openstack/watcher
Code Issues Proposed changes

Merge "New default planner"

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This commit is contained in:
Jenkins 2017-01-19 14:08:40 +00:00 committed by Gerrit Code Review
commit 926dbc8392
30 changed files with 2358 additions and 554 deletions
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5
setup.cfg
View File

@ -64,6 +64,7 @@ watcher_scoring_engine_containers =
watcher_strategies =
dummy = watcher.decision_engine.strategy.strategies.dummy_strategy:DummyStrategy
dummy_with_scorer = watcher.decision_engine.strategy.strategies.dummy_with_scorer:DummyWithScorer
dummy_with_resize = watcher.decision_engine.strategy.strategies.dummy_with_resize:DummyWithResize
basic = watcher.decision_engine.strategy.strategies.basic_consolidation:BasicConsolidation
outlet_temperature = watcher.decision_engine.strategy.strategies.outlet_temp_control:OutletTempControl
vm_workload_consolidation = watcher.decision_engine.strategy.strategies.vm_workload_consolidation:VMWorkloadConsolidation
@ -76,12 +77,14 @@ watcher_actions =
nop = watcher.applier.actions.nop:Nop
sleep = watcher.applier.actions.sleep:Sleep
change_nova_service_state = watcher.applier.actions.change_nova_service_state:ChangeNovaServiceState
resize = watcher.applier.actions.resize:Resize
watcher_workflow_engines =
taskflow = watcher.applier.workflow_engine.default:DefaultWorkFlowEngine
watcher_planners =
default = watcher.decision_engine.planner.default:DefaultPlanner
weight = watcher.decision_engine.planner.weight:WeightPlanner
workload_stabilization = watcher.decision_engine.planner.workload_stabilization:WorkloadStabilizationPlanner
watcher_cluster_data_model_collectors =
compute = watcher.decision_engine.model.collector.nova:NovaClusterDataModelCollector

52
watcher/api/controllers/v1/action.py
View File

@ -88,7 +88,6 @@ class Action(base.APIBase):
between the internal object model and the API representation of a action.
"""
_action_plan_uuid = None
_next_uuid = None
def _get_action_plan_uuid(self):
return self._action_plan_uuid
@ -105,22 +104,6 @@ class Action(base.APIBase):
except exception.ActionPlanNotFound:
self._action_plan_uuid = None
def _get_next_uuid(self):
return self._next_uuid
def _set_next_uuid(self, value):
if value == wtypes.Unset:
self._next_uuid = wtypes.Unset
elif value and self._next_uuid != value:
try:
action_next = objects.Action.get(
pecan.request.context, value)
self._next_uuid = action_next.uuid
self.next = action_next.id
except exception.ActionNotFound:
self.action_next_uuid = None
# raise e
uuid = wtypes.wsattr(types.uuid, readonly=True)
"""Unique UUID for this action"""
@ -138,10 +121,8 @@ class Action(base.APIBase):
input_parameters = types.jsontype
"""One or more key/value pairs """
next_uuid = wsme.wsproperty(types.uuid, _get_next_uuid,
_set_next_uuid,
mandatory=True)
"""This next action UUID"""
parents = wtypes.wsattr(types.jsontype, readonly=True)
"""UUIDs of parent actions"""
links = wsme.wsattr([link.Link], readonly=True)
"""A list containing a self link and associated action links"""
@ -152,7 +133,6 @@ class Action(base.APIBase):
self.fields = []
fields = list(objects.Action.fields)
fields.append('action_plan_uuid')
fields.append('next_uuid')
for field in fields:
# Skip fields we do not expose.
if not hasattr(self, field):
@ -163,15 +143,13 @@ class Action(base.APIBase):
self.fields.append('action_plan_id')
setattr(self, 'action_plan_uuid', kwargs.get('action_plan_id',
wtypes.Unset))
setattr(self, 'next_uuid', kwargs.get('next',
wtypes.Unset))
@staticmethod
def _convert_with_links(action, url, expand=True):
if not expand:
action.unset_fields_except(['uuid', 'state', 'next', 'next_uuid',
'action_plan_uuid', 'action_plan_id',
'action_type'])
action.unset_fields_except(['uuid', 'state', 'action_plan_uuid',
'action_plan_id', 'action_type',
'parents'])
action.links = [link.Link.make_link('self', url,
'actions', action.uuid),
@ -193,9 +171,9 @@ class Action(base.APIBase):
state='PENDING',
created_at=datetime.datetime.utcnow(),
deleted_at=None,
updated_at=datetime.datetime.utcnow())
updated_at=datetime.datetime.utcnow(),
parents=[])
sample._action_plan_uuid = '7ae81bb3-dec3-4289-8d6c-da80bd8001ae'
sample._next_uuid = '7ae81bb3-dec3-4289-8d6c-da80bd8001ae'
return cls._convert_with_links(sample, 'http://localhost:9322', expand)
@ -216,17 +194,6 @@ class ActionCollection(collection.Collection):
collection.actions = [Action.convert_with_links(p, expand)
for p in actions]
if 'sort_key' in kwargs:
reverse = False
if kwargs['sort_key'] == 'next_uuid':
if 'sort_dir' in kwargs:
reverse = True if kwargs['sort_dir'] == 'desc' else False
collection.actions = sorted(
collection.actions,
key=lambda action: action.next_uuid or '',
reverse=reverse)
collection.next = collection.get_next(limit, url=url, **kwargs)
return collection
@classmethod
@ -268,10 +235,7 @@ class ActionsController(rest.RestController):
if audit_uuid:
filters['audit_uuid'] = audit_uuid
if sort_key == 'next_uuid':
sort_db_key = None
else:
sort_db_key = sort_key
sort_db_key = sort_key
actions = objects.Action.list(pecan.request.context,
limit,

30
watcher/api/controllers/v1/action_plan.py
View File

@ -106,7 +106,7 @@ class ActionPlanPatchType(types.JsonPatchType):
@staticmethod
def mandatory_attrs():
return ["audit_id", "state", "first_action_id"]
return ["audit_id", "state"]
class ActionPlan(base.APIBase):
@ -120,7 +120,6 @@ class ActionPlan(base.APIBase):
_audit_uuid = None
_strategy_uuid = None
_strategy_name = None
_first_action_uuid = None
_efficacy_indicators = None
def _get_audit_uuid(self):
@ -137,21 +136,6 @@ class ActionPlan(base.APIBase):
except exception.AuditNotFound:
self._audit_uuid = None
def _get_first_action_uuid(self):
return self._first_action_uuid
def _set_first_action_uuid(self, value):
if value == wtypes.Unset:
self._first_action_uuid = wtypes.Unset
elif value and self._first_action_uuid != value:
try:
first_action = objects.Action.get(pecan.request.context,
value)
self._first_action_uuid = first_action.uuid
self.first_action_id = first_action.id
except exception.ActionNotFound:
self._first_action_uuid = None
def _get_efficacy_indicators(self):
if self._efficacy_indicators is None:
self._set_efficacy_indicators(wtypes.Unset)
@ -220,11 +204,6 @@ class ActionPlan(base.APIBase):
uuid = wtypes.wsattr(types.uuid, readonly=True)
"""Unique UUID for this action plan"""
first_action_uuid = wsme.wsproperty(
types.uuid, _get_first_action_uuid, _set_first_action_uuid,
mandatory=True)
"""The UUID of the first action this action plans links to"""
audit_uuid = wsme.wsproperty(types.uuid, _get_audit_uuid, _set_audit_uuid,
mandatory=True)
"""The UUID of the audit this port belongs to"""
@ -263,7 +242,6 @@ class ActionPlan(base.APIBase):
setattr(self, field, kwargs.get(field, wtypes.Unset))
self.fields.append('audit_uuid')
self.fields.append('first_action_uuid')
self.fields.append('efficacy_indicators')
setattr(self, 'audit_uuid', kwargs.get('audit_id', wtypes.Unset))
@ -271,16 +249,13 @@ class ActionPlan(base.APIBase):
setattr(self, 'strategy_uuid', kwargs.get('strategy_id', wtypes.Unset))
fields.append('strategy_name')
setattr(self, 'strategy_name', kwargs.get('strategy_id', wtypes.Unset))
setattr(self, 'first_action_uuid',
kwargs.get('first_action_id', wtypes.Unset))
@staticmethod
def _convert_with_links(action_plan, url, expand=True):
if not expand:
action_plan.unset_fields_except(
['uuid', 'state', 'efficacy_indicators', 'global_efficacy',
'updated_at', 'audit_uuid', 'strategy_uuid', 'strategy_name',
'first_action_uuid'])
'updated_at', 'audit_uuid', 'strategy_uuid', 'strategy_name'])
action_plan.links = [
link.Link.make_link(
@ -305,7 +280,6 @@ class ActionPlan(base.APIBase):
created_at=datetime.datetime.utcnow(),
deleted_at=None,
updated_at=datetime.datetime.utcnow())
sample._first_action_uuid = '57eaf9ab-5aaa-4f7e-bdf7-9a140ac7a720'
sample._audit_uuid = 'abcee106-14d3-4515-b744-5a26885cf6f6'
sample._efficacy_indicators = [{'description': 'Test indicator',
'name': 'test_indicator',

106
watcher/applier/actions/resize.py Normal file
View File

@ -0,0 +1,106 @@
# -*- encoding: utf-8 -*-
# Copyright (c) 2017 Servionica
#
# Authors: Alexander Chadin <a.chadin@servionica.ru>
#
# 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 oslo_log import log
import six
import voluptuous
from watcher._i18n import _, _LC
from watcher.applier.actions import base
from watcher.common import nova_helper
from watcher.common import utils
LOG = log.getLogger(__name__)
class Resize(base.BaseAction):
"""Resizes a server with specified flavor.
This action will allow you to resize a server to another flavor.
The action schema is::
schema = Schema({
'resource_id': str, # should be a UUID
'flavor': str, # should be either ID or Name of Flavor
})
The `resource_id` is the UUID of the server to resize.
The `flavor` is the ID or Name of Flavor (Nova accepts either ID or Name
of Flavor to resize() function).
"""
# input parameters constants
FLAVOR = 'flavor'
def check_resource_id(self, value):
if (value is not None and
len(value) > 0 and not
utils.is_uuid_like(value)):
raise voluptuous.Invalid(_("The parameter "
"resource_id is invalid."))
@property
def schema(self):
return voluptuous.Schema({
voluptuous.Required(self.RESOURCE_ID): self.check_resource_id,
voluptuous.Required(self.FLAVOR):
voluptuous.All(voluptuous.Any(*six.string_types),
voluptuous.Length(min=1)),
})
@property
def instance_uuid(self):
return self.resource_id
@property
def flavor(self):
return self.input_parameters.get(self.FLAVOR)
def resize(self):
nova = nova_helper.NovaHelper(osc=self.osc)
LOG.debug("Resize instance %s to %s flavor", self.instance_uuid,
self.flavor)
instance = nova.find_instance(self.instance_uuid)
result = None
if instance:
try:
result = nova.resize_instance(
instance_id=self.instance_uuid, flavor=self.flavor)
except Exception as exc:
LOG.exception(exc)
LOG.critical(
_LC("Unexpected error occurred. Resizing failed for "
"instance %s."), self.instance_uuid)
return result
def execute(self):
return self.resize()
def revert(self):
return self.migrate(destination=self.source_node)
def pre_condition(self):
# TODO(jed): check if the instance exists / check if the instance is on
# the source_node
pass
def post_condition(self):
# TODO(jed): check extra parameters (network response, etc.)
pass

