OpenDev Migration Patch

This commit was bulk generated and pushed by the OpenDev sysadmins
as a part of the Git hosting and code review systems migration
detailed in these mailing list posts:

http://lists.openstack.org/pipermail/openstack-discuss/2019-March/003603.html
http://lists.openstack.org/pipermail/openstack-discuss/2019-April/004920.html

Attempts have been made to correct repository namespaces and
hostnames based on simple pattern matching, but it's possible some
were updated incorrectly or missed entirely. Please reach out to us
via the contact information listed at https://opendev.org/ with any
questions you may have.

.coveragerc

@@ -1,9 +1,12 @@
 [run]
 branch = True
 source = watcher
-omit = watcher/tests/*
+omit =
+    watcher/tests/*
+    watcher/hacking/*
 
 [report]
-ignore_errors = True 
+ignore_errors = True
 exclude_lines =
-    @abstract
+    @abc.abstract
+    raise NotImplementedError

.gitignore

@@ -4,8 +4,7 @@
 *.so
 
 # Packages
-*.egg
-*.egg-info
+*.egg*
 dist
 build
 eggs
@@ -43,9 +42,11 @@ output/*/index.html
 
 # Sphinx
 doc/build
-doc/source/api
+doc/source/api/*
 doc/source/samples
-doc/source/watcher.conf.sample
+doc/source/_static/*.sample
+!doc/source/api/index.rst
+!doc/source/api/v1.rst
 
 # pbr generates these
 AUTHORS
@@ -64,3 +65,13 @@ sftp-config.json
 
 cover
 /demo/
+
+
+# Files created by releasenotes build
+releasenotes/build
+
+# Desktop Service Store
+*.DS_Store
+
+# Autogenerated sample config file
+etc/watcher/watcher.conf.sample

.gitreview

@@ -1,4 +1,5 @@
 [gerrit]
-host=review.openstack.org
+host=review.opendev.org
 port=29418
 project=openstack/watcher.git
+defaultbranch=stable/pike

.zuul.yaml

@@ -0,0 +1,9 @@
+- project:
+    templates:
+      - openstack-python-jobs
+      - openstack-python35-jobs
+      - publish-openstack-sphinx-docs
+      - check-requirements
+      - release-notes-jobs
+    gate:
+      queue: watcher

CONTRIBUTING.rst

@@ -1,13 +1,13 @@
 If you would like to contribute to the development of OpenStack,
 you must follow the steps in this page:
 
-   http://docs.openstack.org/infra/manual/developers.html
+   https://docs.openstack.org/infra/manual/developers.html
 
 Once those steps have been completed, changes to OpenStack
 should be submitted for review via the Gerrit tool, following
 the workflow documented at:
 
-   http://docs.openstack.org/infra/manual/developers.html#development-workflow
+   https://docs.openstack.org/infra/manual/developers.html#development-workflow
 
 Pull requests submitted through GitHub will be ignored.
 

HACKING.rst

@@ -8,4 +8,4 @@
 watcher Style Commandments
 ==========================
 
-Read the OpenStack Style Commandments http://docs.openstack.org/developer/hacking/
+Read the OpenStack Style Commandments https://docs.openstack.org/developer/hacking/

MANIFEST.in

@@ -1,6 +0,0 @@
-include AUTHORS
-include ChangeLog
-exclude .gitignore
-exclude .gitreview
-
-global-exclude *.pyc

README.rst

@@ -1,3 +1,12 @@
+========================
+Team and repository tags
+========================
+
+.. image:: https://governance.openstack.org/badges/watcher.svg
+    :target: https://governance.openstack.org/reference/tags/index.html
+
+.. Change things from this point on
+
 ..
       Except where otherwise noted, this document is licensed under Creative
       Commons Attribution 3.0 License.  You can view the license at:
@@ -10,15 +19,13 @@ 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!
 
 * Free software: Apache license
-* Wiki: http://wiki.openstack.org/wiki/Watcher
+* Wiki: https://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
+* Bugs: https://bugs.launchpad.net/watcher
+* Documentation: https://docs.openstack.org/watcher/latest/

devstack/files/apache-watcher-api.template

@@ -0,0 +1,42 @@
+# 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.
+
+# This is an example Apache2 configuration file for using the
+# Watcher API through mod_wsgi.  This version assumes you are
+# running devstack to configure the software.
+
+Listen %WATCHER_SERVICE_PORT%
+
+<VirtualHost *:%WATCHER_SERVICE_PORT%>
+    WSGIDaemonProcess watcher-api user=%USER% processes=%APIWORKERS% threads=1 display-name=%{GROUP}
+    WSGIScriptAlias / %WATCHER_WSGI_DIR%/app.wsgi
+    WSGIApplicationGroup %{GLOBAL}
+    WSGIProcessGroup watcher-api
+    WSGIPassAuthorization On
+
+    ErrorLogFormat "%M"
+    ErrorLog /var/log/%APACHE_NAME%/watcher-api.log
+    CustomLog /var/log/%APACHE_NAME%/watcher-api-access.log combined
+
+
+    <Directory %WATCHER_WSGI_DIR%>
+        WSGIProcessGroup watcher-api
+        WSGIApplicationGroup %{GLOBAL}
+        <IfVersion >= 2.4>
+            Require all granted
+        </IfVersion>
+        <IfVersion < 2.4>
+            Order allow,deny
+            Allow from all
+        </IfVersion>
+    </Directory>
+</VirtualHost>

devstack/lib/watcher

@@ -44,10 +44,23 @@ WATCHER_CONF_DIR=/etc/watcher
 WATCHER_CONF=$WATCHER_CONF_DIR/watcher.conf
 WATCHER_POLICY_JSON=$WATCHER_CONF_DIR/policy.json
 
+WATCHER_DEVSTACK_DIR=$WATCHER_DIR/devstack
+WATCHER_DEVSTACK_FILES_DIR=$WATCHER_DEVSTACK_DIR/files
+
+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
 
+WATCHER_USE_MOD_WSGI=$(trueorfalse True WATCHER_USE_MOD_WSGI)
+
+if is_suse; then
+    WATCHER_WSGI_DIR=${WATCHER_WSGI_DIR:-/srv/www/htdocs/watcher}
+else
+    WATCHER_WSGI_DIR=${WATCHER_WSGI_DIR:-/var/www/watcher}
+fi
 # Public facing bits
 WATCHER_SERVICE_HOST=${WATCHER_SERVICE_HOST:-$HOST_IP}
 WATCHER_SERVICE_PORT=${WATCHER_SERVICE_PORT:-9322}
@@ -71,10 +84,21 @@ function is_watcher_enabled {
     return 1
 }
 
+#_cleanup_watcher_apache_wsgi - Remove wsgi files,
+#disable and remove apache vhost file
+function _cleanup_watcher_apache_wsgi {
+    sudo rm -rf $WATCHER_WSGI_DIR
+    sudo rm -f $(apache_site_config_for watcher-api)
+    restart_apache_server
+}
+
 # cleanup_watcher() - Remove residual data files, anything left over from previous
 # runs that a clean run would need to clean up
 function cleanup_watcher {
     sudo rm -rf $WATCHER_STATE_PATH $WATCHER_AUTH_CACHE_DIR
+    if [[ "$WATCHER_USE_MOD_WSGI" == "True" ]]; then
+        _cleanup_watcher_apache_wsgi
+    fi
 }
 
 # configure_watcher() - Set config files, create data dirs, etc
@@ -105,6 +129,28 @@ function create_watcher_accounts {
         "$WATCHER_SERVICE_PROTOCOL://$WATCHER_SERVICE_HOST:$WATCHER_SERVICE_PORT"
 }
 
+# _config_watcher_apache_wsgi() - Set WSGI config files of watcher
+function _config_watcher_apache_wsgi {
+    local watcher_apache_conf
+    if [[ "$WATCHER_USE_MOD_WSGI" == "True" ]]; then
+        sudo mkdir -p $WATCHER_WSGI_DIR
+        sudo cp $WATCHER_DIR/watcher/api/app.wsgi $WATCHER_WSGI_DIR/app.wsgi
+        watcher_apache_conf=$(apache_site_config_for watcher-api)
+        sudo cp $WATCHER_DEVSTACK_FILES_DIR/apache-watcher-api.template $watcher_apache_conf
+        sudo sed -e "
+            s|%WATCHER_SERVICE_PORT%|$WATCHER_SERVICE_PORT|g;
+            s|%WATCHER_WSGI_DIR%|$WATCHER_WSGI_DIR|g;
+            s|%USER%|$STACK_USER|g;
+            s|%APIWORKERS%|$API_WORKERS|g;
+            s|%APACHE_NAME%|$APACHE_NAME|g;
+        " -i $watcher_apache_conf
+        enable_apache_site watcher-api
+        tail_log watcher-access /var/log/$APACHE_NAME/watcher-api-access.log
+        tail_log watcher-api /var/log/$APACHE_NAME/watcher-api.log
+   fi
+
+}
+
 # create_watcher_conf() - Create a new watcher.conf file
 function create_watcher_conf {
     # (Re)create ``watcher.conf``
@@ -123,6 +169,11 @@ 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 $WATCHER_CONF oslo_messaging_notifications driver "messagingv2"
+
+    iniset $NOVA_CONF oslo_messaging_notifications topics "notifications,watcher_notifications"
+    iniset $NOVA_CONF notifications notify_on_state_change "vm_and_task_state"
+
     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"
 
@@ -146,9 +197,13 @@ function create_watcher_conf {
         setup_colorized_logging $WATCHER_CONF DEFAULT
     else
         # Show user_name and project_name instead of user_id and project_id
-        iniset $WATCHER_CONF DEFAULT logging_context_format_string "%(asctime)s.%(msecs)03d %(levelname)s %(name)s [%(request_id)s %(user_name)s %(project_name)s] %(instance)s%(message)s"
+        iniset $WATCHER_CONF DEFAULT logging_context_format_string "%(asctime)s.%(msecs)03d %(levelname)s %(name)s [%(request_id)s %(project_domain)s %(user_name)s %(project_name)s] %(instance)s%(message)s"
     fi
 
+    #config apache files
+    if [[ "$WATCHER_USE_MOD_WSGI" == "True" ]]; then
+        _config_watcher_apache_wsgi
+    fi
     # Register SSL certificates if provided
     if is_ssl_enabled_service watcher; then
         ensure_certificates WATCHER
@@ -180,7 +235,7 @@ function init_watcher {
         recreate_database watcher
 
         # Create watcher schema
-        $WATCHER_BIN_DIR/watcher-db-manage --config-file $WATCHER_CONF create_schema
+        $WATCHER_BIN_DIR/watcher-db-manage --config-file $WATCHER_CONF upgrade
     fi
     create_watcher_cache_dir
 }
@@ -197,19 +252,26 @@ function install_watcherclient {
 function install_watcher {
     git_clone $WATCHER_REPO $WATCHER_DIR $WATCHER_BRANCH
     setup_develop $WATCHER_DIR
+    if [[ "$WATCHER_USE_MOD_WSGI" == "True" ]]; then
+        install_apache_wsgi
+    fi
 }
 
 # start_watcher_api() - Start the API process ahead of other things
 function start_watcher_api {
     # Get right service port for testing
+
     local service_port=$WATCHER_SERVICE_PORT
     local service_protocol=$WATCHER_SERVICE_PROTOCOL
     if is_service_enabled tls-proxy; then
         service_port=$WATCHER_SERVICE_PORT_INT
         service_protocol="http"
     fi
-
-    run_process watcher-api "$WATCHER_BIN_DIR/watcher-api --config-file $WATCHER_CONF"
+    if [[ "$WATCHER_USE_MOD_WSGI" == "True" ]]; then
+        restart_apache_server
+    else
+        run_process watcher-api "$WATCHER_BIN_DIR/watcher-api --config-file $WATCHER_CONF"
+    fi
     echo "Waiting for watcher-api to start..."
     if ! wait_for_service $SERVICE_TIMEOUT $service_protocol://$WATCHER_SERVICE_HOST:$service_port; then
         die $LINENO "watcher-api did not start"
@@ -232,7 +294,12 @@ function start_watcher {
 
 # stop_watcher() - Stop running processes (non-screen)
 function stop_watcher {
-    for serv in watcher-api watcher-decision-engine watcher-applier; do
+    if [[ "$WATCHER_USE_MOD_WSGI" == "True" ]]; then
+        disable_apache_site watcher-api
+    else
+        stop_process watcher-api
+    fi
+    for serv in watcher-decision-engine watcher-applier; do
         stop_process $serv
     done
 }

devstack/local.conf.compute

@@ -25,7 +25,7 @@ GLANCE_HOSTPORT=${SERVICE_HOST}:9292
 DATABASE_TYPE=mysql
 
 # Enable services (including neutron)
-ENABLED_SERVICES=n-cpu,n-api-meta,c-vol,q-agt
+ENABLED_SERVICES=n-cpu,n-api-meta,c-vol,q-agt,placement-client
 
 NOVA_VNC_ENABLED=True
 NOVNCPROXY_URL="http://$SERVICE_HOST:6080/vnc_auto.html"
@@ -35,7 +35,7 @@ VNCSERVER_PROXYCLIENT_ADDRESS=$HOST_IP
 NOVA_INSTANCES_PATH=/opt/stack/data/instances
 
 # Enable the Ceilometer plugin for the compute agent
-enable_plugin ceilometer git://git.openstack.org/openstack/ceilometer
+enable_plugin ceilometer https://git.openstack.org/openstack/ceilometer
 disable_service ceilometer-acentral,ceilometer-collector,ceilometer-api
 
 LOGFILE=$DEST/logs/stack.sh.log
@@ -44,3 +44,6 @@ LOGDAYS=2
 [[post-config|$NOVA_CONF]]
 [DEFAULT]
 compute_monitors=cpu.virt_driver
+notify_on_state_change = vm_and_task_state
+[notifications]
+notify_on_state_change = vm_and_task_state

devstack/local.conf.controller

@@ -17,6 +17,10 @@ NETWORK_GATEWAY=10.254.1.1 # Change this for your network
 
 MULTI_HOST=1
 
+
+#Set this to FALSE if do not want to run watcher-api behind mod-wsgi
+#WATCHER_USE_MOD_WSGI=TRUE
+
 # This is the controller node, so disable nova-compute
 disable_service n-cpu
 
@@ -27,14 +31,22 @@ 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 https://git.openstack.org/openstack/watcher-dashboard
+
 # Enable the Watcher plugin
-enable_plugin watcher git://git.openstack.org/openstack/watcher
+enable_plugin watcher https://git.openstack.org/openstack/watcher
 
 # Enable the Ceilometer plugin
-enable_plugin ceilometer git://git.openstack.org/openstack/ceilometer
+enable_plugin ceilometer https://git.openstack.org/openstack/ceilometer
 
