From 1de00086f56c5756c01a8b400b978b03c174bde1 Mon Sep 17 00:00:00 2001
From: Alexander Chadin <a.chadin@servionica.ru>
Date: Mon, 16 May 2016 20:16:07 +0300
Subject: [PATCH] Add continuously optimization

This patch set adds implementation for CONTINUOUS type
of audit.

Change-Id: I5f4ec97b2082c8a6b3ccebe36b2a343fa4a67d19
Implements: blueprint continuously-optimization
---
 doc/source/architecture.rst                   |   7 +
 .../plantuml/watcher_db_schema_diagram.txt    |  15 +-
 .../images/watcher_db_schema_diagram.png      | Bin 50467 -> 65860 bytes
 requirements.txt                              |   1 +
 watcher/api/controllers/v1/audit.py           |  37 ++++-
 watcher/common/exception.py                   |   8 +
 watcher/db/sqlalchemy/models.py               |   1 +
 watcher/decision_engine/audit/base.py         |  84 +++++++++++
 watcher/decision_engine/audit/continuous.py   | 126 ++++++++++++++++
 watcher/decision_engine/audit/default.py      |  88 -----------
 watcher/decision_engine/audit/oneshot.py      |  26 ++++
 .../messaging/audit_endpoint.py               |  12 +-
 watcher/objects/audit.py                      |   1 +
 watcher/tests/api/v1/test_audits.py           |  60 ++++++++
 watcher/tests/db/utils.py                     |   1 +
 .../audit/test_audit_handlers.py              | 139 ++++++++++++++++++
 .../audit/test_default_audit_handler.py       |  69 ---------
 .../messaging/test_audit_endpoint.py          |  28 ++--
 18 files changed, 516 insertions(+), 187 deletions(-)
 create mode 100644 watcher/decision_engine/audit/continuous.py
 delete mode 100644 watcher/decision_engine/audit/default.py
 create mode 100644 watcher/decision_engine/audit/oneshot.py
 create mode 100644 watcher/tests/decision_engine/audit/test_audit_handlers.py
 delete mode 100644 watcher/tests/decision_engine/audit/test_default_audit_handler.py

diff --git a/doc/source/architecture.rst b/doc/source/architecture.rst
index 26e7c7a86..cb13246de 100644
--- a/doc/source/architecture.rst
+++ b/doc/source/architecture.rst
@@ -261,6 +261,13 @@ previously created :ref:`Audit template <audit_template_definition>`:
 .. image:: ./images/sequence_create_and_launch_audit.png
    :width: 100%
 
+The :ref:`Administrator <administrator_definition>` also can specify type of
+Audit and interval (in case of CONTINUOUS type). There is two types of Audit:
+ONESHOT and CONTINUOUS. Oneshot Audit is launched once and if it succeeded
+executed new action plan list will be provided. Continuous Audit creates
+action plans with specified interval (in seconds); if action plan
+has been created, all previous action plans get CANCELLED state.
+
 A message is sent on the :ref:`AMQP bus <amqp_bus_definition>` which triggers
 the Audit in the
 :ref:`Watcher Decision Engine <watcher_decision_engine_definition>`:
diff --git a/doc/source/image_src/plantuml/watcher_db_schema_diagram.txt b/doc/source/image_src/plantuml/watcher_db_schema_diagram.txt
index ab02d1c97..823e442e8 100644
--- a/doc/source/image_src/plantuml/watcher_db_schema_diagram.txt
+++ b/doc/source/image_src/plantuml/watcher_db_schema_diagram.txt
@@ -10,7 +10,7 @@ table(goal) {
     uuid : String[36]
     name : String[63]
     display_name : String[63]
-    
+
     created_at : DateTime
     updated_at : DateTime
     deleted_at : DateTime
@@ -24,7 +24,7 @@ table(strategy) {
     uuid : String[36]
     name : String[63]
     display_name : String[63]
-    
+
     created_at : DateTime
     updated_at : DateTime
     deleted_at : DateTime
@@ -42,7 +42,7 @@ table(audit_template) {
     host_aggregate : Integer, nullable
     extra : JSONEncodedDict
     version : String[15], nullable
-    
+
     created_at : DateTime
     updated_at : DateTime
     deleted_at : DateTime
@@ -54,10 +54,11 @@ table(audit) {
     primary_key(id: Integer)
     foreign_key("audit_template_id : Integer")
     uuid : String[36]
-    type : String[20]
+    audit_type : String[20]
     state : String[20], nullable
     deadline  :DateTime, nullable
-    
+    interval : Integer, nullable
+
     created_at : DateTime
     updated_at : DateTime
     deleted_at : DateTime
@@ -72,7 +73,7 @@ table(action_plan) {
     first_action_id : Integer
     state : String[20], nullable
     global_efficacy : JSONEncodedDict, nullable
-    
+
     created_at : DateTime
     updated_at : DateTime
     deleted_at : DateTime
@@ -88,7 +89,7 @@ table(action) {
     input_parameters : JSONEncodedDict, nullable
     state : String[20], nullable
     next : String[36], nullable
-    
+
     created_at : DateTime
     updated_at : DateTime
     deleted_at : DateTime
diff --git a/doc/source/images/watcher_db_schema_diagram.png b/doc/source/images/watcher_db_schema_diagram.png
index a43c78faaafa6814664559eae480635796e4f824..f85758dac62ec60442234a57bf2797ef77fd85f7 100644
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diff --git a/requirements.txt b/requirements.txt
index a71b964dc..74cb8d3d8 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -2,6 +2,7 @@
 # of appearance. Changing the order has an impact on the overall integration
 # process, which may cause wedges in the gate later.
 
