Fixed issue on compute nodes iteration

In this changeset, I fixed the issue with the basic server
consolidation strategy to now loop over all compute nodes
as expected instead of stopping after the first one.

Change-Id: If594f0df41e39dfb0ef8f0fce41822018490c4ec
Closes-bug: #1548874

.coveragerc

@@ -1,7 +1,9 @@
 [run]
 branch = True
 source = watcher
-omit = watcher/tests/*
+omit =
+    watcher/tests/*
+    watcher/hacking/*
 
 [report]
 ignore_errors = True

.gitignore

@@ -64,3 +64,10 @@ sftp-config.json
 
 cover
 /demo/
+
+
+# Files created by releasenotes build
+releasenotes/build
+
+# Desktop Service Store
+*.DS_Store

.gitreview

@@ -2,3 +2,4 @@
 host=review.openstack.org
 port=29418
 project=openstack/watcher.git
+defaultbranch=stable/newton

README.rst

@@ -10,10 +10,8 @@ Watcher
 
 OpenStack Watcher provides a flexible and scalable resource optimization
 service for multi-tenant OpenStack-based clouds.
-Watcher provides a complete optimization loop-including everything from a
-metrics receiver, complex event processor and profiler, optimization processor
-and an action plan applier. This provides a robust framework to realize a wide
-range of cloud optimization goals, including the reduction of data center
+Watcher provides a robust framework to realize a wide range of cloud
+optimization goals, including the reduction of data center
 operating costs, increased system performance via intelligent virtual machine
 migration, increased energy efficiency-and more!
 
@@ -21,4 +19,4 @@ migration, increased energy efficiency-and more!
 * Wiki: http://wiki.openstack.org/wiki/Watcher
 * Source:  https://github.com/openstack/watcher
 * Bugs: http://bugs.launchpad.net/watcher
-* Documentation: https://factory.b-com.com/www/watcher/doc/watcher/index.html
+* Documentation: http://docs.openstack.org/developer/watcher/

devstack/lib/watcher

@@ -44,6 +44,9 @@ WATCHER_CONF_DIR=/etc/watcher
 WATCHER_CONF=$WATCHER_CONF_DIR/watcher.conf
 WATCHER_POLICY_JSON=$WATCHER_CONF_DIR/policy.json
 
+NOVA_CONF_DIR=/etc/nova
+NOVA_CONF=$NOVA_CONF_DIR/nova.conf
+
 if is_ssl_enabled_service "watcher" || is_service_enabled tls-proxy; then
     WATCHER_SERVICE_PROTOCOL="https"
 fi
@@ -123,6 +126,8 @@ function create_watcher_conf {
     iniset $WATCHER_CONF oslo_messaging_rabbit rabbit_password $RABBIT_PASSWORD
     iniset $WATCHER_CONF oslo_messaging_rabbit rabbit_host $RABBIT_HOST
 
+    iniset $NOVA_CONF oslo_messaging_notifications topics "notifications,watcher_notifications"
+
     configure_auth_token_middleware $WATCHER_CONF watcher $WATCHER_AUTH_CACHE_DIR
     configure_auth_token_middleware $WATCHER_CONF watcher $WATCHER_AUTH_CACHE_DIR "watcher_clients_auth"
 

devstack/local.conf.controller

@@ -27,6 +27,9 @@ ENABLED_SERVICES+=,q-svc,q-dhcp,q-meta,q-agt,q-l3,neutron
 # Enable remote console access
 enable_service n-cauth
 
+# Enable the Watcher Dashboard plugin
+enable_plugin watcher-dashboard git://git.openstack.org/openstack/watcher-dashboard
+
 # Enable the Watcher plugin
 enable_plugin watcher git://git.openstack.org/openstack/watcher
 

doc/source/architecture.rst

@@ -139,7 +139,7 @@ The Watcher Dashboard can be used to interact with the Watcher system through
 Horizon in order to control it or to know its current status.
 
 Please, read `the detailed documentation about Watcher Dashboard
-<https://factory.b-com.com/www/watcher/doc/watcher-dashboard/>`_.
+<http://docs.openstack.org/developer/watcher-dashboard/>`_.
 
 .. _archi_watcher_database_definition:
 
@@ -150,12 +150,14 @@ This database stores all the Watcher domain objects which can be requested
 by the :ref:`Watcher API <archi_watcher_api_definition>` or the
 :ref:`Watcher CLI <archi_watcher_cli_definition>`:
 
+-  :ref:`Goals <goal_definition>`
+-  :ref:`Strategies <strategy_definition>`
 -  :ref:`Audit templates <audit_template_definition>`
 -  :ref:`Audits <audit_definition>`
 -  :ref:`Action plans <action_plan_definition>`
+-  :ref:`Efficacy indicators <efficacy_indicator_definition>` via the Action
+   Plan API.
 -  :ref:`Actions <action_definition>`
--  :ref:`Goals <goal_definition>`
--  :ref:`Strategies <strategy_definition>`
 
 The Watcher domain being here "*optimization of some resources provided by an
 OpenStack system*".
@@ -169,35 +171,47 @@ This component is responsible for computing a set of potential optimization
 :ref:`Actions <action_definition>` in order to fulfill
 the :ref:`Goal <goal_definition>` of an :ref:`Audit <audit_definition>`.
 
-It first reads the parameters of the :ref:`Audit <audit_definition>` from the
-associated :ref:`Audit Template <audit_template_definition>` and knows the
-:ref:`Goal <goal_definition>` to achieve.
+It first reads the parameters of the :ref:`Audit <audit_definition>` to know
+the :ref:`Goal <goal_definition>` to achieve.
 
-It then selects the most appropriate :ref:`Strategy <strategy_definition>`
-depending on how Watcher was configured for this :ref:`Goal <goal_definition>`.
+Unless specified, it then selects the most appropriate :ref:`strategy
+<strategy_definition>` from the list of available strategies achieving this
+goal.
 
 The :ref:`Strategy <strategy_definition>` is then dynamically loaded (via
-`stevedore <https://github.com/openstack/stevedore/>`_). The
-:ref:`Watcher Decision Engine <watcher_decision_engine_definition>` calls the
-**execute()** method of the :ref:`Strategy <strategy_definition>` class which
-generates a solution composed of a set of :ref:`Actions <action_definition>`.
+`stevedore <http://docs.openstack.org/developer/stevedore/>`_). The
+:ref:`Watcher Decision Engine <watcher_decision_engine_definition>` executes
+the strategy.
+
+In order to compute the potential :ref:`Solution <solution_definition>` for the
+Audit, the :ref:`Strategy <strategy_definition>` relies on different sets of
+data:
+
+- :ref:`Cluster data models <cluster_data_model_definition>` that are
+  periodically synchronized through pluggable cluster data model collectors.
+  These models contain the current state of various
+  :ref:`Managed resources <managed_resource_definition>` (e.g., the data stored
+  in the Nova database). These models gives a strategy the ability to reason on
+  the current state of a given :ref:`cluster <cluster_definition>`.
+- The data stored in the :ref:`Cluster History Database
+  <cluster_history_db_definition>` which provides information about the past of
+  the :ref:`Cluster <cluster_definition>`.
+
+Here below is a sequence diagram showing how the Decision Engine builds and
+maintains the :ref:`cluster data models <cluster_data_model_definition>` that
+are used by the strategies.
+
+.. image:: ./images/sequence_architecture_cdmc_sync.png
+   :width: 100%
+
+The execution of a strategy then yields a solution composed of a set of
+:ref:`Actions <action_definition>` as well as a set of :ref:`efficacy
+indicators <efficacy_indicator_definition>`.
 
 These :ref:`Actions <action_definition>` are scheduled in time by the
 :ref:`Watcher Planner <watcher_planner_definition>` (i.e., it generates an
 :ref:`Action Plan <action_plan_definition>`).
 
-In order to compute the potential :ref:`Solution <solution_definition>` for the
-Audit, the :ref:`Strategy <strategy_definition>` relies on two sets of data:
-
--   the current state of the
-    :ref:`Managed resources <managed_resource_definition>`
-    (e.g., the data stored in the Nova database)
--   the data stored in the
-    :ref:`Cluster History Database <cluster_history_db_definition>`
-    which provides information about the past of the
-    :ref:`Cluster <cluster_definition>`
-
-
 .. _data_model:
 
 Data model
@@ -210,12 +224,10 @@ view (Goals, Audits, Action Plans, ...):
 .. image:: ./images/functional_data_model.svg
    :width: 100%
 
-Here below is a class diagram representing the main objects in Watcher from a
+Here below is a diagram representing the main objects in Watcher from a
 database perspective:
 
-.. image:: ./images/watcher_class_diagram.png
-   :width: 100%
-
+.. image:: ./images/watcher_db_schema_diagram.png
 
 
 .. _sequence_diagrams:
@@ -259,6 +271,13 @@ 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>`:
@@ -271,7 +290,7 @@ the Audit parameters from the
 :ref:`Watcher Database <watcher_database_definition>`. It instantiates the
 appropriate :ref:`strategy <strategy_definition>` (using entry points)
 given both the :ref:`goal <goal_definition>` and the strategy associated to the
-parent :ref:`audit template <audit_template_definition>` of the :ref:`Audit
+parent :ref:`audit template <audit_template_definition>` of the :ref:`audit
 <audit_definition>`. If no strategy is associated to the audit template, the
 strategy is dynamically selected by the Decision Engine.
 
@@ -297,9 +316,11 @@ This method finds an appropriate scheduling of
 :ref:`Actions <action_definition>` taking into account some scheduling rules
 (such as priorities between actions).
 It generates a new :ref:`Action Plan <action_plan_definition>` with status
-**RECOMMENDED** and saves it into the
-:ref:`Watcher Database <watcher_database_definition>`. The saved action plan is
-now a scheduled flow of actions.
+**RECOMMENDED** and saves it into the:ref:`Watcher Database
+<watcher_database_definition>`. The saved action plan is now a scheduled flow
+of actions to which a global efficacy is associated alongside a number of
+:ref:`Efficacy Indicators <efficacy_indicator_definition>` as specified by the
+related :ref:`goal <goal_definition>`.
 
 If every step executed successfully, the
 :ref:`Watcher Decision Engine <watcher_decision_engine_definition>` updates
@@ -308,6 +329,11 @@ the current status of the Audit to **SUCCEEDED** in the
 on the bus to inform other components that the :ref:`Audit <audit_definition>`
 was successful.
 
+This internal workflow the Decision Engine follows to conduct an audit can be
+seen in the sequence diagram here below:
+
+.. image:: ./images/sequence_from_audit_execution_to_actionplan_creation.png
+   :width: 100%
 
 .. _sequence_diagrams_launch_action_plan:
 
@@ -382,7 +408,7 @@ be one of the following:
    :ref:`Watcher Decision Engine <watcher_decision_engine_definition>`
 -  **SUCCEEDED** : the :ref:`Audit <audit_definition>` has been executed
    successfully and at least one solution was found
--  **FAILED** : an error occured while executing the
+-  **FAILED** : an error occurred while executing the
    :ref:`Audit <audit_definition>`
 -  **DELETED** : the :ref:`Audit <audit_definition>` is still stored in the
    :ref:`Watcher database <watcher_database_definition>` but is not returned
@@ -418,7 +444,7 @@ state may be one of the following:
 -  **SUCCEEDED** : the :ref:`Action Plan <action_plan_definition>` has been
    executed successfully (i.e. all :ref:`Actions <action_definition>` that it
    contains have been executed successfully)
--  **FAILED** : an error occured while executing the
+-  **FAILED** : an error occurred while executing the
    :ref:`Action Plan <action_plan_definition>`
 -  **DELETED** : the :ref:`Action Plan <action_plan_definition>` is still
    stored in the :ref:`Watcher database <watcher_database_definition>` but is

doc/source/conf.py

@@ -19,12 +19,13 @@ from watcher import version as watcher_version
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
 extensions = [
     'oslo_config.sphinxconfiggen',
+    'oslosphinx',
     'sphinx.ext.autodoc',
     'sphinx.ext.viewcode',
     'sphinxcontrib.httpdomain',
     'sphinxcontrib.pecanwsme.rest',
+    'stevedore.sphinxext',
     'wsmeext.sphinxext',
-    'oslosphinx',
     'watcher.doc',
 ]
 

doc/source/deploy/configuration.rst

@@ -403,6 +403,35 @@ own storage driver using whatever technology you want.
 For more information : https://wiki.openstack.org/wiki/Gnocchi
 
 
+Configure Nova Notifications
+============================
+
+Watcher can consume notifications generated by the Nova services, in order to
+build or update, in real time, its cluster data model related to computing
+resources.
+
+Nova publishes, by default, notifications on ``notifications`` AMQP queue
+(configurable) and ``versioned_notifications`` AMQP queue (not
+configurable). ``notifications`` queue is mainly used by ceilometer, so we can
+not use it. And some events, related to nova-compute service state, are only
+sent into the ``versioned_notifications`` queue.
+
+By default, Watcher listens to AMQP queues named ``watcher_notifications``
+and ``versioned_notifications``. So you have to update the Nova
+configuration file on controller and compute nodes, in order
+to Watcher receives Nova notifications in ``watcher_notifications`` as well.
+
+  * In the file ``/etc/nova/nova.conf``, update the section
+    ``[oslo_messaging_notifications]``, by redefining the list of topics
+    into which Nova services will publish events ::
+
+      [oslo_messaging_notifications]
+      driver = messaging
+      topics = notifications,watcher_notifications
+
+  * Restart the Nova services.
+
+
 Workers
 =======
 

doc/source/deploy/installation.rst

@@ -90,7 +90,7 @@ should be able to run the Watcher services by issuing these commands:
 By default, this will show logging on the console from which it was started.
 Once started, you can use the `Watcher Client`_ to play with Watcher service.
 
-.. _`Watcher Client`: https://git.openstack.org/openstack/python-watcherclient.git
+.. _`Watcher Client`: https://git.openstack.org/cgit/openstack/python-watcherclient
 
 Installing from packages: PyPI
 --------------------------------
@@ -108,3 +108,54 @@ installed on your system.
 Once installed, you still need to declare Watcher as a new service into
 Keystone and to configure its different modules, which you can find described
 in :doc:`configuration`.
+
+
+Installing from packages: Debian (experimental)
+-----------------------------------------------
+
+Experimental Debian packages are available on `Debian repositories`_. The best
+way to use them is to install them into a Docker_ container.
+
+Here is single Dockerfile snippet you can use to run your Docker container:
+
+.. code-block:: bash
+
+    FROM debian:experimental
+    MAINTAINER David TARDIVEL <david.tardivel@b-com.com>
+
+    RUN  apt-get update
+    RUN  apt-get dist-upgrade -y
+    RUN  apt-get install -y vim  net-tools
+    RUN  apt-get install -yt experimental watcher-api
+
+    CMD ["/usr/bin/watcher-api"]
+
+Build your container from this Dockerfile:
+
+.. code-block:: bash
+
+    $ docker build -t watcher/api .
+
+To run your container, execute this command:
+
+.. code-block:: bash
+
+    $ docker run -d -p 9322:9322 watcher/api
+
+Check in your logs Watcher API is started
+
+.. code-block:: bash
+
+    $ docker logs <container ID>
+
+You can run similar container with Watcher Decision Engine (package
+``watcher-decision-engine``) and with the Watcher Applier (package
+``watcher-applier``).
+
+.. _Docker: https://www.docker.com/
+.. _`Debian repositories`: https://packages.debian.org/experimental/allpackages
+
+
+
+
+

doc/source/deploy/policy.rst

@@ -0,0 +1,142 @@
+..
+      Copyright 2016 OpenStack Foundation
+      All Rights Reserved.
+
+      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.
+
+Policies
+========
+
+Watcher's public API calls may be restricted to certain sets of users using a
+policy configuration file. This document explains exactly how policies are
+configured and what they apply to.
+
+A policy is composed of a set of rules that are used in determining if a
+particular action may be performed by the authorized tenant.
+
+Constructing a Policy Configuration File
+----------------------------------------
+
+A policy configuration file is a simply JSON object that contain sets of
+rules. Each top-level key is the name of a rule. Each rule
+is a string that describes an action that may be performed in the Watcher API.
+
+The actions that may have a rule enforced on them are:
+
+* ``strategy:get_all``, ``strategy:detail`` - List available strategies
+
+  * ``GET /v1/strategies``
+  * ``GET /v1/strategies/detail``
+
+* ``strategy:get`` - Retrieve a specific strategy entity
+
+  * ``GET /v1/strategies/<STRATEGY_UUID>``
+  * ``GET /v1/strategies/<STRATEGY_NAME>``
+
+
+* ``goal:get_all``, ``goal:detail`` - List available goals
+
+  * ``GET /v1/goals``
+  * ``GET /v1/goals/detail``
+
+* ``goal:get`` - Retrieve a specific goal entity
+
+  * ``GET /v1/goals/<GOAL_UUID>``
+  * ``GET /v1/goals/<GOAL_NAME>``
+
+
+* ``audit_template:get_all``, ``audit_template:detail`` - List available
+  audit_templates
+
+  * ``GET /v1/audit_templates``
+  * ``GET /v1/audit_templates/detail``
+
+* ``audit_template:get`` - Retrieve a specific audit template entity
+
+  * ``GET /v1/audit_templates/<AUDIT_TEMPLATE_UUID>``
+  * ``GET /v1/audit_templates/<AUDIT_TEMPLATE_NAME>``
+
+* ``audit_template:create`` - Create an audit template entity
+
+  * ``POST /v1/audit_templates``
+
+* ``audit_template:delete`` - Delete an audit template entity
+
+  * ``DELETE /v1/audit_templates/<AUDIT_TEMPLATE_UUID>``
+  * ``DELETE /v1/audit_templates/<AUDIT_TEMPLATE_NAME>``
+
+* ``audit_template:update`` - Update an audit template entity
+
+  * ``PATCH /v1/audit_templates/<AUDIT_TEMPLATE_UUID>``
+  * ``PATCH /v1/audit_templates/<AUDIT_TEMPLATE_NAME>``
+
+
+* ``audit:get_all``, ``audit:detail`` - List available audits
+
+  * ``GET /v1/audits``
+  * ``GET /v1/audits/detail``
+
+* ``audit:get`` - Retrieve a specific audit entity
+
+  * ``GET /v1/audits/<AUDIT_UUID>``
+
+* ``audit:create`` - Create an audit entity
+
+  * ``POST /v1/audits``
+
+* ``audit:delete`` - Delete an audit entity
+
+  * ``DELETE /v1/audits/<AUDIT_UUID>``
+
+* ``audit:update`` - Update an audit entity
+
+  * ``PATCH /v1/audits/<AUDIT_UUID>``
+
+
+* ``action_plan:get_all``, ``action_plan:detail`` - List available action plans
+
+  * ``GET /v1/action_plans``
+  * ``GET /v1/action_plans/detail``
+
+* ``action_plan:get`` - Retrieve a specific action plan entity
+
+  * ``GET /v1/action_plans/<ACTION_PLAN_UUID>``
+
+* ``action_plan:delete`` - Delete an action plan entity
+
+  * ``DELETE /v1/action_plans/<ACTION_PLAN_UUID>``
+
+* ``action_plan:update`` - Update an action plan entity
+
+  * ``PATCH /v1/audits/<ACTION_PLAN_UUID>``
+
+
+* ``action:get_all``, ``action:detail`` - List available action
+
+  * ``GET /v1/actions``
+  * ``GET /v1/actions/detail``
+
+* ``action:get`` - Retrieve a specific action plan entity
+
+  * ``GET /v1/actions/<ACTION_UUID>``
+
+
+
+To limit an action to a particular role or roles, you list the roles like so ::
+
+  {
+    "audit:create": ["role:admin", "role:superuser"]
+  }
+
+The above would add a rule that only allowed users that had roles of either
+"admin" or "superuser" to launch an audit.

doc/source/deploy/user-guide.rst

@@ -11,7 +11,7 @@ Watcher User Guide
 ==================
 
 See the
-`architecture page <https://factory.b-com.com/www/watcher/doc/watcher/architecture.html>`_
+`architecture page <http://docs.openstack.org/developer/watcher/architecture.html>`_
 for an architectural overview of the different components of Watcher and how
 they fit together.
 
@@ -39,10 +39,10 @@ named ``watcher``, or by using the `OpenStack CLI`_ ``openstack``.
 If you want to deploy Watcher in Horizon, please refer to the `Watcher Horizon
 plugin installation guide`_.
 
-.. _`installation guide`: https://factory.b-com.com/www/watcher/doc/python-watcherclient
-.. _`Watcher Horizon plugin installation guide`: https://factory.b-com.com/www/watcher/doc/watcher-dashboard/deploy/installation.html
+.. _`installation guide`: http://docs.openstack.org/developer/python-watcherclient
+.. _`Watcher Horizon plugin installation guide`: http://docs.openstack.org/developer/watcher-dashboard/deploy/installation.html
 .. _`OpenStack CLI`: http://docs.openstack.org/developer/python-openstackclient/man/openstack.html
-.. _`Watcher CLI`: https://factory.b-com.com/www/watcher/doc/python-watcherclient/index.html
+.. _`Watcher CLI`: http://docs.openstack.org/developer/python-watcherclient/index.html
 
 Seeing what the Watcher CLI can do ?
 ------------------------------------
@@ -99,6 +99,16 @@ or::
 
   $ openstack optimize strategy list --goal-uuid <your_goal_uuid>
 
+You can use the following command to check strategy details including which
+parameters of which format it supports:
+
+.. code:: bash
+
+  $ watcher strategy show <your_strategy>
+
+or::
+
+  $ openstack optimize strategy show <your_strategy>
 
 The command to create your audit template would then be:
 
@@ -140,9 +150,29 @@ or::
 
   $ openstack optimize audit create -a <your_audit_template>
 
+If your_audit_template was created by --strategy <your_strategy>, and it
+defines some parameters (command `watcher strategy show` to check parameters
+format), your can append `-p` to input required parameters:
+
+.. code:: bash
+
+  $ watcher audit create -a <your_audit_template> \
+    -p <your_strategy_para1>=5.5 -p <your_strategy_para2>=hi
+
+or::
+
+  $ openstack optimize audit create -a <your_audit_template> \
+    -p <your_strategy_para1>=5.5 -p <your_strategy_para2>=hi
+
+Input parameter could cause audit creation failure, when:
+
+- no predefined strategy for audit template
+- no parameters spec in predefined strategy
+- input parameters don't comply with spec
+
 Watcher service will compute an :ref:`Action Plan <action_plan_definition>`
 composed of a list of potential optimization :ref:`actions <action_definition>`
-(instance migration, disabling of an hypervisor, ...) according to the
+(instance migration, disabling of a compute node, ...) according to the
 :ref:`goal <goal_definition>` to achieve. You can see all of the goals
 available in section ``[watcher_strategies]`` of the Watcher service
 configuration file.

doc/source/dev/contributing.rst

@@ -64,8 +64,8 @@ IRC Channel
     ``#openstack-watcher`` (changelog_)
 
 Weekly Meetings
-    on Wednesdays at 14:00 UTC in the ``#openstack-meeting-4`` IRC
-    channel (`meetings logs`_)
+    on Wednesdays at 14:00 UTC on even weeks, 9:00 UTC on odd weeks, in the
+    ``#openstack-meeting-4`` IRC channel (`meetings logs`_)
 
 .. _changelog: http://eavesdrop.openstack.org/irclogs/%23openstack-watcher/
 .. _meetings logs:  http://eavesdrop.openstack.org/meetings/watcher/

doc/source/dev/devstack.rst

@@ -160,7 +160,7 @@ Edit `/etc/libvirt/libvirtd.conf` to make sure the following values are set::
 
 Edit `/etc/default/libvirt-bin`::
 
-    libvirt_opts="-d -l"
+    libvirtd_opts="-d -l"
 
 Restart the libvirt service::
 

doc/source/dev/environment.rst

@@ -17,7 +17,7 @@ To install Watcher from packaging, refer instead to Watcher `User
 Documentation`_.
 
 .. _`Git Repository`: http://git.openstack.org/cgit/openstack/watcher
-.. _`User Documentation`: https://factory.b-com.com/www/watcher/doc/watcher/
+.. _`User Documentation`: http://docs.openstack.org/developer/watcher/
 
 Prerequisites
 =============

doc/source/dev/plugin/action-plugin.rst

@@ -4,6 +4,8 @@
 
           https://creativecommons.org/licenses/by/3.0/
 
+.. _implement_action_plugin:
+
 ==================
 Build a new action
 ==================
@@ -78,12 +80,9 @@ Here is an example showing how you can write a plugin called ``DummyAction``:
             pass
 
 
-This implementation is the most basic one. So if you want to have more advanced
-examples, have a look at the implementation of the actions already provided
-by Watcher like.
-To get a better understanding on how to implement a more advanced action,
-have a look at the :py:class:`~watcher.applier.actions.migration.Migrate`
-class.
+This implementation is the most basic one. So in order to get a better
+understanding on how to implement a more advanced action, have a look at the
+:py:class:`~watcher.applier.actions.migration.Migrate` class.
 
