GCRA for Ruby
gcra
is a Ruby implementation of a generic cell rate algorithm (GCRA), ported from and data-format compatible with the Go implementation throttled. It's useful for rate limiting (e.g. for HTTP requests) and allows weights specified per request.
Getting Started
gcra currently uses Redis (>= 2.6.12 for EVALSHA, SCRIPT LOAD, SEX with NX and PX) as a data store, although it supports other store implementations.
Add to your Gemfile
:
gem 'gcra'
gem 'redis'
Create Redis, RedisStore and RateLimiter instances:
require 'redis'
require 'gcra/rate_limiter'
require 'gcra/redis_store'
redis = Redis.new(host: 'localhost', port: 6379, timeout: 0.1)
key_prefix = 'rate-limit-app1:'
store = GCRA::RedisStore.new(
redis,
key_prefix,
{ reconnect_on_readonly: false },
)
rate_period = 0.5 # Two requests per second
max_burst = 10 # Allow 10 additional requests as a burst
limiter = GCRA::RateLimiter.new(store, rate_period, max_burst)
-
rate_period
: Period between two requests, allowed as a sustained rate. Example: 0.1 for 10 requests per second -
max_burst
: Number of requests allowed as a burst in addition to the sustained rate. If the burst is used up, one additional request allowed as burst 'comes back' after eachrate_period
where no request was made.
Rate limit a request (call this before each request):
key = '123' # e.g. an account identifier
quantity = 1 # the number of requests 'used up' by this request, useful e.g. for batch requests
exceeded, info = limiter.limit(key, quantity)
# => [false, #<struct GCRA::RateLimitInfo limit=11, remaining=10, reset_after=0.5, retry_after=nil>]
-
exceeded
:false
means the request should be allowed,true
means the request would exceed the limit and should be blocked. -
info
:GCRA::RateLimitInfo
contains information that might be useful for your API users. It's aStruct
with the following fields:-
limit
: Contains the number of requests that can be made if no previous requests have been made (or they were long enough ago). That'smax_burst
plus one. The latter is necessary so requests are allowed at all whenmax_burst
is set to zero. -
remaining
: The number of remaining requests that can be made immediately, i.e. the remaining burst. -
reset_after
: The time in seconds until the full burst will be available again. -
retry_after
: Set tonil
if a request is allowed or it otherwise doesn't make sense to retry a request (ifquantity
is larger thanmax_burst
). For a blocked request that can be retried later, set to the duration in seconds until the next request with the given quantity will be allowed.
-
RateLimiter#limit
only tells you whether to limit a request or not. You'll have to react to its response yourself and e.g. return an error message and stop processing a request if the limit was exceeded.