# -*- 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. """ A :ref:`Strategy ` is an algorithm implementation which is able to find a :ref:`Solution ` for a given :ref:`Goal `. There may be several potential strategies which are able to achieve the same :ref:`Goal `. This is why it is possible to configure which specific :ref:`Strategy ` should be used for each :ref:`Goal `. Some strategies may provide better optimization results but may take more time to find an optimal :ref:`Solution `. When a new :ref:`Goal ` is added to the Watcher configuration, at least one default associated :ref:`Strategy ` should be provided as well. :ref:`Some default implementations are provided `, but it is possible to :ref:`develop new implementations ` which are dynamically loaded by Watcher at launch time. """ import abc import six from watcher.common import clients from watcher.common.loader import loadable from watcher.decision_engine.loading import default as loading from watcher.decision_engine.solution import default from watcher.decision_engine.strategy.common import level from watcher.metrics_engine.cluster_model_collector import manager @six.add_metaclass(abc.ABCMeta) class BaseStrategy(loadable.Loadable): """A base class for all the strategies A Strategy is an algorithm implementation which is able to find a Solution for a given Goal. """ def __init__(self, config, osc=None): """Constructor: the signature should be identical within the subclasses :param config: Configuration related to this plugin :type config: :py:class:`~.Struct` :param osc: An OpenStackClients instance :type osc: :py:class:`~.OpenStackClients` instance """ super(BaseStrategy, self).__init__(config) self._name = self.get_name() self._display_name = self.get_display_name() # default strategy level self._strategy_level = level.StrategyLevel.conservative self._cluster_state_collector = None # the solution given by the strategy self._solution = default.DefaultSolution() self._osc = osc self._collector_manager = None self._model = None self._goal = None @classmethod @abc.abstractmethod def get_name(cls): """The name of the strategy""" raise NotImplementedError() @classmethod @abc.abstractmethod def get_display_name(cls): """The goal display name for the strategy""" raise NotImplementedError() @classmethod @abc.abstractmethod def get_translatable_display_name(cls): """The translatable msgid of the strategy""" # Note(v-francoise): Defined here to be used as the translation key for # other services raise NotImplementedError() @classmethod @abc.abstractmethod def get_goal_name(cls): """The goal name for the strategy""" raise NotImplementedError() @classmethod def get_goal(cls): """The goal the strategy achieves""" goal_loader = loading.DefaultGoalLoader() return goal_loader.load(cls.get_goal_name()) @classmethod def get_config_opts(cls): """Defines the configuration options to be associated to this loadable :return: A list of configuration options relative to this Loadable :rtype: list of :class:`oslo_config.cfg.Opt` instances """ return [] @abc.abstractmethod def pre_execute(self): """Pre-execution phase This can be used to fetch some pre-requisites or data. """ raise NotImplementedError() @abc.abstractmethod def do_execute(self): """Strategy execution phase This phase is where you should put the main logic of your strategy. """ raise NotImplementedError() @abc.abstractmethod def post_execute(self): """Post-execution phase This can be used to compute the global efficacy """ raise NotImplementedError() def execute(self): """Execute a strategy :return: A computed solution (via a placement algorithm) :rtype: :py:class:`~.BaseSolution` instance """ self.pre_execute() self.do_execute() self.post_execute() return self.solution @property def collector(self): if self._collector_manager is None: self._collector_manager = manager.CollectorManager() return self._collector_manager @property def model(self): """Cluster data model :returns: Cluster data model the strategy is executed on :rtype model: :py:class:`~.ModelRoot` instance """ if self._model is None: collector = self.collector.get_cluster_model_collector( osc=self.osc) self._model = collector.get_latest_cluster_data_model() return self._model @property def osc(self): if not self._osc: self._osc = clients.OpenStackClients() return self._osc @property def solution(self): return self._solution @solution.setter def solution(self, s): self._solution = s @property def name(self): return self._name @property def display_name(self): return self._display_name @property def goal(self): return self._goal @property def strategy_level(self): return self._strategy_level @strategy_level.setter def strategy_level(self, s): self._strategy_level = s @property def state_collector(self): return self._cluster_state_collector @state_collector.setter def state_collector(self, s): self._cluster_state_collector = s @six.add_metaclass(abc.ABCMeta) class DummyBaseStrategy(BaseStrategy): @classmethod def get_goal_name(cls): return "dummy" @six.add_metaclass(abc.ABCMeta) class UnclassifiedStrategy(BaseStrategy): """This base class is used to ease the development of new strategies The goal defined within this strategy can be used to simplify the documentation explaining how to implement a new strategy plugin by ommitting the need for the strategy developer to define a goal straight away. """ @classmethod def get_goal_name(cls): return "unclassified" @six.add_metaclass(abc.ABCMeta) class ServerConsolidationBaseStrategy(BaseStrategy): @classmethod def get_goal_name(cls): return "server_consolidation" @six.add_metaclass(abc.ABCMeta) class ThermalOptimizationBaseStrategy(BaseStrategy): @classmethod def get_goal_name(cls): return "thermal_optimization" @six.add_metaclass(abc.ABCMeta) class WorkloadStabilizationBaseStrategy(BaseStrategy): @classmethod def get_goal_name(cls): return "workload_balancing"