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node.py
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import random
import time
import node_pb2
import node_pb2_grpc
import grpc
import threading
import os
from collections import defaultdict
from concurrent import futures
# Define constants
ELECTION_TIMEOUT_MIN = 5 # Minimum election timeout in seconds
ELECTION_TIMEOUT_MAX = 10 # Maximum election timeout in seconds
HEARTBEAT_INTERVAL = 1 # Heartbeat interval in seconds
LEASE_DURATION = 4 # Lease duration in seconds
SERVER_STUBS = {
0: node_pb2_grpc.NodeStub(grpc.insecure_channel("localhost:50051")),
1: node_pb2_grpc.NodeStub(grpc.insecure_channel("localhost:50052")),
2: node_pb2_grpc.NodeStub(grpc.insecure_channel("localhost:50053")),
3: node_pb2_grpc.NodeStub(grpc.insecure_channel("localhost:50054")),
4: node_pb2_grpc.NodeStub(grpc.insecure_channel("localhost:50055"))
}
# lock for mutual exclusion between heartbeat and set requests
replicate_log_lock = threading.Lock()
node_id = None
current_term = 0
voted_for = None
logs = []
commit_length = 0
applied_length = 0
current_role = 'follower'
current_leader = None
election_timeout = 0
election_timer_event = None
election_timer_thread = None
sent_length = defaultdict(lambda: 0)
acked_length = defaultdict(lambda: 0)
lease_timeout = 0
lease_timer_event = threading.Event()
lease_timer_thread = None
def generate_election_timeout():
return random.uniform(ELECTION_TIMEOUT_MIN, ELECTION_TIMEOUT_MAX)
def reset_election_timeout():
global election_timer_event
election_timer_event.set()
lease_flag = None
def start_leader_lease_timer():
global lease_timeout, current_role, lease_timer_event, lease_flag
print(f"start_lease_timer: leader_lease_remaining: {lease_timeout}")
while current_role == 'leader':
lease_timer_event.wait(lease_timeout)
if lease_flag == "reset":
lease_timer_event.clear()
lease_flag = None
continue
elif lease_flag == "stop":
lease_flag = None
break
else:
current_role = 'follower'
break
def reset_leader_lease_timeout():
global lease_timeout, lease_flag, lease_timer_event
lease_timeout = LEASE_DURATION
lease_flag = "reset"
lease_timer_event.set()
def start_lease_timer(flag):
if flag == "leader":
start_leader_lease_timer()
else:
start_follower_lease_timer()
def start_lease_timer_with_flag(flag):
global lease_timer_event, lease_timer_thread, lease_flag
lease_timer_event = threading.Event()
if lease_timer_thread is not None and lease_timer_thread.is_alive():
lease_flag = "stop"
lease_timer_event.set()
lease_timer_thread = threading.Thread(target=start_lease_timer, args=(flag,))
lease_timer_thread.start()
def dump_state(message):
global node_id
print(f"dump_state called with node_id: {node_id}")
directory = f'logs_node_{node_id}'
if not os.path.exists(directory):
os.makedirs(directory)
try:
with open(f'{directory}/dump.txt', 'a') as f:
f.write(f'{message}\n')
except Exception as e:
print(f"An error occurred while dumping the state")
def save_state():
global node_id, logs, commit_length, applied_length, current_term, voted_for
print(f"save_state called with node_id: {node_id}")
directory = f'logs_node_{node_id}'
if not os.path.exists(directory):
os.makedirs(directory)
try:
with open(f'{directory}/logs.txt', 'w') as f:
for log in logs:
if log.command == 'NO-OP':
f.write(f'{log.command} {log.term}\n')
else:
f.write(f'{log.command} {log.key} {log.value} {log.term}\n')
with open(f'{directory}/metadata.txt', 'w') as f:
f.write(f'Commit Length: {commit_length}, Term: {current_term}, Voted for: {voted_for}\n')
except Exception as e:
print(f"An error occurred while saving the state")
def load_state():
global node_id, logs, commit_length, applied_length, current_term, voted_for
print(f"load_state called with node_id: {node_id}")
directory = f'logs_node_{node_id}'
if not os.path.exists(directory):
print(f"Directory {directory} does not exist.")
