Made Decision Engine extensible via stevedore

The objective for this is to give the ability to extend the default
set of placement algorithms (i.e. strategies) currently available
in Watcher using Stevedore.

Now, you can add your new strategy as an entry point under the
'[watcher_strategies]' section.

Change-Id: I4aecf629015e41b0389d07e47220333e50bbbe1a
This commit is contained in:
Vincent Françoise
2015-11-23 17:35:41 +01:00
parent 827563608f
commit f8a80938ef
8 changed files with 93 additions and 50 deletions

View File

@@ -26,7 +26,7 @@ LOG = log.getLogger(__name__)
@six.add_metaclass(abc.ABCMeta)
class Strategy(object):
class BaseStrategy(object):
def __init__(self, name=None, description=None):
self._name = name
self.description = description
@@ -40,8 +40,10 @@ class Strategy(object):
def execute(self, model):
"""Execute a strategy
:param model:
:return:
:param model: The name of the strategy to execute (loaded dynamically)
:type model: str
:return: A computed solution (via a placement algorithm)
:rtype: :class:`watcher.decision_engine.api.strategy.solution.Solution`
"""
@property

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@@ -16,53 +16,37 @@
# See the License for the specific language governing permissions and
# limitations under the License.
#
from oslo_config import cfg
from __future__ import unicode_literals
from oslo_log import log
from stevedore import driver
from stevedore import ExtensionManager
from watcher.decision_engine.strategies.basic_consolidation import \
BasicConsolidation
LOG = log.getLogger(__name__)
CONF = cfg.CONF
strategies = {
'basic': 'watcher.decision_engine.strategies.'
'basic_consolidation::BasicConsolidation'
}
WATCHER_STRATEGY_OPTS = [
cfg.DictOpt('strategies',
default=strategies,
help='Strategies used for the optimization ')
]
strategies_opt_group = cfg.OptGroup(
name='watcher_strategies',
title='Defines strategies available for the optimization')
CONF.register_group(strategies_opt_group)
CONF.register_opts(WATCHER_STRATEGY_OPTS, strategies_opt_group)
class StrategyLoader(object):
def __init__(self):
'''Stevedor loader
default_strategy_cls = BasicConsolidation
:return:
'''
self.strategies = {
None: BasicConsolidation("basic", "Basic offline consolidation"),
"basic": BasicConsolidation(
"basic",
"Basic offline consolidation")
}
def load_driver(self, algo):
_algo = driver.DriverManager(
def load_strategies(self):
extension_manager = ExtensionManager(
namespace='watcher_strategies',
name=algo,
invoke_on_load=True,
)
return _algo
return {ext.name: ext.plugin for ext in extension_manager.extensions}
def load(self, model):
return self.strategies[model]
strategy = None
try:
available_strategies = self.load_strategies()
strategy_cls = available_strategies.get(
model, self.default_strategy_cls
)
strategy = strategy_cls()
except Exception as exc:
LOG.exception(exc)
return strategy

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@@ -20,7 +20,7 @@ from oslo_log import log
from watcher.common.exception import ClusterEmpty
from watcher.common.exception import ClusteStateNotDefined
from watcher.decision_engine.api.strategy.strategy import Strategy
from watcher.decision_engine.api.strategy.strategy import BaseStrategy
from watcher.decision_engine.api.strategy.strategy import StrategyLevel
from watcher.decision_engine.framework.meta_actions.hypervisor_state import \
@@ -42,8 +42,12 @@ from watcher.metrics_engine.cluster_history.ceilometer import \
LOG = log.getLogger(__name__)
class BasicConsolidation(Strategy):
def __init__(self, name=None, description=None):
class BasicConsolidation(BaseStrategy):
DEFAULT_NAME = "basic"
DEFAULT_DESCRIPTION = "Basic offline consolidation"
def __init__(self, name=DEFAULT_NAME, description=DEFAULT_DESCRIPTION):
"""Basic offline Consolidation using live migration
The basic consolidation algorithm has several limitations.
@@ -217,6 +221,7 @@ class BasicConsolidation(Strategy):
def calculate_weight(self, model, element, total_cores_used,
total_disk_used, total_memory_used):
"""Calculate weight of every
:param model:
:param element:
:param total_cores_used:

