Created
February 16, 2025 16:49
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load balancer algoritm script
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import random | |
import hashlib | |
class LoadBalancer: | |
def __init__(self, servers): | |
self.servers = servers | |
self.index = 0 | |
self.connections = {server: 0 for server in servers} | |
self.weights = {server: 1 for server in servers} # Default weight is 1 | |
self.server_response_times = {server: random.uniform(0.1, 1.0) for server in servers} | |
def round_robin(self): | |
server = self.servers[self.index] | |
self.index = (self.index + 1) % len(self.servers) | |
return server | |
def least_connections(self): | |
server = min(self.connections, key=self.connections.get) | |
self.connections[server] += 1 | |
return server | |
def ip_hash(self, client_ip): | |
hash_value = int(hashlib.md5(client_ip.encode()).hexdigest(), 16) | |
server_index = hash_value % len(self.servers) | |
return self.servers[server_index] | |
def weighted_round_robin(self): | |
server = max(self.weights, key=self.weights.get) | |
self.weights[server] -= 1 # Reduce weight after selecting | |
if all(weight == 0 for weight in self.weights.values()): | |
self.weights = {server: 1 for server in self.servers} # Reset weights | |
return server | |
def random_selection(self): | |
return random.choice(self.servers) | |
def least_response_time(self): | |
server = min(self.server_response_times, key=self.server_response_times.get) | |
return server | |
# Example usage | |
servers = ["Server1", "Server2", "Server3"] | |
lb = LoadBalancer(servers) | |
print("Round Robin:", lb.round_robin()) | |
print("Least Connections:", lb.least_connections()) | |
print("IP Hash:", lb.ip_hash("192.168.1.1")) | |
print("Weighted Round Robin:", lb.weighted_round_robin()) | |
print("Random Selection:", lb.random_selection()) | |
print("Least Response Time:", lb.least_response_time()) |
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