4
watcher/common/exception.py
View File

@ -282,6 +282,10 @@ class ActionFilterCombinationProhibited(Invalid):
"prohibited")
class UnsupportedActionType(UnsupportedError):
msg_fmt = _("Provided %(action_type) is not supported yet")
class EfficacyIndicatorNotFound(ResourceNotFound):
msg_fmt = _("Efficacy indicator %(efficacy_indicator)s could not be found")

74
watcher/common/nova_helper.py
View File

@ -305,6 +305,70 @@ class NovaHelper(object):
return True
def resize_instance(self, instance_id, flavor, retry=120):
"""This method resizes given instance with specified flavor.
This method uses the Nova built-in resize()
action to do a resize of a given instance.
It returns True if the resize was successful,
False otherwise.
:param instance_id: the unique id of the instance to resize.
:param flavor: the name or ID of the flavor to resize to.
"""
LOG.debug("Trying a resize of instance %s to flavor '%s'" % (
instance_id, flavor))
# Looking for the instance to resize
instance = self.find_instance(instance_id)
flavor_id = None
try:
flavor_id = self.nova.flavors.get(flavor)
except nvexceptions.NotFound:
flavor_id = [f.id for f in self.nova.flavors.list() if
f.name == flavor][0]
except nvexceptions.ClientException as e:
LOG.debug("Nova client exception occurred while resizing "
"instance %s. Exception: %s", instance_id, e)
if not flavor_id:
LOG.debug("Flavor not found: %s" % flavor)
return False
if not instance:
LOG.debug("Instance not found: %s" % instance_id)
return False
instance_status = getattr(instance, 'OS-EXT-STS:vm_state')
LOG.debug(
"Instance %s is in '%s' status." % (instance_id,
instance_status))
instance.resize(flavor=flavor_id)
while getattr(instance,
'OS-EXT-STS:vm_state') != 'resized' \
and retry:
instance = self.nova.servers.get(instance.id)
LOG.debug(
'Waiting the resize of {0} to {1}'.format(
instance, flavor_id))
time.sleep(1)
retry -= 1
instance_status = getattr(instance, 'status')
if instance_status != 'VERIFY_RESIZE':
return False
instance.confirm_resize()
LOG.debug("Resizing succeeded : instance %s is now on flavor "
"'%s'.", instance_id, flavor_id)
return True
def live_migrate_instance(self, instance_id, dest_hostname,
block_migration=False, retry=120):
"""This method does a live migration of a given instance
@ -645,6 +709,16 @@ class NovaHelper(object):
return network_id
def get_instance_by_uuid(self, instance_uuid):
return [instance for instance in
self.nova.servers.list(search_opts={"all_tenants": True,
"uuid": instance_uuid})]
def get_instance_by_name(self, instance_name):
return [instance for instance in
self.nova.servers.list(search_opts={"all_tenants": True,
"name": instance_name})]
def get_instances_by_node(self, host):
return [instance for instance in
self.nova.servers.list(search_opts={"all_tenants": True})

2
watcher/conf/planner.py
View File

@ -22,7 +22,7 @@ watcher_planner = cfg.OptGroup(name='watcher_planner',
title='Defines the parameters of '
'the planner')
default_planner = 'default'
default_planner = 'weight'
WATCHER_PLANNER_OPTS = {
cfg.StrOpt('planner',

3
watcher/db/sqlalchemy/api.py
View File

@ -746,6 +746,9 @@ class Connection(api.BaseConnection):
if not values.get('uuid'):
values['uuid'] = utils.generate_uuid()
if values.get('state') is None:
values['state'] = objects.action.State.PENDING
try:
action = self._create(models.Action, values)
except db_exc.DBDuplicateEntry:

3
watcher/db/sqlalchemy/models.py
View File

@ -193,7 +193,6 @@ class ActionPlan(Base):
)
id = Column(Integer, primary_key=True, autoincrement=True)
uuid = Column(String(36))
first_action_id = Column(Integer)
audit_id = Column(Integer, ForeignKey('audits.id'), nullable=False)
strategy_id = Column(Integer, ForeignKey('strategies.id'), nullable=False)
state = Column(String(20), nullable=True)
@ -219,7 +218,7 @@ class Action(Base):
action_type = Column(String(255), nullable=False)
input_parameters = Column(JSONEncodedDict, nullable=True)
state = Column(String(20), nullable=True)
next = Column(String(36), nullable=True)
parents = Column(JSONEncodedList, nullable=True)
action_plan = orm.relationship(
ActionPlan, foreign_keys=action_plan_id, lazy=None)

169
watcher/decision_engine/planner/default.py
View File

@ -1,169 +0,0 @@
# -*- encoding: utf-8 -*-
# Copyright (c) 2015 b<>com
#
# Authors: Jean-Emile DARTOIS <jean-emile.dartois@b-com.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 oslo_config import cfg
from oslo_log import log
from watcher._i18n import _LW
from watcher.common import utils
from watcher.decision_engine.planner import base
from watcher import objects
LOG = log.getLogger(__name__)
class DefaultPlanner(base.BasePlanner):
"""Default planner implementation
This implementation comes with basic rules with a set of action types that
are weighted. An action having a lower weight will be scheduled before the
other ones. The set of action types can be specified by 'weights' in the
``watcher.conf``. You need to associate a different weight to all available
actions into the configuration file, otherwise you will get an error when
the new action will be referenced in the solution produced by a strategy.
"""
weights_dict = {
'nop': 0,
'sleep': 1,
'change_nova_service_state': 2,
'migrate': 3,
}
@classmethod
def get_config_opts(cls):
return [
cfg.DictOpt(
'weights',
help="These weights are used to schedule the actions",
default=cls.weights_dict),
]
def create_action(self,
action_plan_id,
action_type,
input_parameters=None):
uuid = utils.generate_uuid()
action = {
'uuid': uuid,
'action_plan_id': int(action_plan_id),
'action_type': action_type,
'input_parameters': input_parameters,
'state': objects.action.State.PENDING,
'next': None,
}
return action
def schedule(self, context, audit_id, solution):
LOG.debug('Creating an action plan for the audit uuid: %s', audit_id)
priorities = self.config.weights
action_plan = self._create_action_plan(context, audit_id, solution)
actions = list(solution.actions)
to_schedule = []
for action in actions:
json_action = self.create_action(
action_plan_id=action_plan.id,
action_type=action.get('action_type'),
input_parameters=action.get('input_parameters'))
to_schedule.append((priorities[action.get('action_type')],
json_action))
self._create_efficacy_indicators(
context, action_plan.id, solution.efficacy_indicators)
# scheduling
scheduled = sorted(to_schedule, key=lambda x: (x[0]))
if len(scheduled) == 0:
LOG.warning(_LW("The action plan is empty"))
action_plan.first_action_id = None
action_plan.state = objects.action_plan.State.SUCCEEDED
action_plan.save()
else:
# create the first action
parent_action = self._create_action(context,
scheduled[0][1],
None)
# remove first
scheduled.pop(0)
action_plan.first_action_id = parent_action.id
action_plan.save()
for s_action in scheduled:
current_action = self._create_action(context, s_action[1],
parent_action)
parent_action = current_action
return action_plan
def _create_action_plan(self, context, audit_id, solution):
strategy = objects.Strategy.get_by_name(
context, solution.strategy.name)
action_plan_dict = {
'uuid': utils.generate_uuid(),
'audit_id': audit_id,
'strategy_id': strategy.id,
'first_action_id': None,
'state': objects.action_plan.State.RECOMMENDED,
'global_efficacy': solution.global_efficacy,
}
new_action_plan = objects.ActionPlan(context, **action_plan_dict)
new_action_plan.create()
return new_action_plan
def _create_efficacy_indicators(self, context, action_plan_id, indicators):
efficacy_indicators = []
for indicator in indicators:
efficacy_indicator_dict = {
'uuid': utils.generate_uuid(),
'name': indicator.name,
'description': indicator.description,
'unit': indicator.unit,
'value': indicator.value,
'action_plan_id': action_plan_id,
}
new_efficacy_indicator = objects.EfficacyIndicator(
context, **efficacy_indicator_dict)
new_efficacy_indicator.create()
efficacy_indicators.append(new_efficacy_indicator)
return efficacy_indicators
def _create_action(self, context, _action, parent_action):
try:
LOG.debug("Creating the %s in the Watcher database",
_action.get("action_type"))
new_action = objects.Action(context, **_action)
new_action.create()
new_action.save()
if parent_action:
parent_action.next = new_action.id
parent_action.save()
return new_action
except Exception as exc:
LOG.exception(exc)
raise