+apscheduler # MIT License
 enum34;python_version=='2.7' or python_version=='2.6' or python_version=='3.3' # BSD
 jsonpatch>=1.1 # BSD
 keystoneauth1>=2.7.0 # Apache-2.0
diff --git a/watcher/api/controllers/v1/audit.py b/watcher/api/controllers/v1/audit.py
index 02c16fac6..689d82626 100644
--- a/watcher/api/controllers/v1/audit.py
+++ b/watcher/api/controllers/v1/audit.py
@@ -63,25 +63,45 @@ class AuditPostType(wtypes.Base):
 
     parameters = wtypes.wsattr({wtypes.text: types.jsontype}, mandatory=False,
                                default={})
+    interval = wsme.wsattr(int, mandatory=False)
 
     def as_audit(self):
         audit_type_values = [val.value for val in objects.audit.AuditType]
         if self.audit_type not in audit_type_values:
             raise exception.AuditTypeNotFound(audit_type=self.audit_type)
 
+        if (self.audit_type == objects.audit.AuditType.ONESHOT.value and
+           self.interval != wtypes.Unset):
+            raise exception.AuditIntervalNotAllowed(audit_type=self.audit_type)
+
+        if (self.audit_type == objects.audit.AuditType.CONTINUOUS.value and
+           self.interval == wtypes.Unset):
+            raise exception.AuditIntervalNotSpecified(
+                audit_type=self.audit_type)
+
         return Audit(
             audit_template_id=self.audit_template_uuid,
             audit_type=self.audit_type,
             deadline=self.deadline,
             parameters=self.parameters,
-            )
+            interval=self.interval)
 
 
 class AuditPatchType(types.JsonPatchType):
 
     @staticmethod
     def mandatory_attrs():
-        return ['/audit_template_uuid']
+        return ['/audit_template_uuid', '/type']
+
+    @staticmethod
+    def validate(patch):
+        serialized_patch = {'path': patch.path, 'op': patch.op}
+        if patch.path in AuditPatchType.mandatory_attrs():
+            msg = _("%(field)s can't be updated.")
+            raise exception.PatchError(
+                patch=serialized_patch,
+                reason=msg % dict(field=patch.path))
+        return types.JsonPatchType.validate(patch)
 
 
 class Audit(base.APIBase):
@@ -160,6 +180,9 @@ class Audit(base.APIBase):
     links = wsme.wsattr([link.Link], readonly=True)
     """A list containing a self link and associated audit links"""
 
+    interval = wsme.wsattr(int, mandatory=False)
+    """Launch audit periodically (in seconds)"""
+
     def __init__(self, **kwargs):
         self.fields = []
         fields = list(objects.Audit.fields)
@@ -187,7 +210,7 @@ class Audit(base.APIBase):
         if not expand:
             audit.unset_fields_except(['uuid', 'audit_type', 'deadline',
                                        'state', 'audit_template_uuid',
-                                       'audit_template_name'])
+                                       'audit_template_name', 'interval'])
 
         # The numeric ID should not be exposed to
         # the user, it's internal only.
@@ -215,7 +238,8 @@ class Audit(base.APIBase):
                      deadline=None,
                      created_at=datetime.datetime.utcnow(),
                      deleted_at=None,
-                     updated_at=datetime.datetime.utcnow())
+                     updated_at=datetime.datetime.utcnow(),
+                     interval=7200)
         sample._audit_template_uuid = '7ae81bb3-dec3-4289-8d6c-da80bd8001ae'
         return cls._convert_with_links(sample, 'http://localhost:9322', expand)
 
@@ -414,8 +438,9 @@ class AuditsController(rest.RestController):
 
         # trigger decision-engine to run the audit
 
-        dc_client = rpcapi.DecisionEngineAPI()
-        dc_client.trigger_audit(context, new_audit.uuid)
+        if new_audit.audit_type == objects.audit.AuditType.ONESHOT.value:
+            dc_client = rpcapi.DecisionEngineAPI()
+            dc_client.trigger_audit(context, new_audit.uuid)
 
         return Audit.convert_with_links(new_audit)
 
diff --git a/watcher/common/exception.py b/watcher/common/exception.py
index 95c1f0a0a..5e3e23cd3 100644
--- a/watcher/common/exception.py
+++ b/watcher/common/exception.py
@@ -221,6 +221,14 @@ class AuditAlreadyExists(Conflict):
     msg_fmt = _("An audit with UUID %(uuid)s already exists")
 
