Created a guide for writing heat templates to enable auto-scaling.
- Utilises the metrics/meters created by the ceilometer/gnochhi plugins. - Added in some sample templates. Change-Id: Id6de4a6769441060178ce7344e1d63c50098f4ac
This commit is contained in:
Helena McGough
Helena
parent
c85245b6f2
commit
b440d42780
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@ -136,3 +136,9 @@ In addition to this, alarms can be created manually via the Aodh command line
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based on the metrics generated by the gnocchi plugin and meters from the
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ceilometer plugin. For more information on this please read
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doc/source/alarms_guide.rst.
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Finally an alarm can also be created in a heat template. The instructions for
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this are provided in:
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See :doc:`<heat_scaling_guide.rst>`
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This enables you to scale a resource that you define based on the triggering of
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an alarm.
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@ -0,0 +1,57 @@
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heat_template_version: 2014-10-16
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description: A simple auto-scalable server, based on a gnocchi_aggregation_by_metrics_alarm.
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resources:
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group:
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type: OS::Heat::AutoScalingGroup
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properties:
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cooldown: 60
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desired_capacity: 2
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max_size: 3
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min_size: 1
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resource:
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type: OS::Nova::Server
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properties:
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image: cirros-0.3.5-x86_64-disk
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flavor: m1.nano
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networks:
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- network: public
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key_name: scale
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scaleup_policy:
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type: OS::Heat::ScalingPolicy
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properties:
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adjustment_type: change_in_capacity
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auto_scaling_group_id: { get_resource: group }
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cooldown: 60
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scaling_adjustment: 1
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scaledown_policy:
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type: OS::Heat::ScalingPolicy
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properties:
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adjustment_type: change_in_capacity
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auto_scaling_group_id: { get_resource: group }
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cooldown: 60
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scaling_adjustment: -1
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no_change_policy:
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type: OS::Heat::ScalingPolicy
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properties:
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adjustment_type: change_in_capacity
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auto_scaling_group_id: { get_resource: group }
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cooldown: 60
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scaling_adjustment: 0
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cpu_alarm_high:
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type: OS::Aodh::GnocchiAggregationByMetricsAlarm
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properties:
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metrics: [<LIST_OF_METRIC_IDS>]
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threshold: 1
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alarm_actions:
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- {get_attr: [scaleup_policy, alarm_url]}
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ok_actions:
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- {get_attr: [scaledown_policy, alarm_url]}
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insufficient_actions:
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- {get_attr: [no_change_policy, alarm_url]}
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comparison_operator: gt
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aggregation_method: mean
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@ -0,0 +1,59 @@
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heat_template_version: 2014-10-16
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description: A simple auto-scalable server, based on a threshold alarm.
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resources:
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group:
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type: OS::Heat::AutoScalingGroup
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properties:
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cooldown: 60
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desired_capacity: 2
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max_size: 3
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min_size: 1
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resource:
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type: OS::Nova::Server
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properties:
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image: cirros-0.3.5-x86_64-disk
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flavor: m1.nano
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networks:
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- network: public
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key_name: scale
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scaleup_policy:
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type: OS::Heat::ScalingPolicy
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properties:
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adjustment_type: change_in_capacity
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auto_scaling_group_id: { get_resource: group }
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cooldown: 60
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scaling_adjustment: 1
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scaledown_policy:
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type: OS::Heat::ScalingPolicy
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properties:
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adjustment_type: change_in_capacity
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auto_scaling_group_id: { get_resource: group }
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cooldown: 60
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scaling_adjustment: -1
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no_change_policy:
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type: OS::Heat::ScalingPolicy
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properties:
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adjustment_type: change_in_capacity
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auto_scaling_group_id: { get_resource: group }
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cooldown: 60
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scaling_adjustment: 0
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cpu_alarm_high:
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type: OS::Aodh::Alarm
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properties:
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meter: cpu.cpu
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threshold: 1
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period: 60
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evaluation_period: 1
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alarm_actions:
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- {get_attr: [scaleup_policy, alarm_url]}
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ok_actions:
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- {get_attr: [scaledown_policy, alarm_url]}
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insufficient_actions:
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- {get_attr: [no_change_policy, alarm_url]}
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comparison_operator: gt
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statistic: max
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@ -0,0 +1,167 @@
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..
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Licensed under the Apache License, Version 2.0 (the "License"); you may
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not use this file except in compliance with the License. You may obtain
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a copy of the License at
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http://www.apache.org/licenses/LICENSE-2.0
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Unless required by applicable law or agreed to in writing, software
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distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
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WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
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License for the specific language governing permissions and limitations
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under the License.
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Convention for heading levels in collectd-ceilometer-plugin documentation:
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======= Heading 0 (reserved for the title in a document)
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------- Heading 1
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~~~~~~~ Heading 2
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+++++++ Heading 3
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''''''' Heading 4
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Avoid deeper levels because they do not render well.
