Project: freno-client - The Ruby Toolbox

A Ruby client and throttling library for Freno: the cooperative, highly available throttler service.

Current status

Freno::Client, as Freno itself, is in active development and its API can still change.

Installation

Add this line to your application's Gemfile:

gem "freno-client"

And then execute:

$ bundle

Or install it yourself as:

$ gem install freno-client

Usage

Freno::Client uses faraday to abstract the http client of your choice:

To start using the client, give it a faraday instance pointing to Freno's base URL.

require "freno/client"

FRENO_URL = "http://freno.domain.com:8111"
faraday   = Faraday.new(FRENO_URL)
freno     = Freno::Client.new(faraday)

freno.check?(app: :my_app, store_name: :my_cluster)
# => true

freno.replication_delay(app: :my_app, store_name: :my_cluster)
# => 0.125

Providing sensible defaults

If most of the times you are going to ask Freno about the same app and/or storage name, you can tell the client to use some defaults, and override them as necessary.

freno = Freno::Client.new(faraday) do |client|
  client.default_store_name = :my_cluster
  client.default_app        = :my_app
end

freno.check?
# => true (Freno thinks that `my_app` can write to `main` storage)

freno.check?(app: :another_app, store_name: :another_storage)
# => false (Freno thinks that `another_app` should not write to `another_storage`)

What can I do with the client?

Asking whether an app can write to a certain storage. (`check` requests)

If we want to get a deep sense on why freno allowed or not, writing to a certain storage.

result = freno.check(app: :my_app, store_name: :my_cluster)
# => #<Freno::Client::Requests::Result ...>

result.ok?
# => false

result.failed?
# => true

result.code
# => 429

result.meaning
# => :too_many_requests

Or if we only want to know if we can write:

result = freno.check?(app: :my_app, store_name: :my_cluster)
# => true or false (a shortcut for `check.ok?`)

Asking whether replication delay is below a certain threshold. (`check-read` requests)

result = freno.check_read(threshold: 0.5, app: :my_app, store_name: :my_cluster)
# => #<Freno::Client::Requests::Result ...>

result.ok?
# => true

result.failed?
# => false

result.code
# => 200

result.meaning
# => :ok

Or if we only want to know if we can read:

freno.check?(threshold: 0.5, app: :my_app, store_name: :my_cluster)
# => true or false (a shortcut for `check_read.ok?`)

Asking what's the replication delay

Freno's response to GET /check includes the replication delay value in seconds. The replication_delay method in the client returns this information.

freno.replication_delay(app: :my_app, store_name: :my_cluster)
# => 0.125

Cross-cutting concerns with decorators

Decorators can be used augment the client with custom features.

A decorator is anything that has a :request accessor and can forward the execution of perform to it.

The following is an example of a decorator implementing a read-trough cache.

class Cache
  attr_accessor :request

  def initialize(cache, ttl)
    @cache = cache
    @ttl = ttl
  end

  def perform(**kwargs)
    @cache.fetch("freno:client:v1:#{args.hash}", ttl: @ttl) do
      request.perform(kwargs)
    end
  end
end

You can use it to decorate a single kind of request to freno:

freno = Freno::Client.new(faraday) do |client|
  client.decorate :replication_delay, with: Cache.new(App.cache, App.config.ttl)
end

Or every kind of request:

freno = Freno::Client.new(faraday) do |client|
  client.decorate :all, with: Cache.new(App.cache, App.config.ttl)
end

Additionally, decorators can be composed in multiple ways. The following client applies logging and instrumentation to all the requests, and it also applies caching, before the previous concerns, to replication_delay requests.

freno = Freno::Client.new(faraday) do |client|
  client.decorate :replication_delay, with: caching
  client.decorate :all, with: [logging, instrumentation]  
end

Throttler objects

Apart from the operations above, freno-client comes with Freno::Throttler, a Ruby library for throttling. You can use it in the following way:

require "freno/throttler"

client    = Freno::Client.new(faraday)
throttler = Freno::Throttler.new(client: client, app: :my_app)
context   = :my_cluster

bid_data_set.each_slice(SLICE_SIZE) do |slice|
  throttler.throttle(context) do
    update(slice)
  end
end

In the above example, Freno::Throttler#throttle(context, &block) will check freno to determine whether is OK to proceed with the given block. If so, the block will be executed immediately, otherwise the throttler will sleep and try again.