 
+class AuditIntervalNotSpecified(Invalid):
+    msg_fmt = _("Interval of audit must be specified for %(audit_type)s.")
+
+
+class AuditIntervalNotAllowed(Invalid):
+    msg_fmt = _("Interval of audit must not be set for %(audit_type)s.")
+
+
 class AuditReferenced(Invalid):
     msg_fmt = _("Audit %(audit)s is referenced by one or multiple action "
                 "plans")
diff --git a/watcher/db/sqlalchemy/models.py b/watcher/db/sqlalchemy/models.py
index 9b265ced4..f6ca6f515 100644
--- a/watcher/db/sqlalchemy/models.py
+++ b/watcher/db/sqlalchemy/models.py
@@ -177,6 +177,7 @@ class Audit(Base):
     audit_template_id = Column(Integer, ForeignKey('audit_templates.id'),
                                nullable=False)
     parameters = Column(JSONEncodedDict, nullable=True)
+    interval = Column(Integer, nullable=True)
 
 
 class Action(Base):
diff --git a/watcher/decision_engine/audit/base.py b/watcher/decision_engine/audit/base.py
index 743ee1ffd..e44d6fded 100644
--- a/watcher/decision_engine/audit/base.py
+++ b/watcher/decision_engine/audit/base.py
@@ -2,6 +2,7 @@
 # Copyright (c) 2015 b<>com
 #
 # Authors: Jean-Emile DARTOIS <jean-emile.dartois@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.
@@ -19,9 +20,92 @@
 import abc
 import six
 
+from oslo_log import log
+
+from watcher.common.messaging.events import event as watcher_event
+from watcher.decision_engine.messaging import events as de_events
+from watcher.decision_engine.planner import manager as planner_manager
+from watcher.decision_engine.strategy.context import default as default_context
+from watcher.objects import audit as audit_objects
+
+LOG = log.getLogger(__name__)
+
 
