Jouba
Context
Jouba aims to be a minimalist framework in pure ruby for event sourcing, CQRS ready.
TL; DR:
Event sourcing:
The fundamental idea of Event Sourcing is that of ensuring every change to the state of an application is captured in an event object, and that these event objects are themselves stored in the sequence they were applied for the same lifetime as the application state itself.
CQRS:
It's a pattern that I first heard described by Greg Young. At its heart is a simple notion that you can use a different model to update information than the model you use to read information.
FAQ:
- Is it in production yet?
- Not that i know of. In my case, not yet since i've been pretty busy with other stuffs and this was initially part of a side project, but i should be pretty reactive for PR/issues so feel free to use/improve it.
Pub/Sub
Jouba ships with a minimalist API to emit events and subscribe listeners (listeners could operate asynchronously) and retrieve events from the store that is set at Jouba.config.Store
(by default this will be an in memory store.
At it's core, it relies on the excellent wisper gem so you have all it's awesomeness for free.
Jouba.emit('us.computer1.cpu', :idle, {value: 50})
Jouba.subscribe(Logger.new, on: /.*/, with: :log)
Jouba.subscribe(Graphite, on: /us.*/, with: :post, async: true).on_error do |error, name,payload|
#DO SOMETHING
end
Jouba.stream('us.computer1.cpu').since(1.month.ago).where({value: ->(v) { v >= 20 }})
class Logger
def log(params={})
puts params.map{|k,v| "#{k}=#{v}"}.join(', ')
end
end
class Collector
def post(params={})
$statsd.increment params[:key]
end
end
Event Store (stores all events that has happened)
You are free to implement an Event Store as soon as they define self.stream
and self.track
methods.
class Store < ActiveRecord::Base
set_table_name :events
scope :since, -> (time) { where('timestamp >= ?', time) }
def self.stream(key, params={})
where(params).where(key: key)
end
def self.track(key, serialized_event)
create serialized_event
end
end
Jouba.config.Store = Store
Jouba.emit('us.computer1', :disk, {value: 60})
Jouba.emit('us.computer1', :cpu, {value: 50}) do |event|
#DO SOME STUFFS
event.track
end
Jouba.stream('us.computer1').where(key: 'us.computer1', name: :cpu).count
Aggregate (handles Commands and generates Events based on the current state)
A core concept of CQRS is keeping up to date the state of the data when things changes through commands. Aggregate handles command and generate events based on the current state.
Jouba ships with an aggregate module, that provides the host class with an emit
method in order to emit events to the configured Store (pointed by Jouba.config.Store
).
On a distributed system, to avoid eventual consistency on reading data from the db, you should rebuild the state of the aggregate by replaying all the events.
After a time, the aggregate could end up with a lot of events, so the trick here is to use what is called a projection. This has been implemented through a Cach mechanisme, by default NullCache, but you could set it to anything you want.
A UUID will be generated for any new aggregate, even in distributed environment
require 'jouba/aggregate'
class Customer < Hashie::Dash
include Jouba::Aggregate.new(prefix: :on)
property :uuid
property :name
def self.create(attributes)
Customer.new(uuid: SecureRandom.uuid).tap do |customer|
customer.create(attributes.merge(uuid: customer.uuid))
end
end
def create(attributes)
emit(:created, attributes)
end
private
def on_created(attributes)
update_attributes!(attributes)
end
end
Jouba.config.Cache = Jouba::Cache::Memory.new
Jouba.subscribe(CustomerAnalytics, on: /Customer.+/, with: :track)
c = Customer.create({fname: 'foo', lname: 'bar'})
c.fname # => "foo"
c.uuid # => 123
c.to_key # => "Customer.123"
d = Customer.find(c.uuid)
c == d #=> true
Customer.stream(c.uuid).count #=> 1
Customer.stream(c.uuid).first.class #=> Jouba::Event
Customer.stream(c.uuid).first.uuid # 20be0ffc-314a-bd53-7a50-013a65ca76d2
Event Sourcing might seem overkill, but this is a little cost comparing to the advantages it will bring to your business
Event (indicate that something has happened)
If you are unhappy with the structure of Jouba::Event, feel free to implement your own!
You can access/update to the main parts of jouba from the config
class MyEvent
# NOTE: the store is accessible from: Jouba.Store or Jouba.config.Store
def self.serialize(event); end # serialize an event
def self.deserialize(serialized_event); end # deserialize a serialized event
def self.stream(key, params={}); end # fetch all the matching events
def track; end # save to the event store
end
Jouba.config.Event = MyEvent
Event Key (generate a key based on the aggregate)
If you feels unhappy with the way Jouba::Key is building keys in the aggregate, feel free to implement your own!
class MyKey
attr_reader :class_name, :uuid
def initialize(class_name, uuid);
@class_name, @uuid = class_name, uuid
end
def self.serialize(class_name, uuid); end #return a string of a key
def self.deserialize(string); end # return a new MyKey
end
Repository
Repository is a CQRS concept where you should use repositories to fetch your data for read only. You'll need to keep your repository up to date with all the latest changes. The way to achieve this with jouba is by having the repository to subscribe to the aggregates. Repository will ideally translate events into state.
class Admin
include Jouba::Aggregate.new(prefix: :foo)
def self.create(attributes)
Admin.new(uuid: SecureRandom.uuid).tap do |admin|
admin.create(attributes.merge(uuid: admin.uuid))
end
end
def create(attributes)
emit(:created, attributes)
end
private
def foo_created(attributes)
update_attributes!(attributes)
end
end
class UserRepository < AR
set_table_name :users
# must have a key column
def self.has_been_created(attributes)
create(attributes)
end
end
Wisper.subscribe(UserRepository, scope: [:Customer, :Admin], prefix: :has_been) # Note here how 2 aggregates are using the same repository.
Cache
If you feels unhappy with Jouba::Cache, feel free to implement your own!
class MyCache
def fetch(_)
yield
end
def refresh(_, _)
yield
end
end
Jouba.config.Cache = MyCache.new
Why Jouba?
Jouba is the name of the parrot i grew up with. He never talked but made a hell lot of noise. Going down the path of event sourcing, you'll have a lot of noise first, but then you'll figure out what to do with it.
TODO:
- Better doc (this is a draft :))
- Locking Mechanisme
- more examples
- clean the image
- Rename EventStore.get/set into stream/track for better consistency
Contributing to jouba
- Check out the latest master to make sure the feature hasn't been implemented or the bug hasn't been fixed yet.
- Check out the issue tracker to make sure someone already hasn't requested it and/or contributed it.
- Fork the project.
- Start a feature/bugfix branch.
- Commit and push until you are happy with your contribution.
- Make sure to add tests for it. This is important so I don't break it in a future version unintentionally.
- Please try not to mess with the Rakefile, version, or history. If you want to have your own version, or is otherwise necessary, that is fine, but please isolate to its own commit so I can cherry-pick around it.
Copyright
Copyright (c) 2014 gregory. See LICENSE.txt for further details.