Added hashmap module documentation

Change-Id: I360219500cdc7e2110650aa1531b138c95681bbe
This commit is contained in:
Stéphane Albert 2015-05-07 11:49:00 +02:00
parent 56cdfe9a9e
commit b8990cca8e
4 changed files with 306 additions and 2 deletions

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@ -31,6 +31,7 @@ extensions = [
'sphinx.ext.graphviz', 'sphinx.ext.graphviz',
'sphinx.ext.intersphinx', 'sphinx.ext.intersphinx',
'sphinx.ext.viewcode', 'sphinx.ext.viewcode',
'sphinx.ext.mathjax',
'wsmeext.sphinxext', 'wsmeext.sphinxext',
'sphinxcontrib.pecanwsme.rest', 'sphinxcontrib.pecanwsme.rest',
'sphinxcontrib.httpdomain', 'sphinxcontrib.httpdomain',

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@ -42,8 +42,8 @@ API References
webapi/v1 webapi/v1
Modules Modules API
======= ===========
.. toctree:: .. toctree::
:maxdepth: 1 :maxdepth: 1
@ -51,6 +51,15 @@ Modules
webapi/rating/* webapi/rating/*
Modules documentation
=====================
.. toctree::
:maxdepth: 1
:glob:
rating/*
Indices and tables Indices and tables
================== ==================

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@ -0,0 +1,54 @@
digraph "Hashmap's data structure" {
label="HashMap module data structure";
compound=true;
compute;
network [label="network.floating_ip"];
volume;
subgraph cluster_0 {
label="services";
style=dashed;
{rank=same; compute -> network -> volume [style=invis];}
}
compute -> flavor;
subgraph cluster_1 {
label="fields:\nAssociate to metadata";
style=dashed;
flavor;
}
// Mappings
micro [label="value=m1.micro\ntype=flat\ncost=0.1"];
tiny [label="value=m1.tiny\ntype=flat\ncost=0.2"];
small [label="value=m1.small\ntype=flat\ncost=0.4"];
floating [label="\ntype=flat\ncost=0.5"];
// Thresholds
1024 [label="level=1024\ntype=flat\ncost=0.1"];
10240 [label="level=10240\ntype=flat\ncost=0.2"];
subgraph cluster_2 {
label="mappings";
style=dashed;
{rank=same; micro -> tiny -> small -> floating [style=invis];}
}
subgraph cluster_3 {
label="thresholds";
style=dashed;
{rank=same; 1024 -> 10240 [style=invis];}
}
flavor -> micro;
flavor -> tiny;
flavor -> small;
network -> floating;
volume -> 1024;
volume -> 10240;
}