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===========================================================
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Instructions for enabling auto-scaling using heat templates
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===========================================================
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This is a guide that provides instructions on how to create a heat template
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to enable auto-scaling of a cloud application based on alarms.
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To make use of the metrics/meters generated by the ceilometer and gnocchi
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plugins, a heat template can be created that will auto-scale
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a user defined resource based on Aodh alarms. These alarms can monitor the new
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metrics/meters generated by the plugins. The template will outline the
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infrastructure of the desired cloud application, as well as the resources that
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will trigger and monitor the scaling feature, i.e. the alarms, groups and
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policies.
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.. note::
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The collectd-ceilometer and collectd-gnocchi plugins only support
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certain types of Aodh alarms. Please find a list of these options in
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https://github.com/openstack/collectd-ceilometer-plugin/blob/master/doc/source/alarms_guide.rst.
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Creating a heat template for auto-scaling
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-----------------------------------------
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Please follow the steps below to create a heat template that enables auto-scaling:
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1. The instructions outlined in the link below will enable you to create a
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simple template that will define your resource, i.e. the cloud application,
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that you want to scale, e.g. OS::Nova::Server.
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https://docs.openstack.org/developer/heat/template_guide/hot_guide.html
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2. Define the scaling group for the above resource that you want to scale. At a
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minimum the "desired_capacity", the "min_size" and the "max_size" and the
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resource itself has to be specified.
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For more information on this resource:
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https://docs.openstack.org/developer/heat/template_guide/openstack.html#OS::Heat::AutoScalingGroup
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::
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group:
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type: OS::Heat::AutoScalingGroup
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3. Specify the policies that will be applied if an alarm is triggered.
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Depending on the type of alarm that will be used to trigger these policies
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a separate policy can be defined for each alarm state; "alarm", "ok" and
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"insufficient data".
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For more information on this resource:
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https://docs.openstack.org/developer/heat/template_guide/openstack.html#OS::Heat::ScalingPolicy
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::
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policy:
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type: OS::Heat::ScalingPolicy
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4. Define the alarm/s that will trigger the scaling, follow the
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instructions for the relevant plugins in the final two sections of
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this guide.
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5. Create your heat stack using this template that you have written.
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Run the following command:
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::
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heat stack create -t <TEMPLATE_NAME.yml> <STACK_NAME>
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Verification of Stack Creation and Scaling
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------------------------------------------
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To verify that your stack has been created run the following command;
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::
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heat stack list
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The status of the stack should be "CREATE_COMPLETE". This means that all
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of the resources defined within the template have been created. To confirm
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this check the event list of the stack:
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::
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heat stack event list <STACK_NAME>
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Additionally, this command will allow you to observe whether the alarm you
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have defined has changed state and if it has scaled your cloud application
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resource accordingly.
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Alternatively you can monitor the state of your alarm by running:
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::
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aodh alarm list
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If you defined an OS::Nova::Server as your application, then you can check if
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it has scaled up/down via:
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::
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openstack server list
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collectd-ceilometer-plugin alarms
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---------------------------------
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As described in alarms_guide.rst, this plugin allows you to create Aodh
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threshold alarms. This type of alarm can be defined in a heat template using
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an OS::Aodh::Alarm resource.
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Define this resource with the ceilometer meter that you want to monitor and
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the threshold you want the alarm to be triggered at.
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For more information on this resource:
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https://docs.openstack.org/developer/heat/template_guide/openstack.html#OS::Aodh::Alarm
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::
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threshold_alarm:
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type: OS::Aodh::Alarm
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Please find a sample template for this type here:
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https://github.com/openstack/collectd-ceilometer-plugin/tree/master/doc/source/examples/templates/threshold.yml.
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Adjust variables accordingly to suit your environment.
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collectd-gnocchi-plugin alarms
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------------------------------
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Again, the alarms available for this plugin are defined in alarms_guide.rst.
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To create a "gnocchi_aggregation_by_metrics_alarm" in a heat template define an
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OS::Aodh::GnocchiAggregationByMetricsAlarm resource.
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Define this resource with the metric/s from the gnocchi plugin and the
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threshold you want the alarm to be triggered on.
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For more information on this resource:
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https://docs.openstack.org/developer/heat/template_guide/openstack.html#OS::Aodh::GnocchiAggregationByMetricsAlarm
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::
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gnocchi_alarm:
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type: OS::Aodh::GnocchiAggregationByMetricsAlarm
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Please find a sample template for this type here:
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https://github.com/openstack/collectd-ceilometer-plugin/tree/master/doc/source/examples/templates/metrics.yml.
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Adjust variables accordingly to suit your environment.
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