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@@ -18,13 +18,20 @@
#
from oslo_log import log
from watcher.decision_engine.api.strategy.strategy import Strategy
from watcher.decision_engine.api.strategy.strategy import BaseStrategy
from watcher.decision_engine.framework.meta_actions.nop import Nop
LOG = log.getLogger(__name__)
class DummyStrategy(Strategy):
class DummyStrategy(BaseStrategy):
DEFAULT_NAME = "dummy"
DEFAULT_DESCRIPTION = "Dummy Strategy"
def __init__(self, name=DEFAULT_NAME, description=DEFAULT_DESCRIPTION):
super(DummyStrategy, self).__init__(name, description)
def execute(self, model):
n = Nop()
self.solution.add_change_request(n)

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@@ -23,7 +23,6 @@ from watcher.applier.framework import manager_applier
import watcher.common.messaging.messaging_core
from watcher.decision_engine.framework import manager
from watcher.decision_engine.framework.strategy import strategy_loader
from watcher.decision_engine.framework.strategy import strategy_selector
@@ -38,7 +37,6 @@ def list_opts():
('api', watcher.api.app.API_SERVICE_OPTS),
('watcher_messaging',
watcher.common.messaging.messaging_core.WATCHER_MESSAGING_OPTS),
('watcher_strategies', strategy_loader.WATCHER_STRATEGY_OPTS),
('watcher_goals', strategy_selector.WATCHER_GOALS_OPTS),
('watcher_decision_engine',
manager.WATCHER_DECISION_ENGINE_OPTS),

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@@ -24,7 +24,7 @@ class FakeStrategy(object):
self.name = "BALANCE_LOAD"
class TestStrategyContextImpl(base.BaseTestCase):
class TestStrategyContext(base.BaseTestCase):
def test_add_remove_strategy(self):
strategy = FakeStrategy()
strategy_context = StrategyContext()

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@@ -13,6 +13,7 @@
# implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from watcher.decision_engine.api.strategy.strategy import BaseStrategy
from watcher.decision_engine.framework.strategy.strategy_loader import \
StrategyLoader
from watcher.tests import base
@@ -26,6 +27,7 @@ class TestStrategySelector(base.BaseTestCase):
selected_strategy = self.strategy_loader.load(None)
self.assertIsNotNone(selected_strategy,
'The default strategy be must not none')
self.assertIsInstance(selected_strategy, BaseStrategy)
def test_load_strategy_is_basic(self):
exptected_strategy = 'basic'
@@ -34,7 +36,3 @@ class TestStrategySelector(base.BaseTestCase):
selected_strategy.name,
exptected_strategy,
'The default strategy should be basic')
def test_load_driver(self):
algo = self.strategy_loader.load_driver("basic")
self.assertEqual(algo._names[0], "basic")

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@@ -0,0 +1,49 @@
# -*- encoding: utf-8 -*-
# Copyright (c) 2015 b<>com
#
# 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.
from __future__ import unicode_literals
from mock import patch
from stevedore.extension import Extension
from stevedore.extension import ExtensionManager
from watcher.decision_engine.framework.strategy.strategy_loader import \
StrategyLoader
from watcher.decision_engine.strategies.dummy_strategy import DummyStrategy
from watcher.tests import base
class TestLoader(base.BaseTestCase):
@patch("watcher.decision_engine.framework.strategy."
"strategy_loader.ExtensionManager")
def test_strategy_loader(self, m_extension_manager):
dummy_strategy_name = "dummy"
m_extension_manager.return_value = ExtensionManager.make_test_instance(
extensions=[Extension(
name=dummy_strategy_name,
entry_point="%s:%s" % (DummyStrategy.__module__,
DummyStrategy.__name__),
plugin=DummyStrategy,
obj=None,
)],
namespace="watcher_strategies",
)
# Set up the fake Stevedore extensions
strategy_loader = StrategyLoader()
loaded_strategy = strategy_loader.load("dummy")
self.assertEqual("dummy", loaded_strategy.name)
self.assertEqual("Dummy Strategy", loaded_strategy.description)