return
try:
with open(f'{directory}/logs.txt', 'r') as f:
for line in f.readlines():
line = line.split()
if line[0] == "NO-OP":
logs.append(node_pb2.LogRequest.LogItem(command=line[0], key="", value="", term=int(line[1])))
else:
logs.append(node_pb2.LogRequest.LogItem(command=line[0], key=line[1], value=line[2], term=int(line[3])))
with open(f'{directory}/metadata.txt', 'r') as f:
metadata = f.read().split(',')
commit_length = int(metadata[0].split(':')[1].strip())
applied_length = int(metadata[1].split(':')[1].strip())
current_term = int(metadata[2].split(':')[1].strip())
voted_for = metadata[3].split(':')[1].strip().lower() == 'True'
except Exception as e:
print(f"An error occurred while loading the state")
def replicate_log(follower_id, acks):
global logs, node_id, current_term, commit_length, sent_length, lease_timeout
prefixLen = sent_length[follower_id]
suffix = logs[prefixLen:]
prefixTerm = 0
if sent_length[follower_id] > 0:
prefixTerm = logs[sent_length[follower_id] - 1].term
request = node_pb2.LogRequest(leader_id=node_id, term=current_term, prefixLen=prefixLen,
prefixTerm=prefixTerm, leaderCommit=commit_length,
suffix=suffix, follower_id=follower_id, leader_lease = lease_timeout)
try:
stub = SERVER_STUBS[follower_id]
response = stub.Log(request)
print("Replicating Log of node:",follower_id)
process_log_response(follower_id, response.term, response.ack, response.success, acks)
except grpc.RpcError as e:
dump_state(f"Error occurred while sending RPC to Node {follower_id}.")
print(f"Failed connection - {follower_id}")
def process_log_response(follower, term, ack, success, acks):
global current_term, commit_length, current_role, voted_for, acked_length, sent_length
if term == current_term and current_role == 'leader':
if success and ack >= acked_length[follower]:
sent_length[follower] = ack
acked_length[follower] = ack
commit_log_entries()
elif sent_length[follower] > 0:
sent_length[follower] -= 1
acks[0] += 1
elif term > current_term:
current_term = term
current_role = 'follower'
voted_for = None
reset_election_timeout()
# apply committed entries to the state machine
def commit_log_entries():
global logs, commit_length, applied_length, current_term, node_id, acked_length
min_acks = len(SERVER_STUBS) // 2
ready = []
for i in range(len(logs)):
acked_nodes = [n for n in SERVER_STUBS.keys() if n != node_id and acked_length[n] >= i]
if len(acked_nodes) >= min_acks:
ready.append(i)
if ready and ready[-1] >= commit_length and logs[ready[-1]].term == current_term:
for i in range(commit_length, ready[-1] + 1):
dump_state(f"Node {node_id} (leader) committed the entry {logs[i].command} {logs[i].key} {logs[i].value} to the state machine.")
print(f"Node {node_id} (leader) committed the entry {logs[i].command} {logs[i].key} {logs[i].value} to the state machine.")
commit_length = ready[-1] + 1
applied_length = commit_length
save_state()
class NodeClient:
def __init__(self, nodeId):
global node_id, election_timeout, election_timer_event, election_timer_thread, lease_timer_event, lease_timer_thread
load_state()
save_state()
node_id = nodeId
self.votes_received = set()
election_timer_event = threading.Event()
election_timer_thread = threading.Thread(target=self.start_election_timer)
election_timer_thread.start()
def start_election_timer(self):
global election_timeout, election_timer_event, current_role
while True:
election_timeout = generate_election_timeout()
election_timer_event.wait(election_timeout)
if election_timer_event.is_set():
election_timer_event.clear()
else:
if current_role != 'leader':
self.start_election()
def start_election(self):
global current_leader, current_role, voted_for, current_term, node_id, logs
dump_state(f"Node {node_id} election timeout-> Starting election.")
print(f"Node {node_id} election timeout-> Starting election.")
current_term += 1
save_state()
current_role = 'candidate'
voted_for = node_id
self.votes_received = {node_id}
last_term = 0 if not logs else logs[-1].term
threads = []
for nodeId in SERVER_STUBS.keys():
if current_role != 'candidate':
break
if nodeId != node_id:
print(f"Requesting vote from-{nodeId}")
thread = threading.Thread(target=self.request_vote, args=(nodeId, current_term, len(logs), last_term))
threads.append(thread)
thread.start()
thread.join()
def request_vote(self, nodeId, current_term, log_length, last_term):
global node_id
try:
request = node_pb2.VoteRequest(candidate_id=node_id, term=current_term, log_length=log_length, last_term=last_term)
stub = SERVER_STUBS[nodeId]
response = stub.Vote(request)
self.collect_vote(response)
except grpc.RpcError as e:
print(f"Failed to connect to node {nodeId}")
dump_state(f"Error occurred while sending RPC to Node {nodeId}.")