233
watcher/decision_engine/planner/weight.py Normal file
View File

@ -0,0 +1,233 @@
# -*- encoding: utf-8 -*-
#
# Authors: Vincent Francoise <Vincent.FRANCOISE@b-com.com>
# Alexander Chadin <a.chadin@servionica.ru>
# 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 collections
import networkx as nx
from oslo_config import cfg
from oslo_config import types
from oslo_log import log
from watcher._i18n import _LW
from watcher.common import utils
from watcher.decision_engine.planner import base
from watcher import objects
LOG = log.getLogger(__name__)
class WeightPlanner(base.BasePlanner):
"""Weight planner implementation
This implementation builds actions with parents in accordance with weights.
Set of actions having a lower weight will be scheduled before
the other ones. There are two config options to configure:
action_weights and parallelization.
*Limitations*
- This planner requires to have action_weights and parallelization configs
tuned well.
"""
def __init__(self, config):
super(WeightPlanner, self).__init__(config)
action_weights = {
'turn_host_to_acpi_s3_state': 10,
'resize': 20,
'migrate': 30,
'sleep': 40,
'change_nova_service_state': 50,
'nop': 60,
}
parallelization = {
'turn_host_to_acpi_s3_state': 2,
'resize': 2,
'migrate': 2,
'sleep': 1,
'change_nova_service_state': 1,
'nop': 1,
}
@classmethod
def get_config_opts(cls):
return [
cfg.Opt(
'weights',
type=types.Dict(value_type=types.Integer()),
help="These weights are used to schedule the actions. "
"Action Plan will be build in accordance with sets of "
"actions ordered by descending weights."
"Two action types cannot have the same weight. ",
default=cls.action_weights),
cfg.Opt(
'parallelization',
type=types.Dict(value_type=types.Integer()),
help="Number of actions to be run in parallel on a per "
"action type basis.",
default=cls.parallelization),
]
@staticmethod
def format_action(action_plan_id, action_type,
input_parameters=None, parents=()):
return {
'uuid': utils.generate_uuid(),
'action_plan_id': int(action_plan_id),
'action_type': action_type,
'input_parameters': input_parameters,
'state': objects.action.State.PENDING,
'parents': parents or None,
}
@staticmethod
def chunkify(lst, n):
"""Yield successive n-sized chunks from lst."""
if n < 1:
# Just to make sure the number is valid
n = 1
# Split a flat list in a list of chunks of size n.
# e.g. chunkify([0, 1, 2, 3, 4], 2) -> [[0, 1], [2, 3], [4]]
for i in range(0, len(lst), n):
yield lst[i:i + n]
def compute_action_graph(self, sorted_weighted_actions):
reverse_weights = {v: k for k, v in self.config.weights.items()}
# leaf_groups contains a list of list of nodes called groups
# each group is a set of nodes from which a future node will
# branch off (parent nodes).
# START --> migrate-1 --> migrate-3
# \ \--> resize-1 --> FINISH
# \--> migrate-2 -------------/
# In the above case migrate-1 will the only memeber of the leaf
# group that migrate-3 will use as parent group, whereas
# resize-1 will have both migrate-2 and migrate-3 in its
# parent/leaf group
leaf_groups = []
action_graph = nx.DiGraph()
# We iterate through each action type category (sorted by weight) to
# insert them in a Directed Acyclic Graph
for idx, (weight, actions) in enumerate(sorted_weighted_actions):
action_chunks = self.chunkify(
actions, self.config.parallelization[reverse_weights[weight]])
# We split the actions into chunks/layers that will have to be
# spread across all the available branches of the graph
for chunk_idx, actions_chunk in enumerate(action_chunks):
for action in actions_chunk:
action_graph.add_node(action)
# all other actions
parent_nodes = []
if not idx and not chunk_idx:
parent_nodes = []
elif leaf_groups:
parent_nodes = leaf_groups
for parent_node in parent_nodes:
action_graph.add_edge(parent_node, action)
action.parents.append(parent_node.uuid)
if leaf_groups:
leaf_groups = []
leaf_groups.extend([a for a in actions_chunk])
return action_graph
def schedule(self, context, audit_id, solution):
LOG.debug('Creating an action plan for the audit uuid: %s', audit_id)
action_plan = self.create_action_plan(context, audit_id, solution)
sorted_weighted_actions = self.get_sorted_actions_by_weight(
context, action_plan, solution)
action_graph = self.compute_action_graph(sorted_weighted_actions)
self._create_efficacy_indicators(
context, action_plan.id, solution.efficacy_indicators)
if len(action_graph.nodes()) == 0:
LOG.warning(_LW("The action plan is empty"))
action_plan.state = objects.action_plan.State.SUCCEEDED
action_plan.save()
self.create_scheduled_actions(action_plan, action_graph)
return action_plan
def get_sorted_actions_by_weight(self, context, action_plan, solution):
# We need to make them immutable to add them to the graph
action_objects = list([
objects.Action(
context, uuid=utils.generate_uuid(), parents=[],
action_plan_id=action_plan.id, **a)
for a in solution.actions])
# This is a dict of list with each being a weight and the list being
# all the actions associated to this weight
weighted_actions = collections.defaultdict(list)
for action in action_objects:
action_weight = self.config.weights[action.action_type]
weighted_actions[action_weight].append(action)
return reversed(sorted(weighted_actions.items(), key=lambda x: x[0]))
def create_scheduled_actions(self, action_plan, graph):
for action in graph.nodes():
LOG.debug("Creating the %s in the Watcher database",
action.action_type)
try:
action.create()
except Exception as exc:
LOG.exception(exc)
raise
def create_action_plan(self, context, audit_id, solution):
strategy = objects.Strategy.get_by_name(
context, solution.strategy.name)
action_plan_dict = {
'uuid': utils.generate_uuid(),
'audit_id': audit_id,
'strategy_id': strategy.id,
'state': objects.action_plan.State.RECOMMENDED,
'global_efficacy': solution.global_efficacy,
}
new_action_plan = objects.ActionPlan(context, **action_plan_dict)
new_action_plan.create()
return new_action_plan
def _create_efficacy_indicators(self, context, action_plan_id, indicators):
efficacy_indicators = []
for indicator in indicators:
efficacy_indicator_dict = {
'uuid': utils.generate_uuid(),
'name': indicator.name,
'description': indicator.description,
'unit': indicator.unit,
'value': indicator.value,
'action_plan_id': action_plan_id,
}
new_efficacy_indicator = objects.EfficacyIndicator(
context, **efficacy_indicator_dict)
new_efficacy_indicator.create()
efficacy_indicators.append(new_efficacy_indicator)
return efficacy_indicators

301
watcher/decision_engine/planner/workload_stabilization.py Normal file
View File

@ -0,0 +1,301 @@
# -*- encoding: utf-8 -*-
#
# 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 abc
from oslo_config import cfg
from oslo_config import types
from oslo_log import log
from watcher._i18n import _LW
from watcher.common import clients
from watcher.common import exception
from watcher.common import nova_helper
from watcher.common import utils
from watcher.decision_engine.planner import base
from watcher import objects
LOG = log.getLogger(__name__)
class WorkloadStabilizationPlanner(base.BasePlanner):
"""Workload Stabilization planner implementation
This implementation comes with basic rules with a set of action types that
are weighted. An action having a lower weight will be scheduled before the
other ones. The set of action types can be specified by 'weights' in the
``watcher.conf``. You need to associate a different weight to all available
actions into the configuration file, otherwise you will get an error when
the new action will be referenced in the solution produced by a strategy.
*Limitations*
- This is a proof of concept that is not meant to be used in production
"""
def __init__(self, config):
super(WorkloadStabilizationPlanner, self).__init__(config)
self._osc = clients.OpenStackClients()
@property
def osc(self):
return self._osc
weights_dict = {
'turn_host_to_acpi_s3_state': 0,
'resize': 1,
'migrate': 2,
'sleep': 3,
'change_nova_service_state': 4,
'nop': 5,
}
@classmethod
def get_config_opts(cls):
return [
cfg.Opt(
'weights',
type=types.Dict(value_type=types.Integer()),
help="These weights are used to schedule the actions",
default=cls.weights_dict),
]
def create_action(self,
action_plan_id,
action_type,
input_parameters=None):
uuid = utils.generate_uuid()
action = {
'uuid': uuid,
'action_plan_id': int(action_plan_id),
'action_type': action_type,
'input_parameters': input_parameters,
'state': objects.action.State.PENDING,
'parents': None
}
return action
def load_child_class(self, child_name):
for c in BaseActionValidator.__subclasses__():
if child_name == c.action_name:
return c()
return None
def schedule(self, context, audit_id, solution):
LOG.debug('Creating an action plan for the audit uuid: %s', audit_id)
weights = self.config.weights
action_plan = self._create_action_plan(context, audit_id, solution)
actions = list(solution.actions)
to_schedule = []
for action in actions:
json_action = self.create_action(
action_plan_id=action_plan.id,
action_type=action.get('action_type'),
input_parameters=action.get('input_parameters'))
to_schedule.append((weights[action.get('action_type')],
json_action))
self._create_efficacy_indicators(
context, action_plan.id, solution.efficacy_indicators)
# scheduling
scheduled = sorted(to_schedule, key=lambda weight: (weight[0]),
reverse=True)
if len(scheduled) == 0:
LOG.warning(_LW("The action plan is empty"))
action_plan.state = objects.action_plan.State.SUCCEEDED
action_plan.save()
else:
resource_action_map = {}
scheduled_actions = [x[1] for x in scheduled]
for action in scheduled_actions:
a_type = action['action_type']
if a_type != 'turn_host_to_acpi_s3_state':
plugin_action = self.load_child_class(
action.get("action_type"))
if not plugin_action:
raise exception.UnsupportedActionType(
action_type=action.get("action_type"))
db_action = self._create_action(context, action)
parents = plugin_action.validate_parents(
resource_action_map, action)
if parents:
db_action.parents = parents
db_action.save()
# if we have an action that will make host unreachable, we need
# to complete all actions (resize and migration type)
# related to the host.
# Note(alexchadin): turn_host_to_acpi_s3_state doesn't
# actually exist. Placed code shows relations between
# action types.
# TODO(alexchadin): add turn_host_to_acpi_s3_state action type.
else:
host_to_acpi_s3 = action['input_parameters']['resource_id']
host_actions = resource_action_map.get(host_to_acpi_s3)
action_parents = []
if host_actions:
resize_actions = [x[0] for x in host_actions
if x[1] == 'resize']
migrate_actions = [x[0] for x in host_actions
if x[1] == 'migrate']
resize_migration_parents = [
x.parents for x in
[objects.Action.get_by_uuid(context, resize_action)
for resize_action in resize_actions]]
# resize_migration_parents should be one level list
resize_migration_parents = [
parent for sublist in resize_migration_parents
for parent in sublist]
action_parents.extend([uuid for uuid in
resize_actions])
action_parents.extend([uuid for uuid in
migrate_actions if uuid not in
resize_migration_parents])
db_action = self._create_action(context, action)
db_action.parents = action_parents
db_action.save()
return action_plan
def _create_action_plan(self, context, audit_id, solution):
strategy = objects.Strategy.get_by_name(
context, solution.strategy.name)
action_plan_dict = {
'uuid': utils.generate_uuid(),
'audit_id': audit_id,
'strategy_id': strategy.id,
'state': objects.action_plan.State.RECOMMENDED,
'global_efficacy': solution.global_efficacy,
}
new_action_plan = objects.ActionPlan(context, **action_plan_dict)
new_action_plan.create()
return new_action_plan
def _create_efficacy_indicators(self, context, action_plan_id, indicators):
efficacy_indicators = []
for indicator in indicators:
efficacy_indicator_dict = {
'uuid': utils.generate_uuid(),
'name': indicator.name,
'description': indicator.description,
'unit': indicator.unit,
'value': indicator.value,
'action_plan_id': action_plan_id,
}
new_efficacy_indicator = objects.EfficacyIndicator(
context, **efficacy_indicator_dict)
new_efficacy_indicator.create()
efficacy_indicators.append(new_efficacy_indicator)
return efficacy_indicators
def _create_action(self, context, _action):
try:
LOG.debug("Creating the %s in the Watcher database",
_action.get("action_type"))
new_action = objects.Action(context, **_action)
new_action.create()
return new_action
except Exception as exc:
LOG.exception(exc)
raise
class BaseActionValidator(object):
action_name = None
def __init__(self):
super(BaseActionValidator, self).__init__()
self._osc = None
@property
def osc(self):
if not self._osc:
self._osc = clients.OpenStackClients()
return self._osc
@abc.abstractmethod
def validate_parents(self, resource_action_map, action):
raise NotImplementedError()
def _mapping(self, resource_action_map, resource_id, action_uuid,
action_type):
if resource_id not in resource_action_map:
resource_action_map[resource_id] = [(action_uuid,
action_type,)]
else:
resource_action_map[resource_id].append((action_uuid,
action_type,))
class MigrationActionValidator(BaseActionValidator):
action_name = "migrate"
def validate_parents(self, resource_action_map, action):
instance_uuid = action['input_parameters']['resource_id']
host_name = action['input_parameters']['source_node']
self._mapping(resource_action_map, instance_uuid, action['uuid'],
'migrate')
self._mapping(resource_action_map, host_name, action['uuid'],
'migrate')
class ResizeActionValidator(BaseActionValidator):
action_name = "resize"
def validate_parents(self, resource_action_map, action):
nova = nova_helper.NovaHelper(osc=self.osc)
instance_uuid = action['input_parameters']['resource_id']
parent_actions = resource_action_map.get(instance_uuid)
host_of_instance = nova.get_hostname(
nova.get_instance_by_uuid(instance_uuid)[0])
self._mapping(resource_action_map, host_of_instance, action['uuid'],
'resize')
if parent_actions:
return [x[0] for x in parent_actions]
else:
return []
class ChangeNovaServiceStateActionValidator(BaseActionValidator):
action_name = "change_nova_service_state"
def validate_parents(self, resource_action_map, action):
host_name = action['input_parameters']['resource_id']
self._mapping(resource_action_map, host_name, action.uuid,
'change_nova_service_state')
return []
class SleepActionValidator(BaseActionValidator):
action_name = "sleep"
def validate_parents(self, resource_action_map, action):
return []
class NOPActionValidator(BaseActionValidator):
action_name = "nop"
def validate_parents(self, resource_action_map, action):
return []

119
watcher/decision_engine/strategy/strategies/dummy_with_resize.py Normal file
View File