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@ -0,0 +1,240 @@
=====================
Hashmap rating module
=====================
CloudKitty is shipped with core rating modules.
Hashmap composition
===================
You can see hashmap as a simple tree:
.. graphviz:: graph/hashmap.dot
HashMap is composed of different resources and groups.
Group
-----
A group is a way to group calculations of mappings. For example you might want
to apply a set of rules to charge instance_uptime and another set to block
storage volume. You don't want the two to be linked so you'll create one group
for each calculation.
Service
-------
A service is a way to map the rule to the type of data collected (**compute,
image, volume**).
Field
-----
A field is referring to a metadata field of a resource. For example on an
instance object (**compute**), you can use the flavor to define specific rules.
Mapping
-------
A mapping is the final object, it's what triggers calculation, for example a
specific value of flavor on an instance.
It maps cost to a value of metadata in case of field mapping. And directly a
cost in case of service mapping.
Threshold
---------
A threshold entry is used to apply rating rules base on level. Its behaviour is
similar to a mapping except that it applies the cost base on the level.
HashMap formula
===============
Based on all the previous objects here's the calculation formula :
:math:`\sum_{n=1}^N G_n(qty.(T_{rate}\prod(M_{rate})(T_{flat}+M_{flat})))`
:G: Group
:qty: Quantity of resource
:t: threshold
:m: threshold
Example
=======
Compute uptime
--------------
Apply rating rule on the compute service to charge the instance based on it's
flavor and uptime:
Create a group *instance_uptime_flavor*:
.. code:: raw
$ cloudkitty hashmap-create-group -n instance_uptime_flavor
$ cloudkitty hashmap-group-list
+------------------------+--------------------------------------+
| Name | Group id |
+------------------------+--------------------------------------+
| instance_uptime_flavor | 26d2d69a-4c42-47f1-9d44-2cdfad167f7d |
+------------------------+--------------------------------------+
Create the service matching rule:
.. code:: raw
$ cloudkitty hashmap-service-create -n compute
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| name | compute |
| service_id | 08ab2d27-fe95-400c-9602-e5ad5efdda8b |
+------------+--------------------------------------+
Create a field matching rule:
.. code:: raw
$ cloudkitty hashmap-field-create \
-s 08ab2d27-fe95-400c-9602-e5ad5efdda8b -n flavor
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| field_id | f37364af-6525-40fc-ae08-6d4087429862 |
| name | flavor |
| service_id | None |
+------------+--------------------------------------+
Create a mapping in the group *instance_uptime_flavor* that will map m1.tiny
instance to a cost of 0.01:
.. code:: raw
$ cloudkitty hashmap-mapping-create \
-f f37364af-6525-40fc-ae08-6d4087429862 \
-v m1.tiny -t flat -c 0.01 -g 26d2d69a-4c42-47f1-9d44-2cdfad167f7d
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| cost | 0.01 |
| field_id | f37364af-6525-40fc-ae08-6d4087429862 |
| group_id | 26d2d69a-4c42-47f1-9d44-2cdfad167f7d |
| mapping_id | df592a91-a6a5-41fa-ba2e-2f763eaa36e5 |
| service_id | None |
| type | flat |
| value | m1.tiny |
+------------+--------------------------------------+
In this example every machine with the flavor m1.tiny will be charge 0.01 per
collection period.
Volume per gb with discount
---------------------------
Now let's do some threshold based rating.
Create a group *volume_thresholds*:
.. code:: raw
$ cloudkitty hashmap-create-group -n volume_thresholds
$ cloudkitty hashmap-group-list
+-------------------+--------------------------------------+
| Name | Group id |
+-------------------+--------------------------------------+
| volume_thresholds | dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d |
+-------------------+--------------------------------------+
Create the service matching rule:
.. code:: raw
$ cloudkitty hashmap-service-create -n volume
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| name | volume |
| service_id | 16a48060-0e64-11e6-8e4e-1b285514a36e |
+------------+--------------------------------------+
Now let's setup the price per gigabyte:
.. code:: raw
$ cloudkitty hashmap-mapping-create \
-s 16a48060-0e64-11e6-8e4e-1b285514a36e \
-t flat -c 0.001 -g dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| cost | 0.001 |
| field_id | None |
| group_id | dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d |
| mapping_id | 41669786-240b-11e6-872c-af96ddb6619c |
| service_id | 16a48060-0e64-11e6-8e4e-1b285514a36e |
| type | flat |
| value | None |
+------------+--------------------------------------+
We have the basic price per gigabyte be we now want to apply a discount on huge
data volumes. Create the thresholds in the group *volume_thresholds* that will
map different volume quantity to costs:
Here we set a threshold when going past 50GB, and apply a 2% discount (0.98):
.. code:: raw
$ cloudkitty hashmap-threshold-create \
-s 16a48060-0e64-11e6-8e4e-1b285514a36e \
-l 50 -t rate -c 0.98 -g dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| cost | 0.98 |
| field_id | None |
| group_id | dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d |
| level | 50 |
| mapping_id | 8eb45bfc-0e64-11e6-ad0e-07a62425f284 |
| service_id | 16a48060-0e64-11e6-8e4e-1b285514a36e |
| type | rate |
+------------+--------------------------------------+
Here we set a threshold when going past 200GB, and apply a 5% discount (0.95):
.. code:: raw
$ cloudkitty hashmap-threshold-create \
-s 16a48060-0e64-11e6-8e4e-1b285514a36e \
-l 200 -t rate -c 0.95 -g dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d
+------------+--------------------------------------+
| Property | Value |
+------------+--------------------------------------+
| cost | 0.95 |
| field_id | None |
| group_id | dd3dc30e-0e63-11e6-9f83-ab4208c1fe2d |
| level | 200 |
| mapping_id | baf180c8-0e64-11e6-abb3-cbae153a6d44 |
| service_id | 16a48060-0e64-11e6-8e4e-1b285514a36e |
| type | rate |
+------------+--------------------------------------+
In this example every volume is charged 0.01 per GB but if the size goes past
50GB you'll get a 2% discount, if you even go further you'll get 5% discount
(only one level apply at a time).
:20GB: 0.02 per collection period.
:50GB: 0.049 per collection period.
:80GB: 0.0784 per collection period.
:250GB: 0.2375 per collection period.