Raft
This is a Ruby implementation of the Raft algorithm.
Raft is a distributed consensus algorithm designed to be easy to understand. The algorithm is the work of Diego Ongaro and John Ousterhout at Stanford University. The implementation here is based upon this paper:
https://ramcloud.stanford.edu/wiki/download/attachments/11370504/raft.pdf
Many thanks to the authors for their hard work!
Technical Design
This gem provides a Raft::Node
class that handles log replication across a cluster of peer nodes. Design decisions
about the RPC protocol, concurrency mechanism, error handling and data persistence are left to the client.
For convenience and testing, an example implementation is provided based on Goliath and EventMachine, with in-memory data persistence. Contributions of further examples are very welcome!
Usage
Install the gem:
gem install raft
In your code, add a require:
require 'raft'
If you'd like to use the example Goliath implementation, add:
require 'raft/goliath'
Raft replicates commands across a cluster of nodes. Each node in the cluster is aware of every other node in the cluster. Let's create a new cluster and define its configuration:
@cluster = Raft::Cluster.new('alpha', 'beta', 'gamma')
@config = Raft::Config.new(
rpc_provider, # see Raft::RpcProvider
async_provider, # see Raft::AsyncProvider
election_timeout, # in seconds
election_splay, # in seconds
update_interval, # in seconds
heartbeat_interval) # in seconds
Now we can create Raft nodes for each node defined in the cluster:
@nodes = @cluster.node_ids.map do |node_id|
Raft::Node.new(node_id, @config, @cluster)
end
Since the concurrency mechanism is left to the client, you must call Raft::Node#update
regularly to allow the
node to participate in the cluster:
# Threaded example:
@update_threads = @nodes.map do |node|
Thread.new do
while true
node.update
sleep(node.config.update_interval)
end
end
end
# Evented example
@update_timers = @nodes.map do |node|
EventMachine.add_periodic_timer(node.config.update_interval) do
EM.synchrony do
node.update
end
end
end
We can send commands (which are strings) to the cluster and they will be appended to the command log, which will be replicated across the cluster.
command = 'example'
request = Raft::CommandRequest.new(command)
node = @nodes.sample
response = node.handle_command(request) # response is a Raft::CommandResponse
Raft::Node#handle_command
will not return success until the command has been replicated to a majority of nodes,
so that it is considered committed and is safe to execute.
If you would like to execute commands as they are committed, you can assign a commit handler for each node:
@nodes.each do |node|
node.commit_handler = Proc.new do |command|
puts "Node #{node.id} executing command #{command}!"
end
end
Issues and Feedback
If you encounter problems with this gem, please feel free to raise an issue in the GitHub issue tracker.
Suggestions are also welcome. For general (non-actionable) feedback, try Twitter.
Contributing
Fork this repository and make a pull request!
License
Raft is released under the MIT license.