 Input validation
 ----------------
@@ -115,12 +114,15 @@ tune the action to its needs. To do so, you can implement the
         def execute(self):
             assert self.config.test_opt == 0
 
-        def get_config_opts(self):
-            return [
+        @classmethod
+        def get_config_opts(cls):
+            return super(
+                DummyAction, cls).get_config_opts() + [
                 cfg.StrOpt('test_opt', help="Demo Option.", default=0),
                 # Some more options ...
             ]
 
+
 The configuration options defined within this class method will be included
 within the global ``watcher.conf`` configuration file under a section named by
 convention: ``{namespace}.{plugin_name}``. In our case, the ``watcher.conf``
@@ -203,6 +205,9 @@ By doing so, your action will be saved within the Watcher Database, ready to be
 processed by the planner for creating an action plan which can then be executed
 by the Watcher Applier via its workflow engine.
 
+At the last, remember to add the action into the weights in ``watcher.conf``,
+otherwise you will get an error when the action be referenced in a strategy.
+
 
 Scheduling of an action plugin
 ==============================

doc/source/dev/plugin/base-setup.rst

@@ -71,8 +71,15 @@ structure that looks like this::
     │       └── test_thirdparty.py
     └── tox.ini
 
+**Note:** You should add `python-watcher`_ as a dependency in the
+requirements.txt file::
+
+    # Watcher-specific requirements
+    python-watcher
+
 .. _cookiecutter: https://github.com/audreyr/cookiecutter
 .. _OpenStack cookiecutter: https://github.com/openstack-dev/cookiecutter
+.. _python-watcher: https://pypi.python.org/pypi/python-watcher
 
 Implementing a plugin for Watcher
 =================================
@@ -81,10 +88,13 @@ Now that the project skeleton has been created, you can start the
 implementation of your plugin. As of now, you can implement the following
 plugins for Watcher:
 
+- A :ref:`goal plugin <implement_goal_plugin>`
 - A :ref:`strategy plugin <implement_strategy_plugin>`
+- An :ref:`action plugin <implement_action_plugin>`
 - A :ref:`planner plugin <implement_planner_plugin>`
-- An :ref:`action plugin <implement_strategy_plugin>`
-- A :ref:`workflow engine plugin <implement_workflow_engine_plugin>`
+- A workflow engine plugin
+- A :ref:`cluster data model collector plugin
+  <implement_cluster_data_model_collector_plugin>`
 
 If you want to learn more on how to implement them, you can refer to their
 dedicated documentation.

doc/source/dev/plugin/cdmc-plugin.rst

@@ -0,0 +1,229 @@
+..
+      Except where otherwise noted, this document is licensed under Creative
+      Commons Attribution 3.0 License.  You can view the license at:
+
+          https://creativecommons.org/licenses/by/3.0/
+
+.. _implement_cluster_data_model_collector_plugin:
+
+========================================
+Build a new cluster data model collector
+========================================
+
+Watcher Decision Engine has an external cluster data model (CDM) plugin
+interface which gives anyone the ability to integrate an external cluster data
+model collector (CDMC) in order to extend the initial set of cluster data model
+collectors Watcher provides.
+
+This section gives some guidelines on how to implement and integrate custom
+cluster data model collectors within Watcher.
+
+
+Creating a new plugin
+=====================
+
+In order to create a new model, you have to:
+
+- Extend the :py:class:`~.base.BaseClusterDataModelCollector` class.
+- Implement its :py:meth:`~.BaseClusterDataModelCollector.execute` abstract
+  method to return your entire cluster data model that this method should
+  build.
+- Implement its :py:meth:`~.Goal.notification_endpoints` abstract property to
+  return the list of all the :py:class:`~.base.NotificationEndpoint` instances
+  that will be responsible for handling incoming notifications in order to
+  incrementally update your cluster data model.
+
+First of all, you have to extend the :class:`~.BaseClusterDataModelCollector`
+base class which defines the :py:meth:`~.BaseClusterDataModelCollector.execute`
+abstract method you will have to implement. This method is responsible for
+building an entire cluster data model.
+
+Here is an example showing how you can write a plugin called
+``DummyClusterDataModelCollector``:
+
+.. code-block:: python
+
+    # Filepath = <PROJECT_DIR>/thirdparty/dummy.py
+    # Import path = thirdparty.dummy
+
+    from watcher.decision_engine.model import model_root
+    from watcher.decision_engine.model.collector import base
+
+
+    class DummyClusterDataModelCollector(base.BaseClusterDataModelCollector):
+
+        def execute(self):
+            model = model_root.ModelRoot()
+            # Do something here...
+            return model
+
+        @property
+        def notification_endpoints(self):
+            return []
+
+This implementation is the most basic one. So in order to get a better
+understanding on how to implement a more advanced cluster data model collector,
+have a look at the :py:class:`~.NovaClusterDataModelCollector` class.
+
+Define configuration parameters
+===============================
+
+At this point, you have a fully functional cluster data model collector.
+By default, cluster data model collectors define a ``period`` option (see
+:py:meth:`~.BaseClusterDataModelCollector.get_config_opts`) that corresponds
+to the interval of time between each synchronization of the in-memory model.
+
+However, in more complex implementation, you may want to define some
+configuration options so one can tune the cluster data model collector to your
+needs. To do so, you can implement the :py:meth:`~.Loadable.get_config_opts`
+class method as followed:
+
+.. code-block:: python
+
+    from oslo_config import cfg
+    from watcher.decision_engine.model import model_root
+    from watcher.decision_engine.model.collector import base
+
+
+    class DummyClusterDataModelCollector(base.BaseClusterDataModelCollector):
+
+        def execute(self):
+            model = model_root.ModelRoot()
+            # Do something here...
+            return model
+
+        @property
+        def notification_endpoints(self):
+            return []
+
+        @classmethod
+        def get_config_opts(cls):
+            return super(
+                DummyClusterDataModelCollector, cls).get_config_opts() + [
+                cfg.StrOpt('test_opt', help="Demo Option.", default=0),
+                # Some more options ...
+            ]
+
+The configuration options defined within this class method will be included
+within the global ``watcher.conf`` configuration file under a section named by
+convention: ``{namespace}.{plugin_name}`` (see section :ref:`Register a new
+entry point <register_new_cdmc_entrypoint>`). The namespace for CDMC plugins is
+``watcher_cluster_data_model_collectors``, so in our case, the ``watcher.conf``
+configuration would have to be modified as followed:
+
+.. code-block:: ini
+
+    [watcher_cluster_data_model_collectors.dummy]
+    # Option used for testing.
+    test_opt = test_value
+
+Then, the configuration options you define within this method will then be
+injected in each instantiated object via the  ``config`` parameter of the
+:py:meth:`~.BaseClusterDataModelCollector.__init__` method.
+
+
+Abstract Plugin Class
+=====================
+
+Here below is the abstract ``BaseClusterDataModelCollector`` class that every
+single cluster data model collector should implement:
+
+.. autoclass:: watcher.decision_engine.model.collector.base.BaseClusterDataModelCollector
+    :members:
+    :special-members: __init__
+    :noindex:
+
+
+.. _register_new_cdmc_entrypoint:
+
+Register a new entry point
+==========================
+
+In order for the Watcher Decision Engine to load your new cluster data model
+collector, the latter must be registered as a named entry point under the
+``watcher_cluster_data_model_collectors`` entry point namespace of your
+``setup.py`` file. If you are using pbr_, this entry point should be placed in
+your ``setup.cfg`` file.
+
+The name you give to your entry point has to be unique.
+
+Here below is how to register ``DummyClusterDataModelCollector`` using pbr_:
+
+.. code-block:: ini
+
+    [entry_points]
+    watcher_cluster_data_model_collectors =
+        dummy = thirdparty.dummy:DummyClusterDataModelCollector
+
+.. _pbr: http://docs.openstack.org/developer/pbr/
+
+
+Add new notification endpoints
+==============================
+
+At this point, you have a fully functional cluster data model collector.
+However, this CDMC is only refreshed periodically via a background scheduler.
+As you may sometimes execute a strategy with a stale CDM due to a high activity
+on your infrastructure, you can define some notification endpoints that will be
+responsible for incrementally updating the CDM based on notifications emitted
+by other services such as Nova. To do so, you can implement and register a new
+``DummyEndpoint`` notification endpoint regarding a ``dummy`` event as shown
+below:
+
+.. code-block:: python
+
+    from watcher.decision_engine.model import model_root
+    from watcher.decision_engine.model.collector import base
+
+
+    class DummyNotification(base.NotificationEndpoint):
+
+        @property
+        def filter_rule(self):
+            return filtering.NotificationFilter(
+                publisher_id=r'.*',
+                event_type=r'^dummy$',
+            )
+
+        def info(self, ctxt, publisher_id, event_type, payload, metadata):
+            # Do some CDM modifications here...
+            pass
+
+
+    class DummyClusterDataModelCollector(base.BaseClusterDataModelCollector):
+
+        def execute(self):
+            model = model_root.ModelRoot()
+            # Do something here...
+            return model
+
+        @property
+        def notification_endpoints(self):
+            return [DummyNotification(self)]
+
+
+Note that if the event you are trying to listen to is published by a new
+service, you may have to also add a new topic Watcher will have to subscribe to
+in the ``notification_topics`` option of the ``[watcher_decision_engine]``
+section.
+
+
+Using cluster data model collector plugins
+==========================================
+
+The Watcher Decision Engine service will automatically discover any installed
+plugins when it is restarted. If a Python package containing a custom plugin is
+installed within the same environment as Watcher, Watcher will automatically
+make that plugin available for use.
+
+At this point, you can use your new cluster data model plugin in your
+:ref:`strategy plugin <implement_strategy_plugin>` by using the
+:py:attr:`~.BaseStrategy.collector_manager` property as followed:
+
+.. code-block:: python
+
+    # [...]
+    dummy_collector = self.collector_manager.get_cluster_model_collector(
+        "dummy")  # "dummy" is the name of the entry point we declared earlier
+    dummy_model = collector.get_latest_cluster_data_model()
+    # Do some stuff with this model

doc/source/dev/plugin/goal-plugin.rst

@@ -0,0 +1,215 @@
+..
+      Except where otherwise noted, this document is licensed under Creative
+      Commons Attribution 3.0 License.  You can view the license at:
+
+          https://creativecommons.org/licenses/by/3.0/
+
+.. _implement_goal_plugin:
+
+================
+Build a new goal
+================
+
+Watcher Decision Engine has an external :ref:`goal <goal_definition>`
+plugin interface which gives anyone the ability to integrate an external
+goal which can be achieved by a :ref:`strategy <strategy_definition>`.
+
+This section gives some guidelines on how to implement and integrate custom
+goals with Watcher. If you wish to create a third-party package for your
+plugin, you can refer to our :ref:`documentation for third-party package
+creation <plugin-base_setup>`.
+
+
+Pre-requisites
+==============
+
+Before using any goal, please make sure that none of the existing goals fit
+your needs. Indeed, the underlying value of defining a goal is to be able to
+compare the efficacy of the action plans resulting from the various strategies
+satisfying the same goal. By doing so, Watcher can assist the administrator
+in his choices.
+
+
+Create a new plugin
+===================
+
+In order to create a new goal, you have to:
+
+- Extend the :py:class:`~.base.Goal` class.
+- Implement its :py:meth:`~.Goal.get_name` class method to return the
+  **unique** ID of the new goal you want to create. This unique ID should
+  be the same as the name of :ref:`the entry point you will declare later on
+  <goal_plugin_add_entrypoint>`.
+- Implement its :py:meth:`~.Goal.get_display_name` class method to
+  return the translated display name of the goal you want to create.
+  Note: Do not use a variable to return the translated string so it can be
+  automatically collected by the translation tool.
+- Implement its :py:meth:`~.Goal.get_translatable_display_name`
+  class method to return the translation key (actually the english display
+  name) of your new goal. The value return should be the same as the
+  string translated in :py:meth:`~.Goal.get_display_name`.
+- Implement its :py:meth:`~.Goal.get_efficacy_specification` method to return
+  the :ref:`efficacy specification <efficacy_specification_definition>` for
+  your goal.
+
+Here is an example showing how you can define a new ``NewGoal`` goal plugin:
+
+.. code-block:: python
+
+    # filepath: thirdparty/new.py
+    # import path: thirdparty.new
+
+    from watcher._i18n import _
+    from watcher.decision_engine.goal.efficacy import specs
+    from watcher.decision_engine.strategy.strategies import base
+
+    class NewGoal(base.Goal):
+
+        @classmethod
+        def get_name(cls):
+            return "new_goal"  # Will be the name of the entry point
+
+        @classmethod
+        def get_display_name(cls):
+            return _("New Goal")
+
+        @classmethod
+        def get_translatable_display_name(cls):
+            return "New Goal"
+
+        @classmethod
+        def get_efficacy_specification(cls):
+            return specs.UnclassifiedStrategySpecification()
+
+
+As you may have noticed, the :py:meth:`~.Goal.get_efficacy_specification`
+method returns an :py:meth:`~.UnclassifiedStrategySpecification` instance which
+is provided by Watcher. This efficacy specification is useful during the
+development process of your goal as it corresponds to an empty specification.
+If you want to learn more about what efficacy specifications are used for or to
+define your own efficacy specification, please refer to the :ref:`related
+section below <implement_efficacy_specification>`.
+
+
+Abstract Plugin Class
+=====================
+
+Here below is the abstract :py:class:`~.base.Goal` class:
+
+.. autoclass:: watcher.decision_engine.goal.base.Goal
+    :members:
+    :noindex:
+
+.. _goal_plugin_add_entrypoint:
+
+Add a new entry point
+=====================
+
+In order for the Watcher Decision Engine to load your new goal, the
+goal must be registered as a named entry point under the ``watcher_goals``
+entry point namespace of your ``setup.py`` file. If you are using pbr_, this
+entry point should be placed in your ``setup.cfg`` file.
+
+The name you give to your entry point has to be unique and should be the same
+as the value returned by the :py:meth:`~.base.Goal.get_name` class method of
+your goal.
+
+Here below is how you would proceed to register ``NewGoal`` using pbr_:
+
+.. code-block:: ini
+
+    [entry_points]
+    watcher_goals =
+        new_goal = thirdparty.new:NewGoal
+
+
+To get a better understanding on how to implement a more advanced goal,
+have a look at the :py:class:`~.ServerConsolidation` class.
+
+.. _pbr: http://docs.openstack.org/developer/pbr/
+
+.. _implement_efficacy_specification:
+
+Implement a customized efficacy specification
+=============================================
+
+What is it for?
+---------------
+
+Efficacy specifications define a set of specifications for a given goal.
+These specifications actually define a list of indicators which are to be used
+to compute a global efficacy that outlines how well a strategy performed when
+trying to achieve the goal it is associated to.
+
+The idea behind such specification is to give the administrator the possibility
+to run an audit using different strategies satisfying the same goal and be able
+to judge how they performed at a glance.
+
+
+Implementation
+--------------
+
+In order to create a new efficacy specification, you have to:
+
+- Extend the :py:class:`~.EfficacySpecification` class.
+- Implement :py:meth:`~.EfficacySpecification.get_indicators_specifications`
+  by returning a list of :py:class:`~.IndicatorSpecification` instances.
+
+  * Each :py:class:`~.IndicatorSpecification` instance should actually extend
+    the latter.
+  * Each indicator specification should have a **unique name** which should be
+    a valid Python variable name.
+  * They should implement the :py:attr:`~.EfficacySpecification.schema`
+    abstract property by returning a :py:class:`~.voluptuous.Schema` instance.
+    This schema is the contract the strategy will have to comply with when
+    setting the value associated to the indicator specification within its
+    solution (see the :ref:`architecture of Watcher
+    <sequence_diagrams_create_and_launch_audit>` for more information on
+    the audit execution workflow).
+
+- Implement the :py:meth:`~.EfficacySpecification.get_global_efficacy` method:
+  it should compute the global efficacy for the goal it achieves based on the
+  efficacy indicators you just defined.
+
+Here below is an example of an efficacy specification containing one indicator
+specification:
+
+.. code-block:: python
+
+    from watcher._i18n import _
+    from watcher.decision_engine.goal.efficacy import base as efficacy_base
+    from watcher.decision_engine.goal.efficacy import indicators
+    from watcher.decision_engine.solution import efficacy
+
+
+    class IndicatorExample(IndicatorSpecification):
+        def __init__(self):
+            super(IndicatorExample, self).__init__(
+                name="indicator_example",
+                description=_("Example of indicator specification."),
+                unit=None,
+            )
+
+        @property
+        def schema(self):
+            return voluptuous.Schema(voluptuous.Range(min=0), required=True)
+
+
+    class UnclassifiedStrategySpecification(efficacy_base.EfficacySpecification):
+
+        def get_indicators_specifications(self):
+            return [IndicatorExample()]
+
+        def get_global_efficacy(self, indicators_map):
+            return efficacy.Indicator(
+              name="global_efficacy_indicator",
+              description="Example of global efficacy indicator",
+              unit="%",
+              value=indicators_map.indicator_example % 100)
+
+
+To get a better understanding on how to implement an efficacy specification,
+have a look at :py:class:`~.ServerConsolidationSpecification`.
+
+Also, if you want to see a concrete example of an indicator specification,
+have a look at :py:class:`~.ReleasedComputeNodesCount`.

doc/source/dev/plugin/planner-plugin.rst

@@ -11,9 +11,10 @@ Build a new planner
 ===================
 
 Watcher :ref:`Decision Engine <watcher_decision_engine_definition>` has an
-external :ref:`planner <planner_definition>` plugin interface which gives
-anyone the ability to integrate an external :ref:`planner <planner_definition>`
-in order to extend the initial set of planners Watcher provides.
+external :ref:`planner <watcher_planner_definition>` plugin interface which
+gives anyone the ability to integrate an external :ref:`planner
+<watcher_planner_definition>` in order to extend the initial set of planners
+Watcher provides.
 
 This section gives some guidelines on how to implement and integrate custom
 planners with Watcher.
@@ -90,8 +91,10 @@ tune the planner to its needs. To do so, you can implement the
             assert self.config.test_opt == 0
             # [...]
 
-        def get_config_opts(self):
-            return [
+        @classmethod
+        def get_config_opts(cls):
+            return super(
+                DummyPlanner, cls).get_config_opts() + [
                 cfg.StrOpt('test_opt', help="Demo Option.", default=0),
                 # Some more options ...
             ]

doc/source/dev/plugin/scoring-engine-plugin.rst

@@ -0,0 +1,210 @@
+..
+      Except where otherwise noted, this document is licensed under Creative
+      Commons Attribution 3.0 License.  You can view the license at:
+
+          https://creativecommons.org/licenses/by/3.0/
+
+.. _implement_scoring_engine_plugin:
+
+==========================
+Build a new scoring engine
+==========================
+
+Watcher Decision Engine has an external :ref:`scoring engine
+<scoring_engine_definition>` plugin interface which gives anyone the ability
+to integrate an external scoring engine in order to make use of it in a
+:ref:`strategy <strategy_definition>`.
+
+This section gives some guidelines on how to implement and integrate custom
+scoring engines with Watcher. If you wish to create a third-party package for
+your plugin, you can refer to our :ref:`documentation for third-party package
+creation <plugin-base_setup>`.
+
+
+Pre-requisites
+==============
+
+Because scoring engines execute a purely mathematical tasks, they typically do
+not have any additional dependencies. Additional requirements might be defined
+by specific scoring engine implementations. For example, some scoring engines
+might require to prepare learning data, which has to be loaded during the
+scoring engine startup. Some other might require some external services to be
+available (e.g. if the scoring infrastructure is running in the cloud).
+
+
+Create a new scoring engine plugin
+==================================
+
+In order to create a new scoring engine you have to:
+
+- Extend the :py:class:`~.ScoringEngine` class
+- Implement its :py:meth:`~.ScoringEngine.get_name` method to return the
+  **unique** ID of the new scoring engine you want to create. This unique ID
+  should be the same as the name of :ref:`the entry point we will declare later
+  on <scoring_engine_plugin_add_entrypoint>`.
+- Implement its :py:meth:`~.ScoringEngine.get_description` method to return the
+  user-friendly description of the implemented scoring engine. It might contain
+  information about algorithm used, learning data etc.
+- Implement its :py:meth:`~.ScoringEngine.get_metainfo` method to return the
+  machine-friendly metadata about this scoring engine. For example, it could be
+  a JSON formatted text with information about the data model used, its input
+  and output data format, column names, etc.
+- Implement its :py:meth:`~.ScoringEngine.calculate_score` method to return the
+  result calculated by this scoring engine.
+
+Here is an example showing how you can write a plugin called ``NewScorer``:
+
+.. code-block:: python
+
+    # filepath: thirdparty/new.py
+    # import path: thirdparty.new
+    from watcher.decision_engine.scoring import base
+
+
+    class NewScorer(base.ScoringEngine):
+
+        def get_name(self):
+            return 'new_scorer'
+
+        def get_description(self):
+            return ''
+
+        def get_metainfo(self):
+            return """{
+                "feature_columns": [
+                    "column1",
+                    "column2",
+                    "column3"],
+                "result_columns": [
+                    "value",
+                    "probability"]
+                }"""
+
+        def calculate_score(self, features):
+            return '[12, 0.83]'
+
+As you can see in the above example, the
+:py:meth:`~.ScoringEngine.calculate_score` method returns a string. Both this
+class and the client (caller) should perform all the necessary serialization
+or deserialization.
+
+
+(Optional) Create a new scoring engine container plugin
+=======================================================
+
+Optionally, it's possible to implement a container plugin, which can return a
+list of scoring engines. This list can be re-evaluated multiple times during
+the lifecycle of :ref:`Watcher Decision Engine
+<watcher_decision_engine_definition>` and synchronized with :ref:`Watcher
+Database <watcher_database_definition>` using the ``watcher-sync`` command line
+tool.
+
+Below is an example of a container using some scoring engine implementation
+that is simply made of a client responsible for communicating with a real
+scoring engine deployed as a web service on external servers:
+
+.. code-block:: python
+
+    class NewScoringContainer(base.ScoringEngineContainer):
+
+        @classmethod
+        def get_scoring_engine_list(self):
+            return [
+                RemoteScoringEngine(
+                    name='scoring_engine1',
+                    description='Some remote Scoring Engine 1',
+                    remote_url='http://engine1.example.com/score'),
+                RemoteScoringEngine(
+                    name='scoring_engine2',
+                    description='Some remote Scoring Engine 2',
+                    remote_url='http://engine2.example.com/score'),
+            ]
+
+
+Abstract Plugin Class
+=====================
+
+Here below is the abstract :py:class:`~.ScoringEngine` class:
+
+.. autoclass:: watcher.decision_engine.scoring.base.ScoringEngine
+    :members:
+    :special-members: __init__
+    :noindex:
+
+
+Abstract Plugin Container Class
+===============================
+
+Here below is the abstract :py:class:`~.ScoringContainer` class:
+
+.. autoclass:: watcher.decision_engine.scoring.base.ScoringEngineContainer
+    :members:
+    :special-members: __init__
+    :noindex:
+
+
+.. _scoring_engine_plugin_add_entrypoint:
+
+Add a new entry point
+=====================
+
+In order for the Watcher Decision Engine to load your new scoring engine, it
+must be registered as a named entry point under the ``watcher_scoring_engines``
+entry point of your ``setup.py`` file. If you are using pbr_, this entry point
+should be placed in your ``setup.cfg`` file.
+
+The name you give to your entry point has to be unique and should be the same
+as the value returned by the :py:meth:`~.ScoringEngine.get_name` method of your
+strategy.
+
+Here below is how you would proceed to register ``NewScorer`` using pbr_:
+
+.. code-block:: ini
+
+    [entry_points]
+    watcher_scoring_engines =
+        new_scorer = thirdparty.new:NewScorer
+
+
+To get a better understanding on how to implement a more advanced scoring
+engine, have a look at the :py:class:`~.DummyScorer` class. This implementation
+is not really using machine learning, but other than that it contains all the
+pieces which the "real" implementation would have.
+
+In addition, for some use cases there is a need to register a list (possibly
+dynamic, depending on the implementation and configuration) of scoring engines
+in a single plugin, so there is no need to restart :ref:`Watcher Decision
+Engine <watcher_decision_engine_definition>` every time such list changes. For
+these cases, an additional ``watcher_scoring_engine_containers`` entry point
+can be used.
+
+For the example how to use scoring engine containers, please have a look at
+the :py:class:`~.DummyScoringContainer` and the way it is configured in
+``setup.cfg``. For new containers it could be done like this:
+
+.. code-block:: ini
+
+    [entry_points]
+    watcher_scoring_engine_containers =
+        new_scoring_container = thirdparty.new:NewContainer
+
+.. _pbr: http://docs.openstack.org/developer/pbr/
+
+
+Using scoring engine plugins
+============================
+
+The Watcher Decision Engine service will automatically discover any installed
+plugins when it is restarted. If a Python package containing a custom plugin is
+installed within the same environment as Watcher, Watcher will automatically
+make that plugin available for use.
+
+At this point, Watcher will scan and register inside the :ref:`Watcher Database
+<watcher_database_definition>` all the scoring engines you implemented upon
+restarting the :ref:`Watcher Decision Engine
+<watcher_decision_engine_definition>`.
+
+In addition, ``watcher-sync`` tool can be used to trigger :ref:`Watcher
+Database <watcher_database_definition>` synchronization. This might be used for
+"dynamic" scoring containers, which can return different scoring engines based
+on some external configuration (if they support that).

doc/source/dev/plugin/strategy-plugin.rst

@@ -28,8 +28,8 @@ configured so that it would provide you all the metrics you need to be able to
 use your strategy.
 