 # This is the controller node, so disable the ceilometer compute agent
 disable_service ceilometer-acompute
+# Enable the ceilometer api explicitly(bug:1667678)
+enable_service ceilometer-api
+
+# Enable the Gnocchi plugin
+enable_plugin gnocchi https://github.com/gnocchixyz/gnocchi
 
 LOGFILE=$DEST/logs/stack.sh.log
 LOGDAYS=2
@@ -42,7 +54,6 @@ LOGDAYS=2
 [[post-config|$NOVA_CONF]]
 [DEFAULT]
 compute_monitors=cpu.virt_driver
-
-[[post-config|$WATCHER_CONF]]
-[watcher_goals]
-goals=BASIC_CONSOLIDATION:basic,DUMMY:dummy
+notify_on_state_change = vm_and_task_state
+[notifications]
+notify_on_state_change = vm_and_task_state

doc/ext/term.py

@@ -1,4 +1,3 @@
-# -*- encoding: utf-8 -*-
 # Copyright (c) 2015 b<>com
 #
 # Licensed under the Apache License, Version 2.0 (the "License");
@@ -22,7 +21,6 @@ import inspect
 from docutils import nodes
 from docutils.parsers import rst
 from docutils import statemachine
-from stevedore import extension
 
 from watcher.version import version_info
 
@@ -57,7 +55,7 @@ class BaseWatcherDirective(rst.Directive):
 
         if not obj_raw_docstring:
             # Raise a warning to make the tests fail wit doc8
-            raise self.error("No docstring available for this plugin!")
+            raise self.error("No docstring available for %s!" % obj)
 
         obj_docstring = inspect.cleandoc(obj_raw_docstring)
         self.add_textblock(obj_docstring)
@@ -76,7 +74,7 @@ class WatcherTerm(BaseWatcherDirective):
     # Inside your .rst file
     .. watcher-term:: import.path.to.your.DocumentedObject
 
-    This directive will then import the docstring and then interprete it.
+    This directive will then import the docstring and then interpret it.
     """
 
     # You need to put an import path as an argument for this directive to work
@@ -86,7 +84,12 @@ class WatcherTerm(BaseWatcherDirective):
         cls_path = self.arguments[0]
 
         try:
-            cls = importlib.import_module(cls_path)
+            try:
+                cls = importlib.import_module(cls_path)
+            except ImportError:
+                module_name, cls_name = cls_path.rsplit('.', 1)
+                mod = importlib.import_module(module_name)
+                cls = getattr(mod, cls_name)
         except Exception as exc:
             raise self.error(exc)
 
@@ -98,74 +101,72 @@ class WatcherTerm(BaseWatcherDirective):
         return node.children
 
 
-class DriversDoc(BaseWatcherDirective):
-    """Directive to import an RST formatted docstring into the Watcher doc
-
-    This directive imports the RST formatted docstring of every driver declared
-    within an entry point namespace provided as argument
+class WatcherFunc(BaseWatcherDirective):
+    """Directive to import a value returned by a func into the Watcher doc
 
     **How to use it**
 
     # inside your .py file
-    class DocumentedClassReferencedInEntrypoint(object):
-        '''My *.rst* docstring'''
+    class Bar(object):
+
+        def foo(object):
+            return foo_string
 
-        def foo(self):
-            '''Foo docstring'''
 
     # Inside your .rst file
-    .. drivers-doc:: entrypoint_namespace
-       :append_methods_doc: foo
+    .. watcher-func:: import.path.to.your.Bar.foo node_classname
 
-    This directive will then import the docstring and then interprete it.
+    node_classname is decumented here:
+    http://docutils.sourceforge.net/docs/ref/rst/restructuredtext.html
 
-    Note that no section/sub-section can be imported via this directive as it
-    is a Sphinx restriction.
+    This directive will then import the value and then interpret it.
     """
 
     # You need to put an import path as an argument for this directive to work
-    required_arguments = 1
-    optional_arguments = 0
-    final_argument_whitespace = True
-    has_content = False
+    # required_arguments = 1
+    # optional_arguments = 1
 
-    option_spec = dict(
-        # CSV formatted list of method names whose return values will be zipped
-        # together in the given order
-        append_methods_doc=lambda opts: [
-            opt.strip() for opt in opts.split(",") if opt.strip()],
-        # By default, we always start by adding the driver object docstring
-        exclude_driver_docstring=rst.directives.flag,
-    )
+    option_spec = {'format': rst.directives.unchanged}
+    has_content = True
 
     def run(self):
-        ext_manager = extension.ExtensionManager(namespace=self.arguments[0])
-        extensions = ext_manager.extensions
-        # Aggregates drivers based on their module name (i.e import path)
-        classes = [(ext.name, ext.plugin) for ext in extensions]
+        if not self.content:
+            error = self.state_machine.reporter.error(
+                'The "%s" directive is empty; content required.' % self.name,
+                nodes.literal_block(self.block_text, self.block_text),
+                line=self.lineno)
+            return [error]
 
-        for name, cls in classes:
-            self.add_line(".. rubric:: %s" % name)
-            self.add_line("")
+        func_path = self.content[0]
+        try:
+            cls_path, func_name = func_path.rsplit('.', 1)
+            module_name, cls_name = cls_path.rsplit('.', 1)
+            mod = importlib.import_module(module_name)
+            cls = getattr(mod, cls_name)
+        except Exception as exc:
+            raise self.error(exc)
 
-            if "exclude_driver_docstring" not in self.options:
-                self.add_object_docstring(cls)
-                self.add_line("")
+        cls_obj = cls()
+        func = getattr(cls_obj, func_name)
+        textblock = func()
+        if not isinstance(textblock, str):
+            textblock = str(textblock)
 
-            for method_name in self.options.get("append_methods_doc", []):
-                if hasattr(cls, method_name):
-                    method = getattr(cls, method_name)
-                    method_result = inspect.cleandoc(method)
-                    self.add_textblock(method_result())
-                    self.add_line("")
+        self.add_textblock(textblock)
 
-        node = nodes.paragraph()
+        try:
+            node_class = getattr(nodes,
+                                 self.options.get('format', 'paragraph'))
+        except Exception as exc:
+            raise self.error(exc)
+
+        node = node_class()
         node.document = self.state.document
         self.state.nested_parse(self.result, 0, node)
-        return node.children
+        return [node]
 
 
 def setup(app):
-    app.add_directive('drivers-doc', DriversDoc)
     app.add_directive('watcher-term', WatcherTerm)
+    app.add_directive('watcher-func', WatcherFunc)
     return {'version': version_info.version_string()}

doc/ext/versioned_notifications.py

@@ -0,0 +1,133 @@
+# 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.
+
+"""
+This provides a sphinx extension able to list the implemented versioned
+notifications into the developer documentation.
+
+It is used via a single directive in the .rst file
+
+  .. versioned_notifications::
+
+"""
+
+from sphinx.util.compat import Directive
+from docutils import nodes
+
+from watcher.notifications import base as notification
+from watcher.objects import base
+
+
+class VersionedNotificationDirective(Directive):
+
+    SAMPLE_ROOT = 'doc/notification_samples/'
+    TOGGLE_SCRIPT = """
+<script>
+jQuery(document).ready(function(){
+    jQuery('#%s-div').toggle('show');
+    jQuery('#%s-hideshow').on('click', function(event) {
+        jQuery('#%s-div').toggle('show');
+    });
+});
+</script>
+"""
+
+    def run(self):
+        notifications = self._collect_notifications()
+        return self._build_markup(notifications)
+
+    def _collect_notifications(self):
+        base.WatcherObjectRegistry.register_notification_objects()
+        notifications = []
+        ovos = base.WatcherObjectRegistry.obj_classes()
+        for name, cls in ovos.items():
+            cls = cls[0]
+            if (issubclass(cls, notification.NotificationBase) and
+                    cls != notification.NotificationBase):
+
+                payload_name = cls.fields['payload'].objname
+                payload_cls = ovos[payload_name][0]
+                for sample in cls.samples:
+                    notifications.append((cls.__name__,
+                                          payload_cls.__name__,
+                                          sample))
+        return sorted(notifications)
+
+    def _build_markup(self, notifications):
+        content = []
+        cols = ['Event type', 'Notification class', 'Payload class', 'Sample']
+        table = nodes.table()
+        content.append(table)
+        group = nodes.tgroup(cols=len(cols))
+        table.append(group)
+
+        head = nodes.thead()
+        group.append(head)
+
+        for _ in cols:
+            group.append(nodes.colspec(colwidth=1))
+
+        body = nodes.tbody()
+        group.append(body)
+
+        # fill the table header
+        row = nodes.row()
+        body.append(row)
+        for col_name in cols:
+            col = nodes.entry()
+            row.append(col)
+            text = nodes.strong(text=col_name)
+            col.append(text)
+
+        # fill the table content, one notification per row
+        for name, payload, sample_file in notifications:
+            event_type = sample_file[0: -5].replace('-', '.')
+
+            row = nodes.row()
+            body.append(row)
+            col = nodes.entry()
+            row.append(col)
+            text = nodes.literal(text=event_type)
+            col.append(text)
+
+            col = nodes.entry()
+            row.append(col)
+            text = nodes.literal(text=name)
+            col.append(text)
+
+            col = nodes.entry()
+            row.append(col)
+            text = nodes.literal(text=payload)
+            col.append(text)
+
+            col = nodes.entry()
+            row.append(col)
+
+            with open(self.SAMPLE_ROOT + sample_file, 'r') as f:
+                sample_content = f.read()
+
+            event_type = sample_file[0: -5]
+            html_str = self.TOGGLE_SCRIPT % ((event_type, ) * 3)
+            html_str += ("<input type='button' id='%s-hideshow' "
+                         "value='hide/show sample'>" % event_type)
+            html_str += ("<div id='%s-div'><pre>%s</pre></div>"
+                         % (event_type, sample_content))
+
+            raw = nodes.raw('', html_str, format="html")
+            col.append(raw)
+
+        return content
+
+
+def setup(app):
+    app.add_directive('versioned_notifications',
+                      VersionedNotificationDirective)

doc/notification_samples/action-create.json

@@ -0,0 +1,40 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionCreatePayload",
+    "watcher_object.data": {
+      "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "input_parameters": {
+        "param2": 2,
+        "param1": 1
+      },
+      "created_at": "2016-10-18T09:52:05Z",
+      "updated_at": null,
+      "state": "PENDING",
+      "action_plan": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseActionPlanPayload",
+        "watcher_object.data": {
+          "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+          "global_efficacy": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "state": "ONGOING",
+          "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "deleted_at": null
+        }
+      },
+      "parents": [],
+      "action_type": "nop",
+      "deleted_at": null
+    }
+  },
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2017-01-01 00:00:00.000000",
+  "event_type": "action.create",
+  "message_id": "530b409c-9b6b-459b-8f08-f93dbfeb4d41"
+}

doc/notification_samples/action-delete.json

@@ -0,0 +1,40 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionDeletePayload",
+    "watcher_object.data": {
+      "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "input_parameters": {
+        "param2": 2,
+        "param1": 1
+      },
+      "created_at": "2016-10-18T09:52:05Z",
+      "updated_at": null,
+      "state": "DELETED",
+      "action_plan": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseActionPlanPayload",
+        "watcher_object.data": {
+          "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+          "global_efficacy": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "state": "ONGOING",
+          "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "deleted_at": null
+        }
+      },
+      "parents": [],
+      "action_type": "nop",
+      "deleted_at": null
+    }
+  },
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2017-01-01 00:00:00.000000",
+  "event_type": "action.delete",
+  "message_id": "530b409c-9b6b-459b-8f08-f93dbfeb4d41"
+}

doc/notification_samples/action-execution-end.json

@@ -0,0 +1,41 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionExecutionPayload",
+    "watcher_object.data": {
+      "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "input_parameters": {
+        "param2": 2,
+        "param1": 1
+      },
+      "fault": null,
+      "created_at": "2016-10-18T09:52:05Z",
+      "updated_at": null,
+      "state": "SUCCEEDED",
+      "action_plan": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseActionPlanPayload",
+        "watcher_object.data": {
+          "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+          "global_efficacy": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "state": "ONGOING",
+          "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "deleted_at": null
+        }
+      },
+      "parents": [],
+      "action_type": "nop",
+      "deleted_at": null
+    }
+  },
+  "event_type": "action.execution.end",
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2017-01-01 00:00:00.000000",
+  "message_id": "530b409c-9b6b-459b-8f08-f93dbfeb4d41"
+}

doc/notification_samples/action-execution-error.json

@@ -0,0 +1,51 @@
+{
+  "priority": "ERROR",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionExecutionPayload",
+    "watcher_object.data": {
+      "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "input_parameters": {
+        "param2": 2,
+        "param1": 1
+      },
+      "fault": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "ExceptionPayload",
+        "watcher_object.data": {
+          "module_name": "watcher.tests.notifications.test_action_notification",
+          "exception": "WatcherException",
+          "exception_message": "TEST",
+          "function_name": "test_send_action_execution_with_error"
+        }
+      },
+      "created_at": "2016-10-18T09:52:05Z",
+      "updated_at": null,
+      "state": "FAILED",
+      "action_plan": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseActionPlanPayload",
+        "watcher_object.data": {
+          "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+          "global_efficacy": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "state": "ONGOING",
+          "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "deleted_at": null
+        }
+      },
+      "parents": [],
+      "action_type": "nop",
+      "deleted_at": null
+    }
+  },
+  "event_type": "action.execution.error",
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2017-01-01 00:00:00.000000",
+  "message_id": "530b409c-9b6b-459b-8f08-f93dbfeb4d41"
+}

doc/notification_samples/action-execution-start.json

@@ -0,0 +1,41 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionExecutionPayload",
+    "watcher_object.data": {
+      "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "input_parameters": {
+        "param2": 2,
+        "param1": 1
+      },
+      "fault": null,
+      "created_at": "2016-10-18T09:52:05Z",
+      "updated_at": null,
+      "state": "ONGOING",
+      "action_plan": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseActionPlanPayload",
+        "watcher_object.data": {
+          "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+          "global_efficacy": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "state": "ONGOING",
+          "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "deleted_at": null
+        }
+      },
+      "parents": [],
+      "action_type": "nop",
+      "deleted_at": null
+    }
+  },
+  "event_type": "action.execution.start",
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2017-01-01 00:00:00.000000",
+  "message_id": "530b409c-9b6b-459b-8f08-f93dbfeb4d41"
+}