@ -0,0 +1,119 @@
# -*- encoding: utf-8 -*-
#
# 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 oslo_log import log
from watcher._i18n import _
from watcher.decision_engine.strategy.strategies import base
LOG = log.getLogger(__name__)
class DummyWithResize(base.DummyBaseStrategy):
"""Dummy strategy used for integration testing via Tempest
*Description*
This strategy does not provide any useful optimization. Its only purpose
is to be used by Tempest tests.
*Requirements*
<None>
*Limitations*
Do not use in production.
*Spec URL*
<None>
"""
NOP = "nop"
SLEEP = "sleep"
def pre_execute(self):
pass
def do_execute(self):
para1 = self.input_parameters.para1
para2 = self.input_parameters.para2
LOG.debug("Executing Dummy strategy with para1=%(p1)f, para2=%(p2)s",
{'p1': para1, 'p2': para2})
parameters = {'message': 'hello World'}
self.solution.add_action(action_type=self.NOP,
input_parameters=parameters)
parameters = {'message': 'Welcome'}
self.solution.add_action(action_type=self.NOP,
input_parameters=parameters)
self.solution.add_action(action_type=self.SLEEP,
input_parameters={'duration': 5.0})
self.solution.add_action(
action_type='migrate',
resource_id='b199db0c-1408-4d52-b5a5-5ca14de0ff36',
input_parameters={
'source_node': 'server1',
'destination_node': 'server2'})
self.solution.add_action(
action_type='migrate',
resource_id='8db1b3c1-7938-4c34-8c03-6de14b874f8f',
input_parameters={
'source_node': 'server1',
'destination_node': 'server2'}
)
self.solution.add_action(
action_type='resize',
resource_id='8db1b3c1-7938-4c34-8c03-6de14b874f8f',
input_parameters={'flavor': 'x1'}
)
def post_execute(self):
pass
@classmethod
def get_name(cls):
return "dummy_with_resize"
@classmethod
def get_display_name(cls):
return _("Dummy strategy with resize")
@classmethod
def get_translatable_display_name(cls):
return "Dummy strategy with resize"
@classmethod
def get_schema(cls):
# Mandatory default setting for each element
return {
"properties": {
"para1": {
"description": "number parameter example",
"type": "number",
"default": 3.2,
"minimum": 1.0,
"maximum": 10.2,
},
"para2": {
"description": "string parameter example",
"type": "string",
"default": "hello"
},
},
}

5
watcher/objects/action.py
View File

@ -37,7 +37,8 @@ class Action(base.WatcherPersistentObject, base.WatcherObject,
# Version 1.0: Initial version
# Version 1.1: Added 'action_plan' object field
VERSION = '1.1'
# Version 2.0: Removed 'next' object field, Added 'parents' object field
VERSION = '2.0'
dbapi = db_api.get_instance()
@ -48,7 +49,7 @@ class Action(base.WatcherPersistentObject, base.WatcherObject,
'action_type': wfields.StringField(nullable=True),
'input_parameters': wfields.DictField(nullable=True),
'state': wfields.StringField(nullable=True),
'next': wfields.IntegerField(nullable=True),
'parents': wfields.ListOfStringsField(nullable=True),
'action_plan': wfields.ObjectField('ActionPlan', nullable=True),
}

4
watcher/objects/action_plan.py
View File

@ -95,7 +95,8 @@ class ActionPlan(base.WatcherPersistentObject, base.WatcherObject,
# Version 1.0: Initial version
# Version 1.1: Added 'audit' and 'strategy' object field
# Version 1.2: audit_id is not nullable anymore
VERSION = '1.2'
# Version 2.0: Removed 'first_action_id' object field
VERSION = '2.0'
dbapi = db_api.get_instance()
@ -104,7 +105,6 @@ class ActionPlan(base.WatcherPersistentObject, base.WatcherObject,
'uuid': wfields.UUIDField(),
'audit_id': wfields.IntegerField(),
'strategy_id': wfields.IntegerField(),
'first_action_id': wfields.IntegerField(nullable=True),
'state': wfields.StringField(nullable=True),
'global_efficacy': wfields.FlexibleDictField(nullable=True),

75
watcher/tests/api/v1/test_actions.py
View File

@ -34,7 +34,7 @@ def post_get_test_action(**kw):
del action['action_plan_id']
action['action_plan_uuid'] = kw.get('action_plan_uuid',
action_plan['uuid'])
action['next'] = None
action['parents'] = None
return action
@ -42,7 +42,7 @@ class TestActionObject(base.TestCase):
def test_action_init(self):
action_dict = api_utils.action_post_data(action_plan_id=None,
next=None)
parents=None)
del action_dict['state']
action = api_action.Action(**action_dict)
self.assertEqual(wtypes.Unset, action.state)
@ -67,13 +67,13 @@ class TestListAction(api_base.FunctionalTest):
self.assertIn(field, action)
def test_one(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
response = self.get_json('/actions')
self.assertEqual(action.uuid, response['actions'][0]["uuid"])
self._assert_action_fields(response['actions'][0])
def test_one_soft_deleted(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
action.soft_delete()
response = self.get_json('/actions',
headers={'X-Show-Deleted': 'True'})
@ -84,7 +84,7 @@ class TestListAction(api_base.FunctionalTest):
self.assertEqual([], response['actions'])
def test_get_one(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
response = self.get_json('/actions/%s' % action['uuid'])
self.assertEqual(action.uuid, response['uuid'])
self.assertEqual(action.action_type, response['action_type'])
@ -92,7 +92,7 @@ class TestListAction(api_base.FunctionalTest):
self._assert_action_fields(response)
def test_get_one_soft_deleted(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
action.soft_delete()
response = self.get_json('/actions/%s' % action['uuid'],
headers={'X-Show-Deleted': 'True'})
@ -104,13 +104,13 @@ class TestListAction(api_base.FunctionalTest):
self.assertEqual(404, response.status_int)
def test_detail(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
response = self.get_json('/actions/detail')
self.assertEqual(action.uuid, response['actions'][0]["uuid"])
self._assert_action_fields(response['actions'][0])
def test_detail_soft_deleted(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
action.soft_delete()
response = self.get_json('/actions/detail',
headers={'X-Show-Deleted': 'True'})
@ -121,7 +121,7 @@ class TestListAction(api_base.FunctionalTest):
self.assertEqual([], response['actions'])
def test_detail_against_single(self):
action = obj_utils.create_test_action(self.context, next=None)
action = obj_utils.create_test_action(self.context, parents=None)
response = self.get_json('/actions/%s/detail' % action['uuid'],
expect_errors=True)
self.assertEqual(404, response.status_int)
@ -312,18 +312,23 @@ class TestListAction(api_base.FunctionalTest):
set([act['uuid'] for act in response['actions']
if act['action_plan_uuid'] == action_plan2.uuid]))
def test_many_with_next_uuid(self):
def test_many_with_parents(self):
action_list = []
for id_ in range(5):
action = obj_utils.create_test_action(self.context, id=id_,
uuid=utils.generate_uuid(),
next=id_ + 1)
if id_ > 0:
action = obj_utils.create_test_action(
self.context, id=id_, uuid=utils.generate_uuid(),
parents=[action_list[id_ - 1]])
else:
action = obj_utils.create_test_action(
self.context, id=id_, uuid=utils.generate_uuid(),
parents=[])
action_list.append(action.uuid)
response = self.get_json('/actions')
response_actions = response['actions']
for id_ in range(4):
self.assertEqual(response_actions[id_]['next_uuid'],
response_actions[id_ + 1]['uuid'])
self.assertEqual(response_actions[id_]['uuid'],
response_actions[id_ + 1]['parents'][0])
def test_many_without_soft_deleted(self):
action_list = []
@ -357,30 +362,6 @@ class TestListAction(api_base.FunctionalTest):
uuids = [s['uuid'] for s in response['actions']]
self.assertEqual(sorted(action_list), sorted(uuids))
def test_many_with_sort_key_next_uuid(self):
for id_ in range(5):
obj_utils.create_test_action(self.context, id=id_,
uuid=utils.generate_uuid(),
next=id_ + 1)
response = self.get_json('/actions/')
reference_uuids = [
s.get('next_uuid', '') for s in response['actions']
]
response = self.get_json('/actions/?sort_key=next_uuid')
self.assertEqual(5, len(response['actions']))
uuids = [(s['next_uuid'] if 'next_uuid' in s else '')
for s in response['actions']]
self.assertEqual(sorted(reference_uuids), uuids)
response = self.get_json('/actions/?sort_key=next_uuid&sort_dir=desc')
self.assertEqual(5, len(response['actions']))
uuids = [(s['next_uuid'] if 'next_uuid' in s else '')
for s in response['actions']]
self.assertEqual(sorted(reference_uuids, reverse=True), uuids)
def test_links(self):
uuid = utils.generate_uuid()
obj_utils.create_test_action(self.context, id=1, uuid=uuid)
@ -393,18 +374,15 @@ class TestListAction(api_base.FunctionalTest):
self.assertTrue(self.validate_link(l['href'], bookmark=bookmark))
def test_collection_links(self):
next = -1
parents = None
for id_ in range(5):
action = obj_utils.create_test_action(self.context, id=id_,
uuid=utils.generate_uuid(),
next=next)
next = action.id
parents=parents)
parents = [action.id]
response = self.get_json('/actions/?limit=3')
self.assertEqual(3, len(response['actions']))
next_marker = response['actions'][-1]['uuid']
self.assertIn(next_marker, response['next'])
def test_collection_links_default_limit(self):
cfg.CONF.set_override('max_limit', 3, 'api',
enforce_type=True)
@ -414,9 +392,6 @@ class TestListAction(api_base.FunctionalTest):
response = self.get_json('/actions')
self.assertEqual(3, len(response['actions']))
next_marker = response['actions'][-1]['uuid']
self.assertIn(next_marker, response['next'])
class TestPatch(api_base.FunctionalTest):
@ -426,7 +401,7 @@ class TestPatch(api_base.FunctionalTest):
obj_utils.create_test_strategy(self.context)
obj_utils.create_test_audit(self.context)
obj_utils.create_test_action_plan(self.context)
self.action = obj_utils.create_test_action(self.context, next=None)
self.action = obj_utils.create_test_action(self.context, parents=None)
p = mock.patch.object(db_api.BaseConnection, 'update_action')
self.mock_action_update = p.start()
self.mock_action_update.side_effect = self._simulate_rpc_action_update
@ -461,7 +436,7 @@ class TestDelete(api_base.FunctionalTest):
self.strategy = obj_utils.create_test_strategy(self.context)
self.audit = obj_utils.create_test_audit(self.context)
self.action_plan = obj_utils.create_test_action_plan(self.context)
self.action = obj_utils.create_test_action(self.context, next=None)
self.action = obj_utils.create_test_action(self.context, parents=None)
p = mock.patch.object(db_api.BaseConnection, 'update_action')
self.mock_action_update = p.start()
self.mock_action_update.side_effect = self._simulate_rpc_action_update

10
watcher/tests/api/v1/test_actions_plans.py
View File

@ -77,14 +77,6 @@ class TestListActionPlan(api_base.FunctionalTest):
'unit': '%'}],
response['efficacy_indicators'])
def test_get_one_with_first_action(self):
action_plan = obj_utils.create_test_action_plan(self.context)
action = obj_utils.create_test_action(self.context, id=1)
response = self.get_json('/action_plans/%s' % action_plan['uuid'])
self.assertEqual(action_plan.uuid, response['uuid'])
self.assertEqual(action.uuid, response['first_action_uuid'])
self._assert_action_plans_fields(response)
def test_get_one_soft_deleted(self):
action_plan = obj_utils.create_test_action_plan(self.context)
action_plan.soft_delete()
@ -322,7 +314,7 @@ class TestDelete(api_base.FunctionalTest):
def test_delete_action_plan_with_action(self):
action = obj_utils.create_test_action(
self.context, id=self.action_plan.first_action_id)
self.context, id=1)
self.delete('/action_plans/%s' % self.action_plan.uuid)
ap_response = self.get_json('/action_plans/%s' % self.action_plan.uuid,