 
-Create a new plugin
-===================
+Create a new strategy plugin
+============================
 
 In order to create a new strategy, you have to:
 
@@ -53,6 +53,8 @@ Here is an example showing how you can write a plugin called ``NewStrategy``:
 
 .. code-block:: python
 
+    # filepath: thirdparty/new.py
+    # import path: thirdparty.new
     import abc
 
     import six
@@ -88,9 +90,12 @@ Here is an example showing how you can write a plugin called ``NewStrategy``:
 As you can see in the above example, the :py:meth:`~.BaseStrategy.execute`
 method returns a :py:class:`~.BaseSolution` instance as required. This solution
 is what wraps the abstract set of actions the strategy recommends to you. This
-solution is then processed by a :ref:`planner <planner_definition>` to produce
-an action plan which contains the sequenced flow of actions to be
-executed by the :ref:`Watcher Applier <watcher_applier_definition>`.
+solution is then processed by a :ref:`planner <watcher_planner_definition>` to
+produce an action plan which contains the sequenced flow of actions to be
+executed by the :ref:`Watcher Applier <watcher_applier_definition>`. This
+solution also contains the various :ref:`efficacy indicators
+<efficacy_indicator_definition>` alongside its computed :ref:`global efficacy
+<efficacy_definition>`.
 
 Please note that your strategy class will expect to find the same constructor
 signature as BaseStrategy to instantiate you strategy. Therefore, you should
@@ -98,7 +103,7 @@ ensure that your ``__init__`` signature is identical to the
 :py:class:`~.BaseStrategy` one.
 
 
-Create a new goal
+Strategy efficacy
 =================
 
 As stated before, the ``NewStrategy`` class extends a class called
@@ -106,126 +111,76 @@ As stated before, the ``NewStrategy`` class extends a class called
 abstract methods which are defined within the :py:class:`~.BaseStrategy` parent
 class.
 
-Once you are confident in your strategy plugin, the next step is now to
-classify your goal by assigning it a proper goal. To do so, you can either
-reuse existing goals defined in Watcher. As of now, four goal-oriented abstract
-classes are defined in Watcher:
+One thing this :py:class:`~.UnclassifiedStrategy` class defines is that our
+``NewStrategy`` achieves the ``unclassified`` goal. This goal is a peculiar one
+as it does not contain any indicator nor does it calculate a global efficacy.
+This proves itself to be quite useful during the development of a new strategy
+for which the goal has yet to be defined or in case a :ref:`new goal
+<implement_goal_plugin>` has yet to be implemented.
 
-- :py:class:`~.UnclassifiedStrategy` which is the one I mentioned up until now.
-- :py:class:`~.DummyBaseStrategy` which is used by :py:class:`~.DummyStrategy`
-  for testing purposes.
-- :py:class:`~.ServerConsolidationBaseStrategy`
-- :py:class:`~.ThermalOptimizationBaseStrategy`
 
-If none of the above actually correspond to the goal your new strategy
-achieves, you can define a brand new one. To do so, you need to:
+Define Strategy Parameters
+==========================
 
-- Extend the :py:class:`~.BaseStrategy` class to make your new goal-oriented
-  strategy abstract class :
-- Implement its :py:meth:`~.BaseStrategy.get_goal_name` class method to
-  return the **unique** ID of the goal you want to achieve.
-- Implement its :py:meth:`~.BaseStrategy.get_goal_display_name` class method
-  to return the translated display name of the goal you want to achieve.
-  Note: Do not use a variable to return the translated string so it can be
-  automatically collected by the translation tool.
-- Implement its :py:meth:`~.BaseStrategy.get_translatable_goal_display_name`
-  class method to return the goal translation key (actually the english
-  display name). The value return should be the same as the string translated
-  in :py:meth:`~.BaseStrategy.get_goal_display_name`.
+For each new added strategy, you can add parameters spec so that an operator
+can input strategy parameters when creating an audit to control the
+:py:meth:`~.BaseStrategy.execute` behavior of strategy. This is useful to
+define some threshold for your strategy, and tune them at runtime.
 
-Here is an example showing how you can define a new ``NEW_GOAL`` goal and
-modify your ``NewStrategy`` plugin so it now achieves the latter:
+To define parameters, just implements :py:meth:`~.BaseStrategy.get_schema` to
+return parameters spec with `jsonschema
+<http://json-schema.org/>`_ format.
+It is strongly encouraged that provide default value for each parameter, or
+else reference fails if operator specify no parameters.
+
+Here is an example showing how you can define 2 parameters for
+``DummyStrategy``:
 
 .. code-block:: python
 
-    import abc
-
-    import six
-
-    from watcher._i18n import _
-    from watcher.decision_engine.strategy.strategies import base
-
-    @six.add_metaclass(abc.ABCMeta)
-    class NewGoalBaseStrategy(base.BaseStrategy):
+    class DummyStrategy(base.DummyBaseStrategy):
 
         @classmethod
-        def get_goal_name(cls):
-            return "NEW_GOAL"
-
-        @classmethod
-        def get_goal_display_name(cls):
-            return _("New goal")
-
-        @classmethod
-        def get_translatable_goal_display_name(cls):
-            return "New goal"
+        def get_schema(cls):
+            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",
+                    },
+                },
+            }
 
 
-    class NewStrategy(NewGoalBaseStrategy):
-
-        def __init__(self, config, osc=None):
-            super(NewStrategy, self).__init__(config, osc)
-
-        def execute(self, original_model):
-            self.solution.add_action(action_type="nop",
-                                     input_parameters=parameters)
-            # Do some more stuff here ...
-            return self.solution
-
-        @classmethod
-        def get_name(cls):
-            return "new_strategy"
-
-        @classmethod
-        def get_display_name(cls):
-            return _("New strategy")
-
-        @classmethod
-        def get_translatable_display_name(cls):
-            return "New strategy"
-
-
-Define configuration parameters
-===============================
-
-At this point, you have a fully functional strategy. However, in more complex
-implementation, you may want to define some configuration options so one can
-tune the strategy to its needs. To do so, you can implement the
-:py:meth:`~.Loadable.get_config_opts` class method as followed:
+You can reference parameters in :py:meth:`~.BaseStrategy.execute`:
 
 .. code-block:: python
 
-    from oslo_config import cfg
+    class DummyStrategy(base.DummyBaseStrategy):
 
-    class NewStrategy(NewGoalBaseStrategy):
+        def execute(self):
+            para1 = self.input_parameters.para1
+            para2 = self.input_parameters.para2
 
-        # [...]
-
-        def execute(self, original_model):
-            assert self.config.test_opt == 0
-            # [...]
-
-        def get_config_opts(self):
-            return [
-                cfg.StrOpt('test_opt', help="Demo Option.", default=0),
-                # Some more options ...
-            ]
+            if para1 > 5:
+                ...
 
 
-The configuration options defined within this class method will be included
-within the global ``watcher.conf`` configuration file under a section named by
-convention: ``{namespace}.{plugin_name}``. In our case, the ``watcher.conf``
-configuration would have to be modified as followed:
+Operator can specify parameters with following commands:
 
-.. code-block:: ini
+.. code:: bash
 
-    [watcher_strategies.new_strategy]
-    # Option used for testing.
-    test_opt = test_value
+  $ watcher audit create -a <your_audit_template> -p para1=6.0 -p para2=hi
 
-Then, the configuration options you define within this method will then be
-injected in each instantiated object via the  ``config`` parameter of the
-:py:meth:`~.BaseStrategy.__init__` method.
+Pls. check user-guide for details.
 
 
 Abstract Plugin Class
@@ -249,16 +204,16 @@ strategy must be registered as a named entry point under the
 pbr_, this entry point should be placed in your ``setup.cfg`` file.
 
 The name you give to your entry point has to be unique and should be the same
-as the value returned by the :py:meth:`~.BaseStrategy.get_id` class method of
+as the value returned by the :py:meth:`~.BaseStrategy.get_name` class method of
 your strategy.
 
-Here below is how you would proceed to register ``DummyStrategy`` using pbr_:
+Here below is how you would proceed to register ``NewStrategy`` using pbr_:
 
 .. code-block:: ini
 
     [entry_points]
     watcher_strategies =
-        dummy_strategy = thirdparty.dummy:DummyStrategy
+        new_strategy = thirdparty.new:NewStrategy
 
 
 To get a better understanding on how to implement a more advanced strategy,
@@ -302,7 +257,7 @@ pluggable backend.
 Finally, if your strategy requires new metrics not covered by Ceilometer, you
 can add them through a Ceilometer `plugin`_.
 
-.. _`Helper`: https://github.com/openstack/watcher/blob/master/watcher/metrics_engine/cluster_history/ceilometer.py#L31
+.. _`Helper`: https://github.com/openstack/watcher/blob/master/watcher/decision_engine/cluster/history/ceilometer.py
 .. _`Ceilometer developer guide`: http://docs.openstack.org/developer/ceilometer/architecture.html#storing-the-data
 .. _`here`: http://docs.openstack.org/developer/ceilometer/install/dbreco.html#choosing-a-database-backend
 .. _`plugin`: http://docs.openstack.org/developer/ceilometer/plugins.html
@@ -341,16 +296,15 @@ Read usage metrics using the Watcher Cluster History Helper
 
 Here below is the abstract ``BaseClusterHistory`` class of the Helper.
 
-.. autoclass:: watcher.metrics_engine.cluster_history.base.BaseClusterHistory
+.. autoclass:: watcher.decision_engine.cluster.history.base.BaseClusterHistory
     :members:
     :noindex:
 
-
 The following code snippet shows how to create a Cluster History class:
 
 .. code-block:: py
 
-    from watcher.metrics_engine.cluster_history import ceilometer as ceil
+    from watcher.decision_engine.cluster.history import ceilometer as ceil
 
     query_history  = ceil.CeilometerClusterHistory()
 
@@ -358,7 +312,7 @@ Using that you can now query the values for that specific metric:
 
 .. code-block:: py
 
-    query_history.statistic_aggregation(resource_id=hypervisor.uuid,
+    query_history.statistic_aggregation(resource_id=compute_node.uuid,
                                   meter_name='compute.node.cpu.percent',
                                   period="7200",
                                   aggregate='avg'

doc/source/dev/plugins.rst

@@ -13,30 +13,64 @@ In this section we present all the plugins that are shipped along with Watcher.
 If you want to know which plugins your Watcher services have access to, you can
 use the :ref:`Guru Meditation Reports <watcher_gmr>` to display them.
 
+.. _watcher_goals:
+
+Goals
+=====
+
+.. list-plugins:: watcher_goals
+   :detailed:
+
+.. _watcher_scoring_engines:
+
+Scoring Engines
+===============
+
+.. list-plugins:: watcher_scoring_engines
+   :detailed:
+
+.. _watcher_scoring_engine_containers:
+
+Scoring Engine Containers
+=========================
+
+.. list-plugins:: watcher_scoring_engine_containers
+   :detailed:
+
 .. _watcher_strategies:
 
 Strategies
 ==========
 
-.. drivers-doc:: watcher_strategies
+.. list-plugins:: watcher_strategies
+   :detailed:
 
 .. _watcher_actions:
 
 Actions
 =======
 
-.. drivers-doc:: watcher_actions
+.. list-plugins:: watcher_actions
+   :detailed:
 
 .. _watcher_workflow_engines:
 
 Workflow Engines
 ================
 
-.. drivers-doc:: watcher_workflow_engines
+.. list-plugins:: watcher_workflow_engines
+   :detailed:
 
 .. _watcher_planners:
 
 Planners
 ========
 
-.. drivers-doc:: watcher_planners
+.. list-plugins:: watcher_planners
+   :detailed:
+
+Cluster Data Model Collectors
+=============================
+
+.. list-plugins:: watcher_cluster_data_model_collectors
+   :detailed:

doc/source/dev/rally_link.rst

@@ -0,0 +1 @@
+.. include:: ../../../rally-jobs/README.rst

doc/source/glossary.rst

@@ -99,14 +99,14 @@ The :ref:`Cluster <cluster_definition>` may be divided in one or several
 Cluster Data Model
 ==================
 
-.. watcher-term:: watcher.metrics_engine.cluster_model_collector.base
+.. watcher-term:: watcher.decision_engine.model.collector.base
 
 .. _cluster_history_definition:
 
 Cluster History
 ===============
 
-.. watcher-term:: watcher.metrics_engine.cluster_history.base
+.. watcher-term:: watcher.decision_engine.cluster.history.base
 
 .. _controller_node_definition:
 
@@ -131,7 +131,8 @@ can potentially be hosted on a dedicated machine.
 Compute node
 ============
 
-Please, read `the official OpenStack definition of a Compute Node <http://docs.openstack.org/openstack-ops/content/compute_nodes.html>`_.
+Please, read `the official OpenStack definition of a Compute Node
+<http://docs.openstack.org/openstack-ops/content/compute_nodes.html>`_.
 
 .. _customer_definition:
 
@@ -211,7 +212,23 @@ Here are some examples of
 -  `Sahara Hadoop Cluster <http://docs.openstack.org/developer/heat/template_guide/openstack.html#OS::Sahara::Cluster>`_
 -  ...
 
-It can be any of the `the official list of available resource types defined in OpenStack for HEAT <http://docs.openstack.org/developer/heat/template_guide/openstack.html>`_.
+It can be any of the `the official list of available resource types defined in
+OpenStack for HEAT
+<http://docs.openstack.org/developer/heat/template_guide/openstack.html>`_.
+
+.. _efficacy_indicator_definition:
+
+Efficacy Indicator
+==================
+
+.. watcher-term:: watcher.api.controllers.v1.efficacy_indicator
+
+.. _efficacy_specification_definition:
+
+Efficacy Specification
+======================
+
+.. watcher-term:: watcher.decision_engine.goal.efficacy.base
 
 .. _efficacy_definition:
 
@@ -234,14 +251,15 @@ to be launched).
 
 For example, if the :ref:`Goal <goal_definition>` is to lower the energy
 consumption, the :ref:`Efficacy <efficacy_definition>` will be computed
-using several indicators (KPIs):
+using several :ref:`efficacy indicators <efficacy_indicator_definition>`
+(KPIs):
 
 -  the percentage of energy gain (which must be the highest possible)
 -  the number of :ref:`SLA violations <sla_violation_definition>`
    (which must be the lowest possible)
 -  the number of virtual machine migrations (which must be the lowest possible)
 
-All those indicators (KPIs) are computed within a given timeframe, which is the
+All those indicators are computed within a given timeframe, which is the
 time taken to execute the whole :ref:`Action Plan <action_plan_definition>`.
 
 The efficacy also enables the :ref:`Administrator <administrator_definition>`
@@ -259,8 +277,15 @@ OpenStack should be owned by a specific :ref:`project <project_definition>`.
 In OpenStack Identity, a :ref:`project <project_definition>` must be owned by a
 specific domain.
 
-Please, read `the official OpenStack definition of a Project <http://docs.openstack.org/glossary/content/glossary.html>`_.
+Please, read `the official OpenStack definition of a Project
+<http://docs.openstack.org/glossary/content/glossary.html>`_.
 
+.. _scoring_engine_definition:
+
+Scoring Engine
+==============
+
+.. watcher-term::  watcher.api.controllers.v1.scoring_engine
 
 .. _sla_definition:
 
@@ -364,4 +389,3 @@ Watcher Planner
 ===============
 
 .. watcher-term:: watcher.decision_engine.planner.base
-

doc/source/image_src/plantuml/sequence_architecture_cdmc_sync.txt

@@ -0,0 +1,41 @@
+@startuml
+skinparam maxMessageSize 100
+
+actor "Administrator"
+
+== Initialization ==
+
+"Administrator" -> "Decision Engine" : Start all services
+"Decision Engine" -> "Background Task Scheduler" : Start
+
+activate "Background Task Scheduler"
+"Background Task Scheduler" -> "Cluster Model Collector Loader"\
+: List available cluster data models
+"Cluster Model Collector Loader" --> "Background Task Scheduler"\
+: list of BaseClusterModelCollector instances
+
+loop for every available cluster data model collector
+    "Background Task Scheduler" -> "Background Task Scheduler"\
+    : add periodic synchronization job
+    create "Jobs Pool"
+    "Background Task Scheduler" -> "Jobs Pool" : Create sync job
+end
+deactivate "Background Task Scheduler"
+
+hnote over "Background Task Scheduler" : Idle
+
+== Job workflow ==
+
+"Background Task Scheduler" -> "Jobs Pool" : Trigger synchronization job
+"Jobs Pool" -> "Nova Cluster Data Model Collector" : synchronize
+
+activate "Nova Cluster Data Model Collector"
+    "Nova Cluster Data Model Collector" -> "Nova API"\
+    : Fetch needed data to build the cluster data model
+    "Nova API" --> "Nova Cluster Data Model Collector" : Needed data
+    "Nova Cluster Data Model Collector" -> "Nova Cluster Data Model Collector"\
+    : Build an in-memory cluster data model
+    ]o<-- "Nova Cluster Data Model Collector" : Done
+deactivate "Nova Cluster Data Model Collector"
+
+@enduml

doc/source/image_src/plantuml/sequence_from_audit_execution_to_actionplan_creation.txt

@@ -0,0 +1,44 @@
+@startuml
+
+skinparam maxMessageSize 200
+
+"Decision Engine" -> "Decision Engine" : Execute audit
+activate "Decision Engine"
+"Decision Engine" -> "Decision Engine" : Set the audit state to ONGOING
+
+"Decision Engine" -> "Strategy selector" : Select strategy
+activate "Strategy selector"
+alt A specific strategy is provided
+"Strategy selector" -> "Strategy selector" : Load strategy and inject the \
+cluster data model
+else Only a goal is specified
+"Strategy selector" -> "Strategy selector" : select strategy
+"Strategy selector" -> "Strategy selector" : Load strategy and inject the \
+cluster data model
+end
+"Strategy selector" -> "Decision Engine" : Return loaded Strategy
+deactivate "Strategy selector"
+
+"Decision Engine" -> "Strategy" : Execute the strategy
+activate "Strategy"
+"Strategy" -> "Strategy" : **pre_execute()**Checks if the strategy \
+pre-requisites are all set.
+"Strategy" -> "Strategy" : **do_execute()**Contains the logic of the strategy
+"Strategy" -> "Strategy" : **post_execute()** Set the efficacy indicators
+"Strategy" -> "Strategy" : Compute the global efficacy of the solution \
+based on the provided efficacy indicators
+"Strategy" -> "Decision Engine" : Return the solution
+deactivate "Strategy"
+
+"Decision Engine" -> "Planner" : Plan the solution that was computed by the \
+strategy
+activate "Planner"
+"Planner" -> "Planner" : Store the planned solution as an action plan with its \
+related actions and efficacy indicators
+"Planner" --> "Decision Engine" : Done
+deactivate "Planner"
+"Decision Engine" -> "Decision Engine" : Update the audit state to SUCCEEDED
+
+deactivate "Decision Engine"
+
+@enduml

doc/source/image_src/plantuml/sequence_trigger_audit_in_decision_engine.txt

@@ -1,31 +1,50 @@
 @startuml
 
-"AMQP Bus" -> "Watcher Decision Engine"  : trigger_audit(new_audit.uuid)
-"Watcher Decision Engine" -> "Watcher Database" : update audit.state = ONGOING
-"AMQP Bus" <[#blue]- "Watcher Decision Engine" : notify new audit state = ONGOING
-"Watcher Decision Engine" -> "Watcher Database" : get audit parameters(goal, ...)
-"Watcher Decision Engine" <-- "Watcher Database" : audit parameters(goal, ...)
+skinparam maxMessageSize 100
+
+"AMQP Bus" -> "Decision Engine"  : trigger audit
+
+activate "Decision Engine"
+
+"Decision Engine" -> "Database" : update audit.state = ONGOING
+"AMQP Bus" <[#blue]- "Decision Engine" : notify new audit state = ONGOING
+"Decision Engine" -> "Database" : get audit parameters (goal, strategy, ...)
+"Decision Engine" <-- "Database" : audit parameters (goal, strategy, ...)
+"Decision Engine" --> "Decision Engine"\
+: select appropriate optimization strategy (via the Strategy Selector)
 create Strategy
-"Watcher Decision Engine" -[#red]> "Strategy": select appropriate\noptimization strategy
-loop while enough data to build cluster data model
-  "Watcher Decision Engine" -> "Nova API" : get resource state (host, instance, ...)
-  "Watcher Decision Engine" <-- "Nova API" : resource state
-end
-"Watcher Decision Engine" -[#red]> "Watcher Decision Engine": build cluster_data_model
-"Watcher Decision Engine" -> "Strategy" : execute(cluster_data_model)
-loop while enough history data for the strategy
-"Strategy" -> "Ceilometer API": get_aggregated_metrics\n(resource_id,meter_name,period,aggregate_method)
-"Strategy" <-- "Ceilometer API": aggregated metrics
-end
-"Strategy" -> "Strategy" : compute solution to achieve goal
-"Watcher Decision Engine" <-- "Strategy" : solution = array of actions (i.e. not scheduled yet)
-create "Watcher Planner"
-"Watcher Decision Engine" -[#red]> "Watcher Planner": select appropriate actions scheduler (i.e. Planner implementation)
-"Watcher Decision Engine" -> "Watcher Planner": schedule(audit_id, solution)
-"Watcher Planner" -> "Watcher Planner": schedule actions according to\nscheduling rules/policies
-"Watcher Decision Engine" <-- "Watcher Planner": new action_plan
-"Watcher Decision Engine" -> "Watcher Database" : save new action_plan in database
-"Watcher Decision Engine" -> "Watcher Database" : update audit.state = SUCCEEDED
-"AMQP Bus" <[#blue]- "Watcher Decision Engine" : notify new audit state = SUCCEEDED
+"Decision Engine" -> "Strategy" : execute strategy
+activate "Strategy"
+    "Strategy" -> "Cluster Data Model Collector" : get cluster data model
+    "Cluster Data Model Collector" --> "Strategy"\
+    : copy of the in-memory cluster data model
+    loop while enough history data for the strategy
+        "Strategy" -> "Ceilometer API" : get necessary metrics
+        "Strategy" <-- "Ceilometer API" : aggregated metrics
+    end
+    "Strategy" -> "Strategy"\
+    : compute/set needed actions for the solution so it achieves its goal
+    "Strategy" -> "Strategy" : compute/set efficacy indicators for the solution
+    "Strategy" -> "Strategy" : compute/set the solution global efficacy
+    "Decision Engine" <-- "Strategy"\
+    : solution (unordered actions, efficacy indicators and global efficacy)
+deactivate "Strategy"
+
+create "Planner"
+"Decision Engine" -> "Planner" : load actions scheduler
+"Planner" --> "Decision Engine" : planner plugin
+"Decision Engine" -> "Planner" : schedule actions
+activate "Planner"
+    "Planner" -> "Planner"\
+    : schedule actions according to scheduling rules/policies
+    "Decision Engine" <-- "Planner" : new action plan
+deactivate "Planner"
+"Decision Engine" -> "Database" : save new action plan in database
+"Decision Engine" -> "Database" : update audit.state = SUCCEEDED
+"AMQP Bus" <[#blue]- "Decision Engine" : notify new audit state = SUCCEEDED
+
+deactivate "Decision Engine"
+
+hnote over "Decision Engine" : Idle
 