doc/notification_samples/action-update.json

@@ -0,0 +1,49 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionUpdatePayload",
+    "watcher_object.data": {
+      "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "input_parameters": {
+        "param2": 2,
+        "param1": 1
+      },
+      "created_at": "2016-10-18T09:52:05Z",
+      "updated_at": null,
+      "state_update": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "ActionStateUpdatePayload",
+        "watcher_object.data": {
+          "old_state": "PENDING",
+          "state": "ONGOING"
+        }
+      },
+      "state": "ONGOING",
+      "action_plan": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseActionPlanPayload",
+        "watcher_object.data": {
+          "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+          "global_efficacy": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "state": "ONGOING",
+          "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "deleted_at": null
+        }
+      },
+      "parents": [],
+      "action_type": "nop",
+      "deleted_at": null
+    }
+  },
+  "event_type": "action.update",
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2017-01-01 00:00:00.000000",
+  "message_id": "530b409c-9b6b-459b-8f08-f93dbfeb4d41"
+}

doc/notification_samples/action_plan-create.json

@@ -0,0 +1,54 @@
+{
+  "publisher_id": "infra-optim:node0",
+  "payload": {
+    "watcher_object.version": "1.0",
+    "watcher_object.data": {
+      "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+      "strategy": {
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "display_name": "test strategy",
+          "name": "TEST",
+          "updated_at": null,
+          "parameters_spec": {},
+          "created_at": "2016-10-18T09:52:05Z",
+          "deleted_at": null
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "StrategyPayload"
+      },
+      "created_at": null,
+      "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "audit": {
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "audit_type": "ONESHOT",
+          "scope": [],
+          "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "parameters": {},
+          "interval": null,
+          "deleted_at": null,
+          "state": "PENDING",
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "TerseAuditPayload"
+      },
+      "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+      "global_efficacy": {},
+      "deleted_at": null,
+      "state": "RECOMMENDED",
+      "updated_at": null
+    },
+    "watcher_object.namespace": "watcher",
+    "watcher_object.name": "ActionPlanCreatePayload"
+  },
+  "priority": "INFO",
+  "message_id": "5148bff1-ea06-4ad6-8e4e-8c85ca5eb629",
+  "event_type": "action_plan.create",
+  "timestamp": "2016-10-18 09:52:05.219414"
+}

doc/notification_samples/action_plan-delete.json

@@ -0,0 +1,54 @@
+{
+  "publisher_id": "infra-optim:node0",
+  "timestamp": "2016-10-18 09:52:05.219414",
+  "payload": {
+    "watcher_object.data": {
+      "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+      "created_at": "2016-10-18T09:52:05Z",
+      "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "audit": {
+        "watcher_object.data": {
+          "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "interval": null,
+          "audit_type": "ONESHOT",
+          "scope": [],
+          "updated_at": null,
+          "deleted_at": null,
+          "state": "PENDING",
+          "created_at": "2016-10-18T09:52:05Z",
+          "parameters": {}
+        },
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "TerseAuditPayload",
+        "watcher_object.namespace": "watcher"
+      },
+      "global_efficacy": {},
+      "updated_at": null,
+      "deleted_at": null,
+      "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+      "strategy": {
+        "watcher_object.data": {
+          "uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "created_at": "2016-10-18T09:52:05Z",
+          "name": "TEST",
+          "display_name": "test strategy",
+          "deleted_at": null,
+          "updated_at": null,
+          "parameters_spec": {}
+        },
+        "watcher_object.version": "1.0",
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.namespace": "watcher"
+      },
+      "state": "DELETED"
+    },
+    "watcher_object.version": "1.0",
+    "watcher_object.name": "ActionPlanDeletePayload",
+    "watcher_object.namespace": "watcher"
+  },
+  "event_type": "action_plan.delete",
+  "message_id": "3d137686-a1fd-4683-ab40-c4210aac2140",
+  "priority": "INFO"
+}

doc/notification_samples/action_plan-execution-end.json

@@ -0,0 +1,55 @@
+{
+  "event_type": "action_plan.execution.end",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.name": "ActionPlanActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.data": {
+      "created_at": "2016-10-18T09:52:05Z",
+      "deleted_at": null,
+      "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "audit": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "TerseAuditPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "created_at": "2016-10-18T09:52:05Z",
+          "deleted_at": null,
+          "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "scope": [],
+          "audit_type": "ONESHOT",
+          "state": "SUCCEEDED",
+          "parameters": {},
+          "interval": null,
+          "updated_at": null
+        }
+      },
+      "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+      "fault": null,
+      "state": "ONGOING",
+      "global_efficacy": {},
+      "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+      "strategy": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "created_at": "2016-10-18T09:52:05Z",
+          "deleted_at": null,
+          "name": "TEST",
+          "uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "parameters_spec": {},
+          "display_name": "test strategy",
+          "updated_at": null
+        }
+      },
+      "updated_at": null
+    }
+  },
+  "priority": "INFO",
+  "message_id": "3984dc2b-8aef-462b-a220-8ae04237a56e",
+  "timestamp": "2016-10-18 09:52:05.219414",
+  "publisher_id": "infra-optim:node0"
+}

doc/notification_samples/action_plan-execution-error.json

@@ -0,0 +1,65 @@
+{
+  "event_type": "action_plan.execution.error",
+  "publisher_id": "infra-optim:node0",
+  "priority": "ERROR",
+  "message_id": "9a45c5ae-0e21-4300-8fa0-5555d52a66d9",
+  "payload": {
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher",
+    "watcher_object.name": "ActionPlanActionPayload",
+    "watcher_object.data": {
+      "fault": {
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "ExceptionPayload",
+        "watcher_object.data": {
+          "exception_message": "TEST",
+          "module_name": "watcher.tests.notifications.test_action_plan_notification",
+          "function_name": "test_send_action_plan_action_with_error",
+          "exception": "WatcherException"
+        }
+      },
+      "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+      "created_at": "2016-10-18T09:52:05Z",
+      "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+      "strategy": {
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.data": {
+          "uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "created_at": "2016-10-18T09:52:05Z",
+          "name": "TEST",
+          "updated_at": null,
+          "display_name": "test strategy",
+          "parameters_spec": {},
+          "deleted_at": null
+        }
+      },
+      "updated_at": null,
+      "deleted_at": null,
+      "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "audit": {
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "TerseAuditPayload",
+        "watcher_object.data": {
+          "parameters": {},
+          "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "created_at": "2016-10-18T09:52:05Z",
+          "scope": [],
+          "updated_at": null,
+          "audit_type": "ONESHOT",
+          "interval": null,
+          "deleted_at": null,
+          "state": "PENDING"
+        }
+      },
+      "global_efficacy": {},
+      "state": "ONGOING"
+    }
+  },
+  "timestamp": "2016-10-18 09:52:05.219414"
+}

doc/notification_samples/action_plan-execution-start.json

@@ -0,0 +1,55 @@
+{
+  "event_type": "action_plan.execution.start",
+  "payload": {
+    "watcher_object.namespace": "watcher",
+    "watcher_object.name": "ActionPlanActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.data": {
+      "created_at": "2016-10-18T09:52:05Z",
+      "deleted_at": null,
+      "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "audit": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "TerseAuditPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "created_at": "2016-10-18T09:52:05Z",
+          "deleted_at": null,
+          "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "scope": [],
+          "audit_type": "ONESHOT",
+          "state": "PENDING",
+          "parameters": {},
+          "interval": null,
+          "updated_at": null
+        }
+      },
+      "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+      "fault": null,
+      "state": "ONGOING",
+      "global_efficacy": {},
+      "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+      "strategy": {
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "created_at": "2016-10-18T09:52:05Z",
+          "deleted_at": null,
+          "name": "TEST",
+          "uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "parameters_spec": {},
+          "display_name": "test strategy",
+          "updated_at": null
+        }
+      },
+      "updated_at": null
+    }
+  },
+  "priority": "INFO",
+  "message_id": "3984dc2b-8aef-462b-a220-8ae04237a56e",
+  "timestamp": "2016-10-18 09:52:05.219414",
+  "publisher_id": "infra-optim:node0"
+}

doc/notification_samples/action_plan-update.json

@@ -0,0 +1,63 @@
+{
+  "payload": {
+    "watcher_object.version": "1.0",
+    "watcher_object.data": {
+      "audit_uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+      "audit": {
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "audit_type": "ONESHOT",
+          "scope": [],
+          "created_at": "2016-10-18T09:52:05Z",
+          "uuid": "10a47dd1-4874-4298-91cf-eff046dbdb8d",
+          "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "interval": null,
+          "updated_at": null,
+          "state": "PENDING",
+          "deleted_at": null,
+          "parameters": {}
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "TerseAuditPayload"
+      },
+      "created_at": "2016-10-18T09:52:05Z",
+      "uuid": "76be87bd-3422-43f9-93a0-e85a577e3061",
+      "updated_at": null,
+      "state_update": {
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "old_state": "PENDING",
+          "state": "ONGOING"
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "ActionPlanStateUpdatePayload"
+      },
+      "state": "ONGOING",
+      "deleted_at": null,
+      "strategy_uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+      "strategy": {
+        "watcher_object.version": "1.0",
+        "watcher_object.data": {
+          "name": "TEST",
+          "uuid": "cb3d0b58-4415-4d90-b75b-1e96878730e3",
+          "display_name": "test strategy",
+          "created_at": "2016-10-18T09:52:05Z",
+          "updated_at": null,
+          "deleted_at": null,
+          "parameters_spec": {}
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.name": "StrategyPayload"
+      },
+      "global_efficacy": {}
+    },
+    "watcher_object.namespace": "watcher",
+    "watcher_object.name": "ActionPlanUpdatePayload"
+  },
+  "publisher_id": "infra-optim:node0",
+  "priority": "INFO",
+  "timestamp": "2016-10-18 09:52:05.219414",
+  "event_type": "action_plan.update",
+  "message_id": "0a8a7329-fd5a-4ec6-97d7-2b776ce51a4c"
+}

doc/notification_samples/audit-create.json

@@ -0,0 +1,71 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "PENDING",
+      "updated_at": null,
+      "deleted_at": null,
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditCreatePayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.create",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-delete.json

@@ -0,0 +1,71 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "DELETED",
+      "updated_at": null,
+      "deleted_at": null,
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditDeletePayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.delete",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-planner-end.json

@@ -0,0 +1,72 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "ONGOING",
+      "updated_at": null,
+      "deleted_at": null,
+      "fault": null,
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.planner.end",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-planner-error.json

@@ -0,0 +1,82 @@
+{
+  "priority": "ERROR",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "ONGOING",
+      "updated_at": null,
+      "deleted_at": null,
+      "fault": {
+        "watcher_object.data": {
+          "exception": "WatcherException",
+          "exception_message": "TEST",
+          "function_name": "test_send_audit_action_with_error",
+          "module_name": "watcher.tests.notifications.test_audit_notification"
+        },
+        "watcher_object.name": "ExceptionPayload",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0"
+      },
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.planner.error",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-planner-start.json

@@ -0,0 +1,72 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "ONGOING",
+      "updated_at": null,
+      "deleted_at": null,
+      "fault": null,
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.planner.start",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-strategy-end.json

@@ -0,0 +1,72 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "ONGOING",
+      "updated_at": null,
+      "deleted_at": null,
+      "fault": null,
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.strategy.end",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-strategy-error.json

@@ -0,0 +1,82 @@
+{
+  "priority": "ERROR",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "ONGOING",
+      "updated_at": null,
+      "deleted_at": null,
+      "fault": {
+        "watcher_object.data": {
+          "exception": "WatcherException",
+          "exception_message": "TEST",
+          "function_name": "test_send_audit_action_with_error",
+          "module_name": "watcher.tests.notifications.test_audit_notification"
+        },
+        "watcher_object.name": "ExceptionPayload",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0"
+      },
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.strategy.error",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-strategy-start.json

@@ -0,0 +1,72 @@
+{
+  "priority": "INFO",
+  "payload": {
+    "watcher_object.data": {
+      "audit_type": "ONESHOT",
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "state": "ONGOING",
+      "updated_at": null,
+      "deleted_at": null,
+      "fault": null,
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.data": {
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "name": "dummy",
+          "updated_at": null,
+          "deleted_at": null,
+          "efficacy_specification": [],
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy goal"
+        },
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "interval": null,
+      "scope": [],
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.data": {
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "type": "string",
+                "default": "hello",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "description": "number parameter example",
+                "maximum": 10.2,
+                "type": "number",
+                "default": 3.2,
+                "minimum": 1.0
+              }
+            }
+          },
+          "name": "dummy",
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "updated_at": null,
+          "deleted_at": null,
+          "created_at": "2016-11-04T16:25:35Z",
+          "display_name": "Dummy strategy"
+        },
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.version": "1.0",
+        "watcher_object.namespace": "watcher"
+      },
+      "created_at": "2016-11-04T16:29:20Z",
+      "uuid": "4a97b9dd-2023-43dc-b713-815bdd94d4d6"
+    },
+    "watcher_object.name": "AuditActionPayload",
+    "watcher_object.version": "1.0",
+    "watcher_object.namespace": "watcher"
+  },
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:31:36.264673   ",
+  "event_type": "audit.strategy.start",
+  "message_id": "cbcf9f2c-7c53-4b4d-91ec-db49cca024b6"
+}

doc/notification_samples/audit-update.json

@@ -0,0 +1,80 @@
+{
+  "publisher_id": "infra-optim:localhost",
+  "timestamp": "2016-11-04 16:51:38.722986   ",
+  "payload": {
+    "watcher_object.name": "AuditUpdatePayload",
+    "watcher_object.data": {
+      "strategy_uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+      "strategy": {
+        "watcher_object.name": "StrategyPayload",
+        "watcher_object.data": {
+          "name": "dummy",
+          "parameters_spec": {
+            "properties": {
+              "para2": {
+                "default": "hello",
+                "type": "string",
+                "description": "string parameter example"
+              },
+              "para1": {
+                "maximum": 10.2,
+                "default": 3.2,
+                "minimum": 1.0,
+                "description": "number parameter example",
+                "type": "number"
+              }
+            }
+          },
+          "updated_at": null,
+          "display_name": "Dummy strategy",
+          "deleted_at": null,
+          "uuid": "75234dfe-87e3-4f11-a0e0-3c3305d86a39",
+          "created_at": "2016-11-04T16:25:35Z"
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0"
+      },
+      "scope": [],
+      "created_at": "2016-11-04T16:51:21Z",
+      "uuid": "f1e0d912-afd9-4bf2-91ef-c99cd08cc1ef",
+      "goal_uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+      "goal": {
+        "watcher_object.name": "GoalPayload",
+        "watcher_object.data": {
+          "efficacy_specification": [],
+          "updated_at": null,
+          "name": "dummy",
+          "display_name": "Dummy goal",
+          "deleted_at": null,
+          "uuid": "bc830f84-8ae3-4fc6-8bc6-e3dd15e8b49a",
+          "created_at": "2016-11-04T16:25:35Z"
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0"
+      },
+      "parameters": {
+        "para2": "hello",
+        "para1": 3.2
+      },
+      "deleted_at": null,
+      "state_update": {
+        "watcher_object.name": "AuditStateUpdatePayload",
+        "watcher_object.data": {
+          "state": "ONGOING",
+          "old_state": "PENDING"
+        },
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0"
+      },
+      "interval": null,
+      "updated_at": null,
+      "state": "ONGOING",
+      "audit_type": "ONESHOT"
+    },
+    "watcher_object.namespace": "watcher",
+    "watcher_object.version": "1.0"
+  },
+  "priority": "INFO",
+  "event_type": "audit.update",
+  "message_id": "697fdf55-7252-4b6c-a2c2-5b9e85f6342c"
+}