102
watcher/tests/applier/actions/test_resize.py Normal file
View File

@ -0,0 +1,102 @@
# -*- encoding: utf-8 -*-
#
# 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
import mock
import voluptuous
from watcher.applier.actions import base as baction
from watcher.applier.actions import resize
from watcher.common import clients
from watcher.common import nova_helper
from watcher.tests import base
class TestResize(base.TestCase):
INSTANCE_UUID = "94ae2f92-b7fd-4da7-9e97-f13504ae98c4"
def setUp(self):
super(TestResize, self).setUp()
self.r_osc_cls = mock.Mock()
self.r_helper_cls = mock.Mock()
self.r_helper = mock.Mock(spec=nova_helper.NovaHelper)
self.r_helper_cls.return_value = self.r_helper
self.r_osc = mock.Mock(spec=clients.OpenStackClients)
self.r_osc_cls.return_value = self.r_osc
r_openstack_clients = mock.patch.object(
clients, "OpenStackClients", self.r_osc_cls)
r_nova_helper = mock.patch.object(
nova_helper, "NovaHelper", self.r_helper_cls)
r_openstack_clients.start()
r_nova_helper.start()
self.addCleanup(r_openstack_clients.stop)
self.addCleanup(r_nova_helper.stop)
self.input_parameters = {
"flavor": "x1",
baction.BaseAction.RESOURCE_ID: self.INSTANCE_UUID,
}
self.action = resize.Resize(mock.Mock())
self.action.input_parameters = self.input_parameters
def test_parameters(self):
params = {baction.BaseAction.RESOURCE_ID:
self.INSTANCE_UUID,
self.action.FLAVOR: 'x1'}
self.action.input_parameters = params
self.assertTrue(self.action.validate_parameters())
def test_parameters_exception_empty_fields(self):
parameters = {baction.BaseAction.RESOURCE_ID:
self.INSTANCE_UUID,
self.action.FLAVOR: None}
self.action.input_parameters = parameters
exc = self.assertRaises(
voluptuous.MultipleInvalid, self.action.validate_parameters)
self.assertEqual([(['flavor'], voluptuous.TypeInvalid)],
[(e.path, type(e)) for e in exc.errors])
def test_parameters_exception_flavor(self):
parameters = {baction.BaseAction.RESOURCE_ID:
self.INSTANCE_UUID,
self.action.FLAVOR: None}
self.action.input_parameters = parameters
exc = self.assertRaises(
voluptuous.MultipleInvalid, self.action.validate_parameters)
self.assertEqual(
[(['flavor'], voluptuous.TypeInvalid)],
[(e.path, type(e)) for e in exc.errors])
def test_parameters_exception_resource_id(self):
parameters = {baction.BaseAction.RESOURCE_ID: "EFEF",
self.action.FLAVOR: 'x1'}
self.action.input_parameters = parameters
exc = self.assertRaises(
voluptuous.MultipleInvalid, self.action.validate_parameters)
self.assertEqual(
[(['resource_id'], voluptuous.Invalid)],
[(e.path, type(e)) for e in exc.errors])
def test_execute_resize(self):
self.r_helper.find_instance.return_value = self.INSTANCE_UUID
self.action.execute()
self.r_helper.resize_instance.assert_called_once_with(
instance_id=self.INSTANCE_UUID, flavor='x1')

15
watcher/tests/applier/workflow_engine/test_default_workflow_engine.py
View File

@ -70,14 +70,15 @@ class TestDefaultWorkFlowEngine(base.DbTestCase):
except Exception as exc:
self.fail(exc)
def create_action(self, action_type, parameters, next):
def create_action(self, action_type, parameters, parents):
action = {
'uuid': utils.generate_uuid(),
'action_plan_id': 0,
'action_type': action_type,
'input_parameters': parameters,
'state': objects.action.State.PENDING,
'next': next,
'parents': parents,
}
new_action = objects.Action(self.context, **action)
new_action.create()
@ -116,7 +117,7 @@ class TestDefaultWorkFlowEngine(base.DbTestCase):
def test_execute_with_two_actions(self):
actions = []
second = self.create_action("sleep", {'duration': 0.0}, None)
first = self.create_action("nop", {'message': 'test'}, second.id)
first = self.create_action("nop", {'message': 'test'}, None)
actions.append(first)
actions.append(second)
@ -132,8 +133,8 @@ class TestDefaultWorkFlowEngine(base.DbTestCase):
actions = []
third = self.create_action("nop", {'message': 'next'}, None)
second = self.create_action("sleep", {'duration': 0.0}, third.id)
first = self.create_action("nop", {'message': 'hello'}, second.id)
second = self.create_action("sleep", {'duration': 0.0}, None)
first = self.create_action("nop", {'message': 'hello'}, None)
self.check_action_state(first, objects.action.State.PENDING)
self.check_action_state(second, objects.action.State.PENDING)
@ -154,8 +155,8 @@ class TestDefaultWorkFlowEngine(base.DbTestCase):
actions = []
third = self.create_action("no_exist", {'message': 'next'}, None)
second = self.create_action("sleep", {'duration': 0.0}, third.id)
first = self.create_action("nop", {'message': 'hello'}, second.id)
second = self.create_action("sleep", {'duration': 0.0}, None)
first = self.create_action("nop", {'message': 'hello'}, None)
self.check_action_state(first, objects.action.State.PENDING)
self.check_action_state(second, objects.action.State.PENDING)

17
watcher/tests/common/test_nova_helper.py
View File

@ -38,6 +38,7 @@ class TestNovaHelper(base.TestCase):
self.instance_uuid = "fb5311b7-37f3-457e-9cde-6494a3c59bfe"
self.source_node = "ldev-indeedsrv005"
self.destination_node = "ldev-indeedsrv006"
self.flavor_name = "x1"
@staticmethod
def fake_server(*args, **kwargs):
@ -89,6 +90,22 @@ class TestNovaHelper(base.TestCase):
result = nova_util.set_host_offline("rennes")
self.assertFalse(result)
@mock.patch.object(time, 'sleep', mock.Mock())
def test_resize_instance(self, mock_glance, mock_cinder,
mock_neutron, mock_nova):
nova_util = nova_helper.NovaHelper()
server = self.fake_server(self.instance_uuid)
setattr(server, 'status', 'VERIFY_RESIZE')
self.fake_nova_find_list(nova_util, find=server, list=server)
is_success = nova_util.resize_instance(self.instance_uuid,
self.flavor_name)
self.assertTrue(is_success)
setattr(server, 'status', 'SOMETHING_ELSE')
is_success = nova_util.resize_instance(self.instance_uuid,
self.flavor_name)
self.assertFalse(is_success)
@mock.patch.object(time, 'sleep', mock.Mock())
def test_live_migrate_instance(self, mock_glance, mock_cinder,
mock_neutron, mock_nova):

8
watcher/tests/db/test_action.py
View File

@ -278,28 +278,28 @@ class DbActionTestCase(base.DbTestCase):
id=1,
uuid=w_utils.generate_uuid(),
audit_id=audit.id,
first_action_id=None,
parents=None,
state=objects.action_plan.State.RECOMMENDED)
action1 = self._create_test_action(
id=1,
action_plan_id=1,
description='description action 1',
uuid=w_utils.generate_uuid(),
next=None,
parents=None,
state=objects.action_plan.State.PENDING)
action2 = self._create_test_action(
id=2,
action_plan_id=2,
description='description action 2',
uuid=w_utils.generate_uuid(),
next=action1['uuid'],
parents=[action1['uuid']],
state=objects.action_plan.State.PENDING)
action3 = self._create_test_action(
id=3,
action_plan_id=1,
description='description action 3',
uuid=w_utils.generate_uuid(),
next=action2['uuid'],
parents=[action2['uuid']],
state=objects.action_plan.State.ONGOING)
res = self.dbapi.get_action_list(
self.context,

2
watcher/tests/db/test_action_plan.py
View File

@ -283,13 +283,11 @@ class DbActionPlanTestCase(base.DbTestCase):
id=1,
uuid=w_utils.generate_uuid(),
audit_id=audit['id'],
first_action_id=None,
state=ap_objects.State.RECOMMENDED)
action_plan2 = self._create_test_action_plan(
id=2,
uuid=w_utils.generate_uuid(),
audit_id=audit['id'],
first_action_id=action_plan1['id'],
state=ap_objects.State.ONGOING)
res = self.dbapi.get_action_plan_list(

3
watcher/tests/db/utils.py
View File

@ -130,7 +130,7 @@ def get_test_action(**kwargs):
'resource_id':
'10a47dd1-4874-4298-91cf-eff046dbdb8d'}),
'state': kwargs.get('state', objects.action_plan.State.PENDING),
'next': kwargs.get('next', 2),
'parents': kwargs.get('parents', []),
'created_at': kwargs.get('created_at'),
'updated_at': kwargs.get('updated_at'),
'deleted_at': kwargs.get('deleted_at'),
@ -166,7 +166,6 @@ def get_test_action_plan(**kwargs):
'audit_id': kwargs.get('audit_id', 1),
'strategy_id': kwargs.get('strategy_id', 1),
'global_efficacy': kwargs.get('global_efficacy', {}),
'first_action_id': kwargs.get('first_action_id', 1),
'created_at': kwargs.get('created_at'),
'updated_at': kwargs.get('updated_at'),
'deleted_at': kwargs.get('deleted_at'),