 @enduml

doc/source/image_src/plantuml/watcher_class_diagram.txt

@@ -1,87 +0,0 @@
-@startuml
-
-abstract class Base {
-    // Timestamp mixin
-    DateTime created_at
-    DateTime updated_at
-
-    // Soft Delete mixin
-    DateTime deleted_at
-    Integer deleted // default = 0
-}
-
-class Strategy {
-    **Integer id** // primary_key
-    String uuid // length = 36
-    String name // length = 63, nullable = false
-    String display_name // length = 63, nullable = false
-    <i>Integer goal_id</i> // ForeignKey('goals.id'), nullable = false
-}
-
-
-class Goal {
-    **Integer id** // primary_key
-    String uuid // length = 36
-    String name // length = 63, nullable = false
-    String display_name // length = 63, nullable=False
-}
-
-
-class AuditTemplate {
-    **Integer id** // primary_key
-    String uuid // length = 36
-    String name // length = 63, nullable = true
-    String description // length = 255, nullable = true
-    Integer host_aggregate // nullable = true
-    <i>Integer goal_id</i> // ForeignKey('goals.id'), nullable = false
-    <i>Integer strategy_id</i> // ForeignKey('strategies.id'), nullable = true
-    JsonString extra
-    String version // length = 15, nullable = true
-}
-
-
-class Audit {
-    **Integer id** // primary_key
-    String uuid // length = 36
-    String type // length = 20
-    String state // length = 20, nullable = true
-    DateTime deadline // nullable = true
-    <i>Integer audit_template_id</i> // ForeignKey('audit_templates.id') \
-nullable = false
-}
-
-
-class Action {
-    **Integer id** // primary_key
-    String uuid // length = 36, nullable = false
-    <i>Integer action_plan_id</i> // ForeignKey('action_plans.id'), nullable = false
-    String action_type // length = 255, nullable = false
-    JsonString input_parameters // nullable = true
-    String state // length = 20, nullable = true
-    String next // length = 36, nullable = true
-}
-
-
-class ActionPlan {
-    **Integer id** // primary_key
-    String uuid // length = 36
-    Integer first_action_id //
-    <i>Integer audit_id</i> // ForeignKey('audits.id'), nullable = true
-    String state // length = 20, nullable = true
-}
-
-"Base" <|-- "Strategy"
-"Base" <|-- "Goal"
-"Base" <|-- "AuditTemplate"
-"Base" <|-- "Audit"
-"Base" <|-- "Action"
-"Base" <|-- "ActionPlan"
-
- "Goal" <.. "Strategy" : Foreign Key
- "Goal" <.. "AuditTemplate" : Foreign Key
- "Strategy" <.. "AuditTemplate" : Foreign Key
- "AuditTemplate" <.. "Audit" : Foreign Key
- "ActionPlan" <.. "Action" : Foreign Key
- "Audit" <.. "ActionPlan" : Foreign Key
-
-@enduml

doc/source/image_src/plantuml/watcher_db_schema_diagram.txt

@@ -0,0 +1,144 @@
+@startuml
+!define table(x) class x << (T,#FFAAAA) >>
+!define primary_key(x) <u>x</u>
+!define foreign_key(x) <i><u>x</u></i>
+hide methods
+hide stereotypes
+
+table(goals) {
+    primary_key(id: Integer)
+    uuid : String[36]
+    name : String[63]
+    display_name : String[63]
+    efficacy_specification : JSONEncodedList, nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+
+table(strategies) {
+    primary_key(id: Integer)
+    foreign_key(goal_id : Integer)
+    uuid : String[36]
+    name : String[63]
+    display_name : String[63]
+    parameters_spec : JSONEncodedDict, nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+
+table(audit_templates) {
+    primary_key(id: Integer)
+    foreign_key("goal_id : Integer")
+    foreign_key("strategy_id : Integer, nullable")
+    uuid : String[36]
+    name : String[63], nullable
+    description : String[255], nullable
+    host_aggregate : Integer, nullable
+    extra : JSONEncodedDict
+    version : String[15], nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+
+table(audits) {
+    primary_key(id: Integer)
+    foreign_key("goal_id : Integer")
+    foreign_key("strategy_id : Integer, nullable")
+    uuid : String[36]
+    audit_type : String[20]
+    state : String[20], nullable
+    deadline : DateTime, nullable
+    interval : Integer, nullable
+    parameters : JSONEncodedDict, nullable
+    host_aggregate : Integer, nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+
+table(action_plans) {
+    primary_key(id: Integer)
+    foreign_key("audit_id : Integer, nullable")
+    foreign_key("strategy_id : Integer")
+    uuid : String[36]
+    first_action_id : Integer
+    state : String[20], nullable
+    global_efficacy : JSONEncodedDict, nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+
+table(actions) {
+    primary_key(id: Integer)
+    foreign_key("action_plan_id : Integer")
+    uuid : String[36]
+    action_type : String[255]
+    input_parameters : JSONEncodedDict, nullable
+    state : String[20], nullable
+    next : String[36], nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+
+table(efficacy_indicators) {
+    primary_key(id: Integer)
+    foreign_key("action_plan_id : Integer")
+    uuid : String[36]
+    name : String[63]
+    description : String[255], nullable
+    unit : String[63], nullable
+    value : Numeric
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+table(scoring_engines) {
+    primary_key(id: Integer)
+    uuid : String[36]
+    name : String[63]
+    description : String[255], nullable
+    metainfo : Text, nullable
+
+    created_at : DateTime
+    updated_at : DateTime
+    deleted_at : DateTime
+    deleted : Integer
+}
+
+ "goals" <.. "strategies" : Foreign Key
+ "goals" <.. "audit_templates" : Foreign Key
+ "strategies" <.. "audit_templates" : Foreign Key
+ "goals" <.. "audits" : Foreign Key
+ "strategies" <.. "audits" : Foreign Key
+ "action_plans" <.. "actions" : Foreign Key
+ "action_plans" <.. "efficacy_indicators" : Foreign Key
+ "strategies" <.. "action_plans" : Foreign Key
+ "audits" <.. "action_plans" : Foreign Key
+
+@enduml

doc/source/images/functional_data_model.svg

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doc/source/index.rst

@@ -57,6 +57,7 @@ Getting Started
   deploy/configuration
   deploy/conf-files
   dev/testing
+  dev/rally_link
 
 API References
 --------------
@@ -73,7 +74,10 @@ Plugins
   :maxdepth: 1
 
   dev/plugin/base-setup
+  dev/plugin/goal-plugin
+  dev/plugin/scoring-engine-plugin
   dev/plugin/strategy-plugin
+  dev/plugin/cdmc-plugin
   dev/plugin/action-plugin
   dev/plugin/planner-plugin
   dev/plugins
@@ -90,6 +94,7 @@ Introduction
 
   deploy/installation
   deploy/user-guide
+  deploy/policy
   deploy/gmr
 
 Watcher Manual Pages

etc/watcher/policy.json

@@ -1,5 +1,41 @@
 {
     "admin_api": "role:admin or role:administrator",
     "show_password": "!",
-    "default": "rule:admin_api"
+    "default": "rule:admin_api",
+
+    "action:detail": "rule:default",
+    "action:get": "rule:default",
+    "action:get_all": "rule:default",
+
+    "action_plan:delete": "rule:default",
+    "action_plan:detail": "rule:default",
+    "action_plan:get": "rule:default",
+    "action_plan:get_all": "rule:default",
+    "action_plan:update": "rule:default",
+
+    "audit:create": "rule:default",
+    "audit:delete": "rule:default",
+    "audit:detail": "rule:default",
+    "audit:get": "rule:default",
+    "audit:get_all": "rule:default",
+    "audit:update": "rule:default",
+
+    "audit_template:create": "rule:default",
+    "audit_template:delete": "rule:default",
+    "audit_template:detail": "rule:default",
+    "audit_template:get": "rule:default",
+    "audit_template:get_all": "rule:default",
+    "audit_template:update": "rule:default",
+
+    "goal:detail": "rule:default",
+    "goal:get": "rule:default",
+    "goal:get_all": "rule:default",
+
+    "scoring_engine:detail": "rule:default",
+    "scoring_engine:get": "rule:default",
+    "scoring_engine:get_all": "rule:default",
+
+    "strategy:detail": "rule:default",
+    "strategy:get": "rule:default",
+    "strategy:get_all": "rule:default"
 }

etc/watcher/watcher-config-generator.conf

@@ -4,6 +4,13 @@ wrap_width = 79
 
 namespace = watcher
 namespace = keystonemiddleware.auth_token
-namespace = oslo.log
+namespace = oslo.cache
+namespace = oslo.concurrency
 namespace = oslo.db
+namespace = oslo.log
 namespace = oslo.messaging
+namespace = oslo.policy
+namespace = oslo.reports
+namespace = oslo.service.periodic_task
+namespace = oslo.service.service
+namespace = oslo.service.wsgi

rally-jobs/README.rst

@@ -0,0 +1,42 @@
+Rally job
+=========
+
+We provide, with Watcher, a Rally plugin you can use to benchmark the optimization service.
+
+To launch this task with configured Rally you just need to run:
+
+::
+
+  rally task start watcher/rally-jobs/watcher.yaml
+
+Structure
+---------
+
+* plugins - directory where you can add rally plugins. Almost everything in
+  Rally is a plugin. Benchmark context, Benchmark scenario, SLA checks, Generic
+  cleanup resources, ....
+
+* extra - all files from this directory will be copy pasted to gates, so you
+  are able to use absolute paths in rally tasks.
+  Files will be located in ~/.rally/extra/*
+
+* watcher.yaml is a task that is run in gates against OpenStack
+  deployed by DevStack
+
+
+Useful links
+------------
+
+* How to install: http://docs.openstack.org/developer/rally/install.html
+
+* How to set Rally up and launch your first scenario:  https://rally.readthedocs.io/en/latest/tutorial/step_1_setting_up_env_and_running_benchmark_from_samples.html
+
+* More about Rally: https://rally.readthedocs.org/en/latest/
+
+* Rally release notes: https://rally.readthedocs.org/en/latest/release_notes.html
+
+* How to add rally-gates: https://rally.readthedocs.org/en/latest/gates.html
+
+* About plugins:  https://rally.readthedocs.org/en/latest/plugins.html
+
+* Plugin samples: https://github.com/openstack/rally/tree/master/samples/plugins

rally-jobs/watcher-watcher.yaml

@@ -0,0 +1,67 @@
+---
+  Watcher.create_audit_and_delete:
+    -
+      runner:
+        type: "constant"
+        times: 10
+        concurrency: 2
+      context:
+        users:
+          tenants: 2
+          users_per_tenant: 2
+        audit_templates:
+          audit_templates_per_admin: 5
+          fill_strategy: "round_robin"
+          params:
+            - goal:
+                  name: "dummy"
+              strategy:
+                  name: "dummy"
+              extra: {}
+      sla:
+        failure_rate:
+          max: 0
+
+  Watcher.create_audit_template_and_delete:
+    -
+      args:
+        goal:
+          name: "dummy"
+        strategy:
+          name: "dummy"
+        extra: {}
+      runner:
+        type: "constant"
+        times: 10
+        concurrency: 2
+      sla:
+        failure_rate:
+          max: 0
+
+  Watcher.list_audit_templates:
+    -
+      runner:
+        type: "constant"
+        times: 10
+        concurrency: 2
+      context:
+        users:
+          tenants: 2
+          users_per_tenant: 2
+        audit_templates:
+          audit_templates_per_admin: 5
+          fill_strategy: "random"
+          params:
+            - goal:
+                  name: "workload_balancing"
+              strategy:
+                  name: "workload_stabilization"
+              extra: {}
+            - goal:
+                  name: "dummy"
+              strategy:
+                  name: "dummy"
+              extra: {}
+      sla:
+        failure_rate:
+          max: 0

releasenotes/notes/add-plugins-parameters-376eb6b0b8978b44.yaml

@@ -0,0 +1,8 @@
+---
+features:
+  - Added a standard way to both declare and fetch
+    configuration options so that whenever the
+    administrator generates the Watcher
+    configuration sample file, it contains the
+    configuration options of the plugins that are
+    currently available.

releasenotes/notes/add-scoring-module-fa00d013ed2d614e.yaml

@@ -0,0 +1,7 @@
+---
+features:
+  - Added a generic scoring engine module, which
+    will standarize interactions with scoring engines
+    through the common API. It is possible to use the
+    scoring engine by different Strategies, which
+    improve the code and data model re-use.

releasenotes/notes/cluster-model-objects-wrapper-9c799ea262c56a5b.yaml

@@ -0,0 +1,6 @@
+---
+features:
+  - Added an in-memory cache of the cluster model
+    built up and kept fresh via notifications from
+    services of interest in addition to periodic
+    syncing logic.

releasenotes/notes/configurable-weights-default-planner-3746b33160bc7347.yaml

@@ -0,0 +1,4 @@
+---
+features:
+  - Added a way to add a new action without having to
+    amend the source code of the default planner.

releasenotes/notes/continuously-optimization-35364f4d2c0b81fc.yaml

@@ -0,0 +1,4 @@
+---
+features:
+  - Added a way to create periodic audit to be able to
+    optimize continuously the cloud infrastructure.

releasenotes/notes/efficacy-indicator-95380ad7b84e3be2.yaml

@@ -0,0 +1,4 @@
+---
+features:
+  - Added a way to compare the efficacy of different
+    strategies for a give optimization goal.

releasenotes/notes/get-goal-from-strategy-396c9b13a38bb650.yaml

@@ -0,0 +1,5 @@
+---
+features:
+  - Added a way to return the of available goals depending
+    on which strategies have been deployed on the node
+    where the decison engine is running.

releasenotes/notes/optimization-threshold-21ad38f0470d0e1a.yaml

@@ -0,0 +1,5 @@
+---
+features:
+  - Allow decision engine to pass strategy parameters,
+    like optimization threshold, to selected strategy,
+    also strategy to provide parameters info to end user.

releasenotes/notes/persistent-audit-parameters-ae41dd7252ba9672.yaml

@@ -0,0 +1,6 @@
+---
+features:
+  - Copy all audit templates parameters into
+    audit instead of having a reference to the
+    audit template.
+

releasenotes/notes/standard-deviation-strategy-cd1d0c443fdfde9c.yaml

@@ -0,0 +1,7 @@
+---
+features:
+  - Added a strategy that monitors if there is a higher
+    load on some hosts compared to other hosts in the
+    cluster and re-balances the work across hosts to
+    minimize the standard deviation of the loads in
+    the cluster.

releasenotes/notes/uniform-airflow-strategy-68cdba1419c3f770.yaml

@@ -0,0 +1,5 @@
+---
+features:
+  - Added a new strategy based on the airflow
+    of servers. This strategy makes decisions
+    to migrate VMs to make the airflow uniform.

releasenotes/notes/watcher-policies-1e86a30f0f11c6fa.yaml

@@ -0,0 +1,4 @@
+---
+features:
+  - Added policies to handle user rights
+    to access Watcher API.

releasenotes/notes/workload-balance-migration-strategy-a0b05148a57815c0.yaml

@@ -0,0 +1,7 @@
+---
+features:
+  - Added a strategy based on the VM workloads of
+    hypervisors. This strategy makes decisions to
+    migrate workloads to make the total VM workloads
+    of each hypervisor balanced, when the total VM
+    workloads of hypervisor reaches threshold.

releasenotes/source/conf.py

@@ -0,0 +1,244 @@
+# -*- coding: utf-8 -*-
+#
+# watcher documentation build configuration file, created by
+# sphinx-quickstart on Fri Jun  3 11:37:52 2016.
+#
+# This file is execfile()d with the current directory set to its containing dir
+#
+# Note that not all possible configuration values are present in this
+# autogenerated file.
+#
+# All configuration values have a default; values that are commented out
+# serve to show the default.
+
+import sys, os
+from watcher import version as watcher_version
+
+# If extensions (or modules to document with autodoc) are in another directory,
+# add these directories to sys.path here. If the directory is relative to the
+# documentation root, use os.path.abspath to make it absolute, like shown here.
+#sys.path.insert(0, os.path.abspath('.'))
+
+# -- General configuration ----------------------------------------------------
+
+# If your documentation needs a minimal Sphinx version, state it here.
+#needs_sphinx = '1.0'
+
+# Add any Sphinx extension module names here, as strings. They can be
+# extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
+extensions = ['reno.sphinxext',
+              'oslosphinx']
+
+# Add any paths that contain templates here, relative to this directory.
+templates_path = ['_templates']
+
+# The suffix of source filenames.
+source_suffix = '.rst'
+
+# The encoding of source files.
+#source_encoding = 'utf-8-sig'
+
+# The master toctree document.
+master_doc = 'index'
+
+# General information about the project.
+project = u'watcher'
+copyright = u'2016, Watcher developers'
+
+# The version info for the project you're documenting, acts as replacement for
+# |version| and |release|, also used in various other places throughout the
+# built documents.
+#
+# The short X.Y version.
+version = watcher_version.version_info.release_string()
+# The full version, including alpha/beta/rc tags.
+release = watcher_version.version_info.version_string()
+
+# The language for content autogenerated by Sphinx. Refer to documentation
+# for a list of supported languages.
+#language = None
+
+# There are two options for replacing |today|: either, you set today to some
+# non-false value, then it is used:
+#today = ''
+# Else, today_fmt is used as the format for a strftime call.
+#today_fmt = '%B %d, %Y'
+
+# List of patterns, relative to source directory, that match files and
+# directories to ignore when looking for source files.
+exclude_patterns = ['_build']
+
+# The reST default role (used for this markup: `text`) to use for all documents
+#default_role = None
+
+# If true, '()' will be appended to :func: etc. cross-reference text.
+#add_function_parentheses = True
+
+# If true, the current module name will be prepended to all description
+# unit titles (such as .. function::).
+#add_module_names = True
+
+# If true, sectionauthor and moduleauthor directives will be shown in the
+# output. They are ignored by default.
+#show_authors = False
+
+# The name of the Pygments (syntax highlighting) style to use.
+pygments_style = 'sphinx'
+
+# A list of ignored prefixes for module index sorting.
+#modindex_common_prefix = []
+
+
+# -- Options for HTML output --------------------------------------------------
+
+# The theme to use for HTML and HTML Help pages.  See the documentation for
+# a list of builtin themes.
+html_theme = 'default'
+
+# Theme options are theme-specific and customize the look and feel of a theme
+# further.  For a list of options available for each theme, see the
+# documentation.
+#html_theme_options = {}
+
+# Add any paths that contain custom themes here, relative to this directory.
+#html_theme_path = []
+
+# The name for this set of Sphinx documents.  If None, it defaults to
+# "<project> v<release> documentation".
+#html_title = None
+
+# A shorter title for the navigation bar.  Default is the same as html_title.
+#html_short_title = None
+
+# The name of an image file (relative to this directory) to place at the top
+# of the sidebar.
+#html_logo = None
+
+# The name of an image file (within the static path) to use as favicon of the
+# docs.  This file should be a Windows icon file (.ico) being 16x16 or 32x32
+# pixels large.
+#html_favicon = None
+
+# Add any paths that contain custom static files (such as style sheets) here,
+# relative to this directory. They are copied after the builtin static files,
+# so a file named "default.css" will overwrite the builtin "default.css".
+html_static_path = ['_static']
+
+# If not '', a 'Last updated on:' timestamp is inserted at every page bottom,
+# using the given strftime format.
+#html_last_updated_fmt = '%b %d, %Y'
+
+# If true, SmartyPants will be used to convert quotes and dashes to
+# typographically correct entities.
+#html_use_smartypants = True
+
+# Custom sidebar templates, maps document names to template names.
+#html_sidebars = {}
+
+# Additional templates that should be rendered to pages, maps page names to
+# template names.
+#html_additional_pages = {}
+
+# If false, no module index is generated.
+#html_domain_indices = True
+
+# If false, no index is generated.
+#html_use_index = True
+
+# If true, the index is split into individual pages for each letter.
+#html_split_index = False
+
+# If true, links to the reST sources are added to the pages.
+#html_show_sourcelink = True
+
+# If true, "Created using Sphinx" is shown in the HTML footer. Default is True.
+#html_show_sphinx = True
+
+# If true, "(C) Copyright ..." is shown in the HTML footer. Default is True.
+#html_show_copyright = True
+
+# If true, an OpenSearch description file will be output, and all pages will
+# contain a <link> tag referring to it.  The value of this option must be the
+# base URL from which the finished HTML is served.
+#html_use_opensearch = ''
+
+# This is the file name suffix for HTML files (e.g. ".xhtml").
+#html_file_suffix = None
+
+# Output file base name for HTML help builder.
+htmlhelp_basename = 'watcherdoc'
+
+
+# -- Options for LaTeX output -------------------------------------------------
+
+latex_elements = {
+# The paper size ('letterpaper' or 'a4paper').
+#'papersize': 'letterpaper',
+
+# The font size ('10pt', '11pt' or '12pt').
+#'pointsize': '10pt',
+
+# Additional stuff for the LaTeX preamble.
+#'preamble': '',
+}
+
+# Grouping the document tree into LaTeX files. List of tuples
+# (source start file, target name, title, author, documentclass [howto/manual])
+latex_documents = [
+  ('index', 'watcher.tex', u'Watcher Documentation',
+   u'Watcher developers', 'manual'),
+]
+
+# The name of an image file (relative to this directory) to place at the top of
+# the title page.
+#latex_logo = None
+
+# For "manual" documents, if this is true, then toplevel headings are parts,
+# not chapters.
+#latex_use_parts = False
+
+# If true, show page references after internal links.
+#latex_show_pagerefs = False
+
+# If true, show URL addresses after external links.
+#latex_show_urls = False
+
+# Documents to append as an appendix to all manuals.
+#latex_appendices = []
+
+# If false, no module index is generated.
+#latex_domain_indices = True
+
+
+# -- Options for manual page output -------------------------------------------
+
+# One entry per manual page. List of tuples
+# (source start file, name, description, authors, manual section).
+man_pages = [
+    ('index', 'watcher', u'Watcher Documentation',
+     [u'Watcher developers'], 1)
+]
+
+# If true, show URL addresses after external links.
+#man_show_urls = False
+
+
+# -- Options for Texinfo output -----------------------------------------------
+
+# Grouping the document tree into Texinfo files. List of tuples
+# (source start file, target name, title, author,
+#  dir menu entry, description, category)
+texinfo_documents = [
+  ('index', 'watcher', u'Watcher Documentation',
+   u'Watcher developers', 'watcher', 'One line description of project.',
+   'Miscellaneous'),
+]
+
+# Documents to append as an appendix to all manuals.
+#texinfo_appendices = []
+
+# If false, no module index is generated.
+#texinfo_domain_indices = True
+
+# How to display URL addresses: 'footnote', 'no', or 'inline'.
+#texinfo_show_urls = 'footnote'

releasenotes/source/index.rst

@@ -0,0 +1,10 @@
+Welcome to watcher's Release Notes documentation!
+=================================================
+
+Contents:
+
+.. toctree::
+   :maxdepth: 1
+
+   unreleased.rst
+

releasenotes/source/unreleased.rst

@@ -0,0 +1,5 @@
+==============================
+ Current Series Release Notes
+==============================
+
+.. release-notes::

requirements.txt

@@ -2,37 +2,40 @@
 # 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>=2.1.0 # Apache-2.0
+keystoneauth1>=2.10.0 # Apache-2.0
 keystonemiddleware!=4.1.0,!=4.5.0,>=4.0.0 # Apache-2.0
+lxml>=2.3 # BSD
 oslo.concurrency>=3.8.0 # Apache-2.0
 oslo.cache>=1.5.0 # Apache-2.0
-oslo.config>=3.9.0 # Apache-2.0
-oslo.context>=2.2.0 # Apache-2.0
-oslo.db>=4.1.0 # Apache-2.0
+oslo.config>=3.14.0 # Apache-2.0
+oslo.context>=2.9.0 # Apache-2.0
+oslo.db!=4.13.1,!=4.13.2,>=4.10.0 # Apache-2.0
 oslo.i18n>=2.1.0 # Apache-2.0
 oslo.log>=1.14.0 # Apache-2.0
-oslo.messaging>=4.5.0 # Apache-2.0
-oslo.policy>=0.5.0 # Apache-2.0
+oslo.messaging>=5.2.0 # Apache-2.0
+oslo.policy>=1.9.0 # Apache-2.0
 oslo.reports>=0.6.0 # Apache-2.0
+oslo.serialization>=1.10.0 # Apache-2.0
 oslo.service>=1.10.0 # Apache-2.0
-oslo.utils>=3.5.0 # Apache-2.0
+oslo.utils>=3.16.0 # Apache-2.0
 PasteDeploy>=1.5.0 # MIT
 pbr>=1.6 # Apache-2.0
-pecan>=1.0.0 # BSD
+pecan!=1.0.2,!=1.0.3,!=1.0.4,>=1.0.0 # BSD
 PrettyTable<0.8,>=0.7 # BSD
 voluptuous>=0.8.9 # BSD License
-python-ceilometerclient>=2.2.1 # Apache-2.0
-python-cinderclient!=1.7.0,>=1.6.0 # Apache-2.0
-python-glanceclient>=2.0.0 # Apache-2.0
-python-keystoneclient!=1.8.0,!=2.1.0,>=1.7.0 # Apache-2.0
-python-neutronclient>=4.2.0 # Apache-2.0
+python-ceilometerclient>=2.5.0 # Apache-2.0
+python-cinderclient!=1.7.0,!=1.7.1,>=1.6.0 # Apache-2.0
+python-glanceclient!=2.4.0,>=2.3.0 # Apache-2.0
+python-keystoneclient!=2.1.0,>=2.0.0 # Apache-2.0
+python-neutronclient>=5.1.0 # Apache-2.0
 python-novaclient!=2.33.0,>=2.29.0 # Apache-2.0
 python-openstackclient>=2.1.0 # Apache-2.0
 six>=1.9.0 # MIT
 SQLAlchemy<1.1.0,>=1.0.10 # MIT
-stevedore>=1.10.0 # Apache-2.0
+stevedore>=1.16.0 # Apache-2.0
 taskflow>=1.26.0 # Apache-2.0
 WebOb>=1.2.3 # MIT
 WSME>=0.8 # MIT

setup.cfg

@@ -1,11 +1,11 @@
 [metadata]
 name = python-watcher
-summary = Watcher takes advantage of CEP and ML algorithms/metaheuristics to improve physical resources usage through better VM placement. Watcher can improve your cloud optimization by reducing energy footprint and increasing profits.
+summary = OpenStack Watcher provides a flexible and scalable resource optimization service for multi-tenant OpenStack-based clouds.
 description-file =
     README.rst
 author = OpenStack
 author-email = openstack-dev@lists.openstack.org
-home-page = http://www.openstack.org/
+home-page = http://docs.openstack.org/developer/watcher/
 classifier =
     Environment :: OpenStack
     Intended Audience :: Information Technology
@@ -17,6 +17,7 @@ classifier =
     Programming Language :: Python :: 2.7
     Programming Language :: Python :: 3
     Programming Language :: Python :: 3.4
+    Programming Language :: Python :: 3.5
 
