# Determinator A gem that works with _Florence_ to deterministically calculate whether an **actor** should have a feature flag turned on or off, or which variant they should see in an experiment. ![Arnold Schwarzenegger might say "Come with me if you want to experiment" if he played The Determinator instead of The Terminator.](docs/img/determinator.jpg) --- #### Useful documentation - [Terminology and Background](docs/background.md) - [Local development](docs/local_development.md) - [Example implemention in Rails](examples/determinator-rails) #### Getting help For Deliveroo Employees: - Many people contribute to Determinator and Florence. We hang out in [this Slack channel](https://deliveroo.slack.com/app_redirect?channel=florence_wg) - [This JIRA board](https://deliveroo.atlassian.net/secure/RapidBoard.jspa?rapidView=156) covers pieces of work that are planned or in-flight - [This Workplace group](https://deliveroo.facebook.com/groups/1893254264328414/) holds more general discussions about the Florence ecosystem At the moment we can only promise support for Determinator within Deliveroo, but if you add [issues to this github repo](https://github.com/deliveroo/determinator/issues) we'll try and help if we can! ## Basic Use Once [set up](#installation), determinator can be used to determine whether a **feature flag** or **experiment** is on or off for the current actor (or user) and, for experiments, which **variant** they should see. ```ruby # Feature flags: the basics Determinator.instance.feature_flag_on?(:my_feature_name, id: 'some user') # => true Determinator.instance.feature_flag_on?(:my_feature_name, id: 'another user') # => false # A handy short cut… def determinator # See the urther Usage section below for a handy shorthand which means ID # and GUID don't need to be specified every time you need a determination. end # Which means you can also do: if determinator.feature_flag_on?(:my_feature_name) # Show the feature end # Experiments case determinator.which_variant(:my_experiment_name) when false # This actor isn't in a target group for this experiment when 'control' # Do nothing different when 'sloths' # Show some sloth pictures when 'velociraptors' # RUN! end ``` Please note that Determinator requires an identifier for your actor — either an ID (when they are logged in, eg. a user id), or a globally unique id (GUID) that identifies them across sessions (which would normally be storied in a cookie or in a long-lived session store). Feature flags and experiments can be limited to actors with specific properties by specifying them when (which must match the constraints defined in the feature). ```ruby # Targeting specific actors variant = determinator.which_variant( :my_experiment_name, properties: { employee: current_user.employee? } ) ``` Writing tests? Check out the [Local development](docs/local_development.md) docs to see examples of `RSpec::Determinator` to help you mock your Feature Flags and Experiments. ## Installation Determinator requires a initialiser block somewhere in your application's boot process, it might look something like this: ```ruby # config/initializers/determinator.rb require 'determinator/retrieve/routemaster' Determinator.configure( retrieval: Determinator::Retrieve::Routemaster.new( discovery_url: 'https://flo.dev/' retrieval_cache: ActiveSupport::Cache::MemoryStore.new(expires_in: 1.minute) ), errors: -> error { NewRelic::Agent.notice_error(error) }, missing_features: -> feature_name { STATSD.increment 'determinator.missing_feature', tags: ["feature:#{name}"] } ) ``` This configures the `Determinator.instance` with: - What **retrieval** mechanism should be used to get feature details - (optional) How **errors** should be reported - (optional) How **missing features** should be monitored (as they indicate something's up with your code or your set up!) You may also want to configure a `determinator` helper method inside your web request scope, see below for more information. ## Further Usage Once this is done you can ask for a determination like this: ```ruby # Anywhere in your application: variant = Determinator.instance.which_variant?( :my_experiment_name, id: 123, guid: 'anonymous id', properties: { employee: true, using_top_level_domain: 'uk' } ) ``` Or, if you're within a web request, you might want to use a shorthand, and let determinator remember the ID, GUID and any properties which will be true. The following will have the same effect: ```ruby # Somewhere inside your request's scope: def determinator @determinator ||= Determinator.instance.for_actor( id: 123, guid: 'anonymous id', default_properties: { employee: true, using_top_level_domain: 'uk' } ) end # Anywhere in your requests' scope: determinator.which_variant(:my_experiment_name) ``` Check the example Rails app in the `examples` directory for more information on how to make use of this gem. ### Routemaster Determinator's [Routemaster](https://github.com/deliveroo/routemaster) integration requires your application to be subscribed to the a `features` topic. The drain must expire the routemaster cache on receipt of events, making use of `Routemaster::Drain::CacheBusting.new` or similar is recommended. ### Using Determinator in RSpec * Include the `spec_helper.rb`. ```ruby require 'rspec/determinator' Determinator.configure(retrieval: nil) ``` * Tag your rspec test with `:determinator_support`, so the `forced_determination` helper method will be available. ```ruby RSpec.describe "something", :determinator_support do context "something" do forced_determination(:my_feature_flag, true) forced_determination(:my_experiment, "variant_a") forced_determination(:my_lazyexperiment, :some_lazy_variable) let(:some_lazy_variable) { 'variant_b' } it "uses forced_determination" do expect(Determinator.instance.feature_flag_on?(:my_feature_flag)).to eq(true) expect(Determinator.instance.which_variant(:my_experiment)).to eq("variant_a") expect(Determinator.instance.which_variant(:my_lazy_experiment)).to eq("variant_b") end end end ``` * Check out [the specs for `RSpec::Determinator`](spec/rspec/determinator_spec.rb) to find out what you can do! ### Retrieval Cache Determinator will function fully without a retrieval_cache set, although Determinator will produce 1 Redis query for every determination. By setting a `retrieval_cache` as an instance of `ActiveSupport::Cache::MemoryStore` (or equivalent) this can be reduced per application instance. This cache is not expired so *must* have a `expires_in` set, ideally to a short amount of time. ## Contributing Bug reports and pull requests are welcome on GitHub at https://github.com/deliveroo/determinator. This project is intended to be a safe, welcoming space for collaboration, and contributors are expected to adhere to the [Contributor Covenant](http://contributor-covenant.org) code of conduct. Any PR should include a new section at the top of the `CHANGELOG.md` (if it doesn't exist) called 'Unreleased' of a similar format to the lines below. Upon release, this will be used to detail what has been added. ## License The gem is available as open source under the terms of the [MIT License](http://opensource.org/licenses/MIT).