doc/notification_samples/infra-optim-exception.json

@@ -0,0 +1,16 @@
+{
+    "event_type": "infra-optim.exception",
+    "payload": {
+        "watcher_object.data": {
+            "exception": "NoAvailableStrategyForGoal",
+            "exception_message": "No strategy could be found to achieve the server_consolidation goal.",
+            "function_name": "_aggregate_create_in_db",
+            "module_name": "watcher.objects.aggregate"
+        },
+        "watcher_object.name": "ExceptionPayload",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.version": "1.0"
+    },
+    "priority": "ERROR",
+    "publisher_id": "watcher-api:fake-mini"
+}

doc/notification_samples/service-update.json

@@ -0,0 +1,26 @@
+{
+    "payload": {
+        "watcher_object.name": "ServiceUpdatePayload",
+        "watcher_object.namespace": "watcher",
+        "watcher_object.data": {
+            "status_update": {
+                "watcher_object.name": "ServiceStatusUpdatePayload",
+                "watcher_object.namespace": "watcher",
+                "watcher_object.data": {
+                    "old_state": "ACTIVE",
+                    "state": "FAILED"
+                },
+                "watcher_object.version": "1.0"
+            },
+            "last_seen_up": "2016-09-22T08:32:06Z",
+            "name": "watcher-service",
+            "sevice_host": "controller"
+        },
+        "watcher_object.version": "1.0"
+    },
+    "event_type": "service.update",
+    "priority": "INFO",
+    "message_id": "3984dc2b-8aef-462b-a220-8ae04237a56e",
+    "timestamp": "2016-10-18 09:52:05.219414",
+    "publisher_id": "infra-optim:node0"
+}

doc/source/admin/apache-mod-wsgi.rst

@@ -0,0 +1,49 @@
+..
+      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/
+
+
+Installing API behind mod_wsgi
+==============================
+
+#. Install the Apache Service::
+
+    Fedora 21/RHEL7/CentOS7:
+      sudo yum install httpd
+
+    Fedora 22 (or higher):
+      sudo dnf install httpd
+
+    Debian/Ubuntu:
+      apt-get install apache2
+
+#. Copy ``etc/apache2/watcher.conf`` under the apache sites::
+
+    Fedora/RHEL7/CentOS7:
+      sudo cp etc/apache2/watcher /etc/httpd/conf.d/watcher.conf
+
+    Debian/Ubuntu:
+      sudo cp etc/apache2/watcher /etc/apache2/sites-available/watcher.conf
+
+#. Edit ``<apache-configuration-dir>/watcher.conf`` according to installation
+   and environment.
+
+   * Modify the ``WSGIDaemonProcess`` directive to set the ``user`` and
+     ``group`` values to appropriate user on your server.
+   * Modify the ``WSGIScriptAlias`` directive to point to the
+     watcher/api/app.wsgi script.
+   * Modify the ``Directory`` directive to set the path to the Watcher API
+     code.
+   * Modify the ``ErrorLog and CustomLog`` to redirect the logs to the right
+     directory.
+
+#. Enable the apache watcher site and reload::
+
+    Fedora/RHEL7/CentOS7:
+      sudo systemctl reload httpd
+
+   Debian/Ubuntu:
+    sudo a2ensite watcher
+    sudo service apache2 reload

doc/source/admin/gmr.rst

@@ -0,0 +1,52 @@
+..
+      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/
+
+.. _watcher_gmr:
+
+=======================
+Guru Meditation Reports
+=======================
+
+Watcher contains a mechanism whereby developers and system administrators can
+generate a report about the state of a running Watcher service. This report
+is called a *Guru Meditation Report* (*GMR* for short).
+
+Generating a GMR
+================
+
+A *GMR* can be generated by sending the *USR2* signal to any Watcher process
+with support (see below).  The *GMR* will then be outputted as standard error
+for that particular process.
+
+For example, suppose that ``watcher-api`` has process id ``8675``, and was run
+with ``2>/var/log/watcher/watcher-api-err.log``.  Then, ``kill -USR2 8675``
+will trigger the Guru Meditation report to be printed to
+``/var/log/watcher/watcher-api-err.log``.
+
+Structure of a GMR
+==================
+
+The *GMR* is designed to be extensible; any particular service may add its
+own sections.  However, the base *GMR* consists of several sections:
+
+Package
+  Shows information about the package to which this process belongs, including
+  version informations.
+
+Threads
+  Shows stack traces and thread ids for each of the threads within this
+  process.
+
+Green Threads
+  Shows stack traces for each of the green threads within this process (green
+  threads don't have thread ids).
+
+Configuration
+  Lists all the configuration options currently accessible via the CONF object
+  for the current process.
+
+Plugins
+  Lists all the plugins currently accessible by the Watcher service.

doc/source/admin/index.rst

@@ -0,0 +1,12 @@
+===================
+Administrator Guide
+===================
+
+.. toctree::
+   :maxdepth: 2
+
+   apache-mod-wsgi
+   gmr
+   policy
+   ways-to-install
+   ../strategies/index

doc/source/admin/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/admin/ways-to-install.rst

@@ -4,12 +4,13 @@
 
           https://creativecommons.org/licenses/by/3.0/
 
-==================
-Installing Watcher
-==================
+=======================
+Ways to install Watcher
+=======================
 
-This document describes how to install Watcher in order to use it. If you are
-intending to develop on or with Watcher, please read :doc:`../dev/environment`.
+This document describes some ways to install Watcher in order to use it.
+If you are intending to develop on or with Watcher,
+please read :doc:`../contributor/environment`.
 
 Prerequisites
 -------------
@@ -18,14 +19,14 @@ The source install instructions specifically avoid using platform specific
 packages, instead using the source for the code and the Python Package Index
 (PyPi_).
 
-.. _PyPi: http://pypi.python.org/pypi
+.. _PyPi: https://pypi.python.org/pypi
 
 It's expected that your system already has python2.7_, latest version of pip_,
 and git_ available.
 
-.. _python2.7: http://www.python.org
-.. _pip: http://www.pip-installer.org/en/latest/installing.html
-.. _git: http://git-scm.com/
+.. _python2.7: https://www.python.org
+.. _pip: https://pip.pypa.io/en/latest/installing/
+.. _git: https://git-scm.com/
 
 Your system shall also have some additional system libraries:
 
@@ -77,9 +78,10 @@ Install the Watcher modules dependencies:
 
     # pip install -r requirements.txt
 
-From here, refer to :doc:`configuration` to declare Watcher as a new service
-into Keystone and to configure its different modules. Once configured, you
-should be able to run the Watcher services by issuing these commands:
+From here, refer to :doc:`../configuration/configuring` to declare Watcher
+as a new service into Keystone and to configure its different modules.
+Once configured, you should be able to run the Watcher services by issuing
+these commands:
 
 .. code-block:: bash
 
@@ -90,7 +92,7 @@ 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
 --------------------------------
@@ -107,4 +109,55 @@ 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`.
+in :doc:`../configuration/configuring`.
+
+
+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/api/index.rst

@@ -0,0 +1,4 @@
+.. toctree::
+   :maxdepth: 1
+
+   v1

doc/source/api/v1.rst

@@ -20,6 +20,17 @@ Goals
 .. autotype:: watcher.api.controllers.v1.goal.Goal
    :members:
 
+Strategies
+==========
+
+.. rest-controller:: watcher.api.controllers.v1.strategy:StrategiesController
+   :webprefix: /v1/strategies
+
+.. autotype:: watcher.api.controllers.v1.strategy.StrategyCollection
+   :members:
+
+.. autotype:: watcher.api.controllers.v1.strategy.Strategy
+   :members:
 
 Audit Templates
 ===============

doc/source/architecture.rst

@@ -21,7 +21,7 @@ Overview
 Below you will find a diagram, showing the main components of Watcher:
 
 .. image:: ./images/architecture.svg
-   :width: 100%
+   :width: 110%
 
 
 .. _components_definition:
@@ -37,13 +37,12 @@ AMQP Bus
 The AMQP message bus handles internal asynchronous communications between the
 different Watcher components.
 
-.. _cluster_history_db_definition:
+.. _cluster_datasource_definition:
 
-Cluster History Database
-------------------------
+Datasource
+----------
 
-This component stores the data related to the
-:ref:`Cluster History <cluster_history_definition>`.
+This component stores the metrics related to the cluster.
 
 It can potentially rely on any appropriate storage system (InfluxDB, OpenTSDB,
 MongoDB,...) but will probably be more performant when using
@@ -51,14 +50,6 @@ MongoDB,...) but will probably be more performant when using
 which are optimized for handling time series data, which are arrays of numbers
 indexed by time (a datetime or a datetime range).
 
-.. _cluster_model_db_definition:
-
-Cluster Model Database
-------------------------
-
-This component stores the data related to the
-:ref:`Cluster Data Model <cluster_data_model_definition>`.
-
 .. _archi_watcher_api_definition:
 
 Watcher API
@@ -139,7 +130,7 @@ 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:
 
@@ -150,11 +141,14 @@ 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>`
 
 The Watcher domain being here "*optimization of some resources provided by an
 OpenStack system*".
@@ -168,37 +162,47 @@ 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 Datasource
+  <cluster_datasource_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>`
-
-So far, only one :ref:`Strategy <strategy_definition>` can be associated to a
-given :ref:`Goal <goal_definition>` via the main Watcher configuration file.
-
 .. _data_model:
 
 Data model
@@ -211,6 +215,12 @@ view (Goals, Audits, Action Plans, ...):
 .. image:: ./images/functional_data_model.svg
    :width: 100%
 
+Here below is a diagram representing the main objects in Watcher from a
+database perspective:
+
+.. image:: ./images/watcher_db_schema_diagram.png
+
+
 .. _sequence_diagrams:
 
 Sequence diagrams
@@ -230,13 +240,15 @@ following parameters:
 
 -   A name
 -   A goal to achieve
+-   An optional strategy
 
 .. image:: ./images/sequence_create_audit_template.png
    :width: 100%
 
-The `Watcher API`_  just makes sure that the goal exists (i.e. it is declared
-in the Watcher configuration file) and stores a new audit template in the
-:ref:`Watcher Database <watcher_database_definition>`.
+The `Watcher API`_  makes sure that both the specified goal (mandatory) and
+its associated strategy (optional) are registered inside the :ref:`Watcher
+Database <watcher_database_definition>` before storing a new audit template in
+the :ref:`Watcher Database <watcher_database_definition>`.
 
 .. _sequence_diagrams_create_and_launch_audit:
 
@@ -250,6 +262,13 @@ 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>`:
@@ -260,18 +279,17 @@ the Audit in the
 The :ref:`Watcher Decision Engine <watcher_decision_engine_definition>` reads
 the Audit parameters from the
 :ref:`Watcher Database <watcher_database_definition>`. It instantiates the
-appropriate :ref:`Strategy <strategy_definition>` (using entry points)
-associated to the :ref:`Goal <goal_definition>` of the
-:ref:`Audit <audit_definition>` (it uses the information of the Watcher
-configuration file to find the mapping between the
-:ref:`Goal <goal_definition>` and the :ref:`Strategy <strategy_definition>`
-python class).
+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
+<audit_definition>`. If no strategy is associated to the audit template, the
+strategy is dynamically selected by the Decision Engine.
 
 The :ref:`Watcher Decision Engine <watcher_decision_engine_definition>` also
 builds the :ref:`Cluster Data Model <cluster_data_model_definition>`. This
 data model is needed by the :ref:`Strategy <strategy_definition>` to know the
 current state and topology of the audited
-:ref:`Openstack cluster <cluster_definition>`.
+:ref:`OpenStack cluster <cluster_definition>`.
 
 The :ref:`Watcher Decision Engine <watcher_decision_engine_definition>` calls
 the **execute()** method of the instantiated
@@ -289,9 +307,11 @@ 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
@@ -300,6 +320,11 @@ 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:
 
@@ -361,6 +386,31 @@ State Machine diagrams
 Audit State Machine
 -------------------
 
+An :ref:`Audit <audit_definition>` has a life-cycle and its current state may
+be one of the following:
+
+-  **PENDING** : a request for an :ref:`Audit <audit_definition>` has been
+   submitted (either manually by the
+   :ref:`Administrator <administrator_definition>` or automatically via some
+   event handling mechanism) and is in the queue for being processed by the
+   :ref:`Watcher Decision Engine <watcher_decision_engine_definition>`
+-  **ONGOING** : the :ref:`Audit <audit_definition>` is currently being
+   processed by the
+   :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 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
+   any more through the Watcher APIs.
+-  **CANCELLED** : the :ref:`Audit <audit_definition>` was in **PENDING** or
+   **ONGOING** state and was cancelled by the
+   :ref:`Administrator <administrator_definition>`
+-  **SUSPENDED** : the :ref:`Audit <audit_definition>` was in **ONGOING**
+   state and was suspended by the
+   :ref:`Administrator <administrator_definition>`
+
 The following diagram shows the different possible states of an
 :ref:`Audit <audit_definition>` and what event makes the state change to a new
 value:
@@ -373,6 +423,35 @@ value:
 Action Plan State Machine
 -------------------------
 