 [files]
 packages =
@@ -38,6 +39,7 @@ console_scripts =
     watcher-db-manage = watcher.cmd.dbmanage:main
     watcher-decision-engine = watcher.cmd.decisionengine:main
     watcher-applier = watcher.cmd.applier:main
+    watcher-sync = watcher.cmd.sync:main
 
 tempest.test_plugins =
     watcher_tests = watcher_tempest_plugin.plugin:WatcherTempestPlugin
@@ -45,13 +47,29 @@ tempest.test_plugins =
 watcher.database.migration_backend =
     sqlalchemy = watcher.db.sqlalchemy.migration
 
+watcher_goals =
+    unclassified = watcher.decision_engine.goal.goals:Unclassified
+    dummy = watcher.decision_engine.goal.goals:Dummy
+    server_consolidation = watcher.decision_engine.goal.goals:ServerConsolidation
+    thermal_optimization = watcher.decision_engine.goal.goals:ThermalOptimization
+    workload_balancing = watcher.decision_engine.goal.goals:WorkloadBalancing
+    airflow_optimization = watcher.decision_engine.goal.goals:AirflowOptimization
+
+watcher_scoring_engines =
+    dummy_scorer = watcher.decision_engine.scoring.dummy_scorer:DummyScorer
+
+watcher_scoring_engine_containers =
+    dummy_scoring_container = watcher.decision_engine.scoring.dummy_scoring_container:DummyScoringContainer
+
 watcher_strategies =
     dummy = watcher.decision_engine.strategy.strategies.dummy_strategy:DummyStrategy
+    dummy_with_scorer = watcher.decision_engine.strategy.strategies.dummy_with_scorer:DummyWithScorer
     basic = watcher.decision_engine.strategy.strategies.basic_consolidation:BasicConsolidation
-    outlet_temp_control = watcher.decision_engine.strategy.strategies.outlet_temp_control:OutletTempControl
+    outlet_temperature = watcher.decision_engine.strategy.strategies.outlet_temp_control:OutletTempControl
     vm_workload_consolidation = watcher.decision_engine.strategy.strategies.vm_workload_consolidation:VMWorkloadConsolidation
     workload_stabilization = watcher.decision_engine.strategy.strategies.workload_stabilization:WorkloadStabilization
     workload_balance = watcher.decision_engine.strategy.strategies.workload_balance:WorkloadBalance
+    uniform_airflow = watcher.decision_engine.strategy.strategies.uniform_airflow:UniformAirflow
 
 watcher_actions =
     migrate = watcher.applier.actions.migration:Migrate
@@ -65,6 +83,9 @@ watcher_workflow_engines =
 watcher_planners =
     default  = watcher.decision_engine.planner.default:DefaultPlanner
 
+watcher_cluster_data_model_collectors =
+    compute = watcher.decision_engine.model.collector.nova:NovaClusterDataModelCollector
+
 [pbr]
 warnerrors = true
 autodoc_index_modules = true

test-requirements.txt

@@ -3,13 +3,12 @@
 # process, which may cause wedges in the gate later.
 
 coverage>=3.6 # Apache-2.0
-discover # BSD
 doc8 # Apache-2.0
 freezegun # Apache-2.0
 hacking<0.11,>=0.10.2
 mock>=2.0 # BSD
 oslotest>=1.10.0 # Apache-2.0
-os-testr>=0.4.1 # Apache-2.0
+os-testr>=0.7.0 # Apache-2.0
 python-subunit>=0.0.18 # Apache-2.0/BSD
 testrepository>=0.0.18 # Apache-2.0/BSD
 testscenarios>=0.4 # Apache-2.0/BSD
@@ -17,5 +16,11 @@ testtools>=1.4.0 # MIT
 
 # Doc requirements
 oslosphinx!=3.4.0,>=2.5.0 # Apache-2.0
-sphinx!=1.2.0,!=1.3b1,<1.3,>=1.1.2 # BSD
+sphinx!=1.3b1,<1.3,>=1.2.1 # BSD
 sphinxcontrib-pecanwsme>=0.8 # Apache-2.0
+
+# releasenotes
+reno>=1.8.0 # Apache2
+
+# bandit
+bandit>=1.1.0 # Apache-2.0

tox.ini

@@ -1,16 +1,17 @@
 [tox]
-minversion = 1.6
-envlist = py34,py27,pep8
+minversion = 1.8
+envlist = py35,py34,py27,pep8
 skipsdist = True
 
 [testenv]
 usedevelop = True
 whitelist_externals = find
-install_command = pip install -U {opts} {packages}
+install_command =
+                  constraints: pip install -U --force-reinstall -c{env:UPPER_CONSTRAINTS_FILE:https://git.openstack.org/cgit/openstack/requirements/plain/upper-constraints.txt?h=stable/newton} {opts} {packages}
+                  pip install -U {opts} {packages}
 setenv =
    VIRTUAL_ENV={envdir}
-deps = -r{toxinidir}/requirements.txt
-       -r{toxinidir}/test-requirements.txt
+deps = -r{toxinidir}/test-requirements.txt
 commands =
   find . -type f -name "*.pyc" -delete
   find . -type d -name "__pycache__" -delete
@@ -20,6 +21,7 @@ commands =
 commands =
     doc8 doc/source/ CONTRIBUTING.rst HACKING.rst README.rst
     flake8
+    bandit -r watcher -x tests -n5 -ll -s B320
 
 [testenv:venv]
 setenv = PYTHONHASHSEED=0
@@ -46,15 +48,23 @@ commands =
 show-source=True
 ignore=
 builtins= _
-exclude=.venv,.git,.tox,dist,doc,*lib/python*,*egg,build,*sqlalchemy/alembic/versions/*,demo/
+exclude=.venv,.git,.tox,dist,doc,*lib/python*,*egg,build,*sqlalchemy/alembic/versions/*,demo/,releasenotes
 
 [testenv:wheel]
 commands = python setup.py bdist_wheel
 
 [hacking]
 import_exceptions = watcher._i18n
+local-check-factory = watcher.hacking.checks.factory
 
 [doc8]
 extension=.rst
 # todo: stop ignoring doc/source/man when https://bugs.launchpad.net/doc8/+bug/1502391 is fixed
 ignore-path=doc/source/image_src,doc/source/man,doc/source/api
+
+[testenv:releasenotes]
+commands = sphinx-build -a -W -E -d releasenotes/build/doctrees -b html releasenotes/source releasenotes/build/html
+
+[testenv:bandit]
+deps = -r{toxinidir}/test-requirements.txt
+commands = bandit -r watcher -x tests -n5 -ll -s B320

watcher/api/app.py

@@ -30,7 +30,7 @@ API_SERVICE_OPTS = [
                 default=9322,
                 help=_('The port for the watcher API server')),
     cfg.StrOpt('host',
-               default='0.0.0.0',
+               default='127.0.0.1',
                help=_('The listen IP for the watcher API server')),
     cfg.IntOpt('max_limit',
                default=1000,

watcher/api/config.py

@@ -22,7 +22,7 @@ from watcher.api import hooks
 # See https://pecan.readthedocs.org/en/latest/configuration.html#server-configuration # noqa
 server = {
     'port': '9322',
-    'host': '0.0.0.0'
+    'host': '127.0.0.1'
 }
 
 # Pecan Application Configurations

watcher/api/controllers/v1/__init__.py

@@ -34,6 +34,7 @@ from watcher.api.controllers.v1 import action_plan
 from watcher.api.controllers.v1 import audit
 from watcher.api.controllers.v1 import audit_template
 from watcher.api.controllers.v1 import goal
+from watcher.api.controllers.v1 import scoring_engine
 from watcher.api.controllers.v1 import strategy
 
 
@@ -101,6 +102,9 @@ class V1(APIBase):
     action_plans = [link.Link]
     """Links to the action plans resource"""
 
+    scoring_engines = [link.Link]
+    """Links to the Scoring Engines resource"""
+
     links = [link.Link]
     """Links that point to a specific URL for this version and documentation"""
 
@@ -147,6 +151,14 @@ class V1(APIBase):
                                 'action_plans', '',
                                 bookmark=True)
             ]
+
+        v1.scoring_engines = [link.Link.make_link(
+            'self', pecan.request.host_url, 'scoring_engines', ''),
+            link.Link.make_link('bookmark',
+                                pecan.request.host_url,
+                                'scoring_engines', '',
+                                bookmark=True)
+            ]
         return v1
 
 
@@ -158,6 +170,7 @@ class Controller(rest.RestController):
     actions = action.ActionsController()
     action_plans = action_plan.ActionPlansController()
     goals = goal.GoalsController()
+    scoring_engines = scoring_engine.ScoringEngineController()
     strategies = strategy.StrategiesController()
 
     @wsme_pecan.wsexpose(V1)
@@ -167,4 +180,5 @@ class Controller(rest.RestController):
         #       the request object to make the links.
         return V1.convert()
 
-__all__ = (Controller)
+
+__all__ = ("Controller", )

watcher/api/controllers/v1/action.py

@@ -27,7 +27,7 @@ of the OpenStack :ref:`Cluster <cluster_definition>` such as:
 -  Live migration of an instance from one compute node to another compute
    node with Nova
 -  Changing the power level of a compute node (ACPI level, ...)
--  Changing the current state of an hypervisor (enable or disable) with Nova
+-  Changing the current state of a compute node (enable or disable) with Nova
 
 In most cases, an :ref:`Action <action_definition>` triggers some concrete
 commands on an existing OpenStack module (Nova, Neutron, Cinder, Ironic, etc.).
@@ -63,12 +63,14 @@ import wsme
 from wsme import types as wtypes
 import wsmeext.pecan as wsme_pecan
 
+from watcher._i18n import _
 from watcher.api.controllers import base
 from watcher.api.controllers import link
 from watcher.api.controllers.v1 import collection
 from watcher.api.controllers.v1 import types
 from watcher.api.controllers.v1 import utils as api_utils
 from watcher.common import exception
+from watcher.common import policy
 from watcher import objects
 
 
@@ -149,8 +151,6 @@ class Action(base.APIBase):
 
         self.fields = []
         fields = list(objects.Action.fields)
-        # audit_template_uuid is not part of objects.Audit.fields
-        # because it's an API-only attribute.
         fields.append('action_plan_uuid')
         fields.append('next_uuid')
         for field in fields:
@@ -302,6 +302,10 @@ class ActionsController(rest.RestController):
         :param audit_uuid: Optional UUID of an audit,
            to get only actions for that audit.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'action:get_all',
+                       action='action:get_all')
+
         if action_plan_uuid and audit_uuid:
             raise exception.ActionFilterCombinationProhibited
 
@@ -326,6 +330,10 @@ class ActionsController(rest.RestController):
         :param audit_uuid: Optional UUID of an audit,
            to get only actions for that audit.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'action:detail',
+                       action='action:detail')
+
         # NOTE(lucasagomes): /detail should only work agaist collections
         parent = pecan.request.path.split('/')[:-1][-1]
         if parent != "actions":
@@ -349,8 +357,10 @@ class ActionsController(rest.RestController):
         if self.from_actions:
             raise exception.OperationNotPermitted
 
-        action = objects.Action.get_by_uuid(pecan.request.context,
-                                            action_uuid)
+        context = pecan.request.context
+        action = api_utils.get_resource('Action', action_uuid)
+        policy.enforce(context, 'action:get', action, action='action:get')
+
         return Action.convert_with_links(action)
 
     @wsme_pecan.wsexpose(Action, body=Action, status_code=201)

watcher/api/controllers/v1/action_plan.py

@@ -16,9 +16,11 @@
 # limitations under the License.
 
 """
-An :ref:`Action Plan <action_plan_definition>` is a flow of
+An :ref:`Action Plan <action_plan_definition>` specifies a flow of
 :ref:`Actions <action_definition>` that should be executed in order to satisfy
-a given :ref:`Goal <goal_definition>`.
+a given :ref:`Goal <goal_definition>`. It also contains an estimated
+:ref:`global efficacy <efficacy_definition>` alongside a set of
+:ref:`efficacy indicators <efficacy_indicator_definition>`.
 
 An :ref:`Action Plan <action_plan_definition>` is generated by Watcher when an
 :ref:`Audit <audit_definition>` is successful which implies that the
@@ -26,16 +28,13 @@ An :ref:`Action Plan <action_plan_definition>` is generated by Watcher when an
 which was used has found a :ref:`Solution <solution_definition>` to achieve the
 :ref:`Goal <goal_definition>` of this :ref:`Audit <audit_definition>`.
 
-In the default implementation of Watcher, an
-:ref:`Action Plan <action_plan_definition>`
-is only composed of successive :ref:`Actions <action_definition>`
-(i.e., a Workflow of :ref:`Actions <action_definition>` belonging to a unique
-branch).
+In the default implementation of Watcher, an action plan is composed of
+a list of successive :ref:`Actions <action_definition>` (i.e., a Workflow of
+:ref:`Actions <action_definition>` belonging to a unique branch).
 
 However, Watcher provides abstract interfaces for many of its components,
-allowing other implementations to generate and handle more complex
-:ref:`Action Plan(s) <action_plan_definition>`
-composed of two types of Action Item(s):
+allowing other implementations to generate and handle more complex :ref:`Action
+Plan(s) <action_plan_definition>` composed of two types of Action Item(s):
 
 -  simple :ref:`Actions <action_definition>`: atomic tasks, which means it
    can not be split into smaller tasks or commands from an OpenStack point of
@@ -46,16 +45,18 @@ composed of two types of Action Item(s):
 
 An :ref:`Action Plan <action_plan_definition>` may be described using
 standard workflow model description formats such as
-`Business Process Model and Notation 2.0 (BPMN 2.0) <http://www.omg.org/spec/BPMN/2.0/>`_
-or `Unified Modeling Language (UML) <http://www.uml.org/>`_.
+`Business Process Model and Notation 2.0 (BPMN 2.0)
+<http://www.omg.org/spec/BPMN/2.0/>`_ or `Unified Modeling Language (UML)
+<http://www.uml.org/>`_.
 
-To see the life-cycle and description of 
-:ref:`Action Plan <action_plan_definition>` states, visit :ref:`the Action Plan state
-machine <action_plan_state_machine>`.
-"""  # noqa
+To see the life-cycle and description of
+:ref:`Action Plan <action_plan_definition>` states, visit :ref:`the Action Plan
+state machine <action_plan_state_machine>`.
+"""
 
 import datetime
 
+from oslo_log import log
 import pecan
 from pecan import rest
 import wsme
@@ -66,13 +67,18 @@ from watcher._i18n import _
 from watcher.api.controllers import base
 from watcher.api.controllers import link
 from watcher.api.controllers.v1 import collection
+from watcher.api.controllers.v1 import efficacy_indicator as efficacyindicator
 from watcher.api.controllers.v1 import types
 from watcher.api.controllers.v1 import utils as api_utils
 from watcher.applier import rpcapi
 from watcher.common import exception
+from watcher.common import policy
+from watcher.common import utils
 from watcher import objects
 from watcher.objects import action_plan as ap_objects
 
+LOG = log.getLogger(__name__)
+
 
 class ActionPlanPatchType(types.JsonPatchType):
 
@@ -112,7 +118,10 @@ 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):
         return self._audit_uuid
@@ -143,6 +152,71 @@ class ActionPlan(base.APIBase):
             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)
+        return self._efficacy_indicators
+
+    def _set_efficacy_indicators(self, value):
+        efficacy_indicators = []
+        if value == wtypes.Unset and not self._efficacy_indicators:
+            try:
+                _efficacy_indicators = objects.EfficacyIndicator.list(
+                    pecan.request.context,
+                    filters={"action_plan_uuid": self.uuid})
+
+                for indicator in _efficacy_indicators:
+                    efficacy_indicator = efficacyindicator.EfficacyIndicator(
+                        context=pecan.request.context,
+                        name=indicator.name,
+                        description=indicator.description,
+                        unit=indicator.unit,
+                        value=indicator.value,
+                    )
+                    efficacy_indicators.append(efficacy_indicator.as_dict())
+                self._efficacy_indicators = efficacy_indicators
+            except exception.EfficacyIndicatorNotFound as exc:
+                LOG.exception(exc)
+        elif value and self._efficacy_indicators != value:
+            self._efficacy_indicators = value
+
+    def _get_strategy(self, value):
+        if value == wtypes.Unset:
+            return None
+        strategy = None
+        try:
+            if utils.is_uuid_like(value) or utils.is_int_like(value):
+                strategy = objects.Strategy.get(
+                    pecan.request.context, value)
+            else:
+                strategy = objects.Strategy.get_by_name(
+                    pecan.request.context, value)
+        except exception.StrategyNotFound:
+            pass
+        if strategy:
+            self.strategy_id = strategy.id
+        return strategy
+
+    def _get_strategy_uuid(self):
+        return self._strategy_uuid
+
+    def _set_strategy_uuid(self, value):
+        if value and self._strategy_uuid != value:
+            self._strategy_uuid = None
+            strategy = self._get_strategy(value)
+            if strategy:
+                self._strategy_uuid = strategy.uuid
+
+    def _get_strategy_name(self):
+        return self._strategy_name
+
+    def _set_strategy_name(self, value):
+        if value and self._strategy_name != value:
+            self._strategy_name = None
+            strategy = self._get_strategy(value)
+            if strategy:
+                self._strategy_name = strategy.name
+
     uuid = wtypes.wsattr(types.uuid, readonly=True)
     """Unique UUID for this action plan"""
 
@@ -155,6 +229,22 @@ class ActionPlan(base.APIBase):
                                  mandatory=True)
     """The UUID of the audit this port belongs to"""
 
+    strategy_uuid = wsme.wsproperty(
+        wtypes.text, _get_strategy_uuid, _set_strategy_uuid, mandatory=False)
+    """Strategy UUID the action plan refers to"""
+
+    strategy_name = wsme.wsproperty(
+        wtypes.text, _get_strategy_name, _set_strategy_name, mandatory=False)
+    """The name of the strategy this action plan refers to"""
+
+    efficacy_indicators = wsme.wsproperty(
+        types.jsontype, _get_efficacy_indicators, _set_efficacy_indicators,
+        mandatory=True)
+    """The list of efficacy indicators associated to this action plan"""
+
+    global_efficacy = wtypes.wsattr(types.jsontype, readonly=True)
+    """The global efficacy of this action plan"""
+
     state = wtypes.text
     """This action plan state"""
 
@@ -163,7 +253,6 @@ class ActionPlan(base.APIBase):
 
     def __init__(self, **kwargs):
         super(ActionPlan, self).__init__()
-
         self.fields = []
         fields = list(objects.ActionPlan.fields)
         for field in fields:
@@ -175,8 +264,13 @@ class ActionPlan(base.APIBase):
 
         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))
+        fields.append('strategy_uuid')
+        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))
 
@@ -184,12 +278,14 @@ class ActionPlan(base.APIBase):
     def _convert_with_links(action_plan, url, expand=True):
         if not expand:
             action_plan.unset_fields_except(
-                ['uuid', 'state', 'updated_at',
-                 'audit_uuid', 'first_action_uuid'])
+                ['uuid', 'state', 'efficacy_indicators', 'global_efficacy',
+                 'updated_at', 'audit_uuid', 'strategy_uuid', 'strategy_name',
+                 'first_action_uuid'])
 
-        action_plan.links = [link.Link.make_link(
-            'self', url,
-            'action_plans', action_plan.uuid),
+        action_plan.links = [
+            link.Link.make_link(
+                'self', url,
+                'action_plans', action_plan.uuid),
             link.Link.make_link(
                 'bookmark', url,
                 'action_plans', action_plan.uuid,
@@ -211,6 +307,12 @@ class ActionPlan(base.APIBase):
                      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',
+                                        'unit': '%'}]
+        sample._global_efficacy = {'description': 'Global efficacy',
+                                   'name': 'test_global_efficacy',
+                                   'unit': '%'}
         return cls._convert_with_links(sample, 'http://localhost:9322', expand)
 
 
@@ -226,8 +328,8 @@ class ActionPlanCollection(collection.Collection):
     @staticmethod
     def convert_with_links(rpc_action_plans, limit, url=None, expand=False,
                            **kwargs):
-        collection = ActionPlanCollection()
-        collection.action_plans = [ActionPlan.convert_with_links(
+        ap_collection = ActionPlanCollection()
+        ap_collection.action_plans = [ActionPlan.convert_with_links(
             p, expand) for p in rpc_action_plans]
 
         if 'sort_key' in kwargs:
@@ -235,13 +337,13 @@ class ActionPlanCollection(collection.Collection):
             if kwargs['sort_key'] == 'audit_uuid':
                 if 'sort_dir' in kwargs:
                     reverse = True if kwargs['sort_dir'] == 'desc' else False
-                collection.action_plans = sorted(
-                    collection.action_plans,
+                ap_collection.action_plans = sorted(
+                    ap_collection.action_plans,
                     key=lambda action_plan: action_plan.audit_uuid,
                     reverse=reverse)
 
-        collection.next = collection.get_next(limit, url=url, **kwargs)
-        return collection
+        ap_collection.next = ap_collection.get_next(limit, url=url, **kwargs)
+        return ap_collection
 
     @classmethod
     def sample(cls):
@@ -252,6 +354,7 @@ class ActionPlanCollection(collection.Collection):
 
 class ActionPlansController(rest.RestController):
     """REST controller for Actions."""
+
     def __init__(self):
         super(ActionPlansController, self).__init__()
 
@@ -265,7 +368,8 @@ class ActionPlansController(rest.RestController):
 
     def _get_action_plans_collection(self, marker, limit,
                                      sort_key, sort_dir, expand=False,
-                                     resource_url=None, audit_uuid=None):
+                                     resource_url=None, audit_uuid=None,
+                                     strategy=None):
 
         limit = api_utils.validate_limit(limit)
         api_utils.validate_sort_dir(sort_dir)
@@ -279,6 +383,12 @@ class ActionPlansController(rest.RestController):
         if audit_uuid:
             filters['audit_uuid'] = audit_uuid
 
+        if strategy:
+            if utils.is_uuid_like(strategy):
+                filters['strategy_uuid'] = strategy
+            else:
+                filters['strategy_name'] = strategy
+
         if sort_key == 'audit_uuid':
             sort_db_key = None
         else:
@@ -298,9 +408,9 @@ class ActionPlansController(rest.RestController):
             sort_dir=sort_dir)
 
     @wsme_pecan.wsexpose(ActionPlanCollection, types.uuid, int, wtypes.text,
-                         wtypes.text, types.uuid)
+                         wtypes.text, types.uuid, wtypes.text)
     def get_all(self, marker=None, limit=None,
-                sort_key='id', sort_dir='asc', audit_uuid=None):
+                sort_key='id', sort_dir='asc', audit_uuid=None, strategy=None):
         """Retrieve a list of action plans.
 
         :param marker: pagination marker for large data sets.
@@ -309,14 +419,20 @@ class ActionPlansController(rest.RestController):
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         :param audit_uuid: Optional UUID of an audit, to get only actions
             for that audit.
+        :param strategy: strategy UUID or name to filter by
         """
+        context = pecan.request.context
+        policy.enforce(context, 'action_plan:get_all',
+                       action='action_plan:get_all')
+
         return self._get_action_plans_collection(
-            marker, limit, sort_key, sort_dir, audit_uuid=audit_uuid)
+            marker, limit, sort_key, sort_dir,
+            audit_uuid=audit_uuid, strategy=strategy)
 
     @wsme_pecan.wsexpose(ActionPlanCollection, types.uuid, int, wtypes.text,
-                         wtypes.text, types.uuid)
+                         wtypes.text, types.uuid, wtypes.text)
     def detail(self, marker=None, limit=None,
-               sort_key='id', sort_dir='asc', audit_uuid=None):
+               sort_key='id', sort_dir='asc', audit_uuid=None, strategy=None):
         """Retrieve a list of action_plans with detail.
 
