Last active
February 3, 2023 09:38
-
-
Save VeerpalBrar/10293df1299d7a897f5305c3c9ecfbef to your computer and use it in GitHub Desktop.
A consistent hashing implementation in ruby
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
require 'digest' | |
class ConsistentHashing | |
def initialize(nodes) | |
nodes.map { |node| add_node(node) } | |
end | |
def find_cache(key) | |
puts | |
hash = hash_value(key) | |
puts "#{key} hashes to #{hash}" | |
node_hash = closest_node_hash(hash) | |
node = hash_to_node[node_hash] | |
puts "#{key} maps to #{node}" | |
end | |
def add_node(node) | |
hash = hash_value(node) | |
hash_to_node[hash] = node | |
puts "Nodes map to #{@hash_to_node}" | |
end | |
def remove_node(node) | |
hash = hash_value(node) | |
@hash_to_node = @hash_to_node.select{|node| node != hash} | |
puts "Nodes map to #{@hash_to_node}" | |
end | |
private | |
def hash_value(key) | |
Digest::SHA256.digest(key).sum % 360 | |
end | |
def hash_to_node | |
@hash_to_node ||= {} | |
end | |
def closest_node_hash(key) | |
@hash_to_node.keys.sort.bsearch { |server| server >= key } || @hash_to_node.keys.sort.first | |
end | |
end | |
servers = ["server:A", "server:B", "server:C"] | |
hasher = ConsistentHashing.new(servers) | |
hasher.find_cache("a") | |
hasher.find_cache("b") | |
hasher.find_cache("z") | |
hasher.find_cache("hello") | |
hasher.add_node("server:B1") | |
hasher.find_cache("a") | |
hasher.find_cache("b") | |
hasher.find_cache("z") | |
hasher.find_cache("hello") | |
hasher.remove_node("server:B") | |
hasher.find_cache("a") | |
hasher.find_cache("b") | |
hasher.find_cache("z") | |
hasher.find_cache("hello") |
Sign up for free
to join this conversation on GitHub.
Already have an account?
Sign in to comment