||||
|
||||
# override the underlying threadpool for testing
|
||||
# this is like a 'fixture' were the original state of the singleton
|
||||
# is restored after these tests finish but the threadpool can still
|
||||
# be used as intended with its methods
|
||||
self.p_threadool = mock.patch.object(
|
||||
threading, 'DecisionEngineThreadPool',
|
||||
new=threading.DecisionEngineThreadPool)
|
||||
self.m_threadpool = self.p_threadool.start()
|
||||
self.addCleanup(self.p_threadool.stop)
|
||||
|
||||
# bind unbound patched methods for python 2.7 compatibility
|
||||
# class methods can be used unbounded in Python 3.x
|
||||
self.m_threadpool.submit = self.m_threadpool.submit.__get__(
|
||||
self.m_threadpool, threading.DecisionEngineThreadPool)
|
||||
|
||||
# perform all tests synchronously
|
||||
self.m_threadpool._threadpool = futurist.SynchronousExecutor()
|
||||
|
||||
def test_singleton(self):
|
||||
"""Ensure only one object of DecisionEngineThreadPool can be created"""
|
||||
|
||||
threadpool1 = threading.DecisionEngineThreadPool()
|
||||
threadpool2 = threading.DecisionEngineThreadPool()
|
||||
self.assertEqual(threadpool1, threadpool2)
|
||||
|
||||
def test_fixture_not_singleton(self):
|
||||
"""Ensure the fixture does create a new instance of the singleton"""
|
||||
|
||||
threadpool1 = threading.DecisionEngineThreadPool()
|
||||
threadpool2 = self.m_threadpool
|
||||
self.assertNotEqual(threadpool1, threadpool2)
|
||||
|
||||
def test_do_while(self):
|
||||
"""Test the regular operation of the threadpool and do_while_futures
|
||||
|
||||
With the regular operation of do_while_futures the collection of
|
||||
futures will be shallow copied and left unmodified to the caller.
|
||||
|
||||
"""
|
||||
|
||||
# create a collection of futures from submitted m_function tasks
|
||||
futures = [self.m_threadpool.submit(self.m_function, 1, 2)]
|
||||
|
||||
self.m_function.assert_called_once_with(1, 2)
|
||||
|
||||
# execute m_do_while_function for every future that completes
|
||||
# and block until all futures are completed
|
||||
self.m_threadpool.do_while_futures(
|
||||
futures, self.m_do_while_function, 3, 4)
|
||||
|
||||
# assert that m_do_while_function was called
|
||||
self.m_do_while_function.assert_called_once_with(futures[0], 3, 4)
|
||||
|
||||
# assert that the collection of futures is unmodified
|
||||
self.assertEqual(1, len(futures))
|
||||
|
||||
def test_do_while_modify(self):
|
||||
"""Test the operation of the threadpool and do_while_futures_modify
|
||||
|
||||
The do_while_future_modify function has slightly better performance
|
||||
because it will not create a copy of the collection and will modify it
|
||||
directly.
|
||||
|
||||
"""
|
||||
|
||||
# create a collection of futures from submitted m_function tasks
|
||||
futures = [self.m_threadpool.submit(self.m_function, 1, 2)]
|
||||
|
||||
self.m_function.assert_called_once_with(1, 2)
|
||||
|
||||
# hold reference because element is going to be removed from the list
|
||||
future_ref = futures[0]
|
||||
|
||||
# execute m_do_while_function for every future that completes
|
||||
# and block until all futures are completed
|
||||
self.m_threadpool.do_while_futures_modify(
|
||||
futures, self.m_do_while_function, 3, 4)
|
||||
|
||||
# assert that m_do_while_function was called
|
||||
self.m_do_while_function.assert_called_once_with(future_ref, 3, 4)
|
||||
|
||||
# assert that the collection of futures is modified
|
||||
self.assertEqual(0, len(futures))
|
||||
|
||||
def test_multiple_tasks(self):
|
||||
"""Test that 10 tasks are all executed with the correct arguments"""
|
||||
|
||||
# create a collection of 10 futures from submitted m_function tasks
|
||||
futures = [self.m_threadpool.submit(
|
||||
self.m_function, i, 2) for i in range(10)]
|
||||
|
||||
# assert that there are 10 submitted tasks
|
||||
self.assertEqual(10, len(futures))
|
||||
|
||||
# execute m_do_while_function for every future that completes
|
||||
# and block until all futures are completed
|
||||
self.m_threadpool.do_while_futures(
|
||||
futures, self.m_do_while_function, 3, 4)
|
||||
|
||||
# create list of 10 calls that should have occurred
|
||||
calls_submit = []
|
||||
for i in range(10):
|
||||
calls_submit.append(mock.call(i, 2))
|
||||
# test that the submit function has been called 10 times
|
||||
self.m_function.assert_has_calls(
|
||||
calls_submit, any_order=True)
|
||||
|
||||
# create list of 10 calls that should have occurred
|
||||
calls_do_while = []
|
||||
for i in range(10):
|
||||
calls_do_while.append(mock.call(futures[i], 3, 4))
|
||||
# test that the passed do_while function has been called 10 times
|
||||
self.m_do_while_function.assert_has_calls(
|
||||
calls_do_while, any_order=True)
|
||||
Reference in New Issue
Block a user