208
watcher/tests/decision_engine/planner/test_default_planner.py
View File

@ -1,208 +0,0 @@
# -*- 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.
import mock
from watcher.common import utils
from watcher.db import api as db_api
from watcher.decision_engine.planner import default as pbase
from watcher.decision_engine.solution import default as dsol
from watcher.decision_engine.strategy import strategies
from watcher import objects
from watcher.tests.db import base
from watcher.tests.db import utils as db_utils
from watcher.tests.decision_engine.model import ceilometer_metrics as fake
from watcher.tests.decision_engine.model import faker_cluster_state
from watcher.tests.objects import utils as obj_utils
class SolutionFaker(object):
@staticmethod
def build():
metrics = fake.FakeCeilometerMetrics()
current_state_cluster = faker_cluster_state.FakerModelCollector()
strategy = strategies.BasicConsolidation(
config=mock.Mock(datasource="ceilometer"))
strategy._compute_model = current_state_cluster.generate_scenario_1()
strategy.ceilometer = mock.MagicMock(
get_statistics=metrics.mock_get_statistics)
return strategy.execute()
class SolutionFakerSingleHyp(object):
@staticmethod
def build():
metrics = fake.FakeCeilometerMetrics()
current_state_cluster = faker_cluster_state.FakerModelCollector()
strategy = strategies.BasicConsolidation(
config=mock.Mock(datasource="ceilometer"))
strategy._compute_model = (
current_state_cluster.generate_scenario_3_with_2_nodes())
strategy.ceilometer = mock.MagicMock(
get_statistics=metrics.mock_get_statistics)
return strategy.execute()
class TestActionScheduling(base.DbTestCase):
def setUp(self):
super(TestActionScheduling, self).setUp()
self.strategy = db_utils.create_test_strategy(name="dummy")
self.audit = db_utils.create_test_audit(
uuid=utils.generate_uuid(), strategy_id=self.strategy.id)
self.default_planner = pbase.DefaultPlanner(mock.Mock())
def test_schedule_actions(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
with mock.patch.object(
pbase.DefaultPlanner, "create_action",
wraps=self.default_planner.create_action
) as m_create_action:
self.default_planner.config.weights = {'migrate': 3}
action_plan = self.default_planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_action.call_count)
filters = {'action_plan_id': action_plan.id}
actions = objects.Action.dbapi.get_action_list(self.context, filters)
self.assertEqual("migrate", actions[0].action_type)
def test_schedule_two_actions(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="nop",
resource_id="",
input_parameters={})
with mock.patch.object(
pbase.DefaultPlanner, "create_action",
wraps=self.default_planner.create_action
) as m_create_action:
self.default_planner.config.weights = {'migrate': 3, 'nop': 0}
action_plan = self.default_planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(2, m_create_action.call_count)
# check order
filters = {'action_plan_id': action_plan.id}
actions = objects.Action.dbapi.get_action_list(self.context, filters)
self.assertEqual("nop", actions[0].action_type)
self.assertEqual("migrate", actions[1].action_type)
def test_schedule_actions_with_unknown_action(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"src_uuid_node": "server1",
"dst_uuid_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="new_action_type",
resource_id="",
input_parameters={})
with mock.patch.object(
pbase.DefaultPlanner, "create_action",
wraps=self.default_planner.create_action
) as m_create_action:
self.default_planner.config.weights = {'migrate': 0}
self.assertRaises(KeyError, self.default_planner.schedule,
self.context, self.audit.id, solution)
self.assertEqual(2, m_create_action.call_count)
class TestDefaultPlanner(base.DbTestCase):
def setUp(self):
super(TestDefaultPlanner, self).setUp()
self.default_planner = pbase.DefaultPlanner(mock.Mock())
self.default_planner.config.weights = {
'nop': 0,
'sleep': 1,
'change_nova_service_state': 2,
'migrate': 3
}
self.goal = obj_utils.create_test_goal(self.context)
self.strategy = obj_utils.create_test_strategy(
self.context, goal_id=self.goal.id)
obj_utils.create_test_audit_template(
self.context, goal_id=self.goal.id, strategy_id=self.strategy.id)
p = mock.patch.object(db_api.BaseConnection, 'create_action_plan')
self.mock_create_action_plan = p.start()
self.mock_create_action_plan.side_effect = (
self._simulate_action_plan_create)
self.addCleanup(p.stop)
q = mock.patch.object(db_api.BaseConnection, 'create_action')
self.mock_create_action = q.start()
self.mock_create_action.side_effect = (
self._simulate_action_create)
self.addCleanup(q.stop)
def _simulate_action_plan_create(self, action_plan):
action_plan.create()
return action_plan
def _simulate_action_create(self, action):
action.create()
return action
@mock.patch.object(objects.Strategy, 'get_by_name')
def test_schedule_scheduled_empty(self, m_get_by_name):
m_get_by_name.return_value = self.strategy
audit = db_utils.create_test_audit(
goal_id=self.goal.id, strategy_id=self.strategy.id)
fake_solution = SolutionFakerSingleHyp.build()
action_plan = self.default_planner.schedule(self.context,
audit.id, fake_solution)
self.assertIsNotNone(action_plan.uuid)
@mock.patch.object(objects.Strategy, 'get_by_name')
def test_scheduler_warning_empty_action_plan(self, m_get_by_name):
m_get_by_name.return_value = self.strategy
audit = db_utils.create_test_audit(
goal_id=self.goal.id, strategy_id=self.strategy.id)
fake_solution = SolutionFaker.build()
action_plan = self.default_planner.schedule(
self.context, audit.id, fake_solution)
self.assertIsNotNone(action_plan.uuid)

6
watcher/tests/decision_engine/planner/test_planner_manager.py
View File

@ -16,13 +16,13 @@
from oslo_config import cfg
from watcher.decision_engine.planner import default
from watcher.decision_engine.planner import manager as planner
from watcher.decision_engine.planner import weight
from watcher.tests import base
class TestPlannerManager(base.TestCase):
def test_load(self):
cfg.CONF.set_override('planner', "default", group='watcher_planner')
cfg.CONF.set_override('planner', "weight", group='watcher_planner')
manager = planner.PlannerManager()
self.assertIsInstance(manager.load(), default.DefaultPlanner)
self.assertIsInstance(manager.load(), weight.WeightPlanner)

943
watcher/tests/decision_engine/planner/test_weight_planner.py Normal file
View File

@ -0,0 +1,943 @@
# -*- 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.
import mock
from watcher.common import nova_helper
from watcher.common import utils
from watcher.db import api as db_api
from watcher.decision_engine.planner import weight as pbase
from watcher.decision_engine.solution import default as dsol
from watcher.decision_engine.strategy import strategies
from watcher import objects
from watcher.tests.db import base
from watcher.tests.db import utils as db_utils
from watcher.tests.decision_engine.model import ceilometer_metrics as fake
from watcher.tests.decision_engine.model import faker_cluster_state
from watcher.tests.objects import utils as obj_utils
class SolutionFaker(object):
@staticmethod
def build():
metrics = fake.FakerMetricsCollector()
current_state_cluster = faker_cluster_state.FakerModelCollector()
sercon = strategies.BasicConsolidation(config=mock.Mock())
sercon.compute_model = current_state_cluster.generate_scenario_1()
sercon.ceilometer = mock.MagicMock(
get_statistics=metrics.mock_get_statistics)
return sercon.execute()
class SolutionFakerSingleHyp(object):
@staticmethod
def build():
metrics = fake.FakerMetricsCollector()
current_state_cluster = faker_cluster_state.FakerModelCollector()
sercon = strategies.BasicConsolidation(config=mock.Mock())
sercon.compute_model = (
current_state_cluster.generate_scenario_3_with_2_nodes())
sercon.ceilometer = mock.MagicMock(
get_statistics=metrics.mock_get_statistics)
return sercon.execute()
class TestActionScheduling(base.DbTestCase):
def setUp(self):
super(TestActionScheduling, self).setUp()
self.strategy = db_utils.create_test_strategy(name="dummy")
self.audit = db_utils.create_test_audit(
uuid=utils.generate_uuid(), strategy_id=self.strategy.id)
self.planner = pbase.WeightPlanner(
mock.Mock(
weights={
'turn_host_to_acpi_s3_state': 10,
'resize': 20,
'migrate': 30,
'sleep': 40,
'change_nova_service_state': 50,
'nop': 60,
'new_action_type': 70,
},
parallelization={
'turn_host_to_acpi_s3_state': 2,
'resize': 2,
'migrate': 2,
'sleep': 1,
'change_nova_service_state': 1,
'nop': 1,
'new_action_type': 70,
}))
@mock.patch.object(utils, "generate_uuid")
def test_schedule_actions(self, m_generate_uuid):
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222",
"33333333-3333-3333-3333-333333333333",
# "44444444-4444-4444-4444-444444444444",
# "55555555-5555-5555-5555-555555555555",
# "66666666-6666-6666-6666-666666666666",
# "77777777-7777-7777-7777-777777777777",
# "88888888-8888-8888-8888-888888888888",
# "99999999-9999-9999-9999-999999999999",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
self.planner.config.weights = {'migrate': 3}
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = []
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_two_actions(self, m_generate_uuid):
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111",
"22222222-2222-2222-2222-222222222222",
"33333333-3333-3333-3333-333333333333",
"44444444-4444-4444-4444-444444444444", # Migrate 1
"55555555-5555-5555-5555-555555555555", # Nop 1
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
# We create the migrate action before but we then schedule
# after the nop action
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
solution.add_action(action_type="nop",
input_parameters={"message": "Hello world"})
self.planner.config.weights = {'migrate': 3, 'nop': 5}
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'nop',
'parents': [],
'uuid': '55555555-5555-5555-5555-555555555555'},
{'action_type': 'migrate',
'parents': ['55555555-5555-5555-5555-555555555555'],
'uuid': '44444444-4444-4444-4444-444444444444'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_actions_with_unknown_action(self, m_generate_uuid):
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # new_action_type
"33333333-3333-3333-3333-333333333333",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"src_uuid_node": "server1",
"dst_uuid_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters=parameters)
solution.add_action(action_type="new_action_type",
resource_id="",
input_parameters={})
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'new_action_type',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'migrate',
'parents': ['22222222-2222-2222-2222-222222222222'],
'uuid': '11111111-1111-1111-1111-111111111111'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
@mock.patch.object(nova_helper.NovaHelper, 'get_instance_by_uuid')
def test_schedule_migrate_resize_actions(self, m_nova, m_generate_uuid):
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # Migrate 2
"33333333-3333-3333-3333-333333333333", # Migrate 3
"44444444-4444-4444-4444-444444444444", # Migrate 4
"55555555-5555-5555-5555-555555555555", # Migrate 5
"66666666-6666-6666-6666-666666666666", # Resize 1
"77777777-7777-7777-7777-777777777777", # Resize 2
"88888888-8888-8888-8888-888888888888", # Nop
"99999999-9999-9999-9999-999999999999",
]
m_nova.return_value = 'server1'
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters=parameters)