 @six.add_metaclass(abc.ABCMeta)
 class BaseAuditHandler(object):
     @abc.abstractmethod
     def execute(self, audit_uuid, request_context):
         raise NotImplementedError()
+
+    @abc.abstractmethod
+    def pre_execute(self, audit_uuid, request_context):
+        raise NotImplementedError()
+
+    @abc.abstractmethod
+    def do_execute(self, audit, request_context):
+        raise NotImplementedError()
+
+    @abc.abstractmethod
+    def post_execute(self, audit, solution, request_context):
+        raise NotImplementedError()
+
+
+@six.add_metaclass(abc.ABCMeta)
+class AuditHandler(BaseAuditHandler):
+    def __init__(self, messaging):
+        self._messaging = messaging
+        self._strategy_context = default_context.DefaultStrategyContext()
+        self._planner_manager = planner_manager.PlannerManager()
+        self._planner = None
+
+    @property
+    def planner(self):
+        if self._planner is None:
+            self._planner = self._planner_manager.load()
+        return self._planner
+
+    @property
+    def messaging(self):
+        return self._messaging
+
+    @property
+    def strategy_context(self):
+        return self._strategy_context
+
+    def notify(self, audit_uuid, event_type, status):
+        event = watcher_event.Event()
+        event.type = event_type
+        event.data = {}
+        payload = {'audit_uuid': audit_uuid,
+                   'audit_status': status}
+        self.messaging.status_topic_handler.publish_event(
+            event.type.name, payload)
+
+    def update_audit_state(self, request_context, audit, state):
+        LOG.debug("Update audit state: %s", state)
+        audit.state = state
+        audit.save()
+        self.notify(audit.uuid, de_events.Events.TRIGGER_AUDIT, state)
+
+    def pre_execute(self, audit, request_context):
+        LOG.debug("Trigger audit %s", audit.uuid)
+        # change state of the audit to ONGOING
+        self.update_audit_state(request_context, audit,
+                                audit_objects.State.ONGOING)
+
+    def post_execute(self, audit, solution, request_context):
+        self.planner.schedule(request_context, audit.id, solution)
+
+        # change state of the audit to SUCCEEDED
+        self.update_audit_state(request_context, audit,
+                                audit_objects.State.SUCCEEDED)
+
+    def execute(self, audit, request_context):
+        try:
+            self.pre_execute(audit, request_context)
+            solution = self.do_execute(audit, request_context)
+            self.post_execute(audit, solution, request_context)
+        except Exception as e:
+            LOG.exception(e)
+            self.update_audit_state(request_context, audit,
+                                    audit_objects.State.FAILED)
diff --git a/watcher/decision_engine/audit/continuous.py b/watcher/decision_engine/audit/continuous.py
new file mode 100644
index 000000000..3aaf09e8a
--- /dev/null
+++ b/watcher/decision_engine/audit/continuous.py
@@ -0,0 +1,126 @@
+# -*- encoding: utf-8 -*-
+# Copyright (c) 2016 Servionica LTD
+#
+# 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.
+
+
+import datetime
+
+from apscheduler.schedulers import background
+
+from oslo_config import cfg
+
+from watcher.common import context
+from watcher.decision_engine.audit import base
+from watcher.objects import action_plan as action_objects
+from watcher.objects import audit as audit_objects
+
+CONF = cfg.CONF
+
+WATCHER_CONTINUOUS_OPTS = [
+    cfg.IntOpt('continuous_audit_interval',
+               default=10,
+               help='Interval, in seconds, for checking new created'
+                    'continuous audit.')
+]
+
+CONF.register_opts(WATCHER_CONTINUOUS_OPTS, 'watcher_decision_engine')
+
+
+class ContinuousAuditHandler(base.AuditHandler):
+    def __init__(self, messaging):
+        super(ContinuousAuditHandler, self).__init__(messaging)
+        self._scheduler = None
+        self.jobs = []
+        self._start()
+        self.context_show_deleted = context.RequestContext(is_admin=True,
+                                                           show_deleted=True)
+
+    @property
+    def scheduler(self):
+        if self._scheduler is None:
+            self._scheduler = background.BackgroundScheduler()
+        return self._scheduler
+
+    def _is_audit_inactive(self, audit):
+        audit = audit_objects.Audit.get_by_uuid(self.context_show_deleted,
+                                                audit.uuid)
+        if audit.state in (audit_objects.State.CANCELLED,
+                           audit_objects.State.DELETED,
+                           audit_objects.State.FAILED):
+            # if audit isn't in active states, audit's job must be removed to
+            # prevent using of inactive audit in future.
+            job_to_delete = [job for job in self.jobs
+                             if job.keys()[0] == audit.uuid][0]
+            self.jobs.remove(job_to_delete)
+            job_to_delete[audit.uuid].remove()
+
+            return True
+
+        return False
+
+    def do_execute(self, audit, request_context):
+        # execute the strategy
+        solution = self.strategy_context.execute_strategy(audit.uuid,
+                                                          request_context)
+
+        if audit.audit_type == audit_objects.AuditType.CONTINUOUS.value:
+            a_plan_filters = {'audit_uuid': audit.uuid,
+                              'state': action_objects.State.RECOMMENDED}
+            action_plans = action_objects.ActionPlan.list(
+                request_context,
+                filters=a_plan_filters)
+            for plan in action_plans:
+                plan.state = action_objects.State.CANCELLED
+                plan.save()
+        return solution
+
+    def execute_audit(self, audit, request_context):
+        if not self._is_audit_inactive(audit):
+            self.execute(audit, request_context)
+
+    def post_execute(self, audit, solution, request_context):
+        self.planner.schedule(request_context, audit.id, solution)
+
+    def launch_audits_periodically(self):
+        audit_context = context.RequestContext(is_admin=True)
+        audit_filters = {
+            'audit_type': audit_objects.AuditType.CONTINUOUS.value,
+            'state__in': (audit_objects.State.PENDING,
+                          audit_objects.State.ONGOING,
+                          audit_objects.State.SUCCEEDED)
+        }
+        audits = audit_objects.Audit.list(audit_context,
+                                          filters=audit_filters)
+        scheduler_job_args = [job.args for job in self.scheduler.get_jobs()
+                              if job.name == 'execute_audit']
+        for audit in audits:
+            if audit.uuid not in [arg[0].uuid for arg in scheduler_job_args]:
+                job = self.scheduler.add_job(
+                    self.execute_audit, 'interval',
+                    args=[audit, audit_context],
+                    seconds=audit.interval,
+                    name='execute_audit',
+                    next_run_time=datetime.datetime.now())
+                self.jobs.append({audit.uuid: job})
+
+    def _start(self):
+        self.scheduler.add_job(
+            self.launch_audits_periodically,
+            'interval',
+            seconds=CONF.watcher_decision_engine.continuous_audit_interval,
+            next_run_time=datetime.datetime.now())
+        self.scheduler.start()
diff --git a/watcher/decision_engine/audit/default.py b/watcher/decision_engine/audit/default.py
deleted file mode 100644
index 4ea64d179..000000000
--- a/watcher/decision_engine/audit/default.py
+++ /dev/null
@@ -1,88 +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.
-
-from oslo_log import log
-
-from watcher.common.messaging.events import event as watcher_event
-from watcher.decision_engine.audit import base
-from watcher.decision_engine.messaging import events as de_events
-from watcher.decision_engine.planner import manager as planner_manager
-from watcher.decision_engine.strategy.context import default as default_context
-from watcher.objects import audit as audit_objects
-
-
-LOG = log.getLogger(__name__)
-
-
-class DefaultAuditHandler(base.BaseAuditHandler):
-    def __init__(self, messaging):
-        super(DefaultAuditHandler, self).__init__()
-        self._messaging = messaging
-        self._strategy_context = default_context.DefaultStrategyContext()
-        self._planner_manager = planner_manager.PlannerManager()
-        self._planner = None
-
-    @property
-    def planner(self):
-        if self._planner is None:
-            self._planner = self._planner_manager.load()
-        return self._planner
-
-    @property
-    def messaging(self):
-        return self._messaging
-
-    @property
-    def strategy_context(self):
-        return self._strategy_context
-
-    def notify(self, audit_uuid, event_type, status):
-        event = watcher_event.Event()
-        event.type = event_type
-        event.data = {}
-        payload = {'audit_uuid': audit_uuid,
-                   'audit_status': status}
-        self.messaging.status_topic_handler.publish_event(
-            event.type.name, payload)
-
-    def update_audit_state(self, request_context, audit_uuid, state):
-        LOG.debug("Update audit state: %s", state)
-        audit = audit_objects.Audit.get_by_uuid(request_context, audit_uuid)
-        audit.state = state
-        audit.save()
-        self.notify(audit_uuid, de_events.Events.TRIGGER_AUDIT, state)
-        return audit
-
-    def execute(self, audit_uuid, request_context):
-        try:
-            LOG.debug("Trigger audit %s", audit_uuid)
-            # change state of the audit to ONGOING
-            audit = self.update_audit_state(request_context, audit_uuid,
-                                            audit_objects.State.ONGOING)
-
-            # execute the strategy
-            solution = self.strategy_context.execute_strategy(audit_uuid,
-                                                              request_context)
-
-            self.planner.schedule(request_context, audit.id, solution)
-
-            # change state of the audit to SUCCEEDED
-            self.update_audit_state(request_context, audit_uuid,
-                                    audit_objects.State.SUCCEEDED)
-        except Exception as e:
-            LOG.exception(e)
-            self.update_audit_state(request_context, audit_uuid,
-                                    audit_objects.State.FAILED)
diff --git a/watcher/decision_engine/audit/oneshot.py b/watcher/decision_engine/audit/oneshot.py
new file mode 100644
index 000000000..d7b68d926
--- /dev/null
+++ b/watcher/decision_engine/audit/oneshot.py
@@ -0,0 +1,26 @@
+# -*- encoding: utf-8 -*-
+# Copyright (c) 2015 b<>com
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+# http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+# implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+from watcher.decision_engine.audit import base
+
+
+class OneShotAuditHandler(base.AuditHandler):
+    def do_execute(self, audit, request_context):
+        # execute the strategy
+        solution = self.strategy_context.execute_strategy(audit.uuid,
+                                                          request_context)
+
+        return solution
diff --git a/watcher/decision_engine/messaging/audit_endpoint.py b/watcher/decision_engine/messaging/audit_endpoint.py
index ce606b4e2..a5c5f836b 100644
--- a/watcher/decision_engine/messaging/audit_endpoint.py
+++ b/watcher/decision_engine/messaging/audit_endpoint.py
@@ -21,7 +21,9 @@ from concurrent import futures
 from oslo_config import cfg
 from oslo_log import log
 