+An :ref:`Action Plan <action_plan_definition>` has a life-cycle and its current
+state may be one of the following:
+
+-  **RECOMMENDED** : the :ref:`Action Plan <action_plan_definition>` is waiting
+   for a validation from the :ref:`Administrator <administrator_definition>`
+-  **PENDING** : a request for an :ref:`Action Plan <action_plan_definition>`
+   has been submitted (due to an
+   :ref:`Administrator <administrator_definition>` executing an
+   :ref:`Audit <audit_definition>`) and is in the queue for
+   being processed by the :ref:`Watcher Applier <watcher_applier_definition>`
+-  **ONGOING** : the :ref:`Action Plan <action_plan_definition>` is currently
+   being processed by the :ref:`Watcher Applier <watcher_applier_definition>`
+-  **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 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
+   not returned any more through the Watcher APIs.
+-  **CANCELLED** : the :ref:`Action Plan <action_plan_definition>` was in
+   **RECOMMENDED**, **PENDING** or **ONGOING** state and was cancelled by the
+   :ref:`Administrator <administrator_definition>`
+-  **SUPERSEDED** : the :ref:`Action Plan <action_plan_definition>` was in
+   RECOMMENDED state and was automatically superseded by Watcher, due to an
+   expiration delay or an update of the
+   :ref:`Cluster data model <cluster_data_model_definition>`
+
+
 The following diagram shows the different possible states of an
 :ref:`Action Plan <action_plan_definition>` and what event makes the state
 change to a new value:

doc/source/conf.py

@@ -1,4 +1,3 @@
-# -*- coding: utf-8 -*-
 # Licensed under the Apache License, Version 2.0 (the "License");
 # you may not use this file except in compliance with the License.
 # You may obtain a copy of the License at
@@ -11,25 +10,44 @@
 # implied.
 # See the License for the specific language governing permissions and
 # limitations under the License.
+
+import os
+import sys
+
 from watcher import version as watcher_version
+from watcher import objects
+
+objects.register_all()
+
+# 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('../../'))
+sys.path.insert(0, os.path.abspath('../'))
+sys.path.insert(0, os.path.abspath('./'))
 
 # -- General configuration ----------------------------------------------------
 
 # Add any Sphinx extension module names here, as strings. They can be
 # extensions coming with Sphinx (named 'sphinx.ext.*') or your custom ones.
 extensions = [
-    'oslo_config.sphinxconfiggen',
+    'oslo_config.sphinxext',
     'sphinx.ext.autodoc',
     'sphinx.ext.viewcode',
     'sphinxcontrib.httpdomain',
     'sphinxcontrib.pecanwsme.rest',
+    'stevedore.sphinxext',
     'wsmeext.sphinxext',
-    'oslosphinx',
-    'watcher.doc',
+    'ext.term',
+    'ext.versioned_notifications',
+    'oslo_config.sphinxconfiggen',
+    'openstackdocstheme',
 ]
 
 wsme_protocols = ['restjson']
-config_generator_config_file = '../../etc/watcher/watcher-config-generator.conf'
+config_generator_config_file = [(
+    '../../etc/watcher/oslo-config-generator/watcher.conf',
+    '_static/watcher')]
 sample_config_basename = 'watcher'
 
 # autodoc generation is a bit aggressive and a nuisance when doing heavy
@@ -66,6 +84,8 @@ exclude_patterns = [
     # them when scanning for input files.
     'man/footer.rst',
     'man/general-options.rst',
+    'strategies/strategy-template.rst',
+    'image_src/plantuml/README.rst',
 ]
 
 # If true, '()' will be appended to :func: etc. cross-reference text.
@@ -75,6 +95,8 @@ add_function_parentheses = True
 # unit titles (such as .. function::).
 add_module_names = True
 
+suppress_warnings = ['app.add_directive']
+
 # The name of the Pygments (syntax highlighting) style to use.
 pygments_style = 'sphinx'
 
@@ -100,12 +122,20 @@ man_pages = [
 # Sphinx are currently 'default' and 'sphinxdoc'.
 # html_theme_path = ["."]
 # html_theme = '_theme'
+html_theme = 'openstackdocs'
 # html_static_path = ['static']
-html_theme_options = {'incubating': True}
+# html_theme_options = {}
 
 # Output file base name for HTML help builder.
 htmlhelp_basename = '%sdoc' % project
 
+html_last_updated_fmt = '%Y-%m-%d %H:%M'
+
+#openstackdocstheme options
+repository_name = 'openstack/watcher'
+bug_project = 'watcher'
+bug_tag = ''
+
 # Grouping the document tree into LaTeX files. List of tuples
 # (source start file, target name, title, author, documentclass
 # [howto/manual]).

doc/source/config-generator.conf

@@ -1 +0,0 @@
-../../etc/watcher/watcher-config-generator.conf

doc/source/configuration/configuring.rst

@@ -15,7 +15,7 @@ Service overview
 ================
 
 The Watcher system is a collection of services that provides support to
-optimize your IAAS plateform. The Watcher service may, depending upon
+optimize your IAAS platform. The Watcher service may, depending upon
 configuration, interact with several other OpenStack services. This includes:
 
 - the OpenStack Identity service (`keystone`_) for request authentication and
@@ -37,7 +37,7 @@ The Watcher service includes the following components:
 - `watcher-dashboard`_: An Horizon plugin for interacting with the Watcher
   service.
 
-Additionally, the Bare Metal service has certain external dependencies, which
+Additionally, the Watcher service has certain external dependencies, which
 are very similar to other OpenStack services:
 
 - A database to store audit and action plan information and state. You can set
@@ -86,7 +86,6 @@ Configure the Identity service for the Watcher service
         --tenant=KEYSTONE_SERVICE_PROJECT_NAME
       $ keystone user-role-add --user=watcher \
         --tenant=KEYSTONE_SERVICE_PROJECT_NAME --role=admin
-      $ keystone user-role-add --user=watcher --tenant=admin --role=admin
 
    or (by using python-openstackclient 1.8.0+)
 
@@ -97,7 +96,6 @@ Configure the Identity service for the Watcher service
         --project=KEYSTONE_SERVICE_PROJECT_NAME
       $ openstack role add --project KEYSTONE_SERVICE_PROJECT_NAME \
         --user watcher admin
-      $ openstack role add --user watcher --project admin admin
 
 
 #. You must register the Watcher Service with the Identity Service so that
@@ -167,9 +165,9 @@ You can easily generate and update a sample configuration file
 named :ref:`watcher.conf.sample <watcher_sample_configuration_files>` by using
 these following commands::
 
-    $ git clone git://git.openstack.org/openstack/watcher
+    $ git clone https://git.openstack.org/openstack/watcher
     $ cd watcher/
-    $ tox -econfig
+    $ tox -e genconfig
     $ vi etc/watcher/watcher.conf.sample
 
 
@@ -182,8 +180,6 @@ The configuration file is organized into the following sections:
 * ``[watcher_clients_auth]`` - Keystone auth configuration for clients
 * ``[watcher_applier]`` - Watcher Applier module configuration
 * ``[watcher_decision_engine]`` - Watcher Decision Engine module configuration
-* ``[watcher_goals]`` - Goals mapping configuration
-* ``[watcher_strategies]`` - Strategy configuration
 * ``[oslo_messaging_rabbit]`` - Oslo Messaging RabbitMQ driver configuration
 * ``[ceilometer_client]`` - Ceilometer client configuration
 * ``[cinder_client]`` - Cinder client configuration
@@ -370,7 +366,7 @@ Configure Nova compute
 Please check your hypervisor configuration to correctly handle
 `instance migration`_.
 
-.. _`instance migration`: http://docs.openstack.org/admin-guide-cloud/compute-configuring-migrations.html
+.. _`instance migration`: http://docs.openstack.org/admin-guide/compute-live-migration-usage.html
 
 Configure Measurements
 ======================
@@ -405,6 +401,55 @@ 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 = messagingv2
+      topics = notifications,watcher_notifications
+
+  * Restart the Nova services.
+
+
+Configure Cinder Notifications
+==============================
+
+Watcher can also consume notifications generated by the Cinder services, in
+order to build or update, in real time, its cluster data model related to
+storage resources. To do so, you have to update the Cinder configuration
+file on controller and volume nodes, in order to let Watcher receive Cinder
+notifications in a dedicated ``watcher_notifications`` channel.
+
+  * In the file ``/etc/cinder/cinder.conf``, update the section
+    ``[oslo_messaging_notifications]``, by redefining the list of topics
+    into which Cinder services will publish events ::
+
+      [oslo_messaging_notifications]
+      driver = messagingv2
+      topics = notifications,watcher_notifications
+
+  * Restart the Cinder services.
+
+
 Workers
 =======
 

doc/source/configuration/index.rst

@@ -0,0 +1,5 @@
+.. toctree::
+   :maxdepth: 1
+
+   configuring
+   watcher

doc/source/configuration/watcher.rst

@@ -0,0 +1,11 @@
+.. _watcher_sample_configuration_files:
+
+------------
+watcher.conf
+------------
+
+The ``watcher.conf`` file contains most of the options to configure the
+Watcher services.
+
+.. show-options::
+   :config-file: etc/watcher/oslo-config-generator/watcher.conf

doc/source/contributor/contributing.rst

@@ -64,8 +64,9 @@ 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 in the ``#openstack-meeting-4``
+    IRC channel, 13:00 UTC on odd weeks in the ``#openstack-meeting-alt``
+    IRC channel (`meetings logs`_)
 
 .. _changelog: http://eavesdrop.openstack.org/irclogs/%23openstack-watcher/
 .. _meetings logs:  http://eavesdrop.openstack.org/meetings/watcher/

doc/source/contributor/devstack.rst

@@ -19,7 +19,7 @@ model. To enable the Watcher plugin with DevStack, add the following to the
 `[[local|localrc]]` section of your controller's `local.conf` to enable the
 Watcher plugin::
 
-    enable_plugin watcher git://git.openstack.org/openstack/watcher
+    enable_plugin watcher https://git.openstack.org/openstack/watcher
 
 For more detailed instructions, see `Detailed DevStack Instructions`_. Check
 out the `DevStack documentation`_ for more information regarding DevStack.
@@ -92,6 +92,12 @@ Detailed DevStack Instructions
    Note: if you want to use a specific branch, specify WATCHER_BRANCH in the
    local.conf file. By default it will use the master branch.
 
+   Note: watcher-api will default run under apache/httpd, set the variable
+   WATCHER_USE_MOD_WSGI=FALSE if you do not wish to run under apache/httpd.
+   For development environment it is suggested to set WATHCER_USE_MOD_WSGI
+   to FALSE. For Production environment it is suggested to keep it at the
+   default TRUE value.
+
 #. Start stacking from the controller node::
 
        ./devstack/stack.sh
@@ -160,7 +166,7 @@ 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::
 
@@ -193,6 +199,37 @@ must exist in every other compute node's stack user's authorized_keys file and
 every compute node's public ECDSA key needs to be in every other compute
 node's root user's known_hosts file.
 
+Disable serial console
+----------------------
+
+Serial console needs to be disabled for live migration to work.
+
+On both the controller and compute node, in /etc/nova/nova.conf
+
+[serial_console]
+enabled = False
+
+Alternatively, in devstack's local.conf:
+
+[[post-config|$NOVA_CONF]]
+[serial_console]
+#enabled=false
+
+
+VNC server configuration
+------------------------
+
+The VNC server listening parameter needs to be set to any address so
+that the server can accept connections from all of the compute nodes.
+
+On both the controller and compute node, in /etc/nova/nova.conf
+
+vncserver_listen = 0.0.0.0
+
+Alternatively, in devstack's local.conf:
+
+VNCSERVER_LISTEN=0.0.0.0
+
 
 Environment final checkup
 -------------------------

doc/source/contributor/environment.rst

@@ -16,8 +16,8 @@ for development purposes.
 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/
+.. _`Git Repository`: https://git.openstack.org/cgit/openstack/watcher
+.. _`User Documentation`: https://docs.openstack.org/watcher/latest/
 
 Prerequisites
 =============
@@ -25,7 +25,7 @@ Prerequisites
 This document assumes you are using Ubuntu or Fedora, and that you have the
 following tools available on your system:
 
-- Python_ 2.7 and 3.4
+- Python_ 2.7 and 3.5
 - git_
 - setuptools_
 - pip_
@@ -35,10 +35,10 @@ following tools available on your system:
 **Reminder**: If you're successfully using a different platform, or a
 different version of the above, please document your configuration here!
 
-.. _Python: http://www.python.org/
-.. _git: http://git-scm.com/
-.. _setuptools: http://pypi.python.org/pypi/setuptools
-.. _virtualenvwrapper: https://virtualenvwrapper.readthedocs.org/en/latest/install.html
+.. _Python: https://www.python.org/
+.. _git: https://git-scm.com/
+.. _setuptools: https://pypi.python.org/pypi/setuptools
+.. _virtualenvwrapper: https://virtualenvwrapper.readthedocs.io/en/latest/install.html
 
 Getting the latest code
 =======================
@@ -77,14 +77,17 @@ extension, PyPi) cannot satisfy. These dependencies should be installed
 prior to using `pip`, and the installation method may vary depending on
 your platform.
 
-* Ubuntu 14.04::
+* Ubuntu 16.04::
 
     $ sudo apt-get install python-dev libssl-dev libmysqlclient-dev libffi-dev
 
-* Fedora 19+::
+* Fedora 24+::
 
-    $ sudo yum install openssl-devel libffi-devel mysql-devel
+    $ sudo dnf install redhat-rpm-config gcc python-devel libxml2-devel
 
+* CentOS 7::
+
+    $ sudo yum install gcc python-devel libxml2-devel libxslt-devel mariadb-devel
 
 PyPi Packages and VirtualEnv
 ----------------------------
@@ -172,11 +175,12 @@ The HTML files are available into ``doc/build`` directory.
 Configure the Watcher services
 ==============================
 
-Watcher services require a configuration file. There is a sample configuration
-file that can be used to get started:
+Watcher services require a configuration file. Use tox to generate
+a sample configuration file that can be used to get started:
 
 .. code-block:: bash
 
+  $ tox -e genconfig
   $ cp etc/watcher.conf.sample etc/watcher.conf
 
 Most of the default configuration should be enough to get you going, but you
@@ -190,7 +194,7 @@ still need to configure the following sections:
   message bus
 
 So if you need some more details on how to configure one or more of these
-sections, please do have a look at :doc:`../deploy/configuration` before
+sections, please do have a look at :doc:`../configuration/configuring` before
 continuing.
 
 
@@ -205,7 +209,7 @@ place:
 
     $ workon watcher
 
-    (watcher) $ watcher-db-manage --create_schema
+    (watcher) $ watcher-db-manage create_schema
 
 
 Running Watcher services
@@ -236,7 +240,7 @@ To run the Watcher Applier service, use:
     (watcher) $ watcher-applier
 
 Default configuration of these services are available into ``/etc/watcher``
-directory. See :doc:`../deploy/configuration` for details on how Watcher is
+directory. See :doc:`../configuration/configuring` for details on how Watcher is
 configured. By default, Watcher is configured with SQL backends.
 