         :param marker: pagination marker for large data sets.
@@ -325,7 +441,12 @@ class ActionPlansController(rest.RestController):
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         :param audit_uuid: Optional UUID of an audit, to get only actions
             for that audit.
+        :param strategy: strategy UUID or name to filter by
         """
+        context = pecan.request.context
+        policy.enforce(context, 'action_plan:detail',
+                       action='action_plan:detail')
+
         # NOTE(lucasagomes): /detail should only work agaist collections
         parent = pecan.request.path.split('/')[:-1][-1]
         if parent != "action_plans":
@@ -334,9 +455,8 @@ class ActionPlansController(rest.RestController):
         expand = True
         resource_url = '/'.join(['action_plans', 'detail'])
         return self._get_action_plans_collection(
-            marker, limit,
-            sort_key, sort_dir, expand,
-            resource_url, audit_uuid=audit_uuid)
+            marker, limit, sort_key, sort_dir, expand,
+            resource_url, audit_uuid=audit_uuid, strategy=strategy)
 
     @wsme_pecan.wsexpose(ActionPlan, types.uuid)
     def get_one(self, action_plan_uuid):
@@ -347,8 +467,11 @@ class ActionPlansController(rest.RestController):
         if self.from_actionsPlans:
             raise exception.OperationNotPermitted
 
-        action_plan = objects.ActionPlan.get_by_uuid(
-            pecan.request.context, action_plan_uuid)
+        context = pecan.request.context
+        action_plan = api_utils.get_resource('ActionPlan', action_plan_uuid)
+        policy.enforce(
+            context, 'action_plan:get', action_plan, action='action_plan:get')
+
         return ActionPlan.convert_with_links(action_plan)
 
     @wsme_pecan.wsexpose(None, types.uuid, status_code=204)
@@ -357,11 +480,12 @@ class ActionPlansController(rest.RestController):
 
         :param action_plan_uuid: UUID of a action.
         """
+        context = pecan.request.context
+        action_plan = api_utils.get_resource('ActionPlan', action_plan_uuid)
+        policy.enforce(context, 'action_plan:delete', action_plan,
+                       action='action_plan:delete')
 
-        action_plan_to_delete = objects.ActionPlan.get_by_uuid(
-            pecan.request.context,
-            action_plan_uuid)
-        action_plan_to_delete.soft_delete()
+        action_plan.soft_delete()
 
     @wsme.validate(types.uuid, [ActionPlanPatchType])
     @wsme_pecan.wsexpose(ActionPlan, types.uuid,
@@ -376,9 +500,12 @@ class ActionPlansController(rest.RestController):
         if self.from_actionsPlans:
             raise exception.OperationNotPermitted
 
-        action_plan_to_update = objects.ActionPlan.get_by_uuid(
-            pecan.request.context,
-            action_plan_uuid)
+        context = pecan.request.context
+        action_plan_to_update = api_utils.get_resource('ActionPlan',
+                                                       action_plan_uuid)
+        policy.enforce(context, 'action_plan:update', action_plan_to_update,
+                       action='action_plan:update')
+
         try:
             action_plan_dict = action_plan_to_update.as_dict()
             action_plan = ActionPlan(**api_utils.apply_jsonpatch(
@@ -427,8 +554,8 @@ class ActionPlansController(rest.RestController):
             if action_plan_to_update[field] != patch_val:
                 action_plan_to_update[field] = patch_val
 
-            if (field == 'state'
-                    and patch_val == objects.action_plan.State.PENDING):
+            if (field == 'state'and
+                    patch_val == objects.action_plan.State.PENDING):
                 launch_action_plan = True
 
         action_plan_to_update.save()

watcher/api/controllers/v1/audit.py

@@ -44,6 +44,7 @@ from watcher.api.controllers.v1 import collection
 from watcher.api.controllers.v1 import types
 from watcher.api.controllers.v1 import utils as api_utils
 from watcher.common import exception
+from watcher.common import policy
 from watcher.common import utils
 from watcher.decision_engine import rpcapi
 from watcher import objects
@@ -51,31 +52,91 @@ from watcher import objects
 
 class AuditPostType(wtypes.Base):
 
-    audit_template_uuid = wtypes.wsattr(types.uuid, mandatory=True)
+    audit_template_uuid = wtypes.wsattr(types.uuid, mandatory=False)
 
-    type = wtypes.wsattr(wtypes.text, mandatory=True)
+    goal = wtypes.wsattr(wtypes.text, mandatory=False)
+
+    strategy = wtypes.wsattr(wtypes.text, mandatory=False)
+
+    audit_type = wtypes.wsattr(wtypes.text, mandatory=True)
 
     deadline = wtypes.wsattr(datetime.datetime, mandatory=False)
 
     state = wsme.wsattr(wtypes.text, readonly=True,
                         default=objects.audit.State.PENDING)
 
-    def as_audit(self):
-        audit_type_values = [val.value for val in objects.audit.AuditType]
-        if self.type not in audit_type_values:
-            raise exception.AuditTypeNotFound(audit_type=self.type)
+    parameters = wtypes.wsattr({wtypes.text: types.jsontype}, mandatory=False,
+                               default={})
+    interval = wsme.wsattr(int, mandatory=False)
 
+    host_aggregate = wsme.wsattr(wtypes.IntegerType(minimum=1),
+                                 mandatory=False)
+
+    def as_audit(self, context):
+        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 not in (wtypes.Unset, None)):
+            raise exception.AuditIntervalNotAllowed(audit_type=self.audit_type)
+
+        if (self.audit_type == objects.audit.AuditType.CONTINUOUS.value and
+           self.interval in (wtypes.Unset, None)):
+            raise exception.AuditIntervalNotSpecified(
+                audit_type=self.audit_type)
+
+        # If audit_template_uuid was provided, we will provide any
+        # variables not included in the request, but not override
+        # those variables that were included.
+        if self.audit_template_uuid:
+            try:
+                audit_template = objects.AuditTemplate.get(
+                    context, self.audit_template_uuid)
+            except exception.AuditTemplateNotFound:
+                raise exception.Invalid(
+                    message=_('The audit template UUID or name specified is '
+                              'invalid'))
+            at2a = {
+                'goal': 'goal_id',
+                'strategy': 'strategy_id',
+                'host_aggregate': 'host_aggregate'
+            }
+            to_string_fields = set(['goal', 'strategy'])
+            for k in at2a:
+                if not getattr(self, k):
+                    try:
+                        at_attr = getattr(audit_template, at2a[k])
+                        if at_attr and (k in to_string_fields):
+                            at_attr = str(at_attr)
+                        setattr(self, k, at_attr)
+                    except AttributeError:
+                        pass
         return Audit(
-            audit_template_id=self.audit_template_uuid,
-            type=self.type,
-            deadline=self.deadline)
+            audit_type=self.audit_type,
+            deadline=self.deadline,
+            parameters=self.parameters,
+            goal_id=self.goal,
+            host_aggregate=self.host_aggregate,
+            strategy_id=self.strategy,
+            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):
@@ -84,50 +145,89 @@ class Audit(base.APIBase):
     This class enforces type checking and value constraints, and converts
     between the internal object model and the API representation of a audit.
     """
-    _audit_template_uuid = None
-    _audit_template_name = None
+    _goal_uuid = None
+    _goal_name = None
+    _strategy_uuid = None
+    _strategy_name = None
 
-    def _get_audit_template(self, value):
+    def _get_goal(self, value):
         if value == wtypes.Unset:
             return None
-        audit_template = None
+        goal = None
         try:
             if utils.is_uuid_like(value) or utils.is_int_like(value):
-                audit_template = objects.AuditTemplate.get(
+                goal = objects.Goal.get(
                     pecan.request.context, value)
             else:
-                audit_template = objects.AuditTemplate.get_by_name(
+                goal = objects.Goal.get_by_name(
                     pecan.request.context, value)
-        except exception.AuditTemplateNotFound:
+        except exception.GoalNotFound:
             pass
-        if audit_template:
-            self.audit_template_id = audit_template.id
-        return audit_template
+        if goal:
+            self.goal_id = goal.id
+        return goal
 
-    def _get_audit_template_uuid(self):
-        return self._audit_template_uuid
+    def _get_goal_uuid(self):
+        return self._goal_uuid
 
-    def _set_audit_template_uuid(self, value):
-        if value and self._audit_template_uuid != value:
-            self._audit_template_uuid = None
-            audit_template = self._get_audit_template(value)
-            if audit_template:
-                self._audit_template_uuid = audit_template.uuid
+    def _set_goal_uuid(self, value):
+        if value and self._goal_uuid != value:
+            self._goal_uuid = None
+            goal = self._get_goal(value)
+            if goal:
+                self._goal_uuid = goal.uuid
 
-    def _get_audit_template_name(self):
-        return self._audit_template_name
+    def _get_goal_name(self):
+        return self._goal_name
 
-    def _set_audit_template_name(self, value):
-        if value and self._audit_template_name != value:
-            self._audit_template_name = None
-            audit_template = self._get_audit_template(value)
-            if audit_template:
-                self._audit_template_name = audit_template.name
+    def _set_goal_name(self, value):
+        if value and self._goal_name != value:
+            self._goal_name = None
+            goal = self._get_goal(value)
+            if goal:
+                self._goal_name = goal.name
+
+    def _get_strategy(self, value):
+        if value == wtypes.Unset:
+            return None
+        strategy = None
+        try:
+            if utils.is_uuid_like(value) or utils.is_int_like(value):
+                strategy = objects.Strategy.get(
+                    pecan.request.context, value)
+            else:
+                strategy = objects.Strategy.get_by_name(
+                    pecan.request.context, value)
+        except exception.StrategyNotFound:
+            pass
+        if strategy:
+            self.strategy_id = strategy.id
+        return strategy
+
+    def _get_strategy_uuid(self):
+        return self._strategy_uuid
+
+    def _set_strategy_uuid(self, value):
+        if value and self._strategy_uuid != value:
+            self._strategy_uuid = None
+            strategy = self._get_strategy(value)
+            if strategy:
+                self._strategy_uuid = strategy.uuid
+
+    def _get_strategy_name(self):
+        return self._strategy_name
+
+    def _set_strategy_name(self, value):
+        if value and self._strategy_name != value:
+            self._strategy_name = None
+            strategy = self._get_strategy(value)
+            if strategy:
+                self._strategy_name = strategy.name
 
     uuid = types.uuid
     """Unique UUID for this audit"""
 
-    type = wtypes.text
+    audit_type = wtypes.text
     """Type of this audit"""
 
     deadline = datetime.datetime
@@ -136,25 +236,37 @@ class Audit(base.APIBase):
     state = wtypes.text
     """This audit state"""
 
-    audit_template_uuid = wsme.wsproperty(wtypes.text,
-                                          _get_audit_template_uuid,
-                                          _set_audit_template_uuid,
-                                          mandatory=True)
-    """The UUID of the audit template this audit refers to"""
+    goal_uuid = wsme.wsproperty(
+        wtypes.text, _get_goal_uuid, _set_goal_uuid, mandatory=True)
+    """Goal UUID the audit template refers to"""
 
-    audit_template_name = wsme.wsproperty(wtypes.text,
-                                          _get_audit_template_name,
-                                          _set_audit_template_name,
-                                          mandatory=False)
-    """The name of the audit template this audit refers to"""
+    goal_name = wsme.wsproperty(
+        wtypes.text, _get_goal_name, _set_goal_name, mandatory=False)
+    """The name of the goal this audit template refers to"""
+
+    strategy_uuid = wsme.wsproperty(
+        wtypes.text, _get_strategy_uuid, _set_strategy_uuid, mandatory=False)
+    """Strategy UUID the audit template refers to"""
+
+    strategy_name = wsme.wsproperty(
+        wtypes.text, _get_strategy_name, _set_strategy_name, mandatory=False)
+    """The name of the strategy this audit template refers to"""
+
+    parameters = {wtypes.text: types.jsontype}
+    """The strategy parameters for this audit"""
 
     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)"""
+
+    host_aggregate = wtypes.IntegerType(minimum=1)
+    """ID of the Nova host aggregate targeted by the audit template"""
+
     def __init__(self, **kwargs):
         self.fields = []
         fields = list(objects.Audit.fields)
-
         for k in fields:
             # Skip fields we do not expose.
             if not hasattr(self, k):
@@ -162,27 +274,28 @@ class Audit(base.APIBase):
             self.fields.append(k)
             setattr(self, k, kwargs.get(k, wtypes.Unset))
 
-        self.fields.append('audit_template_id')
-
-        # audit_template_uuid & audit_template_name are not part of
-        # objects.Audit.fields because they're API-only attributes.
-        fields.append('audit_template_uuid')
-        setattr(self, 'audit_template_uuid', kwargs.get('audit_template_id',
+        self.fields.append('goal_id')
+        self.fields.append('strategy_id')
+        fields.append('goal_uuid')
+        setattr(self, 'goal_uuid', kwargs.get('goal_id',
                 wtypes.Unset))
-        fields.append('audit_template_name')
-        setattr(self, 'audit_template_name', kwargs.get('audit_template_id',
+        fields.append('goal_name')
+        setattr(self, 'goal_name', kwargs.get('goal_id',
+                wtypes.Unset))
+        fields.append('strategy_uuid')
+        setattr(self, 'strategy_uuid', kwargs.get('strategy_id',
+                wtypes.Unset))
+        fields.append('strategy_name')
+        setattr(self, 'strategy_name', kwargs.get('strategy_id',
                 wtypes.Unset))
 
     @staticmethod
     def _convert_with_links(audit, url, expand=True):
         if not expand:
-            audit.unset_fields_except(['uuid', 'type', 'deadline',
-                                       'state', 'audit_template_uuid',
-                                       'audit_template_name'])
-
-        # The numeric ID should not be exposed to
-        # the user, it's internal only.
-        audit.audit_template_id = wtypes.Unset
+            audit.unset_fields_except(['uuid', 'audit_type', 'deadline',
+                                       'state', 'goal_uuid', 'interval',
+                                       'strategy_uuid', 'host_aggregate',
+                                       'goal_name', 'strategy_name'])
 
         audit.links = [link.Link.make_link('self', url,
                                            'audits', audit.uuid),
@@ -201,13 +314,17 @@ class Audit(base.APIBase):
     @classmethod
     def sample(cls, expand=True):
         sample = cls(uuid='27e3153e-d5bf-4b7e-b517-fb518e17f34c',
-                     type='ONESHOT',
+                     audit_type='ONESHOT',
                      state='PENDING',
                      deadline=None,
                      created_at=datetime.datetime.utcnow(),
                      deleted_at=None,
-                     updated_at=datetime.datetime.utcnow())
-        sample._audit_template_uuid = '7ae81bb3-dec3-4289-8d6c-da80bd8001ae'
+                     updated_at=datetime.datetime.utcnow(),
+                     interval=7200)
+
+        sample.goal_id = '7ae81bb3-dec3-4289-8d6c-da80bd8001ae'
+        sample.strategy_id = '7ae81bb3-dec3-4289-8d6c-da80bd8001ff'
+        sample.host_aggregate = 1
         return cls._convert_with_links(sample, 'http://localhost:9322', expand)
 
 
@@ -230,12 +347,12 @@ class AuditCollection(collection.Collection):
 
         if 'sort_key' in kwargs:
             reverse = False
-            if kwargs['sort_key'] == 'audit_template_uuid':
+            if kwargs['sort_key'] == 'goal_uuid':
                 if 'sort_dir' in kwargs:
                     reverse = True if kwargs['sort_dir'] == 'desc' else False
                 collection.audits = sorted(
                     collection.audits,
-                    key=lambda audit: audit.audit_template_uuid,
+                    key=lambda audit: audit.goal_uuid,
                     reverse=reverse)
 
         collection.next = collection.get_next(limit, url=url, **kwargs)
@@ -263,24 +380,34 @@ class AuditsController(rest.RestController):
 
     def _get_audits_collection(self, marker, limit,
                                sort_key, sort_dir, expand=False,
-                               resource_url=None, audit_template=None):
+                               resource_url=None, goal=None,
+                               strategy=None, host_aggregate=None):
         limit = api_utils.validate_limit(limit)
         api_utils.validate_sort_dir(sort_dir)
-
         marker_obj = None
         if marker:
             marker_obj = objects.Audit.get_by_uuid(pecan.request.context,
                                                    marker)
 
         filters = {}
-        if audit_template:
-            if utils.is_uuid_like(audit_template):
-                filters['audit_template_uuid'] = audit_template
+        if goal:
+            if utils.is_uuid_like(goal):
+                filters['goal_uuid'] = goal
             else:
-                filters['audit_template_name'] = audit_template
+                # TODO(michaelgugino): add method to get goal by name.
+                filters['goal_name'] = goal
 
-        if sort_key == 'audit_template_uuid':
-            sort_db_key = None
+        if strategy:
+            if utils.is_uuid_like(strategy):
+                filters['strategy_uuid'] = strategy
+            else:
+                # TODO(michaelgugino): add method to get goal by name.
+                filters['strategy_name'] = strategy
+
+        if sort_key == 'goal_uuid':
+            sort_db_key = 'goal_id'
+        elif sort_key == 'strategy_uuid':
+            sort_db_key = 'strategy_id'
         else:
             sort_db_key = sort_key
 
@@ -296,33 +423,46 @@ class AuditsController(rest.RestController):
                                                   sort_dir=sort_dir)
 
     @wsme_pecan.wsexpose(AuditCollection, types.uuid, int, wtypes.text,
-                         wtypes.text, wtypes.text)
+                         wtypes.text, wtypes.text, wtypes.text, int)
     def get_all(self, marker=None, limit=None,
-                sort_key='id', sort_dir='asc', audit_template=None):
+                sort_key='id', sort_dir='asc', goal=None,
+                strategy=None, host_aggregate=None):
         """Retrieve a list of audits.
 
         :param marker: pagination marker for large data sets.
         :param limit: maximum number of resources to return in a single result.
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
-        :param audit_template: Optional UUID or name of an audit
-         template, to get only audits for that audit template.
+         id.
+        :param goal: goal UUID or name to filter by
+        :param strategy: strategy UUID or name to filter by
+        :param host_aggregate: Optional host_aggregate
         """
-        return self._get_audits_collection(marker, limit, sort_key,
-                                           sort_dir,
-                                           audit_template=audit_template)
 
-    @wsme_pecan.wsexpose(AuditCollection, types.uuid, int, wtypes.text,
-                         wtypes.text)
-    def detail(self, marker=None, limit=None,
+        context = pecan.request.context
+        policy.enforce(context, 'audit:get_all',
+                       action='audit:get_all')
+
+        return self._get_audits_collection(marker, limit, sort_key,
+                                           sort_dir, goal=goal,
+                                           strategy=strategy,
+                                           host_aggregate=host_aggregate)
+
+    @wsme_pecan.wsexpose(AuditCollection, wtypes.text, types.uuid, int,
+                         wtypes.text, wtypes.text)
+    def detail(self, goal=None, marker=None, limit=None,
                sort_key='id', sort_dir='asc'):
         """Retrieve a list of audits with detail.
 
+        :param goal: goal UUID or name to filter by
         :param marker: pagination marker for large data sets.
         :param limit: maximum number of resources to return in a single result.
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'audit:detail',
+                       action='audit:detail')
         # NOTE(lucasagomes): /detail should only work agaist collections
         parent = pecan.request.path.split('/')[:-1][-1]
         if parent != "audits":
@@ -332,7 +472,8 @@ class AuditsController(rest.RestController):
         resource_url = '/'.join(['audits', 'detail'])
         return self._get_audits_collection(marker, limit,
                                            sort_key, sort_dir, expand,
-                                           resource_url)
+                                           resource_url,
+                                           goal=goal)
 
     @wsme_pecan.wsexpose(Audit, types.uuid)
     def get_one(self, audit_uuid):
@@ -343,8 +484,10 @@ class AuditsController(rest.RestController):
         if self.from_audits:
             raise exception.OperationNotPermitted
 
-        rpc_audit = objects.Audit.get_by_uuid(pecan.request.context,
-                                              audit_uuid)
+        context = pecan.request.context
+        rpc_audit = api_utils.get_resource('Audit', audit_uuid)
+        policy.enforce(context, 'audit:get', rpc_audit, action='audit:get')
+
         return Audit.convert_with_links(rpc_audit)
 
     @wsme_pecan.wsexpose(Audit, body=AuditPostType, status_code=201)
@@ -353,17 +496,39 @@ class AuditsController(rest.RestController):
 
         :param audit_p: a audit within the request body.
         """
-        audit = audit_p.as_audit()
+        context = pecan.request.context
+        policy.enforce(context, 'audit:create',
+                       action='audit:create')
+        audit = audit_p.as_audit(context)
+
         if self.from_audits:
             raise exception.OperationNotPermitted
 
-        if not audit._audit_template_uuid:
+        if not audit._goal_uuid:
             raise exception.Invalid(
-                message=_('The audit template UUID or name specified is '
-                          'invalid'))
+                message=_('A valid goal_id or audit_template_id '
+                          'must be provided'))
+
+        strategy_uuid = audit.strategy_uuid
+        no_schema = True
+        if strategy_uuid is not None:
+            # validate parameter when predefined strategy in audit template
+            strategy = objects.Strategy.get(pecan.request.context,
+                                            strategy_uuid)
+            schema = strategy.parameters_spec
+            if schema:
+                # validate input parameter with default value feedback
+                no_schema = False
+                utils.StrictDefaultValidatingDraft4Validator(schema).validate(
+                    audit.parameters)
+
+        if no_schema and audit.parameters:
+            raise exception.Invalid(_('Specify parameters but no predefined '
+                                      'strategy for audit template, or no '
+                                      'parameter spec in predefined strategy'))
 
         audit_dict = audit.as_dict()
-        context = pecan.request.context
+
         new_audit = objects.Audit(context, **audit_dict)
         new_audit.create(context)
 
@@ -372,8 +537,9 @@ 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)
 
@@ -388,8 +554,15 @@ class AuditsController(rest.RestController):
         if self.from_audits:
             raise exception.OperationNotPermitted
 
+        context = pecan.request.context
+        audit_to_update = api_utils.get_resource('Audit',
+                                                 audit_uuid)
+        policy.enforce(context, 'audit:update', audit_to_update,
+                       action='audit:update')
+
         audit_to_update = objects.Audit.get_by_uuid(pecan.request.context,
                                                     audit_uuid)
+
         try:
             audit_dict = audit_to_update.as_dict()
             audit = Audit(**api_utils.apply_jsonpatch(audit_dict, patch))
@@ -417,8 +590,9 @@ class AuditsController(rest.RestController):
 
         :param audit_uuid: UUID of a audit.
         """
+        context = pecan.request.context
+        audit_to_delete = api_utils.get_resource('Audit', audit_uuid)
+        policy.enforce(context, 'audit:update', audit_to_delete,
+                       action='audit:update')
 
-        audit_to_delete = objects.Audit.get_by_uuid(
-            pecan.request.context,
-            audit_uuid)
         audit_to_delete.soft_delete()

watcher/api/controllers/v1/audit_template.py

@@ -64,6 +64,7 @@ from watcher.api.controllers.v1 import types
 from watcher.api.controllers.v1 import utils as api_utils
 from watcher.common import context as context_utils
 from watcher.common import exception
+from watcher.common import policy
 from watcher.common import utils as common_utils
 from watcher import objects
 
@@ -493,6 +494,9 @@ class AuditTemplatesController(rest.RestController):
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'audit_template:get_all',
+                       action='audit_template:get_all')
         filters = {}
         if goal:
             if common_utils.is_uuid_like(goal):
@@ -522,6 +526,10 @@ class AuditTemplatesController(rest.RestController):
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'audit_template:detail',
+                       action='audit_template:detail')
+
         # NOTE(lucasagomes): /detail should only work agaist collections
         parent = pecan.request.path.split('/')[:-1][-1]
         if parent != "audit_templates":
@@ -555,14 +563,11 @@ class AuditTemplatesController(rest.RestController):
         if self.from_audit_templates:
             raise exception.OperationNotPermitted
 
-        if common_utils.is_uuid_like(audit_template):
-            rpc_audit_template = objects.AuditTemplate.get_by_uuid(
-                pecan.request.context,
-                audit_template)
-        else:
-            rpc_audit_template = objects.AuditTemplate.get_by_name(
-                pecan.request.context,
-                audit_template)
+        context = pecan.request.context
+        rpc_audit_template = api_utils.get_resource('AuditTemplate',
+                                                    audit_template)
+        policy.enforce(context, 'audit_template:get', rpc_audit_template,
+                       action='audit_template:get')
 
         return AuditTemplate.convert_with_links(rpc_audit_template)
 
@@ -578,6 +583,10 @@ class AuditTemplatesController(rest.RestController):
         if self.from_audit_templates:
             raise exception.OperationNotPermitted
 
+        context = pecan.request.context
+        policy.enforce(context, 'audit_template:create',
+                       action='audit_template:create')
+
         context = pecan.request.context
         audit_template = audit_template_postdata.as_audit_template()
         audit_template_dict = audit_template.as_dict()
@@ -602,6 +611,13 @@ class AuditTemplatesController(rest.RestController):
         if self.from_audit_templates:
             raise exception.OperationNotPermitted
 
+        context = pecan.request.context
+        audit_template_to_update = api_utils.get_resource('AuditTemplate',
+                                                          audit_template)
+        policy.enforce(context, 'audit_template:update',
+                       audit_template_to_update,
+                       action='audit_template:update')
+
         if common_utils.is_uuid_like(audit_template):
             audit_template_to_update = objects.AuditTemplate.get_by_uuid(
                 pecan.request.context,
@@ -639,14 +655,11 @@ class AuditTemplatesController(rest.RestController):
 
         :param audit template_uuid: UUID or name of an audit template.
         """
-
-        if common_utils.is_uuid_like(audit_template):
-            audit_template_to_delete = objects.AuditTemplate.get_by_uuid(
-                pecan.request.context,
-                audit_template)
-        else:
-            audit_template_to_delete = objects.AuditTemplate.get_by_name(
-                pecan.request.context,
-                audit_template)
+        context = pecan.request.context
+        audit_template_to_delete = api_utils.get_resource('AuditTemplate',
+                                                          audit_template)
+        policy.enforce(context, 'audit_template:update',
+                       audit_template_to_delete,
+                       action='audit_template:update')
 
         audit_template_to_delete.soft_delete()

watcher/api/controllers/v1/collection.py

@@ -35,7 +35,7 @@ class Collection(base.APIBase):
         """Return whether collection has more items."""
         return len(self.collection) and len(self.collection) == limit
 