-from watcher.decision_engine.audit import default
+from watcher.decision_engine.audit import continuous as continuous_handler
+from watcher.decision_engine.audit import oneshot as oneshot_handler
+from watcher.objects import audit as audit_objects
 
 CONF = cfg.CONF
 LOG = log.getLogger(__name__)
@@ -32,6 +34,10 @@ class AuditEndpoint(object):
         self._messaging = messaging
         self._executor = futures.ThreadPoolExecutor(
             max_workers=CONF.watcher_decision_engine.max_workers)
+        self._oneshot_handler = oneshot_handler.OneShotAuditHandler(
+            self.messaging)
+        self._continuous_handler = continuous_handler.ContinuousAuditHandler(
+            self.messaging)
 
     @property
     def executor(self):
@@ -42,8 +48,8 @@ class AuditEndpoint(object):
         return self._messaging
 
     def do_trigger_audit(self, context, audit_uuid):
-        audit = default.DefaultAuditHandler(self.messaging)
-        audit.execute(audit_uuid, context)
+        audit = audit_objects.Audit.get_by_uuid(context, audit_uuid)
+        self._oneshot_handler.execute(audit, context)
 
     def trigger_audit(self, context, audit_uuid):
         LOG.debug("Trigger audit %s" % audit_uuid)
diff --git a/watcher/objects/audit.py b/watcher/objects/audit.py
index 422d93519..ff04570ed 100644
--- a/watcher/objects/audit.py
+++ b/watcher/objects/audit.py
@@ -86,6 +86,7 @@ class Audit(base.WatcherObject):
         'deadline': obj_utils.datetime_or_str_or_none,
         'audit_template_id': obj_utils.int_or_none,
         'parameters': obj_utils.dict_or_none,
+        'interval': obj_utils.int_or_none,
     }
 
     @staticmethod
diff --git a/watcher/tests/api/v1/test_audits.py b/watcher/tests/api/v1/test_audits.py
index e8f8b99fd..f1135281e 100644
--- a/watcher/tests/api/v1/test_audits.py
+++ b/watcher/tests/api/v1/test_audits.py
@@ -477,6 +477,7 @@ class TestPost(api_base.FunctionalTest):
         audit_dict = post_get_test_audit(state=objects.audit.State.PENDING)
         del audit_dict['uuid']
         del audit_dict['state']
+        del audit_dict['interval']
 
         response = self.post_json('/audits', audit_dict)
         self.assertEqual('application/json', response.content_type)
@@ -517,6 +518,7 @@ class TestPost(api_base.FunctionalTest):
         audit_dict = post_get_test_audit()
         del audit_dict['uuid']
         del audit_dict['state']
+        del audit_dict['interval']
         # Make the audit template UUID some garbage value
         audit_dict['audit_template_uuid'] = (
             '01234567-8910-1112-1314-151617181920')
@@ -537,6 +539,7 @@ class TestPost(api_base.FunctionalTest):
         state = audit_dict['state']
         del audit_dict['uuid']
         del audit_dict['state']
+        del audit_dict['interval']
         with mock.patch.object(self.dbapi, 'create_audit',
                                wraps=self.dbapi.create_audit) as cn_mock:
             response = self.post_json('/audits', audit_dict)
@@ -552,6 +555,7 @@ class TestPost(api_base.FunctionalTest):
         audit_dict = post_get_test_audit()
         del audit_dict['uuid']
         del audit_dict['state']
+        del audit_dict['interval']
 
         response = self.post_json('/audits', audit_dict)
         self.assertEqual('application/json', response.content_type)
@@ -560,12 +564,66 @@ class TestPost(api_base.FunctionalTest):
                          response.json['state'])
         self.assertTrue(utils.is_uuid_like(response.json['uuid']))
 