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={"flavor": "x1"})
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111'],
'uuid': '22222222-2222-2222-2222-222222222222'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_3_migrate_1_resize_1_acpi_actions_1_swimlane(
self, m_generate_uuid):
self.planner.config.parallelization["migrate"] = 1
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # Migrate 2
"33333333-3333-3333-3333-333333333333", # Migrate 3
"44444444-4444-4444-4444-444444444444", # Resize
"55555555-5555-5555-5555-555555555555", # ACPI
"66666666-6666-6666-6666-666666666666",
"77777777-7777-7777-7777-777777777777",
"88888888-8888-8888-8888-888888888888",
"99999999-9999-9999-9999-999999999999",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters=parameters)
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server2",
"destination_node": "server3"})
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={'flavor': 'x1'})
solution.add_action(action_type="turn_host_to_acpi_s3_state",
resource_id="server1",
input_parameters={})
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111'],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'migrate',
'parents': ['22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111'],
'uuid': '22222222-2222-2222-2222-222222222222'}),
({'action_type': 'resize',
'parents': ['33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'},
{'action_type': 'turn_host_to_acpi_s3_state',
'parents': ['44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': ['22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'},
{'action_type': 'resize',
'parents': ['33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_migrate_resize_acpi_actions_2_swimlanes(
self, m_generate_uuid):
self.planner.config.parallelization["migrate"] = 2
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # Migrate 2
"33333333-3333-3333-3333-333333333333", # Migrate 3
"44444444-4444-4444-4444-444444444444", # Resize
"55555555-5555-5555-5555-555555555555", # ACPI
"66666666-6666-6666-6666-666666666666",
"77777777-7777-7777-7777-777777777777",
"88888888-8888-8888-8888-888888888888",
"99999999-9999-9999-9999-999999999999",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters=parameters)
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server2",
"destination_node": "server3"})
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={'flavor': 'x1'})
solution.add_action(action_type="turn_host_to_acpi_s3_state",
resource_id="server1",
input_parameters={})
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'}),
({'action_type': 'resize',
'parents': ['33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'},
{'action_type': 'turn_host_to_acpi_s3_state',
'parents': ['44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'}),
({'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'},
{'action_type': 'resize',
'parents': ['33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_migrate_resize_acpi_actions_3_swimlanes(
self, m_generate_uuid):
self.planner.config.parallelization["migrate"] = 3
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # Migrate 2
"33333333-3333-3333-3333-333333333333", # Migrate 3
"44444444-4444-4444-4444-444444444444", # Resize
"55555555-5555-5555-5555-555555555555", # ACPI
"66666666-6666-6666-6666-666666666666",
"77777777-7777-7777-7777-777777777777",
"88888888-8888-8888-8888-888888888888",
"99999999-9999-9999-9999-999999999999",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters=parameters)
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server2",
"destination_node": "server3"})
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={'flavor': 'x1'})
solution.add_action(action_type="turn_host_to_acpi_s3_state",
resource_id="server1",
input_parameters={})
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'},
{'action_type': 'turn_host_to_acpi_s3_state',
'parents': ['44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '33333333-3333-3333-3333-333333333333'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '44444444-4444-4444-4444-444444444444'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_three_migrate_two_resize_actions(
self, m_generate_uuid):
self.planner.config.parallelization["migrate"] = 3
self.planner.config.parallelization["resize"] = 2
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # Migrate 2
"33333333-3333-3333-3333-333333333333", # Migrate 3
"44444444-4444-4444-4444-444444444444", # Resize
"55555555-5555-5555-5555-555555555555", # ACPI
"66666666-6666-6666-6666-666666666666",
"77777777-7777-7777-7777-777777777777",
"88888888-8888-8888-8888-888888888888",
"99999999-9999-9999-9999-999999999999",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters=parameters)
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server2",
"destination_node": "server3"})
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={'flavor': 'x1'})
solution.add_action(action_type="resize",
resource_id="b189db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters={'flavor': 'x1'})
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '33333333-3333-3333-3333-333333333333'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '33333333-3333-3333-3333-333333333333'},
{'action_type': 'resize',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222',
'33333333-3333-3333-3333-333333333333'],
'uuid': '55555555-5555-5555-5555-555555555555'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
@mock.patch.object(utils, "generate_uuid")
def test_schedule_5_migrate_2_resize_actions_for_2_swimlanes(
self, m_generate_uuid):
self.planner.config.parallelization["migrate"] = 2
self.planner.config.parallelization["resize"] = 2
m_generate_uuid.side_effect = [
"00000000-0000-0000-0000-000000000000", # Action plan
"11111111-1111-1111-1111-111111111111", # Migrate 1
"22222222-2222-2222-2222-222222222222", # Migrate 2
"33333333-3333-3333-3333-333333333333", # Migrate 3
"44444444-4444-4444-4444-444444444444", # Migrate 4
"55555555-5555-5555-5555-555555555555", # Migrate 5
"66666666-6666-6666-6666-666666666666", # Resize 1
"77777777-7777-7777-7777-777777777777", # Resize 2
"88888888-8888-8888-8888-888888888888", # Nop
"99999999-9999-9999-9999-999999999999",
]
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server1",
"destination_node": "server6"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server2",
"destination_node": "server6"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server3",
"destination_node": "server6"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server4",
"destination_node": "server6"})
solution.add_action(action_type="migrate",
resource_id="DOESNOTMATTER",
input_parameters={"source_node": "server5",
"destination_node": "server6"})
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={'flavor': 'x1'})
solution.add_action(action_type="resize",
resource_id="DOESNOTMATTER",
input_parameters={'flavor': 'x2'})
solution.add_action(action_type="turn_host_to_acpi_s3_state",
resource_id="DOESNOTMATTER")
with mock.patch.object(
pbase.WeightPlanner, "create_scheduled_actions",
wraps=self.planner.create_scheduled_actions
) as m_create_scheduled_actions:
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_scheduled_actions.call_count)
action_graph = m_create_scheduled_actions.call_args[0][1]
expected_edges = \
[({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '11111111-1111-1111-1111-111111111111'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '44444444-4444-4444-4444-444444444444'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'}),
({'action_type': 'migrate',
'parents': [],
'uuid': '22222222-2222-2222-2222-222222222222'},
{'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '44444444-4444-4444-4444-444444444444'}),
({'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '33333333-3333-3333-3333-333333333333'},
{'action_type': 'migrate',
'parents': ['33333333-3333-3333-3333-333333333333',
'44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': ['11111111-1111-1111-1111-111111111111',
'22222222-2222-2222-2222-222222222222'],
'uuid': '44444444-4444-4444-4444-444444444444'},
{'action_type': 'migrate',
'parents': ['33333333-3333-3333-3333-333333333333',
'44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'}),
({'action_type': 'migrate',
'parents': ['33333333-3333-3333-3333-333333333333',
'44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'},
{'action_type': 'resize',
'parents': ['55555555-5555-5555-5555-555555555555'],
'uuid': '66666666-6666-6666-6666-666666666666'}),
({'action_type': 'migrate',
'parents': ['33333333-3333-3333-3333-333333333333',
'44444444-4444-4444-4444-444444444444'],
'uuid': '55555555-5555-5555-5555-555555555555'},
{'action_type': 'resize',
'parents': ['55555555-5555-5555-5555-555555555555'],
'uuid': '77777777-7777-7777-7777-777777777777'}),
({'action_type': 'resize',
'parents': ['55555555-5555-5555-5555-555555555555'],
'uuid': '66666666-6666-6666-6666-666666666666'},
{'action_type': 'turn_host_to_acpi_s3_state',
'parents': ['66666666-6666-6666-6666-666666666666',
'77777777-7777-7777-7777-777777777777'],
'uuid': '88888888-8888-8888-8888-888888888888'}),
({'action_type': 'resize',
'parents': ['55555555-5555-5555-5555-555555555555'],
'uuid': '77777777-7777-7777-7777-777777777777'},
{'action_type': 'turn_host_to_acpi_s3_state',
'parents': ['66666666-6666-6666-6666-666666666666',
'77777777-7777-7777-7777-777777777777'],
'uuid': '88888888-8888-8888-8888-888888888888'})]
edges = sorted([(src.as_dict(), dst.as_dict())
for src, dst in action_graph.edges()],
key=lambda pair: pair[0]['uuid'])
for src, dst in edges:
for key in ('id', 'action_plan', 'action_plan_id', 'created_at',
'input_parameters', 'deleted_at', 'updated_at',
'state'):
del src[key]
del dst[key]
self.assertEqual(len(expected_edges), len(edges))
for pair in expected_edges:
self.assertIn(pair, edges)
class TestWeightPlanner(base.DbTestCase):
def setUp(self):
super(TestWeightPlanner, self).setUp()
self.planner = pbase.WeightPlanner(mock.Mock())
self.planner.config.weights = {
'nop': 0,
'sleep': 1,
'change_nova_service_state': 2,
'migrate': 3
}
self.goal = obj_utils.create_test_goal(self.context)
self.strategy = obj_utils.create_test_strategy(
self.context, goal_id=self.goal.id)
obj_utils.create_test_audit_template(
self.context, goal_id=self.goal.id, strategy_id=self.strategy.id)
p = mock.patch.object(db_api.BaseConnection, 'create_action_plan')
self.mock_create_action_plan = p.start()
self.mock_create_action_plan.side_effect = (
self._simulate_action_plan_create)
self.addCleanup(p.stop)
q = mock.patch.object(db_api.BaseConnection, 'create_action')
self.mock_create_action = q.start()
self.mock_create_action.side_effect = (
self._simulate_action_create)
self.addCleanup(q.stop)
def _simulate_action_plan_create(self, action_plan):
action_plan.create()
return action_plan
def _simulate_action_create(self, action):
action.create()
return action
@mock.patch.object(objects.Strategy, 'get_by_name')
def test_scheduler_warning_empty_action_plan(self, m_get_by_name):
m_get_by_name.return_value = self.strategy
audit = db_utils.create_test_audit(
goal_id=self.goal.id, strategy_id=self.strategy.id)
fake_solution = mock.MagicMock(efficacy_indicators=[],
actions=[])
action_plan = self.planner.schedule(
self.context, audit.id, fake_solution)
self.assertIsNotNone(action_plan.uuid)