-    def get_next(self, limit, url=None, **kwargs):
+    def get_next(self, limit, url=None, marker_field="uuid", **kwargs):
         """Return a link to the next subset of the collection."""
         if not self.has_next(limit):
             return wtypes.Unset
@@ -44,7 +44,7 @@ class Collection(base.APIBase):
         q_args = ''.join(['%s=%s&' % (key, kwargs[key]) for key in kwargs])
         next_args = '?%(args)slimit=%(limit)d&marker=%(marker)s' % {
             'args': q_args, 'limit': limit,
-            'marker': getattr(self.collection[-1], "uuid")}
+            'marker': getattr(self.collection[-1], marker_field)}
 
         return link.Link.make_link('next', pecan.request.host_url,
                                    resource_url, next_args).href

watcher/api/controllers/v1/efficacy_indicator.py

@@ -0,0 +1,72 @@
+# -*- encoding: utf-8 -*-
+# Copyright (c) 2016 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.
+
+"""
+An efficacy indicator is a single value that gives an indication on how the
+:ref:`solution <solution_definition>` produced by a given :ref:`strategy
+<strategy_definition>` performed. These efficacy indicators are specific to a
+given :ref:`goal <goal_definition>` and are usually used to compute the
+:ref:`gobal efficacy <efficacy_definition>` of the resulting :ref:`action plan
+<action_plan_definition>`.
+
+In Watcher, these efficacy indicators are specified alongside the goal they
+relate to. When a strategy (which always relates to a goal) is executed, it
+produces a solution containing the efficacy indicators specified by the goal.
+This solution, which has been translated by the :ref:`Watcher Planner
+<watcher_planner_definition>` into an action plan, will see its indicators and
+global efficacy stored and would now be accessible through the :ref:`Watcher
+API <archi_watcher_api_definition>`.
+"""
+
+import numbers
+
+from wsme import types as wtypes
+
+from watcher.api.controllers import base
+from watcher import objects
+
+
+class EfficacyIndicator(base.APIBase):
+    """API representation of a efficacy indicator.
+
+    This class enforces type checking and value constraints, and converts
+    between the internal object model and the API representation of an
+    efficacy indicator.
+    """
+
+    name = wtypes.wsattr(wtypes.text, mandatory=True)
+    """Name of this efficacy indicator"""
+
+    description = wtypes.wsattr(wtypes.text, mandatory=False)
+    """Description of this efficacy indicator"""
+
+    unit = wtypes.wsattr(wtypes.text, mandatory=False)
+    """Unit of this efficacy indicator"""
+
+    value = wtypes.wsattr(numbers.Number, mandatory=True)
+    """Value of this efficacy indicator"""
+
+    def __init__(self, **kwargs):
+        super(EfficacyIndicator, self).__init__()
+
+        self.fields = []
+        fields = list(objects.EfficacyIndicator.fields)
+        for field in fields:
+            # Skip fields we do not expose.
+            if not hasattr(self, field):
+                continue
+            self.fields.append(field)
+            setattr(self, field, kwargs.get(field, wtypes.Unset))

watcher/api/controllers/v1/goal.py

@@ -32,8 +32,6 @@ Here are some examples of :ref:`Goals <goal_definition>`:
    modification, ...
 """
 
-from oslo_config import cfg
-
 import pecan
 from pecan import rest
 import wsme
@@ -46,11 +44,9 @@ from watcher.api.controllers.v1 import collection
 from watcher.api.controllers.v1 import types
 from watcher.api.controllers.v1 import utils as api_utils
 from watcher.common import exception
-from watcher.common import utils as common_utils
+from watcher.common import policy
 from watcher import objects
 
-CONF = cfg.CONF
-
 
 class Goal(base.APIBase):
     """API representation of a goal.
@@ -68,24 +64,28 @@ class Goal(base.APIBase):
     display_name = wtypes.text
     """Localized name of the goal"""
 
+    efficacy_specification = wtypes.wsattr(types.jsontype, readonly=True)
+    """Efficacy specification for this goal"""
+
     links = wsme.wsattr([link.Link], readonly=True)
     """A list containing a self link and associated audit template links"""
 
     def __init__(self, **kwargs):
-        super(Goal, self).__init__()
-
         self.fields = []
-        self.fields.append('uuid')
-        self.fields.append('name')
-        self.fields.append('display_name')
-        setattr(self, 'uuid', kwargs.get('uuid', wtypes.Unset))
-        setattr(self, 'name', kwargs.get('name', wtypes.Unset))
-        setattr(self, 'display_name', kwargs.get('display_name', wtypes.Unset))
+        fields = list(objects.Goal.fields)
+
+        for k in fields:
+            # Skip fields we do not expose.
+            if not hasattr(self, k):
+                continue
+            self.fields.append(k)
+            setattr(self, k, kwargs.get(k, wtypes.Unset))
 
     @staticmethod
     def _convert_with_links(goal, url, expand=True):
         if not expand:
-            goal.unset_fields_except(['uuid', 'name', 'display_name'])
+            goal.unset_fields_except(['uuid', 'name', 'display_name',
+                                      'efficacy_specification'])
 
         goal.links = [link.Link.make_link('self', url,
                                           'goals', goal.uuid),
@@ -101,9 +101,16 @@ class Goal(base.APIBase):
 
     @classmethod
     def sample(cls, expand=True):
-        sample = cls(uuid='27e3153e-d5bf-4b7e-b517-fb518e17f34c',
-                     name='DUMMY',
-                     display_name='Dummy strategy')
+        sample = cls(
+            uuid='27e3153e-d5bf-4b7e-b517-fb518e17f34c',
+            name='DUMMY',
+            display_name='Dummy strategy',
+            efficacy_specification=[
+                {'description': 'Dummy indicator', 'name': 'dummy',
+                 'schema': 'Range(min=0, max=100, min_included=True, '
+                           'max_included=True, msg=None)',
+                 'unit': '%'}
+            ])
         return cls._convert_with_links(sample, 'http://localhost:9322', expand)
 
 
@@ -190,6 +197,9 @@ class GoalsController(rest.RestController):
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'goal:get_all',
+                       action='goal:get_all')
         return self._get_goals_collection(marker, limit, sort_key, sort_dir)
 
     @wsme_pecan.wsexpose(GoalCollection, wtypes.text, int,
@@ -202,6 +212,9 @@ class GoalsController(rest.RestController):
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'goal:detail',
+                       action='goal:detail')
         # NOTE(lucasagomes): /detail should only work agaist collections
         parent = pecan.request.path.split('/')[:-1][-1]
         if parent != "goals":
@@ -220,11 +233,8 @@ class GoalsController(rest.RestController):
         if self.from_goals:
             raise exception.OperationNotPermitted
 
-        if common_utils.is_uuid_like(goal):
-            get_goal_func = objects.Goal.get_by_uuid
-        else:
-            get_goal_func = objects.Goal.get_by_name
-
-        rpc_goal = get_goal_func(pecan.request.context, goal)
+        context = pecan.request.context
+        rpc_goal = api_utils.get_resource('Goal', goal)
+        policy.enforce(context, 'goal:get', rpc_goal, action='goal:get')
 
         return Goal.convert_with_links(rpc_goal)

watcher/api/controllers/v1/scoring_engine.py

@@ -0,0 +1,248 @@
+# -*- encoding: utf-8 -*-
+# Copyright 2016 Intel
+# All Rights Reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#    http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
+# implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+
+"""
+A :ref:`Scoring Engine <scoring_engine_definition>` is an executable that has
+a well-defined input, a well-defined output, and performs a purely mathematical
+task. That is, the calculation does not depend on the environment in which it
+is running - it would produce the same result anywhere.
+
+Because there might be multiple algorithms used to build a particular data
+model (and therefore a scoring engine), the usage of scoring engine might
+vary. A metainfo field is supposed to contain any information which might
+be needed by the user of a given scoring engine.
+"""
+
+import pecan
+from pecan import rest
+import wsme
+from wsme import types as wtypes
+import wsmeext.pecan as wsme_pecan
+
+from watcher.api.controllers import base
+from watcher.api.controllers import link
+from watcher.api.controllers.v1 import collection
+from watcher.api.controllers.v1 import types
+from watcher.api.controllers.v1 import utils as api_utils
+from watcher.common import exception
+from watcher.common import policy
+from watcher import objects
+
+
+class ScoringEngine(base.APIBase):
+    """API representation of a scoring engine.
+
+    This class enforces type checking and value constraints, and converts
+    between the internal object model and the API representation of a scoring
+    engine.
+    """
+
+    uuid = types.uuid
+    """Unique UUID of the scoring engine"""
+
+    name = wtypes.text
+    """The name of the scoring engine"""
+
+    description = wtypes.text
+    """A human readable description of the Scoring Engine"""
+
+    metainfo = wtypes.text
+    """A metadata associated with the scoring engine"""
+
+    links = wsme.wsattr([link.Link], readonly=True)
+    """A list containing a self link and associated action links"""
+
+    def __init__(self, **kwargs):
+        super(ScoringEngine, self).__init__()
+
+        self.fields = []
+        self.fields.append('uuid')
+        self.fields.append('name')
+        self.fields.append('description')
+        self.fields.append('metainfo')
+        setattr(self, 'uuid', kwargs.get('uuid', wtypes.Unset))
+        setattr(self, 'name', kwargs.get('name', wtypes.Unset))
+        setattr(self, 'description', kwargs.get('description', wtypes.Unset))
+        setattr(self, 'metainfo', kwargs.get('metainfo', wtypes.Unset))
+
+    @staticmethod
+    def _convert_with_links(se, url, expand=True):
+        if not expand:
+            se.unset_fields_except(
+                ['uuid', 'name', 'description', 'metainfo'])
+
+        se.links = [link.Link.make_link('self', url,
+                                        'scoring_engines', se.uuid),
+                    link.Link.make_link('bookmark', url,
+                                        'scoring_engines', se.uuid,
+                                        bookmark=True)]
+        return se
+
+    @classmethod
+    def convert_with_links(cls, scoring_engine, expand=True):
+        scoring_engine = ScoringEngine(**scoring_engine.as_dict())
+        return cls._convert_with_links(
+            scoring_engine, pecan.request.host_url, expand)
+
+    @classmethod
+    def sample(cls, expand=True):
+        sample = cls(uuid='81bbd3c7-3b08-4d12-a268-99354dbf7b71',
+                     name='sample-se-123',
+                     description='Sample Scoring Engine 123 just for testing')
+        return cls._convert_with_links(sample, 'http://localhost:9322', expand)
+
+
+class ScoringEngineCollection(collection.Collection):
+    """API representation of a collection of scoring engines."""
+
+    scoring_engines = [ScoringEngine]
+    """A list containing scoring engine objects"""
+
+    def __init__(self, **kwargs):
+        super(ScoringEngineCollection, self).__init__()
+        self._type = 'scoring_engines'
+
+    @staticmethod
+    def convert_with_links(scoring_engines, limit, url=None, expand=False,
+                           **kwargs):
+
+        collection = ScoringEngineCollection()
+        collection.scoring_engines = [ScoringEngine.convert_with_links(
+            se, expand) for se in scoring_engines]
+
+        if 'sort_key' in kwargs:
+            reverse = False
+            if kwargs['sort_key'] == 'name':
+                if 'sort_dir' in kwargs:
+                    reverse = True if kwargs['sort_dir'] == 'desc' else False
+                collection.goals = sorted(
+                    collection.scoring_engines,
+                    key=lambda se: se.name,
+                    reverse=reverse)
+
+        collection.next = collection.get_next(limit, url=url, **kwargs)
+        return collection
+
+    @classmethod
+    def sample(cls):
+        sample = cls()
+        sample.scoring_engines = [ScoringEngine.sample(expand=False)]
+        return sample
+
+
+class ScoringEngineController(rest.RestController):
+    """REST controller for Scoring Engines."""
+    def __init__(self):
+        super(ScoringEngineController, self).__init__()
+
+    from_scoring_engines = False
+    """A flag to indicate if the requests to this controller are coming
+    from the top-level resource Scoring Engines."""
+
+    _custom_actions = {
+        'detail': ['GET'],
+    }
+
+    def _get_scoring_engines_collection(self, marker, limit,
+                                        sort_key, sort_dir, expand=False,
+                                        resource_url=None):
+
+        limit = api_utils.validate_limit(limit)
+        api_utils.validate_sort_dir(sort_dir)
+
+        marker_obj = None
+        if marker:
+            marker_obj = objects.ScoringEngine.get_by_uuid(
+                pecan.request.context, marker)
+
+        filters = {}
+
+        sort_db_key = sort_key
+
+        scoring_engines = objects.ScoringEngine.list(
+            context=pecan.request.context,
+            limit=limit,
+            marker=marker_obj,
+            sort_key=sort_db_key,
+            sort_dir=sort_dir,
+            filters=filters)
+
+        return ScoringEngineCollection.convert_with_links(
+            scoring_engines,
+            limit,
+            url=resource_url,
+            expand=expand,
+            sort_key=sort_key,
+            sort_dir=sort_dir)
+
+    @wsme_pecan.wsexpose(ScoringEngineCollection, wtypes.text,
+                         int, wtypes.text, wtypes.text)
+    def get_all(self, marker=None, limit=None, sort_key='id',
+                sort_dir='asc'):
+        """Retrieve a list of Scoring Engines.
+
+        :param marker: pagination marker for large data sets.
+        :param limit: maximum number of resources to return in a single result.
+        :param sort_key: column to sort results by. Default: name.
+        :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
+        """
+        context = pecan.request.context
+        policy.enforce(context, 'scoring_engine:get_all',
+                       action='scoring_engine:get_all')
+
+        return self._get_scoring_engines_collection(
+            marker, limit, sort_key, sort_dir)
+
+    @wsme_pecan.wsexpose(ScoringEngineCollection, wtypes.text,
+                         int, wtypes.text, wtypes.text)
+    def detail(self, marker=None, limit=None, sort_key='id', sort_dir='asc'):
+        """Retrieve a list of Scoring Engines with detail.
+
+        :param marker: pagination marker for large data sets.
+        :param limit: maximum number of resources to return in a single result.
+        :param sort_key: column to sort results by. Default: name.
+        :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
+        """
+        context = pecan.request.context
+        policy.enforce(context, 'scoring_engine:detail',
+                       action='scoring_engine:detail')
+
+        parent = pecan.request.path.split('/')[:-1][-1]
+        if parent != "scoring_engines":
+            raise exception.HTTPNotFound
+        expand = True
+        resource_url = '/'.join(['scoring_engines', 'detail'])
+        return self._get_scoring_engines_collection(
+            marker, limit, sort_key, sort_dir, expand, resource_url)
+
+    @wsme_pecan.wsexpose(ScoringEngine, wtypes.text)
+    def get_one(self, scoring_engine):
+        """Retrieve information about the given Scoring Engine.
+
+        :param scoring_engine_name: The name of the Scoring Engine.
+        """
+        context = pecan.request.context
+        policy.enforce(context, 'scoring_engine:get',
+                       action='scoring_engine:get')
+
+        if self.from_scoring_engines:
+            raise exception.OperationNotPermitted
+
+        rpc_scoring_engine = api_utils.get_resource(
+            'ScoringEngine', scoring_engine)
+
+        return ScoringEngine.convert_with_links(rpc_scoring_engine)

watcher/api/controllers/v1/strategy.py

@@ -27,8 +27,6 @@ Some strategies may provide better optimization results but may take more time
 to find an optimal :ref:`Solution <solution_definition>`.
 """
 
-from oslo_config import cfg
-
 import pecan
 from pecan import rest
 import wsme
@@ -41,11 +39,10 @@ from watcher.api.controllers.v1 import collection
 from watcher.api.controllers.v1 import types
 from watcher.api.controllers.v1 import utils as api_utils
 from watcher.common import exception
+from watcher.common import policy
 from watcher.common import utils as common_utils
 from watcher import objects
 
-CONF = cfg.CONF
-
 
 class Strategy(base.APIBase):
     """API representation of a strategy.
@@ -54,6 +51,7 @@ class Strategy(base.APIBase):
     between the internal object model and the API representation of a strategy.
     """
     _goal_uuid = None
+    _goal_name = None
 
     def _get_goal(self, value):
         if value == wtypes.Unset:
@@ -81,6 +79,16 @@ class Strategy(base.APIBase):
             if goal:
                 self._goal_uuid = goal.uuid
 
+    def _get_goal_name(self):
+        return self._goal_name
+
+    def _set_goal_name(self, value):
+        if value and self._goal_name != value:
+            self._goal_name = None
+            goal = self._get_goal(value)
+            if goal:
+                self._goal_name = goal.name
+
     uuid = types.uuid
     """Unique UUID for this strategy"""
 
@@ -97,6 +105,13 @@ class Strategy(base.APIBase):
                                 mandatory=True)
     """The UUID of the goal this audit refers to"""
 
+    goal_name = wsme.wsproperty(wtypes.text, _get_goal_name, _set_goal_name,
+                                mandatory=False)
+    """The name of the goal this audit refers to"""
+
+    parameters_spec = {wtypes.text: types.jsontype}
+    """ Parameters spec dict"""
+
     def __init__(self, **kwargs):
         super(Strategy, self).__init__()
 
@@ -105,16 +120,21 @@ class Strategy(base.APIBase):
         self.fields.append('name')
         self.fields.append('display_name')
         self.fields.append('goal_uuid')
+        self.fields.append('goal_name')
+        self.fields.append('parameters_spec')
         setattr(self, 'uuid', kwargs.get('uuid', wtypes.Unset))
         setattr(self, 'name', kwargs.get('name', wtypes.Unset))
         setattr(self, 'display_name', kwargs.get('display_name', wtypes.Unset))
         setattr(self, 'goal_uuid', kwargs.get('goal_id', wtypes.Unset))
+        setattr(self, 'goal_name', kwargs.get('goal_id', wtypes.Unset))
+        setattr(self, 'parameters_spec', kwargs.get('parameters_spec',
+                wtypes.Unset))
 
     @staticmethod
     def _convert_with_links(strategy, url, expand=True):
         if not expand:
             strategy.unset_fields_except(
-                ['uuid', 'name', 'display_name', 'goal_uuid'])
+                ['uuid', 'name', 'display_name', 'goal_uuid', 'goal_name'])
 
         strategy.links = [
             link.Link.make_link('self', url, 'strategies', strategy.uuid),
@@ -223,6 +243,9 @@ class StrategiesController(rest.RestController):
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'strategy:get_all',
+                       action='strategy:get_all')
         filters = {}
         if goal:
             if common_utils.is_uuid_like(goal):
@@ -245,6 +268,9 @@ class StrategiesController(rest.RestController):
         :param sort_key: column to sort results by. Default: id.
         :param sort_dir: direction to sort. "asc" or "desc". Default: asc.
         """
+        context = pecan.request.context
+        policy.enforce(context, 'strategy:detail',
+                       action='strategy:detail')
         # NOTE(lucasagomes): /detail should only work agaist collections
         parent = pecan.request.path.split('/')[:-1][-1]
         if parent != "strategies":
@@ -271,11 +297,9 @@ class StrategiesController(rest.RestController):
         if self.from_strategies:
             raise exception.OperationNotPermitted
 
-        if common_utils.is_uuid_like(strategy):
-            get_strategy_func = objects.Strategy.get_by_uuid
-        else:
-            get_strategy_func = objects.Strategy.get_by_name
-
-        rpc_strategy = get_strategy_func(pecan.request.context, strategy)
+        context = pecan.request.context
+        rpc_strategy = api_utils.get_resource('Strategy', strategy)
+        policy.enforce(context, 'strategy:get', rpc_strategy,
+                       action='strategy:get')
 
         return Strategy.convert_with_links(rpc_strategy)

watcher/api/controllers/v1/types.py

@@ -15,7 +15,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-import json
+from oslo_serialization import jsonutils
 from oslo_utils import strutils
 import six
 import wsme
@@ -118,7 +118,7 @@ class JsonType(wtypes.UserType):
     @staticmethod
     def validate(value):
         try:
-            json.dumps(value)
+            jsonutils.dumps(value, default=None)
         except TypeError:
             raise exception.Invalid(_('%s is not JSON serializable') % value)
         else:

watcher/api/controllers/v1/utils.py

@@ -15,9 +15,12 @@
 
 import jsonpatch
 from oslo_config import cfg
+from oslo_utils import uuidutils
+import pecan
 import wsme
 
 from watcher._i18n import _
+from watcher import objects
 
 CONF = cfg.CONF
 
@@ -75,3 +78,19 @@ def as_filters_dict(**filters):
             filters_dict[filter_name] = filter_value
 
     return filters_dict
+
+
+def get_resource(resource, resource_ident):
+    """Get the resource from the uuid or logical name.
+
+    :param resource: the resource type.
+    :param resource_ident: the UUID or logical name of the resource.
+
+    :returns: The resource.
+    """
+    resource = getattr(objects, resource)
+
+    if uuidutils.is_uuid_like(resource_ident):
+        return resource.get_by_uuid(pecan.request.context, resource_ident)
+
+    return resource.get_by_name(pecan.request.context, resource_ident)

watcher/api/hooks.py

@@ -18,6 +18,7 @@
 from oslo_config import cfg
 from oslo_utils import importutils
 from pecan import hooks
+from six.moves import http_client
 
 from watcher.common import context
 
@@ -56,6 +57,8 @@ class ContextHook(hooks.PecanHook):
         auth_token = headers.get('X-Auth-Token', auth_token)
         show_deleted = headers.get('X-Show-Deleted')
         auth_token_info = state.request.environ.get('keystone.token_info')
+        roles = (headers.get('X-Roles', None) and
+                 headers.get('X-Roles').split(','))
 
         auth_url = headers.get('X-Auth-Url')
         if auth_url is None:
@@ -72,7 +75,8 @@ class ContextHook(hooks.PecanHook):
             project_id=project_id,
             domain_id=domain_id,
             domain_name=domain_name,
-            show_deleted=show_deleted)
+            show_deleted=show_deleted,
+            roles=roles)
 
 
 class NoExceptionTracebackHook(hooks.PecanHook):
@@ -92,18 +96,20 @@ class NoExceptionTracebackHook(hooks.PecanHook):
             return
 
         # Do nothing if there is no error.
-        if 200 <= state.response.status_int < 400:
+        # Status codes in the range 200 (OK) to 399 (400 = BAD_REQUEST) are not
+        # an error.
+        if (http_client.OK <= state.response.status_int <
+                http_client.BAD_REQUEST):
             return
 
         json_body = state.response.json
-        # Do not remove traceback when server in debug mode (except 'Server'
-        # errors when 'debuginfo' will be used for traces).
-        if cfg.CONF.debug and json_body.get('faultcode') != 'Server':
+        # Do not remove traceback when traceback config is set
+        if cfg.CONF.debug:
             return
 
         faultstring = json_body.get('faultstring')
         traceback_marker = 'Traceback (most recent call last):'
-        if faultstring and (traceback_marker in faultstring):
+        if faultstring and traceback_marker in faultstring:
             # Cut-off traceback.
             faultstring = faultstring.split(traceback_marker, 1)[0]
             # Remove trailing newlines and spaces if any.

watcher/api/middleware/parsable_error.py

@@ -20,21 +20,21 @@ response with one formatted so the client can parse it.
 Based on pecan.middleware.errordocument
 """
 
-import json
 from xml import etree as et
 
 from oslo_log import log
+from oslo_serialization import jsonutils
 import six
 import webob
 
-from watcher._i18n import _
-from watcher._i18n import _LE
+from watcher._i18n import _, _LE
 
 LOG = log.getLogger(__name__)
 
 
 class ParsableErrorMiddleware(object):
     """Replace error body with something the client can parse."""
+
     def __init__(self, app):
         self.app = app
 