+    @mock.patch.object(deapi.DecisionEngineAPI, 'trigger_audit')
+    def test_create_continuous_audit_with_period(self, mock_trigger_audit):
+        mock_trigger_audit.return_value = mock.ANY
+
+        audit_dict = post_get_test_audit()
+        del audit_dict['uuid']
+        del audit_dict['state']
+        audit_dict['audit_type'] = objects.audit.AuditType.CONTINUOUS.value
+        audit_dict['interval'] = 1200
+
+        response = self.post_json('/audits', audit_dict)
+        self.assertEqual('application/json', response.content_type)
+        self.assertEqual(201, response.status_int)
+        self.assertEqual(objects.audit.State.PENDING,
+                         response.json['state'])
+        self.assertEqual(audit_dict['interval'], response.json['interval'])
+        self.assertTrue(utils.is_uuid_like(response.json['uuid']))
+
+    @mock.patch.object(deapi.DecisionEngineAPI, 'trigger_audit')
+    def test_create_continuous_audit_without_period(self, mock_trigger_audit):
+        mock_trigger_audit.return_value = mock.ANY
+
+        audit_dict = post_get_test_audit()
+        del audit_dict['uuid']
+        del audit_dict['state']
+        audit_dict['audit_type'] = objects.audit.AuditType.CONTINUOUS.value
+        del audit_dict['interval']
+
+        response = self.post_json('/audits', audit_dict, expect_errors=True)
+        self.assertEqual(400, response.status_int)
+        self.assertEqual('application/json', response.content_type)
+        expected_error_msg = ('Interval of audit must be specified '
+                              'for CONTINUOUS.')
+        self.assertTrue(response.json['error_message'])
+        self.assertTrue(expected_error_msg in response.json['error_message'])
+
+    @mock.patch.object(deapi.DecisionEngineAPI, 'trigger_audit')
+    def test_create_oneshot_audit_with_period(self, mock_trigger_audit):
+        mock_trigger_audit.return_value = mock.ANY
+
+        audit_dict = post_get_test_audit()
+        del audit_dict['uuid']
+        del audit_dict['state']
+        audit_dict['audit_type'] = objects.audit.AuditType.ONESHOT.value
+        audit_dict['interval'] = 1200
+
+        response = self.post_json('/audits', audit_dict, expect_errors=True)
+        self.assertEqual(400, response.status_int)
+        self.assertEqual('application/json', response.content_type)
+        expected_error_msg = 'Interval of audit must not be set for ONESHOT.'
+        self.assertTrue(response.json['error_message'])
+        self.assertTrue(expected_error_msg in response.json['error_message'])
+
     def test_create_audit_trigger_decision_engine(self):
         with mock.patch.object(deapi.DecisionEngineAPI,
                                'trigger_audit') as de_mock:
             audit_dict = post_get_test_audit(state=objects.audit.State.PENDING)
             del audit_dict['uuid']
             del audit_dict['state']
+            del audit_dict['interval']
             response = self.post_json('/audits', audit_dict)
             de_mock.assert_called_once_with(mock.ANY, response.json['uuid'])
 
@@ -586,6 +644,7 @@ class TestPost(api_base.FunctionalTest):
         audit_dict = post_get_test_audit(parameters={'name': 'Tom'})
         del audit_dict['uuid']
         del audit_dict['state']
+        del audit_dict['interval']
 
         response = self.post_json('/audits', audit_dict, expect_errors=True)
         self.assertEqual('application/json', response.content_type)
@@ -605,6 +664,7 @@ class TestPost(api_base.FunctionalTest):
             parameters={'name': 'Tom'})
         del audit_dict['uuid']
         del audit_dict['state']
+        del audit_dict['interval']
 
         response = self.post_json('/audits', audit_dict, expect_errors=True)
         self.assertEqual('application/json', response.content_type)
diff --git a/watcher/tests/db/utils.py b/watcher/tests/db/utils.py
index 0d0c43857..881e4154a 100644
--- a/watcher/tests/db/utils.py
+++ b/watcher/tests/db/utils.py
@@ -62,6 +62,7 @@ def get_test_audit(**kwargs):
         'updated_at': kwargs.get('updated_at'),
         'deleted_at': kwargs.get('deleted_at'),
         'parameters': kwargs.get('parameters', {}),
+        'interval': kwargs.get('period', 3600),
     }
 