 

doc/source/contributor/index.rst

@@ -0,0 +1,8 @@
+.. toctree::
+   :maxdepth: 1
+
+   environment
+   devstack
+   notifications
+   testing
+   rally_link

doc/source/contributor/notifications.rst

@@ -0,0 +1,13 @@
+..
+      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/
+
+.. _watcher_notifications:
+
+========================
+Notifications in Watcher
+========================
+
+.. versioned_notifications::

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

@@ -4,6 +4,8 @@
 
           https://creativecommons.org/licenses/by/3.0/
 
+.. _implement_action_plugin:
+
 ==================
 Build a new action
 ==================
@@ -28,12 +30,12 @@ implement:
    implement. This is the first function to be called by the
    :ref:`applier <watcher_applier_definition>` before any further processing
    and its role is to validate the input parameters that were provided to it.
- - The :py:meth:`~.BaseAction.precondition` is called before the execution of
+ - The :py:meth:`~.BaseAction.pre_condition` is called before the execution of
    an action. This method is a hook that can be used to perform some
    initializations or to make some more advanced validation on its input
    parameters. If you wish to block the execution based on this factor, you
    simply have to ``raise`` an exception.
- - The :py:meth:`~.BaseAction.postcondition` is called after the execution of
+ - The :py:meth:`~.BaseAction.post_condition` is called after the execution of
    an action. As this function is called regardless of whether an action
    succeeded or not, this can prove itself useful to perform cleanup
    operations.
@@ -55,7 +57,7 @@ Here is an example showing how you can write a plugin called ``DummyAction``:
     from watcher.applier.actions import base
 
 
-    class DummyAction(baseBaseAction):
+    class DummyAction(base.BaseAction):
 
         @property
         def schema(self):
@@ -69,32 +71,74 @@ Here is an example showing how you can write a plugin called ``DummyAction``:
             # Does nothing
             pass
 
-        def precondition(self):
+        def pre_condition(self):
             # No pre-checks are done here
             pass
 
-        def postcondition(self):
+        def post_condition(self):
             # Nothing done here
             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
 ----------------
 
 As you can see in the previous example, we are using `Voluptuous`_ to validate
 the input parameters of an action. So if you want to learn more about how to
-work with `Voluptuous`_, you can have a look at their `documentation`_ here:
+work with `Voluptuous`_, you can have a look at their `documentation`_:
 
 .. _Voluptuous: https://github.com/alecthomas/voluptuous
 .. _documentation: https://github.com/alecthomas/voluptuous/blob/master/README.md
 
+
+Define configuration parameters
+===============================
+
+At this point, you have a fully functional action. However, in more complex
+implementation, you may want to define some configuration options so one can
+tune the action to its 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
+
+    class DummyAction(base.BaseAction):
+
+        # [...]
+
+        def execute(self):
+            assert self.config.test_opt == 0
+
+        @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``
+configuration would have to be modified as followed:
+
+.. code-block:: ini
+
+    [watcher_actions.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:`~.BaseAction.__init__` method.
+
+
 Abstract Plugin Class
 =====================
 
@@ -103,6 +147,7 @@ should implement:
 
 .. autoclass:: watcher.applier.actions.base.BaseAction
     :members:
+    :special-members: __init__
     :noindex:
 
     .. py:attribute:: schema
@@ -133,7 +178,7 @@ Here below is how you would proceed to register ``DummyAction`` using pbr_:
     watcher_actions =
         dummy = thirdparty.dummy:DummyAction
 
-.. _pbr: http://docs.openstack.org/developer/pbr/
+.. _pbr: https://docs.openstack.org/pbr/latest
 
 
 Using action plugins
@@ -160,6 +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
 ==============================
@@ -169,3 +217,11 @@ which is only able to process the Watcher built-in actions. Therefore, you will
 either have to use an existing third-party planner or :ref:`implement another
 planner <implement_planner_plugin>` that will be able to take into account your
 new action plugin.
+
+
+Test your new action
+====================
+
+In order to test your new action via a manual test or a Tempest test, you can
+use the  :py:class:`~.Actuator` strategy and pass it one or more actions to
+execute. This way, you can isolate your action to see if it works as expected.

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

@@ -0,0 +1,272 @@
+..
+      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 cluster data model collector, 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 a custom model
+=====================
+
+As you may have noticed in the above example, we are reusing an existing model
+provided by Watcher. However, this model can be easily customized by
+implementing a new class that would implement the :py:class:`~.Model` abstract
+base class. Here below is simple example on how to proceed in implementing a
+custom Model:
+
+.. code-block:: python
+
+    # Filepath = <PROJECT_DIR>/thirdparty/dummy.py
+    # Import path = thirdparty.dummy
+
+    from watcher.decision_engine.model import base as modelbase
+    from watcher.decision_engine.model.collector import base
+
+
+    class MyModel(modelbase.Model):
+
+        def to_string(self):
+            return 'MyModel'
+
+
+    class DummyClusterDataModelCollector(base.BaseClusterDataModelCollector):
+
+        def execute(self):
+            model = MyModel()
+            # Do something here...
+            return model
+
+        @property
+        def notification_endpoints(self):
+            return []
+
+Here below is the abstract ``Model`` class that every single cluster data model
+should implement:
+
+.. autoclass:: watcher.decision_engine.model.base.Model
+    :members:
+    :special-members: __init__
+    :noindex:
+
+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/pbr/latest
+
+
+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 = dummy_collector.get_latest_cluster_data_model()
+    # Do some stuff with this model

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

@@ -0,0 +1,216 @@
+..
+      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 import base
+    from watcher.decision_engine.goal.efficacy import specs
+
+    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.Unclassified()
+
+
+As you may have noticed, the :py:meth:`~.Goal.get_efficacy_specification`
+method returns an :py:meth:`~.Unclassified` 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:`watcher.decision_engine.goal.goals.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/contributor/plugin/index.rst

@@ -0,0 +1,11 @@
+.. toctree::
+   :maxdepth: 1
+
+   base-setup
+   action-plugin
+   cdmc-plugin
+   goal-plugin
+   planner-plugin
+   scoring-engine-plugin
+   strategy-plugin
+   plugins

doc/source/contributor/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.
@@ -38,7 +39,7 @@ Here is an example showing how you can write a planner plugin called
 
     # Filepath = third-party/third_party/dummy.py
     # Import path = third_party.dummy
-    import uuid
+    from oslo_utils import uuidutils
     from watcher.decision_engine.planner import base
 
 
@@ -46,7 +47,7 @@ Here is an example showing how you can write a planner plugin called
 
         def _create_action_plan(self, context, audit_id):
             action_plan_dict = {
-                'uuid': uuid.uuid4(),
+                'uuid': uuidutils.generate_uuid(),
                 'audit_id': audit_id,
                 'first_action_id': None,
                 'state': objects.action_plan.State.RECOMMENDED
@@ -69,6 +70,51 @@ examples, have a look at the implementation of planners already provided by
 Watcher like :py:class:`~.DefaultPlanner`. A list with all available planner
 plugins can be found :ref:`here <watcher_planners>`.
 
+
+Define configuration parameters
+===============================
+
+At this point, you have a fully functional planner. However, in more complex
+implementation, you may want to define some configuration options so one can
+tune the planner to its 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
+
+    class DummyPlanner(base.BasePlanner):
+
+        # [...]
+
+        def schedule(self, context, audit_uuid, solution):
+            assert self.config.test_opt == 0
+            # [...]
+
+        @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 ...
+            ]
+
+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:
+
+.. code-block:: ini
+
+    [watcher_planners.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:`~.BasePlanner.__init__` method.
+
+
 Abstract Plugin Class
 =====================
 
@@ -77,6 +123,7 @@ should implement:
 
 .. autoclass:: watcher.decision_engine.planner.base.BasePlanner
     :members:
+    :special-members: __init__
     :noindex:
 
 

doc/source/contributor/plugin/plugins.rst

@@ -0,0 +1,76 @@
+..
+      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/
+
+
+=================
+Available Plugins
+=================
+
+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
+==========
+
+.. list-plugins:: watcher_strategies
+   :detailed:
+
+.. _watcher_actions:
+
+Actions
+=======
+
+.. list-plugins:: watcher_actions
+   :detailed:
+
+.. _watcher_workflow_engines:
+
+Workflow Engines
+================
+
+.. list-plugins:: watcher_workflow_engines
+   :detailed:
+
+.. _watcher_planners:
+
+Planners
+========
+
+.. list-plugins:: watcher_planners
+   :detailed:
+
+Cluster Data Model Collectors
+=============================
+
+.. list-plugins:: watcher_cluster_data_model_collectors
+   :detailed:

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

@@ -0,0 +1,212 @@
+..
+      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:`watcher.decision_engine.scoring.base.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:`watcher.decision_engine.scoring.base.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/contributor/plugin/strategy-plugin.rst

@@ -0,0 +1,314 @@
+..
+      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_strategy_plugin:
+
+=================================
+Build a new optimization strategy
+=================================
+
+Watcher Decision Engine has an external :ref:`strategy <strategy_definition>`
+plugin interface which gives anyone the ability to integrate an external
+strategy in order to make use of placement algorithms.
+
+This section gives some guidelines on how to implement and integrate custom
+strategies 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 strategy, you should make sure you have your Telemetry service
+configured so that it would provide you all the metrics you need to be able to
+use your strategy.
+
+
+Create a new strategy plugin
+============================
+
+In order to create a new strategy, you have to:
+
+- Extend the :py:class:`~.UnclassifiedStrategy` class
+- Implement its :py:meth:`~.BaseStrategy.get_name` class method to return the
+  **unique** ID of the new strategy you want to create. This unique ID should
+  be the same as the name of :ref:`the entry point we will declare later on
+  <strategy_plugin_add_entrypoint>`.
+- Implement its :py:meth:`~.BaseStrategy.get_display_name` class method to
+  return the translated display name of the strategy 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:`~.BaseStrategy.get_translatable_display_name`
+  class method to return the translation key (actually the English display
+  name) of your new strategy. The value return should be the same as the
+  string translated in :py:meth:`~.BaseStrategy.get_display_name`.
+- Implement its :py:meth:`~.BaseStrategy.execute` method to return the
+  solution you computed within your strategy.
+
+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
+
+    from watcher._i18n import _
+    from watcher.decision_engine.strategy.strategies import base
+
+
+    class NewStrategy(base.UnclassifiedStrategy):
+
+        def __init__(self, osc=None):
+            super(NewStrategy, self).__init__(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"
+
+
+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 <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
+ensure that your ``__init__`` signature is identical to the
+:py:class:`~.BaseStrategy` one.
+
+
+Strategy efficacy
+=================
+
+As stated before, the ``NewStrategy`` class extends a class called
+:py:class:`~.UnclassifiedStrategy`. This class actually implements a set of
+abstract methods which are defined within the :py:class:`~.BaseStrategy` parent
+class.
+
+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.
+
+
+Define Strategy Parameters
+==========================
+
+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.
+
+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
+
+    class DummyStrategy(base.DummyBaseStrategy):
+
+        @classmethod
+        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",
+                    },
+                },
+            }
+
+
+You can reference parameters in :py:meth:`~.BaseStrategy.execute`:
+
+.. code-block:: python
+
+    class DummyStrategy(base.DummyBaseStrategy):
+
+        def execute(self):
+            para1 = self.input_parameters.para1
+            para2 = self.input_parameters.para2
+
+            if para1 > 5:
+                ...
+
+
+Operator can specify parameters with following commands:
+
+.. code:: bash
+
+  $ watcher audit create -a <your_audit_template> -p para1=6.0 -p para2=hi
+
+Pls. check user-guide for details.
+
+
+Abstract Plugin Class
+=====================
+
+Here below is the abstract :py:class:`~.BaseStrategy` class:
+
+.. autoclass:: watcher.decision_engine.strategy.strategies.base.BaseStrategy
+    :members:
+    :special-members: __init__
+    :noindex:
+
+.. _strategy_plugin_add_entrypoint:
+
+Add a new entry point
+=====================
+
+In order for the Watcher Decision Engine to load your new strategy, the
+strategy must be registered as a named entry point under the
+``watcher_strategies`` 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:`~.BaseStrategy.get_name` class method of
+your strategy.
+
+Here below is how you would proceed to register ``NewStrategy`` using pbr_:
+
+.. code-block:: ini
+
+    [entry_points]
+    watcher_strategies =
+        new_strategy = thirdparty.new:NewStrategy
+
+
+To get a better understanding on how to implement a more advanced strategy,
+have a look at the :py:class:`~.BasicConsolidation` class.
+
+.. _pbr: http://docs.openstack.org/developer/pbr/
+
+Using strategy 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 strategies (alongside the goals they
+should satisfy) you implemented upon restarting the :ref:`Watcher Decision
+Engine <watcher_decision_engine_definition>`.
+
+You should take care when installing strategy plugins. By their very nature,
+there are no guarantees that utilizing them as is will be supported, as
+they may require a set of metrics which is not yet available within the
+Telemetry service. In such a case, please do make sure that you first
+check/configure the latter so your new strategy can be fully functional.
+
+Querying metrics
+----------------
+
+A large set of metrics, generated by OpenStack modules, can be used in your
+strategy implementation. To collect these metrics, Watcher provides a
+`Helper`_ for two data sources which are `Ceilometer`_ and `Monasca`_. If you
+wish to query metrics from a different data source, you can implement your own
+and directly use it from within your new strategy. Indeed, strategies in
+Watcher have the cluster data models decoupled from the data sources which
+means that you may keep the former while changing the latter.
+The recommended way for you to support a new data source is to implement a new
+helper that would encapsulate within separate methods the queries you need to
+perform. To then use it, you would just have to instantiate it within your
+strategy.
+
+If you want to use Ceilometer but with your own metrics database backend,
+please refer to the `Ceilometer developer guide`_. The list of the available
+Ceilometer backends is located here_. The `Ceilosca`_ project is a good example
+of how to create your own pluggable backend. Moreover, 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/decision_engine/cluster/history/ceilometer.py
+.. _`Ceilometer developer guide`: http://docs.openstack.org/developer/ceilometer/architecture.html#storing-the-data
+.. _`Ceilometer`: http://docs.openstack.org/developer/ceilometer/
+.. _`Monasca`: https://github.com/openstack/monasca-api/blob/master/docs/monasca-api-spec.md
+.. _`here`: http://docs.openstack.org/developer/ceilometer/install/dbreco.html#choosing-a-database-backend
+.. _`Ceilometer plugin`: http://docs.openstack.org/developer/ceilometer/plugins.html
+.. _`Ceilosca`: https://github.com/openstack/monasca-ceilometer/blob/master/ceilosca/ceilometer/storage/impl_monasca.py
+
+Read usage metrics using the Watcher Datasource Helper
+------------------------------------------------------
+
+The following code snippet shows how to invoke a Datasource Helper class:
+
+.. code-block:: py
+
+    from watcher.datasource import ceilometer as ceil
+    from watcher.datasource import monasca as mon
+
+    @property
+    def ceilometer(self):
+        if self._ceilometer is None:
+            self._ceilometer = ceil.CeilometerHelper(osc=self.osc)
+        return self._ceilometer
+
+    @property
+    def monasca(self):
+        if self._monasca is None:
+            self._monasca = mon.MonascaHelper(osc=self.osc)
+        return self._monasca
+
+Using that you can now query the values for that specific metric:
+
+.. code-block:: py
+
+        if self.config.datasource == "ceilometer":
+            resource_id = "%s_%s" % (node.uuid, node.hostname)
+            return self.ceilometer.statistic_aggregation(
+                resource_id=resource_id,
+                meter_name='compute.node.cpu.percent',
+                period="7200",
+                aggregate='avg',
+            )
+        elif self.config.datasource == "monasca":
+            statistics = self.monasca.statistic_aggregation(
+                meter_name='compute.node.cpu.percent',
+                dimensions=dict(hostname=node.uuid),
+                period=7200,
+                aggregate='avg'
+            )

doc/source/contributor/rally_link.rst

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

doc/source/contributor/testing.rst

@@ -14,7 +14,7 @@ Unit tests
 ==========
 
 All unit tests should be run using `tox`_. To run the same unit tests that are
-executing onto `Gerrit`_ which includes ``py34``, ``py27`` and ``pep8``, you
+executing onto `Gerrit`_ which includes ``py35``, ``py27`` and ``pep8``, you
 can issue the following command::
 