Throttler configuration

module Freno
  class Throttler

    DEFAULT_WAIT_SECONDS = 0.5
    DEFAULT_MAX_WAIT_SECONDS = 10

    def initialize(client: nil,
                    app: nil,
                    mapper: Mapper::Identity,
                    instrumenter: Instrumenter::Noop,
                    circuit_breaker: CircuitBreaker::Noop,
                    wait_seconds: DEFAULT_WAIT_SECONDS,
                    max_wait_seconds: DEFAULT_MAX_WAIT_SECONDS)


      @client           = client
      @app              = app
      @mapper           = mapper
      @instrumenter     = instrumenter
      @circuit_breaker  = circuit_breaker
      @wait_seconds     = wait_seconds
      @max_wait_seconds = max_wait_seconds

      yield self if block_given?

      validate_args
    end

    ...
  end
end

A Throttler instance will make calls to freno on behalf of the given app, using the given client (an instance of Freno::Client).

You optionally provide the time you want the throttler to sleep in case the check to freno fails, this is wait_seconds.

If replication lags badly, you can control until when you want to keep sleeping and retrying the check by setting max_wait_seconds. When that times out, the throttle will raise a Freno::Throttler::WaitedTooLong error.

Instrumenting the throttler

You can also configure the throttler with an instrumenter collaborator to subscribe to events happening during the throttle call.

An instrumenter is an object that responds to instrument(event_name, payload = {}) to receive events from the throttler. One could use ActiveSupport::Notifications as an instrumenter and subscribe to "freno.*" events somewhere else in the application, or implement one like the following to push some metrics to a stats system.

  class StatsInstrumenter

    attr_reader :stats

    def initialize(stats:)
      @stats = stats
    end

    def instrument(event_name, payload)
      method = event_name.sub("throttler.", "")
      send(method, payload) if respond_to?(method)
    end

    def called(payload)
      increment("throttler.called", tags: extract_tags(payload))
    end

    def waited(payload)
      stats.histogram("throttler.waited", payload[:waited], tags: extract_tags(payload))
    end

    ...

    def circuit_open(payload)
      stats.increment("throttler.circuit_open", tags: extract_tags(payload))
    end

    private

    def extract_tags(payload)
      cluster_names = payload[:store_names] || []
      cluster_tags = cluster_names.map{ |cluster_name| "cluster:#{cluster_name}" }
    end
  end

Adding resiliency

The throttler can also receive a circuit_breaker object to implement resiliency.

With that information it receives, the circuit breaker determines whether or not to allow the next request. A circuit is said to be open when the next request is not allowed; and it's said to be closed when the next request is allowed

If the throttler waited too long, or an unexpected error happened; the circuit breaker will receive a failure. If in contrast it succeeded, the circuit breaker will receive a success message.

Once the circuit is open, the throttler will not try to throttle calls, an instead throw a Freno::Throttler::CircuitOpen

The following is a simple per-process circuit breaker implementation:

class MemoryCircuitBreaker

  DEFAULT_CIRCUIT_RETRY_INTERVAL = 10

  def initialize(circuit_retry_interval: DEFAULT_CIRCUIT_RETRY_INTERVAL)
    @circuit_closed = true
    @last_failure = nil
    @circuit_retry_interval = circuit_retry_interval
  end

  def allow_request?
    @circuit_closed || (Time.now - @last_failure) > @circuit_retry_interval
  end

  def success
    @circuit_closed = true
  end

  def failure
    @last_failure = Time.now
    @circuit_closed = false
  end
end

Flexible throttling strategies

The throttler uses a mapper to determine, based on the context provided to #throttle, the clusters which replication delay needs to be checked.

By default the throttler uses Mapper::Identity, which expect the context to be the store name(s) to check:

# will check my_cluster's health
throttler.throttle(:my_cluster) { ... }
# will check the health of cluster_a and cluster_b and throttle if any of them is not OK.
throttler.throttle([:cluster_a, :cluster_b]) { ... }

You can create your own mapper, which is just an callable object (like a Proc, or any other object that responds to call(context)). The following is a mapper that knows how to throttle access to certain tables and shards.

class ShardMapper
  def call(context = {})
    context.map do |table, shards|
      DatabaseStructure.cluster_for(table, shards)
    end
  end
end

throttler = Freno::Throttler.new(client: freno, app: :my_app, mapper: ShardMapper.new)

throttler.throttle(:users => [1,2,3], :repositories => 5) do
  perform_writes
end

Development

After checking out the repo, run bin/setup to install dependencies. Then, run bin/test to run the tests. You can also run bin/console for an interactive prompt that will allow you to experiment.

Contributing

This repository is open to contributions. Contributors are expected to adhere to the Contributor Covenant code of conduct.

Releasing

If you are the current maintainer of this gem:

Create a branch for the release: git checkout -b cut-release-vx.y.z
Make sure your local dependencies are up to date: bin/setup
Ensure that tests are green: bin/test
Bump gem version in lib/freno/client/version.rb
Merge a PR to github/freno-client containing the changes in the version file
Run bin/release

License

The gem is available as open source under the terms of the MIT License.

freno-client

Runtime