 
diff --git a/watcher/tests/decision_engine/audit/test_audit_handlers.py b/watcher/tests/decision_engine/audit/test_audit_handlers.py
new file mode 100644
index 000000000..590a98a01
--- /dev/null
+++ b/watcher/tests/decision_engine/audit/test_audit_handlers.py
@@ -0,0 +1,139 @@
+# -*- 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
+import uuid
+
+from apscheduler.schedulers import background
+
+from watcher.decision_engine.audit import continuous
+from watcher.decision_engine.audit import oneshot
+from watcher.decision_engine.messaging import events
+from watcher.metrics_engine.cluster_model_collector import manager
+from watcher.objects import audit as audit_objects
+from watcher.tests.db import base
+from watcher.tests.decision_engine.strategy.strategies import \
+    faker_cluster_state as faker
+from watcher.tests.objects import utils as obj_utils
+
+
+class TestOneShotAuditHandler(base.DbTestCase):
+    def setUp(self):
+        super(TestOneShotAuditHandler, self).setUp()
+        obj_utils.create_test_goal(self.context, id=1, name="dummy")
+        audit_template = obj_utils.create_test_audit_template(
+            self.context)
+        self.audit = obj_utils.create_test_audit(
+            self.context,
+            audit_template_id=audit_template.id)
+
+    @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
+    def test_trigger_audit_without_errors(self, mock_collector):
+        mock_collector.return_value = faker.FakerModelCollector()
+        audit_handler = oneshot.OneShotAuditHandler(mock.MagicMock())
+        audit_handler.execute(self.audit, self.context)
+
+    @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
+    def test_trigger_audit_state_succeeded(self, mock_collector):
+        mock_collector.return_value = faker.FakerModelCollector()
+        audit_handler = oneshot.OneShotAuditHandler(mock.MagicMock())
+        audit_handler.execute(self.audit, self.context)
+        audit = audit_objects.Audit.get_by_uuid(self.context, self.audit.uuid)
+        self.assertEqual(audit_objects.State.SUCCEEDED, audit.state)
+
+    @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
+    def test_trigger_audit_send_notification(self, mock_collector):
+        messaging = mock.MagicMock()
+        mock_collector.return_value = faker.FakerModelCollector()
+        audit_handler = oneshot.OneShotAuditHandler(messaging)
+        audit_handler.execute(self.audit, self.context)
+
+        call_on_going = mock.call(events.Events.TRIGGER_AUDIT.name, {
+            'audit_status': audit_objects.State.ONGOING,
+            'audit_uuid': self.audit.uuid})
+        call_succeeded = mock.call(events.Events.TRIGGER_AUDIT.name, {
+            'audit_status': audit_objects.State.SUCCEEDED,
+            'audit_uuid': self.audit.uuid})
+
+        calls = [call_on_going, call_succeeded]
+        messaging.status_topic_handler.publish_event.assert_has_calls(calls)
+        self.assertEqual(
+            2, messaging.status_topic_handler.publish_event.call_count)
+
+
+class TestContinuousAuditHandler(base.DbTestCase):
+    def setUp(self):
+        super(TestContinuousAuditHandler, self).setUp()
+        obj_utils.create_test_goal(self.context, id=1, name="DUMMY")
+        audit_template = obj_utils.create_test_audit_template(
+            self.context)
+        self.audits = [obj_utils.create_test_audit(
+            self.context,
+            uuid=uuid.uuid4(),
+            audit_template_id=audit_template.id,
+            audit_type=audit_objects.AuditType.CONTINUOUS.value)
+            for i in range(2)]
+
+    @mock.patch.object(background.BackgroundScheduler, 'add_job')
+    @mock.patch.object(background.BackgroundScheduler, 'get_jobs')
+    @mock.patch.object(audit_objects.Audit, 'list')
+    def test_launch_audits_periodically(self, mock_list,
+                                        mock_jobs, mock_add_job):
+        audit_handler = continuous.ContinuousAuditHandler(mock.MagicMock())
+        audits = [audit_objects.Audit.get_by_uuid(self.context,
+                                                  self.audits[0].uuid)]
+        mock_list.return_value = audits
+        mock_jobs.return_value = mock.MagicMock()
+        audit_handler.launch_audits_periodically()
+        mock_add_job.assert_called()
+
+    @mock.patch.object(background.BackgroundScheduler, 'add_job')
+    @mock.patch.object(background.BackgroundScheduler, 'get_jobs')
+    @mock.patch.object(audit_objects.Audit, 'list')
+    def test_launch_multiply_audits_periodically(self, mock_list,
+                                                 mock_jobs, mock_add_job):
+        audit_handler = continuous.ContinuousAuditHandler(mock.MagicMock())
+        audits = [audit_objects.Audit.get_by_uuid(
+            self.context,
+            audit.uuid) for audit in self.audits]
+        mock_list.return_value = audits
+        mock_jobs.return_value = mock.MagicMock()
+        calls = [mock.call(audit_handler.execute_audit, 'interval',
+                           args=[mock.ANY, mock.ANY],
+                           seconds=3600,
+                           name='execute_audit',
+                           next_run_time=mock.ANY) for audit in self.audits]
+        audit_handler.launch_audits_periodically()
+        mock_add_job.assert_has_calls(calls)
+
+    @mock.patch.object(background.BackgroundScheduler, 'add_job')
+    @mock.patch.object(background.BackgroundScheduler, 'get_jobs')
+    @mock.patch.object(audit_objects.Audit, 'list')
+    def test_period_audit_not_called_when_deleted(self, mock_list,
+                                                  mock_jobs, mock_add_job):
+        audit_handler = continuous.ContinuousAuditHandler(mock.MagicMock())
+        audits = [audit_objects.Audit.get_by_uuid(
+            self.context,
+            audit.uuid) for audit in self.audits]
+        mock_list.return_value = audits
+        mock_jobs.return_value = mock.MagicMock()
+        audits[1].state = audit_objects.State.CANCELLED
+        calls = [mock.call(audit_handler.execute_audit, 'interval',
+                           args=[mock.ANY, mock.ANY],
+                           seconds=3600,
+                           name='execute_audit',
+                           next_run_time=mock.ANY)]
+        audit_handler.launch_audits_periodically()
+        mock_add_job.assert_has_calls(calls)
diff --git a/watcher/tests/decision_engine/audit/test_default_audit_handler.py b/watcher/tests/decision_engine/audit/test_default_audit_handler.py
deleted file mode 100644
index 005849822..000000000
--- a/watcher/tests/decision_engine/audit/test_default_audit_handler.py
+++ /dev/null
@@ -1,69 +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.decision_engine.audit import default as default
-from watcher.decision_engine.messaging import events
-from watcher.metrics_engine.cluster_model_collector import manager
-from watcher.objects import audit as audit_objects
-from watcher.tests.db import base
-from watcher.tests.decision_engine.strategy.strategies import \
-    faker_cluster_state as faker
-from watcher.tests.objects import utils as obj_utils
-
-
-class TestDefaultAuditHandler(base.DbTestCase):
-    def setUp(self):
-        super(TestDefaultAuditHandler, self).setUp()
-        obj_utils.create_test_goal(self.context, id=1, name="dummy")
-        audit_template = obj_utils.create_test_audit_template(
-            self.context)
-        self.audit = obj_utils.create_test_audit(
-            self.context,
-            audit_template_id=audit_template.id)
-
-    @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
-    def test_trigger_audit_without_errors(self, mock_collector):
-        mock_collector.return_value = faker.FakerModelCollector()
-        audit_handler = default.DefaultAuditHandler(mock.MagicMock())
-        audit_handler.execute(self.audit.uuid, self.context)
-
-    @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
-    def test_trigger_audit_state_succeeded(self, mock_collector):
-        mock_collector.return_value = faker.FakerModelCollector()
-        audit_handler = default.DefaultAuditHandler(mock.MagicMock())
-        audit_handler.execute(self.audit.uuid, self.context)
-        audit = audit_objects.Audit.get_by_uuid(self.context, self.audit.uuid)
-        self.assertEqual(audit_objects.State.SUCCEEDED, audit.state)
-
-    @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
-    def test_trigger_audit_send_notification(self, mock_collector):
-        messaging = mock.MagicMock()
-        mock_collector.return_value = faker.FakerModelCollector()
-        audit_handler = default.DefaultAuditHandler(messaging)
-        audit_handler.execute(self.audit.uuid, self.context)
-
-        call_on_going = mock.call(events.Events.TRIGGER_AUDIT.name, {
-            'audit_status': audit_objects.State.ONGOING,
-            'audit_uuid': self.audit.uuid})
-        call_succeeded = mock.call(events.Events.TRIGGER_AUDIT.name, {
-            'audit_status': audit_objects.State.SUCCEEDED,
-            'audit_uuid': self.audit.uuid})
-
-        calls = [call_on_going, call_succeeded]
-        messaging.status_topic_handler.publish_event.assert_has_calls(calls)
-        self.assertEqual(
-            2, messaging.status_topic_handler.publish_event.call_count)
diff --git a/watcher/tests/decision_engine/messaging/test_audit_endpoint.py b/watcher/tests/decision_engine/messaging/test_audit_endpoint.py
index 118c3a63c..6f5b1d6fc 100644
--- a/watcher/tests/decision_engine/messaging/test_audit_endpoint.py
+++ b/watcher/tests/decision_engine/messaging/test_audit_endpoint.py
@@ -16,8 +16,7 @@
 