378
watcher/tests/decision_engine/planner/test_workload_stabilization_planner.py Normal file
View File

@ -0,0 +1,378 @@
# -*- 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.
import mock
from watcher.common import exception
from watcher.common import nova_helper
from watcher.common import utils
from watcher.db import api as db_api
from watcher.decision_engine.planner import workload_stabilization as pbase
from watcher.decision_engine.solution import default as dsol
from watcher.decision_engine.strategy import strategies
from watcher import objects
from watcher.tests.db import base
from watcher.tests.db import utils as db_utils
from watcher.tests.decision_engine.model import ceilometer_metrics as fake
from watcher.tests.decision_engine.model import faker_cluster_state
from watcher.tests.objects import utils as obj_utils
class SolutionFaker(object):
@staticmethod
def build():
metrics = fake.FakerMetricsCollector()
current_state_cluster = faker_cluster_state.FakerModelCollector()
sercon = strategies.BasicConsolidation(config=mock.Mock())
sercon._compute_model = current_state_cluster.generate_scenario_1()
sercon.ceilometer = mock.MagicMock(
get_statistics=metrics.mock_get_statistics)
return sercon.execute()
class SolutionFakerSingleHyp(object):
@staticmethod
def build():
metrics = fake.FakerMetricsCollector()
current_state_cluster = faker_cluster_state.FakerModelCollector()
sercon = strategies.BasicConsolidation(config=mock.Mock())
sercon._compute_model = (
current_state_cluster.generate_scenario_3_with_2_nodes())
sercon.ceilometer = mock.MagicMock(
get_statistics=metrics.mock_get_statistics)
return sercon.execute()
class TestActionScheduling(base.DbTestCase):
def setUp(self):
super(TestActionScheduling, self).setUp()
self.strategy = db_utils.create_test_strategy(name="dummy")
self.audit = db_utils.create_test_audit(
uuid=utils.generate_uuid(), strategy_id=self.strategy.id)
self.planner = pbase.WorkloadStabilizationPlanner(mock.Mock())
self.nova_helper = nova_helper.NovaHelper(mock.Mock())
def test_schedule_actions(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
with mock.patch.object(
pbase.WorkloadStabilizationPlanner, "create_action",
wraps=self.planner.create_action
) as m_create_action:
self.planner.config.weights = {'migrate': 3}
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(1, m_create_action.call_count)
filters = {'action_plan_id': action_plan.id}
actions = objects.Action.dbapi.get_action_list(self.context, filters)
self.assertEqual("migrate", actions[0].action_type)
def test_schedule_two_actions(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="nop",
input_parameters={"message": "Hello world"})
with mock.patch.object(
pbase.WorkloadStabilizationPlanner, "create_action",
wraps=self.planner.create_action
) as m_create_action:
self.planner.config.weights = {'migrate': 3, 'nop': 5}
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(2, m_create_action.call_count)
# check order
filters = {'action_plan_id': action_plan.id}
actions = objects.Action.dbapi.get_action_list(self.context, filters)
self.assertEqual("nop", actions[0].action_type)
self.assertEqual("migrate", actions[1].action_type)
def test_schedule_actions_with_unknown_action(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"src_uuid_node": "server1",
"dst_uuid_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="new_action_type",
resource_id="",
input_parameters={})
with mock.patch.object(
pbase.WorkloadStabilizationPlanner, "create_action",
wraps=self.planner.create_action
) as m_create_action:
with mock.patch.object(nova_helper, 'NovaHelper') as m_nova:
self.planner.config.weights = {'migrate': 0}
self.assertRaises(KeyError, self.planner.schedule,
self.context, self.audit.id, solution)
assert not m_nova.called
self.assertEqual(2, m_create_action.call_count)
def test_schedule_actions_with_unsupported_action(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"src_uuid_node": "server1",
"dst_uuid_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="new_action_type",
resource_id="",
input_parameters={})
with mock.patch.object(
pbase.WorkloadStabilizationPlanner, "create_action",
wraps=self.planner.create_action
) as m_create_action:
with mock.patch.object(nova_helper, 'NovaHelper') as m_nova:
self.planner.config.weights = {
'turn_host_to_acpi_s3_state': 0,
'resize': 1,
'migrate': 2,
'sleep': 3,
'change_nova_service_state': 4,
'nop': 5,
'new_action_type': 6}
self.assertRaises(exception.UnsupportedActionType,
self.planner.schedule,
self.context, self.audit.id, solution)
assert not m_nova.called
self.assertEqual(2, m_create_action.call_count)
@mock.patch.object(nova_helper.NovaHelper, 'get_instance_by_uuid')
def test_schedule_migrate_resize_actions(self, mock_nova):
mock_nova.return_value = 'server1'
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="resize",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters={"flavor": "x1"})
with mock.patch.object(
pbase.WorkloadStabilizationPlanner, "create_action",
wraps=self.planner.create_action
) as m_create_action:
with mock.patch.object(nova_helper, 'NovaHelper') as m_nova:
self.planner.config.weights = {'migrate': 3, 'resize': 2}
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertEqual(1, m_nova.call_count)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(2, m_create_action.call_count)
# check order
filters = {'action_plan_id': action_plan.id}
actions = objects.Action.dbapi.get_action_list(self.context, filters)
self.assertEqual("migrate", actions[0].action_type)
self.assertEqual("resize", actions[1].action_type)
self.assertEqual(actions[0].uuid, actions[1].parents[0])
def test_schedule_migrate_resize_acpi_s3_actions(self):
solution = dsol.DefaultSolution(
goal=mock.Mock(), strategy=self.strategy)
parameters = {
"source_node": "server1",
"destination_node": "server2",
}
parent_migration = "b199db0c-1408-4d52-b5a5-5ca14de0ff36"
solution.add_action(action_type="migrate",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters=parameters)
solution.add_action(action_type="resize",
resource_id="b199db0c-1408-4d52-b5a5-5ca14de0ff36",
input_parameters={'flavor': 'x1'})
solution.add_action(action_type="migrate",
resource_id="f6416850-da28-4047-a547-8c49f53e95fe",
input_parameters={"source_node": "server1",
"destination_node": "server2"})
solution.add_action(action_type="migrate",
resource_id="bb404e74-2caf-447b-bd1e-9234db386ca5",
input_parameters={"source_node": "server2",
"destination_node": "server3"})
solution.add_action(action_type="turn_host_to_acpi_s3_state",
resource_id="server1",
input_parameters={})
with mock.patch.object(
pbase.WorkloadStabilizationPlanner, "create_action",
wraps=self.planner.create_action
) as m_create_action:
with mock.patch.object(
nova_helper, 'NovaHelper') as m_nova:
m_nova().get_hostname.return_value = 'server1'
m_nova().get_instance_by_uuid.return_value = ['uuid1']
self.planner.config.weights = {
'turn_host_to_acpi_s3_state': 0,
'resize': 1,
'migrate': 2,
'sleep': 3,
'change_nova_service_state': 4,
'nop': 5}
action_plan = self.planner.schedule(
self.context, self.audit.id, solution)
self.assertEqual(3, m_nova.call_count)
self.assertIsNotNone(action_plan.uuid)
self.assertEqual(5, m_create_action.call_count)
# check order
filters = {'action_plan_id': action_plan.id}
actions = objects.Action.dbapi.get_action_list(self.context, filters)
self.assertEqual("migrate", actions[0].action_type)
self.assertEqual("migrate", actions[1].action_type)
self.assertEqual("migrate", actions[2].action_type)
self.assertEqual("resize", actions[3].action_type)
self.assertEqual("turn_host_to_acpi_s3_state", actions[4].action_type)
for action in actions:
if action.input_parameters['resource_id'] == parent_migration:
parent_migration = action
break
self.assertEqual(parent_migration.uuid, actions[3].parents[0])
class TestDefaultPlanner(base.DbTestCase):
def setUp(self):
super(TestDefaultPlanner, self).setUp()
self.planner = pbase.WorkloadStabilizationPlanner(mock.Mock())
self.planner.config.weights = {
'nop': 0,
'sleep': 1,
'change_nova_service_state': 2,
'migrate': 3
}
self.goal = obj_utils.create_test_goal(self.context)
self.strategy = obj_utils.create_test_strategy(
self.context, goal_id=self.goal.id)
obj_utils.create_test_audit_template(
self.context, goal_id=self.goal.id, strategy_id=self.strategy.id)
p = mock.patch.object(db_api.BaseConnection, 'create_action_plan')
self.mock_create_action_plan = p.start()
self.mock_create_action_plan.side_effect = (
self._simulate_action_plan_create)
self.addCleanup(p.stop)
q = mock.patch.object(db_api.BaseConnection, 'create_action')
self.mock_create_action = q.start()
self.mock_create_action.side_effect = (
self._simulate_action_create)
self.addCleanup(q.stop)
def _simulate_action_plan_create(self, action_plan):
action_plan.create()
return action_plan
def _simulate_action_create(self, action):
action.create()
return action
@mock.patch.object(objects.Strategy, 'get_by_name')
def test_scheduler_warning_empty_action_plan(self, m_get_by_name):
m_get_by_name.return_value = self.strategy
audit = db_utils.create_test_audit(
goal_id=self.goal.id, strategy_id=self.strategy.id)
fake_solution = mock.MagicMock(efficacy_indicators=[],
actions=[])
action_plan = self.planner.schedule(
self.context, audit.id, fake_solution)
self.assertIsNotNone(action_plan.uuid)
class TestActionValidator(base.DbTestCase):
INSTANCE_UUID = "94ae2f92-b7fd-4da7-9e97-f13504ae98c4"
def setUp(self):
super(TestActionValidator, self).setUp()
self.r_osc_cls = mock.Mock()
self.r_helper_cls = mock.Mock()
self.r_helper = mock.Mock(spec=nova_helper.NovaHelper)
self.r_helper_cls.return_value = self.r_helper
r_nova_helper = mock.patch.object(
nova_helper, "NovaHelper", self.r_helper_cls)
r_nova_helper.start()
self.addCleanup(r_nova_helper.stop)
def test_resize_validate_parents(self):
resize_object = pbase.ResizeActionValidator()
action = {'uuid': 'fcec56cd-74c1-406b-a7c1-81ef9f0c1393',
'input_parameters': {'resource_id': self.INSTANCE_UUID}}
resource_action_map = {self.INSTANCE_UUID: [
('action_uuid', 'migrate')]}
self.r_helper.get_hostname.return_value = 'server1'
self.r_helper.get_instance_by_uuid.return_value = ['instance']
result = resize_object.validate_parents(resource_action_map, action)
self.assertEqual('action_uuid', result[0])
def test_migrate_validate_parents(self):
migrate_object = pbase.MigrationActionValidator()
action = {'uuid': '712f1701-4c1b-4076-bfcf-3f23cfec6c3b',
'input_parameters': {'source_node': 'server1',
'resource_id': self.INSTANCE_UUID}}
resource_action_map = {}
expected_map = {
'94ae2f92-b7fd-4da7-9e97-f13504ae98c4': [
('712f1701-4c1b-4076-bfcf-3f23cfec6c3b', 'migrate')],
'server1': [
('712f1701-4c1b-4076-bfcf-3f23cfec6c3b', 'migrate')]}
migrate_object.validate_parents(resource_action_map, action)
self.assertEqual(resource_action_map, expected_map)

18
watcher/tests/decision_engine/test_sync.py
View File

@ -363,29 +363,25 @@ class TestSyncer(base.DbTestCase):
action_plan1 = objects.ActionPlan(
self.ctx, id=1, uuid=utils.generate_uuid(),
audit_id=audit1.id, strategy_id=strategy1.id,
first_action_id=None, state='DOESNOTMATTER',
global_efficacy={})
state='DOESNOTMATTER', global_efficacy={})
# Stale after syncing because the goal of the audit has been modified
# (compared to the defined fake goals)
action_plan2 = objects.ActionPlan(
self.ctx, id=2, uuid=utils.generate_uuid(),
audit_id=audit2.id, strategy_id=strategy2.id,
first_action_id=None, state='DOESNOTMATTER',
global_efficacy={})
state='DOESNOTMATTER', global_efficacy={})
# Stale after syncing because the strategy has been modified
# (compared to the defined fake strategies)
action_plan3 = objects.ActionPlan(
self.ctx, id=3, uuid=utils.generate_uuid(),
audit_id=audit3.id, strategy_id=strategy3.id,
first_action_id=None, state='DOESNOTMATTER',
global_efficacy={})
state='DOESNOTMATTER', global_efficacy={})
# Stale after syncing because both the strategy and the related audit
# have been modified (compared to the defined fake goals/strategies)
action_plan4 = objects.ActionPlan(
self.ctx, id=4, uuid=utils.generate_uuid(),
audit_id=audit4.id, strategy_id=strategy4.id,
first_action_id=None, state='DOESNOTMATTER',
global_efficacy={})
state='DOESNOTMATTER', global_efficacy={})
action_plan1.create()
action_plan2.create()
@ -575,14 +571,12 @@ class TestSyncer(base.DbTestCase):
action_plan1 = objects.ActionPlan(
self.ctx, id=1, uuid=utils.generate_uuid(),
audit_id=audit1.id, strategy_id=strategy1.id,
first_action_id=None, state='DOESNOTMATTER',
global_efficacy={})
state='DOESNOTMATTER', global_efficacy={})
# Stale after syncing because its related goal has been soft deleted
action_plan2 = objects.ActionPlan(
self.ctx, id=2, uuid=utils.generate_uuid(),
audit_id=audit2.id, strategy_id=strategy2.id,
first_action_id=None, state='DOESNOTMATTER',
global_efficacy={})
state='DOESNOTMATTER', global_efficacy={})
action_plan1.create()
action_plan2.create()

4
watcher/tests/objects/test_objects.py
View File

@ -413,8 +413,8 @@ expected_object_fingerprints = {
'Strategy': '1.1-73f164491bdd4c034f48083a51bdeb7b',
'AuditTemplate': '1.1-b291973ffc5efa2c61b24fe34fdccc0b',
'Audit': '1.2-910522db78b7b1cb59df614754656db4',
'ActionPlan': '1.2-42709eadf6b2bd228ea87817e8c3e31e',
'Action': '1.1-52c77e4db4ce0aa9480c9760faec61a1',
'ActionPlan': '2.0-394f1abbf5d73d7b6675a118fe1a0284',
'Action': '2.0-1dd4959a7e7ac30c62ef170fe08dd935',
'EfficacyIndicator': '1.0-655b71234a82bc7478aff964639c4bb0',
'ScoringEngine': '1.0-4abbe833544000728e17bd9e83f97576',
'Service': '1.0-4b35b99ada9677a882c9de2b30212f35',

13
watcher_tempest_plugin/tests/api/admin/test_action.py
View File

@ -45,18 +45,19 @@ class TestShowListAction(base.BaseInfraOptimTest):
@test.attr(type='smoke')
def test_show_one_action(self):
_, action = self.client.show_action(
self.action_plan["first_action_uuid"])
_, action_uuid = self.client.list_actions(
action_plan_uuid=self.action_plan['uuid'])['actions'][0]['uuid']
_, action = self.client.show_action(action_uuid)
self.assertEqual(self.action_plan["first_action_uuid"],
action['uuid'])
self.assertEqual(action_uuid, action['uuid'])
self.assertEqual("nop", action['action_type'])
self.assertEqual("PENDING", action['state'])
@test.attr(type='smoke')
def test_show_action_with_links(self):
_, action = self.client.show_action(
self.action_plan["first_action_uuid"])
_, action_uuid = self.client.list_actions(
action_plan_uuid=self.action_plan['uuid'])['actions'][0]['uuid']
_, action = self.client.show_action(action_uuid)
self.assertIn('links', action.keys())
self.assertEqual(2, len(action['links']))
self.assertIn(action['uuid'], action['links'][0]['href'])