@@ -59,8 +59,7 @@ class ParsableErrorMiddleware(object):
                     # compute the length.
                     headers = [(h, v)
                                for (h, v) in headers
-                               if h not in ('Content-Length', 'Content-Type')
-                               ]
+                               if h not in ('Content-Length', 'Content-Type')]
                 # Save the headers in case we need to modify them.
                 state['headers'] = headers
                 return start_response(status, headers, exc_info)
@@ -68,23 +67,27 @@ class ParsableErrorMiddleware(object):
         app_iter = self.app(environ, replacement_start_response)
         if (state['status_code'] // 100) not in (2, 3):
             req = webob.Request(environ)
-            if (req.accept.best_match(['application/json', 'application/xml']
-                                      ) == 'application/xml'):
+            if (
+                    req.accept.best_match(
+                        ['application/json',
+                         'application/xml']) == 'application/xml'
+            ):
                 try:
                     # simple check xml is valid
-                    body = [et.ElementTree.tostring(
-                            et.ElementTree.Element('error_message',
-                                                   text='\n'.join(app_iter)))]
+                    body = [
+                        et.ElementTree.tostring(
+                            et.ElementTree.Element(
+                                'error_message', text='\n'.join(app_iter)))]
                 except et.ElementTree.ParseError as err:
                     LOG.error(_LE('Error parsing HTTP response: %s'), err)
-                    body = [et.ElementTree.tostring(
-                            et.ElementTree.Element('error_message',
-                                                   text=state['status_code']))]
+                    body = ['<error_message>%s'
+                            '</error_message>' % state['status_code']]
                 state['headers'].append(('Content-Type', 'application/xml'))
             else:
                 if six.PY3:
                     app_iter = [i.decode('utf-8') for i in app_iter]
-                body = [json.dumps({'error_message': '\n'.join(app_iter)})]
+                body = [jsonutils.dumps(
+                    {'error_message': '\n'.join(app_iter)})]
                 if six.PY3:
                     body = [item.encode('utf-8') for item in body]
                 state['headers'].append(('Content-Type', 'application/json'))

watcher/applier/action_plan/default.py

@@ -28,11 +28,11 @@ LOG = log.getLogger(__name__)
 
 
 class DefaultActionPlanHandler(base.BaseActionPlanHandler):
-    def __init__(self, context, applier_manager, action_plan_uuid):
+    def __init__(self, context, service, action_plan_uuid):
         super(DefaultActionPlanHandler, self).__init__()
         self.ctx = context
+        self.service = service
         self.action_plan_uuid = action_plan_uuid
-        self.applier_manager = applier_manager
 
     def notify(self, uuid, event_type, state):
         action_plan = ap_objects.ActionPlan.get_by_uuid(self.ctx, uuid)
@@ -43,8 +43,7 @@ class DefaultActionPlanHandler(base.BaseActionPlanHandler):
         ev.data = {}
         payload = {'action_plan__uuid': uuid,
                    'action_plan_state': state}
-        self.applier_manager.status_topic_handler.publish_event(
-            ev.type.name, payload)
+        self.service.publish_status_event(ev.type.name, payload)
 
     def execute(self):
         try:
@@ -52,10 +51,9 @@ class DefaultActionPlanHandler(base.BaseActionPlanHandler):
             self.notify(self.action_plan_uuid,
                         event_types.EventTypes.LAUNCH_ACTION_PLAN,
                         ap_objects.State.ONGOING)
-            applier = default.DefaultApplier(self.ctx, self.applier_manager)
+            applier = default.DefaultApplier(self.ctx, self.service)
             applier.execute(self.action_plan_uuid)
             state = ap_objects.State.SUCCEEDED
-
         except Exception as e:
             LOG.exception(e)
             state = ap_objects.State.FAILED

watcher/applier/actions/base.py

@@ -15,8 +15,6 @@
 # implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-#
-
 
 import abc
 
@@ -28,7 +26,7 @@ from watcher.common.loader import loadable
 
 @six.add_metaclass(abc.ABCMeta)
 class BaseAction(loadable.Loadable):
-    # NOTE(jed) by convention we decided
+    # NOTE(jed): by convention we decided
     # that the attribute "resource_id" is the unique id of
     # the resource to which the Action applies to allow us to use it in the
     # watcher dashboard and will be nested in input_parameters
@@ -99,7 +97,7 @@ class BaseAction(loadable.Loadable):
         raise NotImplementedError()
 
     @abc.abstractmethod
-    def precondition(self):
+    def pre_condition(self):
         """Hook: called before the execution of an action
 
         This method can be used to perform some initializations or to make
@@ -110,7 +108,7 @@ class BaseAction(loadable.Loadable):
         raise NotImplementedError()
 
     @abc.abstractmethod
-    def postcondition(self):
+    def post_condition(self):
         """Hook: called after the execution of an action
 
         This function is called regardless of whether an action succeded or

watcher/applier/actions/change_nova_service_state.py

@@ -16,6 +16,7 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
+
 import six
 import voluptuous
 
@@ -23,7 +24,7 @@ from watcher._i18n import _
 from watcher.applier.actions import base
 from watcher.common import exception
 from watcher.common import nova_helper
-from watcher.decision_engine.model import hypervisor_state as hstate
+from watcher.decision_engine.model import element
 
 
 class ChangeNovaServiceState(base.BaseAction):
@@ -57,7 +58,7 @@ class ChangeNovaServiceState(base.BaseAction):
                     voluptuous.Length(min=1)),
             voluptuous.Required(self.STATE):
                 voluptuous.Any(*[state.value
-                                 for state in list(hstate.HypervisorState)]),
+                                 for state in list(element.ServiceState)]),
         })
 
     @property
@@ -70,17 +71,17 @@ class ChangeNovaServiceState(base.BaseAction):
 
     def execute(self):
         target_state = None
-        if self.state == hstate.HypervisorState.DISABLED.value:
+        if self.state == element.ServiceState.DISABLED.value:
             target_state = False
-        elif self.state == hstate.HypervisorState.ENABLED.value:
+        elif self.state == element.ServiceState.ENABLED.value:
             target_state = True
         return self._nova_manage_service(target_state)
 
     def revert(self):
         target_state = None
-        if self.state == hstate.HypervisorState.DISABLED.value:
+        if self.state == element.ServiceState.DISABLED.value:
             target_state = True
-        elif self.state == hstate.HypervisorState.ENABLED.value:
+        elif self.state == element.ServiceState.ENABLED.value:
             target_state = False
         return self._nova_manage_service(target_state)
 
@@ -95,8 +96,8 @@ class ChangeNovaServiceState(base.BaseAction):
         else:
             return nova.disable_service_nova_compute(self.host)
 
-    def precondition(self):
+    def pre_condition(self):
         pass
 
-    def postcondition(self):
+    def post_condition(self):
         pass

watcher/applier/actions/factory.py

@@ -19,7 +19,7 @@ from __future__ import unicode_literals
 
 from oslo_log import log
 
-from watcher.applier.actions.loading import default
+from watcher.applier.loading import default
 
 LOG = log.getLogger(__name__)
 

watcher/applier/actions/migration.py

@@ -44,12 +44,12 @@ class Migrate(base.BaseAction):
         schema = Schema({
          'resource_id': str,  # should be a UUID
          'migration_type': str,  # choices -> "live", "cold"
-         'dst_hypervisor': str,
-         'src_hypervisor': str,
+         'destination_node': str,
+         'source_node': str,
         })
 
     The `resource_id` is the UUID of the server to migrate.
-    The `src_hypervisor` and `dst_hypervisor` parameters are respectively the
+    The `source_node` and `destination_node` parameters are respectively the
     source and the destination compute hostname (list of available compute
     hosts is returned by this command: ``nova service-list --binary
     nova-compute``).
@@ -59,28 +59,28 @@ class Migrate(base.BaseAction):
     MIGRATION_TYPE = 'migration_type'
     LIVE_MIGRATION = 'live'
     COLD_MIGRATION = 'cold'
-    DST_HYPERVISOR = 'dst_hypervisor'
-    SRC_HYPERVISOR = 'src_hypervisor'
+    DESTINATION_NODE = 'destination_node'
+    SOURCE_NODE = 'source_node'
 
     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."))
+            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.MIGRATION_TYPE,
-                                default=self.LIVE_MIGRATION):
-                                    voluptuous.Any(*[self.LIVE_MIGRATION,
-                                                     self.COLD_MIGRATION]),
-            voluptuous.Required(self.DST_HYPERVISOR):
+            voluptuous.Required(
+                self.MIGRATION_TYPE, default=self.LIVE_MIGRATION):
+                    voluptuous.Any(
+                        *[self.LIVE_MIGRATION, self.COLD_MIGRATION]),
+            voluptuous.Required(self.DESTINATION_NODE):
                 voluptuous.All(voluptuous.Any(*six.string_types),
                                voluptuous.Length(min=1)),
-            voluptuous.Required(self.SRC_HYPERVISOR):
+            voluptuous.Required(self.SOURCE_NODE):
                 voluptuous.All(voluptuous.Any(*six.string_types),
                                voluptuous.Length(min=1)),
         })
@@ -94,12 +94,12 @@ class Migrate(base.BaseAction):
         return self.input_parameters.get(self.MIGRATION_TYPE)
 
     @property
-    def dst_hypervisor(self):
-        return self.input_parameters.get(self.DST_HYPERVISOR)
+    def destination_node(self):
+        return self.input_parameters.get(self.DESTINATION_NODE)
 
     @property
-    def src_hypervisor(self):
-        return self.input_parameters.get(self.SRC_HYPERVISOR)
+    def source_node(self):
+        return self.input_parameters.get(self.SOURCE_NODE)
 
     def _live_migrate_instance(self, nova, destination):
         result = None
@@ -116,11 +116,11 @@ class Migrate(base.BaseAction):
                     dest_hostname=destination,
                     block_migration=True)
             else:
-                LOG.debug("Nova client exception occured while live migrating "
-                          "instance %s.Exception: %s" %
+                LOG.debug("Nova client exception occurred while live "
+                          "migrating instance %s.Exception: %s" %
                           (self.instance_uuid, e))
         except Exception:
-            LOG.critical(_LC("Unexpected error occured. Migration failed for"
+            LOG.critical(_LC("Unexpected error occurred. Migration failed for "
                              "instance %s. Leaving instance on previous "
                              "host."), self.instance_uuid)
 
@@ -134,7 +134,7 @@ class Migrate(base.BaseAction):
                 dest_hostname=destination)
         except Exception as exc:
             LOG.exception(exc)
-            LOG.critical(_LC("Unexpected error occured. Migration failed for"
+            LOG.critical(_LC("Unexpected error occurred. Migration failed for "
                              "instance %s. Leaving instance on previous "
                              "host."), self.instance_uuid)
 
@@ -152,23 +152,23 @@ class Migrate(base.BaseAction):
                 return self._cold_migrate_instance(nova, destination)
             else:
                 raise exception.Invalid(
-                    message=(_('Migration of type %(migration_type)s is not '
-                               'supported.') %
+                    message=(_("Migration of type '%(migration_type)s' is not "
+                               "supported.") %
                              {'migration_type': self.migration_type}))
         else:
             raise exception.InstanceNotFound(name=self.instance_uuid)
 
     def execute(self):
-        return self.migrate(destination=self.dst_hypervisor)
+        return self.migrate(destination=self.destination_node)
 
     def revert(self):
-        return self.migrate(destination=self.src_hypervisor)
+        return self.migrate(destination=self.source_node)
 
-    def precondition(self):
-        # todo(jed) check if the instance exist/ check if the instance is on
-        # the src_hypervisor
+    def pre_condition(self):
+        # TODO(jed): check if the instance exists / check if the instance is on
+        # the source_node
         pass
 
-    def postcondition(self):
-        # todo(jed) we can image to check extra parameters (nework reponse,ect)
+    def post_condition(self):
+        # TODO(jed): check extra parameters (network response, etc.)
         pass

watcher/applier/actions/nop.py

@@ -53,15 +53,15 @@ class Nop(base.BaseAction):
         return self.input_parameters.get(self.MESSAGE)
 
     def execute(self):
-        LOG.debug("executing action NOP message:%s ", self.message)
+        LOG.debug("Executing action NOP message: %s ", self.message)
         return True
 
     def revert(self):
-        LOG.debug("revert action NOP")
+        LOG.debug("Revert action NOP")
         return True
 
-    def precondition(self):
+    def pre_condition(self):
         pass
 
-    def postcondition(self):
+    def post_condition(self):
         pass

watcher/applier/actions/sleep.py

@@ -16,8 +16,8 @@
 # See the License for the specific language governing permissions and
 # limitations under the License.
 #
-import time
 
+import time
 
 from oslo_log import log
 import voluptuous
@@ -53,16 +53,16 @@ class Sleep(base.BaseAction):
         return int(self.input_parameters.get(self.DURATION))
 
     def execute(self):
-        LOG.debug("Starting action Sleep duration:%s ", self.duration)
+        LOG.debug("Starting action sleep with duration: %s ", self.duration)
         time.sleep(self.duration)
         return True
 
     def revert(self):
-        LOG.debug("revert action Sleep")
+        LOG.debug("Revert action sleep")
         return True
 
-    def precondition(self):
+    def pre_condition(self):
         pass
 
-    def postcondition(self):
+    def post_condition(self):
         pass

watcher/applier/default.py

@@ -20,7 +20,7 @@ from oslo_config import cfg
 from oslo_log import log
 
 from watcher.applier import base
-from watcher.applier.workflow_engine.loading import default
+from watcher.applier.loading import default
 from watcher import objects
 
 LOG = log.getLogger(__name__)
@@ -56,9 +56,7 @@ class DefaultApplier(base.BaseApplier):
 
     def execute(self, action_plan_uuid):
         LOG.debug("Executing action plan %s ", action_plan_uuid)
-        action_plan = objects.ActionPlan.get_by_uuid(self.context,
-                                                     action_plan_uuid)
-        # todo(jed) remove direct access to dbapi need filter in object
-        filters = {'action_plan_id': action_plan.id}
-        actions = objects.Action.dbapi.get_action_list(self.context, filters)
+        filters = {'action_plan_uuid': action_plan_uuid}
+        actions = objects.Action.list(self.context,
+                                      filters=filters)
         return self.engine.execute(actions)

watcher/applier/loading/default.py

@@ -1,6 +1,3 @@
-# -*- 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
@@ -13,10 +10,10 @@
 # implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-#
 
 from __future__ import unicode_literals
 
+
 from watcher.common.loader import default
 
 
@@ -24,3 +21,9 @@ class DefaultWorkFlowEngineLoader(default.DefaultLoader):
     def __init__(self):
         super(DefaultWorkFlowEngineLoader, self).__init__(
             namespace='watcher_workflow_engines')
+
+
+class DefaultActionLoader(default.DefaultLoader):
+    def __init__(self):
+        super(DefaultActionLoader, self).__init__(
+            namespace='watcher_actions')

watcher/applier/manager.py

@@ -18,11 +18,9 @@
 #
 
 from oslo_config import cfg
-from oslo_log import log
 
 from watcher.applier.messaging import trigger
 
-LOG = log.getLogger(__name__)
 CONF = cfg.CONF
 
 
@@ -68,6 +66,8 @@ class ApplierManager(object):
 
     conductor_endpoints = [trigger.TriggerActionPlan]
     status_endpoints = []
+    notification_endpoints = []
+    notification_topics = []
 
     def __init__(self):
         self.publisher_id = CONF.watcher_applier.publisher_id

watcher/applier/rpcapi.py

@@ -17,16 +17,13 @@
 # limitations under the License.
 #
 from oslo_config import cfg
-from oslo_log import log
 
 from watcher.applier import manager
 from watcher.common import exception
-from watcher.common.messaging import notification_handler as notification
 from watcher.common import service
 from watcher.common import utils
 
 
-LOG = log.getLogger(__name__)
 CONF = cfg.CONF
 CONF.register_group(manager.opt_group)
 CONF.register_opts(manager.APPLIER_MANAGER_OPTS, manager.opt_group)
@@ -51,7 +48,9 @@ class ApplierAPIManager(object):
     API_VERSION = '1.0'
 
     conductor_endpoints = []
-    status_endpoints = [notification.NotificationHandler]
+    status_endpoints = []
+    notification_endpoints = []
+    notification_topics = []
 
     def __init__(self):
         self.publisher_id = CONF.watcher_applier.publisher_id

watcher/applier/workflow_engine/base.py

@@ -82,8 +82,7 @@ class BaseWorkFlowEngine(loadable.Loadable):
         ev.data = {}
         payload = {'action_uuid': action.uuid,
                    'action_state': state}
-        self.applier_manager.status_topic_handler.publish_event(
-            ev.type.name, payload)
+        self.applier_manager.publish_status_event(ev.type.name, payload)
 
     @abc.abstractmethod
     def execute(self, actions):

watcher/applier/workflow_engine/default.py

@@ -109,8 +109,8 @@ class TaskFlowActionContainer(task.Task):
         try:
             self.engine.notify(self._db_action,
                                obj_action.State.ONGOING)
-            LOG.debug("Precondition action %s", self.name)
-            self.action.precondition()
+            LOG.debug("Pre-condition action: %s", self.name)
+            self.action.pre_condition()
         except Exception as e:
             LOG.exception(e)
             self.engine.notify(self._db_action,
@@ -119,15 +119,15 @@ class TaskFlowActionContainer(task.Task):
 
     def execute(self, *args, **kwargs):
         try:
-            LOG.debug("Running action %s", self.name)
+            LOG.debug("Running action: %s", self.name)
 
             self.action.execute()
             self.engine.notify(self._db_action,
                                obj_action.State.SUCCEEDED)
         except Exception as e:
             LOG.exception(e)
-            LOG.error(_LE('The WorkFlow Engine has failed '
-                          'to execute the action %s'), self.name)
+            LOG.error(_LE('The workflow engine has failed '
+                          'to execute the action: %s'), self.name)
 
             self.engine.notify(self._db_action,
                                obj_action.State.FAILED)
@@ -135,8 +135,8 @@ class TaskFlowActionContainer(task.Task):
 
     def post_execute(self):
         try:
-            LOG.debug("postcondition action %s", self.name)
-            self.action.postcondition()
+            LOG.debug("Post-condition action: %s", self.name)
+            self.action.post_condition()
         except Exception as e:
             LOG.exception(e)
             self.engine.notify(self._db_action,
@@ -144,19 +144,19 @@ class TaskFlowActionContainer(task.Task):
             raise
 
     def revert(self, *args, **kwargs):
-        LOG.warning(_LW("Revert action %s"), self.name)
+        LOG.warning(_LW("Revert action: %s"), self.name)
         try:
-            # todo(jed) do we need to update the states in case of failure ?
+            # TODO(jed): do we need to update the states in case of failure?
             self.action.revert()
         except Exception as e:
             LOG.exception(e)
-            LOG.critical(_LC("Oops! We need disaster recover plan"))
+            LOG.critical(_LC("Oops! We need a disaster recover plan."))
 
 
 class TaskFlowNop(task.Task):
-    """This class is use in case of the workflow have only one Action.
+    """This class is used in case of the workflow have only one Action.
 
-    We need at least two atoms to create a link
+    We need at least two atoms to create a link.
     """
     def execute(self):
         pass

watcher/cmd/api.py

@@ -38,14 +38,13 @@ def main():
     server = service.WSGIService(
         'watcher-api', CONF.api.enable_ssl_api)
 
-    if host == '0.0.0.0':
-        LOG.info(_LI('serving on 0.0.0.0:%(port)s, '
+    if host == '127.0.0.1':
+        LOG.info(_LI('serving on 127.0.0.1:%(port)s, '
                      'view at %(protocol)s://127.0.0.1:%(port)s') %
                  dict(protocol=protocol, port=port))
     else:
         LOG.info(_LI('serving on %(protocol)s://%(host)s:%(port)s') %
                  dict(protocol=protocol, host=host, port=port))
 
-    launcher = service.process_launcher()
-    launcher.launch_service(server, workers=server.workers)
+    launcher = service.launch(CONF, server, workers=server.workers)
     launcher.wait()

watcher/cmd/applier.py

@@ -22,7 +22,6 @@ import sys
 
 from oslo_config import cfg
 from oslo_log import log as logging
-from oslo_service import service
 
 from watcher._i18n import _LI
 from watcher.applier import manager
@@ -38,5 +37,7 @@ def main():
     LOG.info(_LI('Starting Watcher Applier service in PID %s'), os.getpid())
 
     applier_service = watcher_service.Service(manager.ApplierManager)
-    launcher = service.launch(CONF, applier_service)
+
+    # Only 1 process
+    launcher = watcher_service.launch(CONF, applier_service)
     launcher.wait()

watcher/cmd/dbmanage.py

@@ -59,7 +59,7 @@ class DBCommand(object):
     @staticmethod
     def purge():
         purge.purge(CONF.command.age_in_days, CONF.command.max_number,
-                    CONF.command.audit_template, CONF.command.exclude_orphans,
+                    CONF.command.goal, CONF.command.exclude_orphans,
                     CONF.command.dry_run)
 
 
@@ -115,8 +115,8 @@ def add_command_parsers(subparsers):
                              "Prevents the deletion if exceeded. No limit if "
                              "set to None.",
                         type=int, default=None, nargs='?')
-    parser.add_argument('-t', '--audit-template',
-                        help="UUID or name of the audit template to purge.",
+    parser.add_argument('-t', '--goal',
+                        help="UUID or name of the goal to purge.",
                         type=str, default=None, nargs='?')
     parser.add_argument('-e', '--exclude-orphans', action='store_true',
                         help="Flag to indicate whether or not you want to "

watcher/cmd/decisionengine.py

@@ -22,11 +22,12 @@ import sys
 
 from oslo_config import cfg
 from oslo_log import log as logging
-from oslo_service import service
 
 from watcher._i18n import _LI
 from watcher.common import service as watcher_service
+from watcher.decision_engine import gmr
 from watcher.decision_engine import manager
+from watcher.decision_engine import scheduling
 from watcher.decision_engine import sync
 
 LOG = logging.getLogger(__name__)
@@ -35,6 +36,7 @@ CONF = cfg.CONF
 
 def main():
     watcher_service.prepare_service(sys.argv)
+    gmr.register_gmr_plugins()
 
     LOG.info(_LI('Starting Watcher Decision Engine service in PID %s'),
              os.getpid())
@@ -43,5 +45,10 @@ def main():
     syncer.sync()
 
     de_service = watcher_service.Service(manager.DecisionEngineManager)
-    launcher = service.launch(CONF, de_service)
+    bg_schedulder_service = scheduling.DecisionEngineSchedulingService()
+
+    # Only 1 process
+    launcher = watcher_service.launch(CONF, de_service)
+    launcher.launch_service(bg_schedulder_service)
+
     launcher.wait()

watcher/cmd/sync.py

@@ -0,0 +1,39 @@
+# -*- encoding: utf-8 -*-
+#
+# Copyright (c) 2016 Intel
+#
+# Authors: Tomasz Kaczynski <tomasz.kaczynski@intel.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.
+
+"""Script for the sync tool."""
+
+import sys
+
+from oslo_log import log as logging
+
+from watcher._i18n import _LI
+from watcher.common import service as service
+from watcher.decision_engine import sync
+
+LOG = logging.getLogger(__name__)
+
+
+def main():
+    LOG.info(_LI('Watcher sync started.'))
+
+    service.prepare_service(sys.argv)
+    syncer = sync.Syncer()
+    syncer.sync()
+
+    LOG.info(_LI('Watcher sync finished.'))

watcher/common/ceilometer_helper.py

@@ -15,11 +15,15 @@
 # implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
-#
 
-from ceilometerclient.exc import HTTPUnauthorized
+import datetime
 
+from ceilometerclient import exc
+from oslo_utils import timeutils
+
+from watcher._i18n import _
 from watcher.common import clients
+from watcher.common import exception
 
 
 class CeilometerHelper(object):
@@ -29,18 +33,20 @@ class CeilometerHelper(object):
         self.ceilometer = self.osc.ceilometer()
 
     def build_query(self, user_id=None, tenant_id=None, resource_id=None,
-                    user_ids=None, tenant_ids=None, resource_ids=None):
+                    user_ids=None, tenant_ids=None, resource_ids=None,
+                    start_time=None, end_time=None):
         """Returns query built from given parameters.
 
         This query can be then used for querying resources, meters and
         statistics.
-        :Parameters:
-        - `user_id`: user_id, has a priority over list of ids
-        - `tenant_id`: tenant_id, has a priority over list of ids
-        - `resource_id`: resource_id, has a priority over list of ids
-        - `user_ids`: list of user_ids
-        - `tenant_ids`: list of tenant_ids
-        - `resource_ids`: list of resource_ids
+        :param user_id: user_id, has a priority over list of ids
+        :param tenant_id: tenant_id, has a priority over list of ids
+        :param resource_id: resource_id, has a priority over list of ids
+        :param user_ids: list of user_ids
+        :param tenant_ids: list of tenant_ids
+        :param resource_ids: list of resource_ids
+        :param start_time: datetime from which measurements should be collected
+        :param end_time: datetime until which measurements should be collected
         """
 
         user_ids = user_ids or []
@@ -63,12 +69,38 @@ class CeilometerHelper(object):
         for r_id in resource_ids:
             query.append({"field": "resource_id", "op": "eq", "value": r_id})
 
+        start_timestamp = None
+        end_timestamp = None
+
+        if start_time:
+            start_timestamp = start_time
+            if isinstance(start_time, datetime.datetime):
+                start_timestamp = start_time.isoformat()
+
+        if end_time:
+            end_timestamp = end_time
+            if isinstance(end_time, datetime.datetime):
+                end_timestamp = end_time.isoformat()
+
+        if (start_timestamp and end_timestamp and
+                timeutils.parse_isotime(start_timestamp) >
+                timeutils.parse_isotime(end_timestamp)):
+            raise exception.Invalid(
+                _("Invalid query: %(start_time)s > %(end_time)s") % dict(
+                    start_time=start_timestamp, end_time=end_timestamp))
+
+        if start_timestamp:
+            query.append({"field": "timestamp", "op": "ge",
+                          "value": start_timestamp})
+        if end_timestamp:
+            query.append({"field": "timestamp", "op": "le",
+                          "value": end_timestamp})
         return query
 
     def query_retry(self, f, *args, **kargs):
         try:
             return f(*args, **kargs)
-        except HTTPUnauthorized:
+        except exc.HTTPUnauthorized:
             self.osc.reset_clients()
             self.ceilometer = self.osc.ceilometer()
             return f(*args, **kargs)
@@ -112,7 +144,10 @@ class CeilometerHelper(object):
         :return:
         """
 
-        query = self.build_query(resource_id=resource_id)
+        start_time = (datetime.datetime.utcnow() -
+                      datetime.timedelta(seconds=int(period)))
+        query = self.build_query(
+            resource_id=resource_id, start_time=start_time)
         statistic = self.query_retry(f=self.ceilometer.statistics.list,
                                      meter_name=meter_name,
                                      q=query,