 import mock
 
-from watcher.common import utils
-from watcher.decision_engine.audit import default
+from watcher.decision_engine.audit import oneshot as oneshot_handler
 from watcher.decision_engine.messaging import audit_endpoint
 from watcher.metrics_engine.cluster_model_collector import manager
 from watcher.tests.db import base
@@ -38,28 +37,29 @@ class TestAuditEndpoint(base.DbTestCase):
     @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
     def test_do_trigger_audit(self, mock_collector):
         mock_collector.return_value = faker_cluster_state.FakerModelCollector()
-        audit_uuid = utils.generate_uuid()
 
-        audit_handler = default.DefaultAuditHandler(mock.MagicMock())
+        audit_handler = oneshot_handler.OneShotAuditHandler(mock.MagicMock())
         endpoint = audit_endpoint.AuditEndpoint(audit_handler)
 
-        with mock.patch.object(default.DefaultAuditHandler,
+        with mock.patch.object(oneshot_handler.OneShotAuditHandler,
                                'execute') as mock_call:
             mock_call.return_value = 0
-            endpoint.do_trigger_audit(audit_handler, audit_uuid)
+            endpoint.do_trigger_audit(self.context, self.audit.uuid)
 
-        mock_call.assert_called_once_with(audit_uuid, audit_handler)
+        self.assertEqual(mock_call.call_count, 1)
 
     @mock.patch.object(manager.CollectorManager, "get_cluster_model_collector")
     def test_trigger_audit(self, mock_collector):
         mock_collector.return_value = faker_cluster_state.FakerModelCollector()
-        audit_uuid = utils.generate_uuid()
-        audit_handler = default.DefaultAuditHandler(mock.MagicMock())
+
+        audit_handler = oneshot_handler.OneShotAuditHandler(mock.MagicMock())
         endpoint = audit_endpoint.AuditEndpoint(audit_handler)
 
-        with mock.patch.object(default.DefaultAuditHandler, 'execute') \
-                as mock_call:
-            mock_call.return_value = 0
-            endpoint.trigger_audit(audit_handler, audit_uuid)
+        with mock.patch.object(endpoint.executor, 'submit') as mock_call:
+            mock_execute = mock.call(endpoint.do_trigger_audit,
+                                     self.context,
+                                     self.audit.uuid)
+            endpoint.trigger_audit(self.context, self.audit.uuid)
 
-        mock_call.assert_called_once_with(audit_uuid, audit_handler)
+        mock_call.assert_has_calls([mock_execute])
+        self.assertEqual(mock_call.call_count, 1)