Added simulation of 99% fault tolerant synchronous consensus

This commit is contained in:
Vitalik Buterin 2018-07-31 19:15:02 -04:00
parent 051e8a9e0c
commit 13a30dedf4
2 changed files with 91 additions and 2 deletions

89
99fault/consensus.py Normal file
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@ -0,0 +1,89 @@
# Implementation of 99% fault tolerant consensus as decribed by Leslie Lamport
# on page 391 of https://people.eecs.berkeley.edu/~luca/cs174/byzantine.pdf
import random
TIMEOUT = 10
LATENCY = 5
# Network simulator
class Network():
def __init__(self):
self.queue = {}
self.time = 0
def add_node(self, node):
self.queue[node.id] = {-1: node}
def broadcast(self, msg, at=0):
for q in self.queue.keys():
self.send_to(msg, q, at)
def send_to(self, msg, id, at):
q = self.queue[id]
newtime = max(self.time, at) + random.randrange(LATENCY * 2 - 1) + 1
if newtime not in q:
q[newtime] = []
q[newtime].append(msg)
def tick(self):
self.time += 1
for q in self.queue.values():
if self.time in q:
for msg in q[self.time]:
q[-1].on_receive(msg)
# A node in the network (not including the "commander")
class Node():
def __init__(self, network, id, honest=True):
self.seen = {}
self.id = id
self.network = network
self.network.add_node(self)
self.honest = honest
# Upon receiving a message...
def on_receive(self, msg):
if self.id == 0 and len(msg) == 1:
print('Seen', msg[0], self.network.time, 'already seen', sorted(self.seen.keys()))
# Only proceed if v not in V_i...
# Byzantine nodes ignore this rule 5% of the time
if (msg[0] in self.seen) and (self.honest or random.random() < 0.95):
return
# Timeout logic (see page 399)
# Byzantine nodes ignore this rule
if (len(msg) * TIMEOUT < self.network.time) and self.honest:
return
self.seen[msg[0]] = True
new_msg = msg + [self.id]
# Broadcast v:0:j1...jk:i
# Byzantine nodes delay broadcast to split honest receiving nodes by timeout
self.network.broadcast(new_msg, at=self.network.time if self.honest else self.network.time + int(TIMEOUT / 1.5))
def choice(self):
return max(self.seen.keys())
def test():
n = Network()
nodes = [Node(n, i, i%4==0) for i in range(20)]
for i in range(30):
for _ in range(2):
z = random.randrange(20)
n.send_to([1000 + i], z, at=5+i*2)
for i in range(21 * LATENCY):
n.tick()
if i % 10 == 0:
print("Value sets", [sorted(node.seen.keys()) for node in nodes])
countz = {}
maxval = ""
for node in nodes:
if node.honest:
k = str(sorted(node.seen.keys()))
countz[k] = countz.get(k, 0) + 1
if countz[k] > countz.get(maxval, 0):
maxval = k
print("Most popular: %s" % maxval, "with %d agreeing" % countz[maxval])
if __name__ == '__main__':
test()

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@ -2,8 +2,8 @@ from networksim import NetworkSimulator
from ghost_node import Node, NOTARIES, Block, genesis
from distributions import normal_distribution
net = NetworkSimulator(latency=12)
notaries = [Node(i, net, ts=max(normal_distribution(200, 200)(), 0) * 0.1, sleepy=i%4==0) for i in range(NOTARIES)]
net = NetworkSimulator(latency=22)
notaries = [Node(i, net, ts=max(normal_distribution(300, 300)(), 0) * 0.1, sleepy=i%4==0) for i in range(NOTARIES)]
net.agents = notaries
net.generate_peers()
for i in range(100000):