     $ workon watcher
@@ -26,7 +26,7 @@ If you want to only run one of the aforementioned, you can then issue one of
 the following::
 
     $ workon watcher
-    (watcher) $ tox -e py34
+    (watcher) $ tox -e py35
     (watcher) $ tox -e py27
     (watcher) $ tox -e pep8
 

doc/source/deploy/conf-files.rst

@@ -1,14 +0,0 @@
-.. _watcher_sample_configuration_files:
-
-==================================
-Watcher sample configuration files
-==================================
-
-watcher.conf
-~~~~~~~~~~~~
-
-The ``watcher.conf`` file contains most of the options to configure the
-Watcher services.
-
-.. literalinclude:: ../watcher.conf.sample
-   :language: ini

doc/source/deploy/user-guide.rst

@@ -1,137 +0,0 @@
-..
-      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/
-
-.. _user-guide:
-
-==================
-Watcher User Guide
-==================
-
-See the
-`architecture page <https://factory.b-com.com/www/watcher/doc/watcher/architecture.html>`_
-for an architectural overview of the different components of Watcher and how
-they fit together.
-
-In this guide we're going to take you through the fundamentals of using
-Watcher.
-
-The following diagram shows the main interactions between the
-:ref:`Administrator <administrator_definition>` and the Watcher system:
-
-.. image:: ../images/sequence_overview_watcher_usage.png
-   :width: 100%
-
-
-Getting started with Watcher
-----------------------------
-This guide assumes you have a working installation of Watcher. If you get
-"*watcher: command not found*" you may have to verify your installation.
-Please refer to the `installation guide`_.
-In order to use Watcher, you have to configure your credentials suitable for
-watcher command-line tools.
-If you need help on a specific command, you can use:
-
-.. code:: bash
-
-  $ watcher help COMMAND
-
-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
-
-Seeing what the Watcher CLI can do ?
-------------------------------------
-We can see all of the commands available with Watcher CLI by running the
-watcher binary without options.
-
-.. code:: bash
-
-  $ watcher
-
-How do I run an audit of my cluster ?
--------------------------------------
-
-First, you need to create an :ref:`audit template <audit_template_definition>`.
-An :ref:`audit template <audit_template_definition>` defines an optimization
-:ref:`goal <goal_definition>` to achieve (i.e. the settings of your audit).
-This goal should be declared in the Watcher service configuration file
-**/etc/watcher/watcher.conf**.
-
-.. code:: bash
-
-  $ watcher audit-template-create my_first_audit DUMMY
-
-If you get "*You must provide a username via either --os-username or via
-env[OS_USERNAME]*" you may have to verify your credentials.
-
-Then, you can create an audit. An audit is a request for optimizing your
-cluster depending on the specified :ref:`goal <goal_definition>`.
-
-You can launch an audit on your cluster by referencing the
-:ref:`audit template <audit_template_definition>` (i.e. the settings of your
-audit) that you want to use.
-
-- Get the :ref:`audit template <audit_template_definition>` UUID:
-
-.. code:: bash
-
-  $ watcher audit-template-list
-
-- Start an audit based on this :ref:`audit template
-  <audit_template_definition>` settings:
-
-.. code:: bash
-
-  $ watcher audit-create -a <your_audit_template_uuid>
-
-
-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
-:ref:`goal <goal_definition>` to achieve. You can see all of the goals
-available in section ``[watcher_strategies]`` of the Watcher service
-configuration file.
-
-- Wait until the Watcher audit has produced a new :ref:`action plan
-  <action_plan_definition>`, and get it:
-
-.. code:: bash
-
-  $ watcher action-plan-list --audit <the_audit_uuid>
-
-- Have a look on the list of optimization :ref:`actions <action_definition>`
-  contained in this new :ref:`action plan <action_plan_definition>`:
-
-.. code:: bash
-
-  $ watcher action-list --action-plan <the_action_plan_uuid>
-
-
-Once you have learned how to create an :ref:`Action Plan
-<action_plan_definition>`, it's time to go further by applying it to your
-cluster:
-
-- Execute the :ref:`action plan <action_plan_definition>`:
-
-.. code:: bash
-
-  $ watcher action-plan-start <the_action_plan_uuid>
-
-You can follow the states of the :ref:`actions <action_definition>` by
-periodically calling:
-
-.. code:: bash
-
-  $ watcher action-list
-
-You can also obtain more detailed information about a specific action:
-
-.. code:: bash
-
-  $ watcher action-show <the_action_uuid>
-

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

@@ -1,215 +0,0 @@
-..
-      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_strategy_plugin:
-
-=================================
-Build a new optimization strategy
-=================================
-
-Watcher Decision Engine has an external :ref:`strategy <strategy_definition>`
-plugin interface which gives anyone the ability to integrate an external
-strategy in order to make use of placement algorithms.
-
-This section gives some guidelines on how to implement and integrate custom
-strategies with Watcher.
-
-
-Pre-requisites
-==============
-
-Before using any strategy, you should make sure you have your Telemetry service
-configured so that it would provide you all the metrics you need to be able to
-use your strategy.
-
-
-Creating a new plugin
-=====================
-
-First of all you have to:
-
-- Extend :py:class:`~.BaseStrategy`
-- Implement its :py:meth:`~.BaseStrategy.execute` method
-
-Here is an example showing how you can write a plugin called ``DummyStrategy``:
-
-.. code-block:: python
-
-    import uuid
-
-    class DummyStrategy(BaseStrategy):
-
-        DEFAULT_NAME = "dummy"
-        DEFAULT_DESCRIPTION = "Dummy Strategy"
-
-        def __init__(self, name=DEFAULT_NAME, description=DEFAULT_DESCRIPTION):
-            super(DummyStrategy, self).__init__(name, description)
-
-        def execute(self, model):
-            migration_type = 'live'
-            src_hypervisor = 'compute-host-1'
-            dst_hypervisor = 'compute-host-2'
-            instance_id = uuid.uuid4()
-            parameters = {'migration_type': migration_type,
-                          'src_hypervisor': src_hypervisor,
-                          'dst_hypervisor': dst_hypervisor}
-            self.solution.add_action(action_type="migration",
-                                     resource_id=instance_id,
-                                     input_parameters=parameters)
-            # Do some more stuff here ...
-            return self.solution
-
-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 shall contain the sequenced flow of actions to be
-executed by the :ref:`Watcher Applier <watcher_applier_definition>`.
-
-Please note that your strategy class will be instantiated without any
-parameter. Therefore, you should make sure not to make any of them required in
-your ``__init__`` method.
-
-
-Abstract Plugin Class
-=====================
-
-Here below is the abstract :py:class:`~.BaseStrategy` class that every single
-strategy should implement:
-
-.. autoclass:: watcher.decision_engine.strategy.strategies.base.BaseStrategy
-    :members:
-    :noindex:
-
-
-Add a new entry point
-=====================
-
-In order for the Watcher Decision Engine to load your new strategy, the
-strategy must be registered as a named entry point under the
-``watcher_strategies`` 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.
-
-Here below is how you would proceed to register ``DummyStrategy`` using pbr_:
-
-.. code-block:: ini
-
-    [entry_points]
-    watcher_strategies =
-        dummy = thirdparty.dummy:DummyStrategy
-
-
-To get a better understanding on how to implement a more advanced strategy,
-have a look at the :py:class:`~.BasicConsolidation` class.
-
-.. _pbr: http://docs.openstack.org/developer/pbr/
-
-Using strategy 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 use your new strategy if you reference it in the
-``goals`` under the ``[watcher_goals]`` section of your ``watcher.conf``
-configuration file. For example, if you want to use a ``dummy`` strategy you
-just installed, you would have to associate it to a goal like this:
-
-.. code-block:: ini
-
-    [watcher_goals]
-    goals = BALANCE_LOAD:basic,MINIMIZE_ENERGY_CONSUMPTION:dummy
-
-
-You should take care when installing strategy plugins. By their very nature,
-there are no guarantees that utilizing them as is will be supported, as
-they may require a set of metrics which is not yet available within the
-Telemetry service. In such a case, please do make sure that you first
-check/configure the latter so your new strategy can be fully functional.
-
-Querying metrics
-----------------
-
-A large set of metrics, generated by OpenStack modules, can be used in your
-strategy implementation. To collect these metrics, Watcher provides a
-`Helper`_ to the Ceilometer API, which makes this API reusable and easier
-to used.
-
-If you want to use your own metrics database backend, please refer to the
-`Ceilometer developer guide`_. Indeed, Ceilometer's pluggable model allows
-for various types of backends.  A list of the available backends is located
-here_. The Ceilosca project is a good example of how to create your own
-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
-.. _`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
-.. _`Ceilosca`: https://github.com/openstack/monasca-ceilometer/blob/master/ceilosca/ceilometer/storage/impl_monasca.py
-
-
-Read usage metrics using the Python binding
--------------------------------------------
-
-You can find the information about the Ceilometer Python binding on the
-OpenStack `ceilometer client python API documentation
-<http://docs.openstack.org/developer/python-ceilometerclient/api.html>`_
-
-To facilitate the process, Watcher provides the ``osc`` attribute to every
-strategy which includes clients to major OpenStack services, including
-Ceilometer. So to access it within your strategy, you can do the following:
-
-.. code-block:: py
-
-    # Within your strategy "execute()"
-    cclient = self.osc.ceilometer
-    # TODO: Do something here
-
-Using that you can now query the values for that specific metric:
-
-.. code-block:: py
-
-    query = None  # e.g. [{'field': 'foo', 'op': 'le', 'value': 34},]
-    value_cpu = cclient.samples.list(
-        meter_name='cpu_util',
-        limit=10, q=query)
-
-
-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.api.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
-
-    query_history  = ceil.CeilometerClusterHistory()
-
-Using that you can now query the values for that specific metric:
-
-.. code-block:: py
-
-    query_history.statistic_aggregation(resource_id=hypervisor.uuid,
-                                  meter_name='compute.node.cpu.percent',
-                                  period="7200",
-                                  aggregate='avg'
-                                  )

doc/source/dev/plugins.rst

@@ -1,38 +0,0 @@
-..
-      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/
-
-
-=================
-Available Plugins
-=================
-
-.. _watcher_strategies:
-
-Strategies
-==========
-
-.. drivers-doc:: watcher_strategies
-
-.. _watcher_actions:
-
-Actions
-=======
-
-.. drivers-doc:: watcher_actions
-
-.. _watcher_workflow_engines:
-
-Workflow Engines
-================
-
-.. drivers-doc:: watcher_workflow_engines
-
-.. _watcher_planners:
-
-Planners
-========
-
-.. drivers-doc:: watcher_planners

doc/source/glossary.rst

@@ -65,6 +65,14 @@ Audit
 
 .. _audit_template_definition:
 
+Audit Scope
+===========
+
+An Audit Scope is a set of audited resources. Audit Scope should be defined
+in each Audit Template (which contains the Audit settings).
+
+.. _audit_scope_definition:
+
 Audit Template
 ==============
 
@@ -96,17 +104,11 @@ The :ref:`Cluster <cluster_definition>` may be divided in one or several
 
 .. _cluster_data_model_definition:
 
-Cluster Data Model
-==================
+Cluster Data Model (CDM)
+========================
 
-.. watcher-term:: watcher.metrics_engine.cluster_model_collector.api
+.. watcher-term:: watcher.decision_engine.model.collector.base
 
-.. _cluster_history_definition:
-
-Cluster History
-===============
-
-.. watcher-term:: watcher.metrics_engine.cluster_history.api
 
 .. _controller_node_definition:
 
@@ -131,7 +133,8 @@ 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/ops-guide/arch-compute-nodes.html>`_.
 
 .. _customer_definition:
 
@@ -163,7 +166,8 @@ Goal
 Host Aggregate
 ==============
 
-Please, read `the official OpenStack definition of a Host Aggregate <http://docs.openstack.org/developer/nova/aggregates.html>`_.
+Please, read `the official OpenStack definition of a Host Aggregate
+<http://docs.openstack.org/developer/nova/aggregates.html>`_.
 
 .. _instance_definition:
 
@@ -211,7 +215,23 @@ 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:
 
@@ -223,8 +243,8 @@ measure of how much of the :ref:`Goal <goal_definition>` has been achieved in
 respect with constraints and :ref:`SLAs <sla_definition>` defined by the
 :ref:`Customer <customer_definition>`.
 
-The way efficacy is evaluated will depend on the
-:ref:`Goal <goal_definition>` to achieve.
+The way efficacy is evaluated will depend on the :ref:`Goal <goal_definition>`
+to achieve.
 
