Add config file format docs

Add documentation for Stackdistiller's config file format.

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Monsyne Dragon 2015-04-15 22:08:01 +00:00
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stackdistiller # stackdistiller
==============
A data extraction and transformation library for OpenStack notifications. A data extraction and transformation library for OpenStack notifications.
Stackdistiller is designed to extract data from openstack notifications Stackdistiller is designed to extract data from openstack notifications
and convert it into a form relevant to the application consuming the and convert it into a form relevant to the application consuming the
notification. It consists of two components, the Distiller, which extracts notification. It consists of two components, the Distiller, which extracts
data from notifications according to a YAML config file, and the Condenser, data from notifications according to a YAML [config file](doc/event_definitions_config.md),
which receives the data extracted by the Distiller, and formats it into and the Condenser, which receives the data extracted by the Distiller,
an application-specific object, referred to as an Event. This could be a and formats it into an application-specific object, referred to as an Event.
simple python dictionary, an XML document tree, or a set of ORM model This could be a simple python dictionary, an XML document tree, or a set of
objects. ORM model objects.
## Distiller ## Distiller

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Event Definitions YAML Config Format # Event Definitions file format
====================================
Documentation to go here soon. The event definitions file is in YAML format. It consists of a list of event
definitions, which are mappings. Order is significant, the list of definitions
is scanned in *reverse* order (last definition in the file to the first),
to find a definition which matches the notification's event_type. That
definition will be used to generate the Event. The reverse ordering is done
because it is common to want to have a more general wildcarded definition
(such as `compute.instance.*` ) with a set of traits common to all of those
events, with a few more specific event definitions (like
`compute.instance.exists`) afterward that have all of the above traits, plus
a few more. This lets you put the general definition first, followed by the
specific ones, and use YAML mapping [merge key syntax](http://yaml.org/type/merge.html)
to avoid copying all of the trait definitions.
## Event Definitions
Each event definition is a mapping with two keys (both required):
event_type
This is a list (or a string, which will be taken as a 1 element list)
of event_types this definition will handle. These can be
wildcarded with unix shell glob syntax. An exclusion listing
(starting with a '!') will exclude any types listed from matching.
If ONLY exclusions are listed, the definition will match anything
not matching the exclusions.
traits
This is a mapping, the keys are the trait names, and the values are
trait definitions.
## Trait Definitions
Each trait definition is a mapping with the following keys:
type
(optional) The data type for this trait. (as a string). Valid
options are: text, int, float, and datetime.
defaults to text if not specified.
fields
A path specification for the field(s) in the notification you wish
to extract for this trait. Specifications can be written to match
multiple possible fields, the value for the trait will be derived
from the matching fields that exist and have a non-null values in
the notification. By default the value will be the first such field.
(plugins can alter that, if they wish). This is normally a string,
but, for convenience, it can be specified as a list of
specifications, which will match the fields for all of them. (See
"Field Path Specifications" below for more info on this syntax.)
plugin
(optional) This is a mapping (For convenience, this value can also
be specified as a string, which is interpreted as the name of a
plugin to be loaded with no parameters) with the following keys
name
(string) name of a plugin to load
parameters
(optional) Mapping of keyword arguments to pass to the plugin on
initialization. (See documentation on each plugin to see what
arguments it accepts.)
## Field Path Specifications
The path specifications define which fields in the JSON notification
body are extracted to provide the value for a given trait. The paths
can be specified with a dot syntax (e.g. `payload.host`). Square
bracket syntax (e.g. `payload[host]`) is also supported. In either
case, if the key for the field you are looking for contains special
characters, like '.', it will need to be quoted (with double or single
quotes) like so:
payload.image_meta.'org.openstack__1__architecture'
The syntax used for the field specification is a variant of JSONPath,
and is fairly flexible. (see: https://github.com/kennknowles/python-jsonpath-rw for more info)
## Example Definitions file
---
- event_type: compute.instance.*
traits: &instance_traits
user_id:
fields: payload.user_id
instance_id:
fields: payload.instance_id
host:
fields: publisher_id
plugin:
name: split
parameters:
segment: 1
max_split: 1
service_name:
fields: publisher_id
plugin: split
instance_type_id:
type: int
fields: payload.instance_type_id
os_architecture:
fields: payload.image_meta.'org.openstack__1__architecture'
launched_at:
type: datetime
fields: payload.launched_at
deleted_at:
type: datetime
fields: payload.deleted_at
- event_type:
- compute.instance.exists
- compute.instance.update
traits:
<<: *instance_traits
audit_period_beginning:
type: datetime
fields: payload.audit_period_beginning
audit_period_ending:
type: datetime
fields: payload.audit_period_ending
## Trait plugins
Trait plugins can be used to do simple programmatic conversions on the value in
a notification field, like splitting a string, lowercasing a value, converting
a screwball date into ISO format, or the like.
Plugins are initialized with the parameters from the trait definition, if any,
which can customize their behavior for a given trait.
They are called with a list of all matching fields from the notification,
so they can derive a value from multiple fields.
The plugin will be called even if there is no fields found matching the field
path(s), this lets a plugin set a default value, if needed.
A plugin can also reject a value by returning `None`, which will cause the trait not to be
added.
If the plugin returns anything other than `None`, the trait's value
will be set from whatever the plugin returned (coerced to the appropriate type
for the trait).