Ihasa
No more pounding on your APIs !
Ihasa is a ruby implementation of the token bucket algorithm backed-up by Redis.
It provides a way to share your rate/burst limit across multiple servers, as well as a simple interface.
Why use Ihasa?
- It's easy to use (go check the usage section)
- It supports rate AND burst
- It does not reset all rate limit consumption each new second/minute/hour
- It has namespaces
This README file contains the following sections:
- Installation
- Usage
- Advanced
- Example
Installation
Installation is standard:
$ gem install ihasa
You can include it in your Gemfile
as well:
gem 'ihasa', require: false
Usage
Be sure to require Ihasa:
require 'ihasa'
To create a new bucket that accepts 5 requests per second with an allowed burst of 10
requests per second (the default values), use the Ihasa.bucket
method:
bucket = Ihasa.bucket
Please note that the default redis connection is built from the REDIS_URL
environment variable, or use the default constructor of redis-rb
(redis://localhost:6379
).
Now, you can use your token bucket to check if an incoming request can be handled, or must be declined:
def process(request)
if @bucket.accept?
# Do very interesting things with the request
# ...
else
puts "Could not process request #{request}. Rate limit violated."
end
end
Please note that there is also a Ihasa::Bucket#accept?!
method that raises an
Ihasa::Bucket::EmptyBucket
error if the limit has already been reached.
Advanced
In this section, you will find some details on the available configuration options of the Ihasa::Bucket class, as well as advice on how to run many Buckets simultaneously.
Using multiple buckets
If you want to enforce per-customer rate limits, you must create as many buckets as you have customers. Which can be quite a few if you are successful ;).
To have many buckets in parallel, and to avoid resetting your redis namespaces too often, I suggest you
no longer use the Ihasa.bucket
method. Instead, you should back up your buckets with activerecord models
(for example) and initialize them in an after-creation model callback.
To help you with that, we added the save
and delete
instance methods to the Ihasa::Bucket
class.
Example:
class Bucket < ActiveRecord::Base
attr_accessible :rate, :burst, :prefix
def implementation
@implementation ||= Ihasa::Bucket.new(rate, burst, prefix, $redis)
end
# The Ihasa::Bucket#save set the relevant
# keys in your redis instance to have a working bucket. Do it
# only when you create or update your bucket's configuration.
after_save { implementation.save }
# The Ihasa::Bucket#delete remove the variables stored into
# the redis instance.
after_destroy { implementation.delete }
delegate :accept?, to: :implementation
end
# Usage:
Bucket.create(rate: 10, burst: 50, prefix: 'CustomerIdentifier42')
# ...
# Later, in a controller:
DEFAULT_BUCKET = Ihasa.bucket(rate: 5, burst: 20, prefix: 'default')
def process_request
bucket = Bucket.find_by_prefix(params[:customer_identifier])
unless bucket
Rails.logger.warn("No bucket for customer #{params[:customer_identifier]}.")
Rails.logger.warn('Using default config.')
bucket = DEFAULT_BUCKET
end
unless bucket.accept?
Rails.logger.error("Customer #{params[:customer_identifier]} violated its rate limit.")
return head 403
end
# other actions not executed if rate limit violated
# ...
end
Configuring rate limit and burst limit
You can configure both the rate limit and burst limit:
bucket = Ihasa.bucket(rate: 20, burst: 100)
Namespaces
You can have as many buckets as you want on the same redis instance, as long as you configure different namespace for each of them.
Here is an example of using two different buckets for reading and writing to data:
class Controller < ActionController::Base
def self.read_bucket
@read_bucket ||= Ihasa.bucket(prefix: 'read')
end
def self.write_bucket
@write_bucket ||= Ihasa.bucket(prefix: 'write')
end
def read(request)
return head 403 unless self.class.read_bucket.accept?
# ... Standard rendering ...
end
def write(request)
return head 403 unless self.class.write_bucket.accept?
# ... Standard rendering ...
end
Redis
By default, all new buckets use the redis instance hosted at localhost:6379. You can override this default like so:
- Override the
REDIS_URL
env variable. All new buckets will use that instance - Override the redis url on a bucket creation basis like this:
Ihasa.bucket(redis: Redis.new(url: 'redis://fancy_host:6379'))
Example
This is an example of a rack middleware that accepts 20 requests per seconds, and allows bursts up to 100 requests per second:
class RateLimiter
BUCKET = Ihasa.bucket(rate: 20, burst: 100)
def initialize(app)
@app = app
end
def call(env)
return @app.call(env) if BUCKET.accept?
[403, {'Content-Type' => 'text/plain'}, ["Request limit violated\n"]]
end
end