Distributed locks are a very useful primitive in many environments where different processes require to operate with shared resources in a mutually exclusive way.
There are a number of libraries and blog posts describing how to implement a DLM (Distributed Lock Manager) with Redis, but every library uses a different approach, and many use a simple approach with lower guarantees compared to what can be achieved with slightly more complex designs.
This is an implementation of a proposed distributed lock algorithm with Redis. It started as a fork from antirez implementation.
RedisClient
client instance.Add this line to your application's Gemfile:
gem 'redlock'
And then execute:
$ bundle
Or install it yourself as:
$ gem install redlock
NOTE: All expiration durations are in milliseconds.
# Locking
lock_manager = Redlock::Client.new([ "redis://127.0.0.1:7777", "redis://127.0.0.1:7778", "redis://127.0.0.1:7779" ])
first_try_lock_info = lock_manager.lock("resource_key", 2000)
second_try_lock_info = lock_manager.lock("resource_key", 2000)
p first_try_lock_info
# => {validity: 1987, resource: "resource_key", value: "generated_uuid4"}
p second_try_lock_info
# => false
# Unlocking
lock_manager.unlock(first_try_lock_info)
second_try_lock_info = lock_manager.lock("resource_key", 2000)
p second_try_lock_info
# => {validity: 1962, resource: "resource_key", value: "generated_uuid5"}
There's also a block version that automatically unlocks the lock:
lock_manager.lock("resource_key", 2000) do |locked|
if locked
# critical code
else
# error handling
end
end
There's also a bang version that only executes the block if the lock is successfully acquired, returning the block's value as a result, or raising an exception otherwise. Passing a block is mandatory.
begin
block_result = lock_manager.lock!("resource_key", 2000) do
# critical code
end
rescue Redlock::LockError
# error handling
end
To extend the life of the lock:
begin
lock_info = lock_manager.lock("resource_key", 2000)
while lock_info
# Critical code
# Time up and more work to do? Extend the lock.
lock_info = lock_manager.lock("resource key", 3000, extend: lock_info)
end
rescue Redlock::LockError
# error handling
end
The above code will also acquire the lock if the previous lock has expired and the lock is currently free. Keep in mind that this means the lock could have been acquired and released by someone else in the meantime. To only extend the life of the lock if currently locked by yourself, use the extend_only_if_locked
parameter:
lock_manager.lock("resource key", 3000, extend: lock_info, extend_only_if_locked: true)
You can check if a resource is locked:
resource = "resource_key"
lock_info = lock_manager.lock(resource, 2000)
lock_manager.locked?(resource)
#=> true
lock_manager.unlock(lock_info)
lock_manager.locked?(resource)
#=> false
Any caller can call the above method to query the status. If you hold a lock and would like to check if it is valid, you can use the valid_lock?
method:
lock_info = lock_manager.lock("resource_key", 2000)
lock_manager.valid_lock?(lock_info)
#=> true
lock_manager.unlock(lock_info)
lock_manager.valid_lock?(lock_info)
#=> false
The above methods are not safe if you are using this to time critical code, since they return true if the lock has not expired, even if there's only (for example) 1ms left on the lock. If you want to safely time the lock validity, you can use the get_remaining_ttl_for_lock
and get_remaining_ttl_for_resource
methods.
Use get_remaining_ttl_for_lock
if you hold a lock and want to check the TTL specifically for your lock:
resource = "resource_key"
lock_info = lock_manager.lock(resource, 2000)
sleep 1
lock_manager.get_remaining_ttl_for_lock(lock_info)
#=> 986
lock_manager.unlock(lock_info)
lock_manager.get_remaining_ttl_for_lock(lock_info)
#=> nil
Use get_remaining_ttl_for_resource
if you do not hold a lock, but want to know the remaining TTL on a locked resource:
# Some part of the code
resource = "resource_key"
lock_info = lock_manager.lock(resource, 2000)
# Some other part of the code
lock_manager.locked?(resource)
#=> true
lock_manager.get_remaining_ttl_for_resource(resource)
#=> 1975
# Sometime later
lock_manager.locked?(resource)
#=> false
lock_manager.get_remaining_ttl_for_resource(resource)
#=> nil
Redlock::Client
expects URLs, or configurations or Redis objects on initialization. Redis objects should be used for configuring the connection in more detail, i.e. setting username and password.
servers = [ 'redis://localhost:6379', RedisClient.new(:url => 'redis://someotherhost:6379') ]
redlock = Redlock::Client.new(servers)
To utilize Redlock::Client
with sentinels you can pass an instance of RedisClient
or just a configuration hash as part of the servers array during initialization.
config = {
name: "mymaster",
sentinels: [
{ host: "127.0.0.1", port: 26380 },
{ host: "127.0.0.1", port: 26381 },
],
role: :master
}
client = RedisClient.sentinel(**config).new_client
servers = [ config, client ]
redlock = Redlock::Client.new(servers)
Redlock supports the same configuration hash as RedisClient
.
It's possible to customize the retry logic providing the following options:
lock_manager = Redlock::Client.new(
servers, {
retry_count: 3,
retry_delay: 200, # milliseconds
retry_jitter: 50, # milliseconds
redis_timeout: 0.1 # seconds
})
It is possible to associate :retry_delay
option with Proc
object. It will be called every time, with attempt number
as argument, to get delay time value before next retry.
retry_delay = proc { |attempt_number| 200 * attempt_number ** 2 } # delay of 200ms for 1st retry, 800ms for 2nd retry, etc.
lock_manager = Redlock::Client.new(servers, retry_delay: retry_delay)
For more information you can check documentation.
Make sure you have docker installed.
$ make
This code implements an algorithm which is currently a proposal, it was not formally analyzed. Make sure to understand how it works before using it in your production environments. You can see discussion about this approach at reddit and also the Antirez answers for some critics.
git checkout -b my-new-feature
)git commit -am 'Add some feature'
)git push origin my-new-feature
)