 Of course, the efficacy will be relevant only as long as the
 :ref:`Action Plan <action_plan_definition>` is relevant
@@ -234,14 +254,15 @@ 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 +280,15 @@ 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:
 
@@ -323,7 +351,7 @@ Solution
 Strategy
 ========
 
-.. watcher-term::  watcher.decision_engine.strategy.strategies.base
+.. watcher-term::  watcher.api.controllers.v1.strategy
 
 .. _watcher_applier_definition:
 
@@ -364,4 +392,3 @@ Watcher Planner
 ===============
 
 .. watcher-term:: watcher.decision_engine.planner.base
-

doc/source/image_src/plantuml/README.rst

@@ -0,0 +1,14 @@
+plantuml
+========
+
+
+To build an image from a source file, you have to upload the plantuml JAR file
+available on  http://plantuml.com/download.html.
+After, just run this command to build your image:
+
+.. code-block:: shell
+
+    $ cd doc/source/images
+    $ java -jar /path/to/plantuml.jar doc/source/image_src/plantuml/my_image.txt
+    $ ls doc/source/images/
+    my_image.png

doc/source/image_src/plantuml/action_plan_state_machine.txt

@@ -7,10 +7,14 @@ ONGOING --> FAILED: Something failed while executing\nthe Action Plan in the Wat
 ONGOING --> SUCCEEDED: The Watcher Applier executed\nthe Action Plan successfully
 FAILED --> DELETED : Administrator removes\nAction Plan
 SUCCEEDED --> DELETED : Administrator removes\nAction Plan
-ONGOING --> CANCELLED : Administrator cancels\nAction Plan
+ONGOING --> CANCELLING : Administrator cancels\nAction Plan
+CANCELLING --> CANCELLED : The Watcher Applier cancelled\nthe Action Plan successfully
+CANCELLING --> FAILED : Something failed while cancelling\nthe Action Plan in the Watcher Applier
 RECOMMENDED --> CANCELLED : Administrator cancels\nAction Plan
+RECOMMENDED --> SUPERSEDED : The Watcher Decision Engine supersedes\nAction Plan
 PENDING --> CANCELLED : Administrator cancels\nAction Plan
 CANCELLED --> DELETED
+SUPERSEDED --> DELETED
 DELETED --> [*]
 
 @enduml

doc/source/image_src/plantuml/audit_state_machine.txt

@@ -4,11 +4,14 @@
 PENDING --> ONGOING: Audit request is received\nby the Watcher Decision Engine
 ONGOING --> FAILED: Audit fails\n(no solution found, technical error, ...)
 ONGOING --> SUCCEEDED: The Watcher Decision Engine\ncould find at least one Solution
+ONGOING --> SUSPENDED: Administrator wants to\nsuspend the Audit
+SUSPENDED --> ONGOING: Administrator wants to\nresume the Audit
 FAILED --> DELETED : Administrator wants to\narchive/delete the Audit
 SUCCEEDED --> DELETED : Administrator wants to\narchive/delete the Audit
 PENDING --> CANCELLED : Administrator cancels\nthe Audit
 ONGOING --> CANCELLED : Administrator cancels\nthe Audit
 CANCELLED --> DELETED : Administrator wants to\narchive/delete the Audit
+SUSPENDED --> DELETED: Administrator wants to\narchive/delete the Audit
 DELETED --> [*]
 
 @enduml

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_create_and_launch_audit.txt

@@ -3,7 +3,7 @@
 
 actor Administrator
 
-Administrator -> "Watcher CLI" : watcher audit-create -a <audit_template_uuid>
+Administrator -> "Watcher CLI" : watcher audit create -a <audit_template>
 
 "Watcher CLI" -> "Watcher API" : POST audit(parameters)
 "Watcher API" -> "Watcher Database" : create new audit in database (status=PENDING)
@@ -14,7 +14,7 @@ Administrator -> "Watcher CLI" : watcher audit-create -a <audit_template_uuid>
 Administrator <-- "Watcher CLI" : new audit uuid
 
 "Watcher API" -> "AMQP Bus" : trigger_audit(new_audit.uuid)
-"AMQP Bus" -> "Watcher Decision Engine" : trigger_audit(new_audit.uuid)
+"AMQP Bus" -> "Watcher Decision Engine" : trigger_audit(new_audit.uuid) (status=ONGOING)
 
 ref over "Watcher Decision Engine"
   Trigger audit in the

doc/source/image_src/plantuml/sequence_create_audit_template.txt

@@ -2,15 +2,21 @@
 
 actor Administrator
 
-Administrator -> "Watcher CLI" : watcher audit-template-create <name> <goal>
+Administrator -> "Watcher CLI" : watcher audittemplate create <name> <goal> \
+[--strategy-uuid <strategy>]
 "Watcher CLI" -> "Watcher API" : POST audit_template(parameters)
 
-"Watcher API" -> "Watcher API" : make sure goal exist in configuration
-"Watcher API" -> "Watcher Database" : create new audit_template in database
+"Watcher API" -> "Watcher Database" : Request if goal exists in database
+"Watcher API" <-- "Watcher Database" : OK
 
-"Watcher API" <-- "Watcher Database" : new audit template uuid
-"Watcher CLI" <-- "Watcher API" : return new audit template URL in HTTP Location Header
-Administrator <-- "Watcher CLI" : new audit template uuid
+"Watcher API" -> "Watcher Database" : Request if strategy exists in database (if provided)
+"Watcher API" <-- "Watcher Database" : OK
+
+"Watcher API" -> "Watcher Database" : Create new audit_template in database
+"Watcher API" <-- "Watcher Database" : New audit template UUID
+
+"Watcher CLI" <-- "Watcher API" : Return new audit template URL in HTTP Location Header
+Administrator <-- "Watcher CLI" : New audit template UUID
 
 @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_launch_action_plan.txt

@@ -2,10 +2,10 @@
 
 actor Administrator
 
-Administrator -> "Watcher CLI" : watcher action-plan-start <action_plan_uuid>
+Administrator -> "Watcher CLI" : watcher actionplan start <action_plan_uuid>
 
-"Watcher CLI" -> "Watcher API" : PATCH action_plan(state=TRIGGERED)
-"Watcher API" -> "Watcher Database" : action_plan.state=TRIGGERED
+"Watcher CLI" -> "Watcher API" : PATCH action_plan(state=PENDING)
+"Watcher API" -> "Watcher Database" : action_plan.state=PENDING
 
 "Watcher CLI" <-- "Watcher API" : HTTP 200
 

doc/source/image_src/plantuml/sequence_overview_watcher_usage.txt

@@ -4,7 +4,7 @@ actor Administrator
 
 == Create some Audit settings ==
 
-Administrator -> Watcher : create new Audit Template (i.e. Audit settings : goal, scope, deadline,...)
+Administrator -> Watcher : create new Audit Template (i.e. Audit settings : goal, scope, ...)
 Watcher -> Watcher : save Audit Template in database
 Administrator <-- Watcher : Audit Template UUID
 

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_db_schema_diagram.txt

@@ -0,0 +1,153 @@
+@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
+    scope : JSONEncodedList
+
+    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
+    interval : Integer, nullable
+    parameters : JSONEncodedDict, nullable
+    scope : JSONEncodedList, nullable
+    auto_trigger: Boolean
+
+    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]
+    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
+    parents : JSONEncodedList, 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
+}
+
+table(service) {
+    primary_key(id: Integer)
+    name: String[255]
+    host: String[255]
+    last_seen_up: DateTime
+
+    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

@@ -1,139 +1,600 @@
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doc/source/index.rst

@@ -43,7 +43,7 @@ Introduction
 
   glossary
   architecture
-  dev/contributing
+  contributor/contributing
 
 
 Getting Started
@@ -52,11 +52,7 @@ Getting Started
 .. toctree::
   :maxdepth: 1
 
-  dev/environment
-  dev/devstack
-  deploy/configuration
-  deploy/conf-files
-  dev/testing
+  contributor/index
 
 API References
 --------------
@@ -64,7 +60,7 @@ API References
 .. toctree::
   :maxdepth: 1
 
-  webapi/v1
+  api/index
 
 Plugins
 -------
@@ -72,24 +68,38 @@ Plugins
 .. toctree::
   :maxdepth: 1
 
-  dev/plugin/base-setup
-  dev/plugin/strategy-plugin
-  dev/plugin/action-plugin
-  dev/plugin/planner-plugin
-  dev/plugins
+  contributor/plugin/index
 
+Installation
+============
+.. toctree::
+  :maxdepth: 2
+
+  install/index
+
+Watcher Configuration Options
+=============================
+
+.. toctree::
+  :maxdepth: 2
+
+  configuration/index
 
 Admin Guide
 ===========
 
-Introduction
-------------
+.. toctree::
+  :maxdepth: 2
+
+  admin/index
+
+User Guide
+==========
 
 .. toctree::
-  :maxdepth: 1
+  :maxdepth: 2
 
-  deploy/installation
-  deploy/user-guide
+  user/index
 
 Watcher Manual Pages
 ====================
@@ -98,7 +108,7 @@ Watcher Manual Pages
    :glob:
    :maxdepth: 1
 
-   man/*
+   man/index
 
 .. # NOTE(mriedem): This is the section where we hide things that we don't
    # actually want in the table of contents but sphinx build would fail if

doc/source/install/common_configure.rst

@@ -0,0 +1,71 @@
+2. Edit the ``/etc/watcher/watcher.conf`` file and complete the following
+   actions:
+
+   * In the ``[database]`` section, configure database access:
+
+     .. code-block:: ini
+
+        [database]
+        ...
+        connection = mysql+pymysql://watcher:WATCHER_DBPASS@controller/watcher?charset=utf8
+
+   * In the `[DEFAULT]` section, configure the transport url for RabbitMQ message broker.
+
+     .. code-block:: ini
+
+        [DEFAULT]
+        ...
+        control_exchange = watcher
+        transport_url = rabbit://openstack:RABBIT_PASS@controller
+
+     Replace the RABBIT_PASS with the password you chose for OpenStack user in RabbitMQ.
+
+   * In the `[keystone_authtoken]` section, configure Identity service access.
+
+     .. code-block:: ini
+
+        [keystone_authtoken]
+        ...
+        auth_uri = http://controller:5000
+        auth_url = http://controller:35357
+        memcached_servers = controller:11211
+        auth_type = password
+        project_domain_name = default
+        user_domain_name = default
+        project_name = service
+        username = watcher
+        password = WATCHER_PASS
+
+     Replace WATCHER_PASS with the password you chose for the watcher user in the Identity service.
+
+   * Watcher interacts with other OpenStack projects via project clients, in order to instantiate these
+     clients, Watcher requests new session from Identity service. In the `[watcher_client_auth]` section,
+     configure the identity service access to interact with other OpenStack project clients.
+
+     .. code-block:: ini
+
+        [watcher_client_auth]
+        ...
+        auth_type = password
+        auth_url = http://controller:35357
+        username = watcher
+        password = WATCHER_PASS
+        project_domain_name = default
+        user_domain_name = default
+        project_name = service
+
+     Replace WATCHER_PASS with the password you chose for the watcher user in the Identity service.
+
+   * In the `[oslo_messaging_notifications]` section, configure the messaging driver.
+
+     .. code-block:: ini
+
+        [oslo_messaging_notifications]
+        ...
+        driver = messagingv2
+
+3. Populate watcher database:
+
+   .. code-block:: ini
+
+     su -s /bin/sh -c "watcher-db-manage --config-file /etc/watcher/watcher.conf create_schema"

doc/source/install/common_prerequisites.rst

@@ -0,0 +1,139 @@
+Prerequisites
+-------------
+
+Before you install and configure the Infrastructure Optimization service,
+you must create a database, service credentials, and API endpoints.
+
+1. Create the database, complete these steps:
+
+   * Use the database access client to connect to the database
+     server as the ``root`` user:
+
+     .. code-block:: console
+
+        $ mysql -u root -p
+
+   * Create the ``watcher`` database:
+
+     .. code-block:: console
+
+        CREATE DATABASE watcher CHARACTER SET utf8;
+
+   * Grant proper access to the ``watcher`` database:
+
+     .. code-block:: console
+
+        GRANT ALL PRIVILEGES ON watcher.* TO 'watcher'@'localhost' \
+          IDENTIFIED BY 'WATCHER_DBPASS';
+        GRANT ALL PRIVILEGES ON watcher.* TO 'watcher'@'%' \
+          IDENTIFIED BY 'WATCHER_DBPASS';
+
+     Replace ``WATCHER_DBPASS`` with a suitable password.
+
+   * Exit the database access client.
+
+     .. code-block:: console
+
+        exit;
+
+2. Source the ``admin`` credentials to gain access to
+   admin-only CLI commands:
+
+   .. code-block:: console
+
+      $ . admin-openrc
+
+3. To create the service credentials, complete these steps:
+
+   * Create the ``watcher`` user:
+
+     .. code-block:: console
+
+        $ openstack user create --domain default --password-prompt watcher
+          User Password:
+          Repeat User Password:
+          +---------------------+----------------------------------+
+          | Field               | Value                            |
+          +---------------------+----------------------------------+
+          | domain_id           | default                          |
+          | enabled             | True                             |
+          | id                  | b18ee38e06034b748141beda8fc8bfad |
+          | name                | watcher                          |
+          | options             | {}                               |
+          | password_expires_at | None                             |
+          +---------------------+----------------------------------+
+
+
+   * Add the ``admin`` role to the ``watcher`` user:
+
+     .. code-block:: console
+
+        $ openstack role add --project service --user watcher admin
+
+     .. note::
+
+        This command produces no output.
+
+   * Create the watcher service entities:
+
+     .. code-block:: console
+
+        $ openstack service create --name watcher --description "Infrastructure Optimization" infra-optim
+          +-------------+----------------------------------+
+          | Field       | Value                            |
+          +-------------+----------------------------------+
+          | description | Infrastructure Optimization      |
+          | enabled     | True                             |
+          | id          | d854f6fff0a64f77bda8003c8dedfada |
+          | name        | watcher                          |
+          | type        | infra-optim                      |
+          +-------------+----------------------------------+
+
+
+4. Create the Infrastructure Optimization service API endpoints:
+
+   .. code-block:: console
+
+      $ openstack endpoint create --region RegionOne \
+        infra-optim public http://controller:9322
+        +-------------+----------------------------------+
+        | Field       | Value                            |
+        +-------------+----------------------------------+
+        | description | Infrastructure Optimization      |
+        | enabled     | True                             |
+        | id          | d854f6fff0a64f77bda8003c8dedfada |
+        | name        | watcher                          |
+        | type        | infra-optim                      |
+        +-------------+----------------------------------+
+
+      $ openstack endpoint create --region RegionOne \
+        infra-optim internal http://controller:9322
+        +--------------+----------------------------------+
+        | Field        | Value                            |
+        +--------------+----------------------------------+
+        | enabled      | True                             |
+        | id           | 225aef8465ef4df48a341aaaf2b0a390 |
+        | interface    | internal                         |
+        | region       | RegionOne                        |
+        | region_id    | RegionOne                        |
+        | service_id   | d854f6fff0a64f77bda8003c8dedfada |
+        | service_name | watcher                          |
+        | service_type | infra-optim                      |
+        | url          | http://controller:9322           |
+        +--------------+----------------------------------+
+
+      $ openstack endpoint create --region RegionOne \
+        infra-optim admin http://controller:9322
+        +--------------+----------------------------------+
+        | Field        | Value                            |
+        +--------------+----------------------------------+
+        | enabled      | True                             |
+        | id           | 375eb5057fb546edbdf3ee4866179672 |
+        | interface    | admin                            |
+        | region       | RegionOne                        |
+        | region_id    | RegionOne                        |
+        | service_id   | d854f6fff0a64f77bda8003c8dedfada |
+        | service_name | watcher                          |
+        | service_type | infra-optim                      |
+        | url          | http://controller:9322           |
+        +--------------+----------------------------------+