def collect_vote(self, response):
global current_role, node_id, current_term, logs, voted_for, current_leader, lease_timeout, sent_length, acked_length
print(f"{response.voter_id} voted {response.vote_granted}")
if current_role == 'candidate' and response.term == current_term and response.vote_granted:
self.votes_received.add(response.voter_id)
lease_timeout = max(lease_timeout, response.old_leader_lease_duration) # lease_timeout first becomes equal to the max old leader lease's remaining duration
print(f"{response.voter_id} updates old lease timer - {response.old_leader_lease_duration} ")
if len(self.votes_received) >= len(SERVER_STUBS) // 2 + 1:
current_role = 'leader'
dump_state(f"Node {node_id} became the leader for term {current_term}")
print(f"Node {node_id} became the LEADER for term {current_term}")
current_leader = node_id
for follower_id in SERVER_STUBS.keys():
if follower_id != node_id:
sent_length[follower_id] = len(logs)
acked_length[follower_id] = 0
print(f"Leader waiting for {lease_timeout} seconds")
dump_state(f"New Leader waiting for Old Leader Lease to timeout.")
time.sleep(lease_timeout)
lease_timeout = LEASE_DURATION
noopLog = node_pb2.LogRequest.LogItem(command = "NO-OP", key = "", value = "", term = current_term)
logs.append(noopLog)
start_lease_timer_with_flag("leader")
print("Starting heartbeat")
self.start_heartbeat()
elif response.term > current_term:
current_term = response.term
current_role = 'follower'
print("Stepping down from candidate role to", current_role)
voted_for = None
save_state()
reset_election_timeout()
def start_heartbeat(self):
global current_role, node_id, lease_timeout
start_time = time.time()
renew_fail = False
while current_role == 'leader':
if lease_timeout <= 0:
print(f"Node {node_id}'s leader lease expired.")
break
with replicate_log_lock:
dump_state(f"Leader {node_id} sending heartbeat & Renewing Lease")
print(f"Leader {node_id} sending heartbeat & Renewing Lease")
threads = []
acks = [0]
elapsed_time = time.time() - start_time
lease_timeout = max(0, lease_timeout - elapsed_time)
for follower_id in SERVER_STUBS.keys():
if follower_id != node_id:
thread = threading.Thread(target=replicate_log, args=(follower_id, acks))
threads.append(thread)
thread.start()
thread.join()
if acks[0] >= len(SERVER_STUBS) // 2:
print(f"Leader {node_id} lease renewed at {lease_timeout} seconds.\n")
reset_leader_lease_timeout()
renew_fail = False
else:
renew_fail = True
start_time = time.time()
time.sleep(HEARTBEAT_INTERVAL)
else:
if renew_fail:
dump_state(f"Leader {node_id} lease renewal failed. Stepping Down.")
print(f"Leader {node_id} lease renewal failed. Stepping Down.")
else:
dump_state(f"{node_id} Stepping down")
print(f"{node_id} Stepping down")
leader_lease_start_time = None
def start_follower_lease_timer():
global lease_flag, leader_lease_start_time, current_role, lease_timeout, lease_timer_event
while current_role == "follower":
leader_lease_start_time = time.time()
lease_timer_event.wait(lease_timeout)
if lease_flag == "reset":
lease_timer_event.clear()
lease_flag = None
continue
elif lease_flag == "stop":
lease_flag = None
leader_lease_start_time = None
break
break
def reset_follower_lease_timeout():
global lease_flag, lease_timer_event
lease_flag = "reset"
lease_timer_event.set()
class NodeServer(node_pb2_grpc.NodeServicer):
def Vote(self, request, context):
global current_term, current_role, voted_for, logs, node_id, leader_lease_start_time, lease_timeout, lease_flag, lease_timer_event
reset_election_timeout()
if request.term > current_term:
current_term = request.term
current_role = 'follower'
lease_flag = "stop"
lease_timer_event.set()
voted_for = None
last_log_term = 0 if not logs else logs[-1].term
log_ok = request.last_term > last_log_term or (request.last_term == last_log_term and request.log_length >= len(logs))
vote_granted = False
if request.term == current_term and log_ok and (voted_for is None or voted_for == request.candidate_id):
voted_for = request.candidate_id
vote_granted = True
dump_state(f"Vote {'granted' if vote_granted else 'denied'} for Node {request.candidate_id} in term {current_term}")
print(f"Vote {'granted' if vote_granted else 'denied'} for Node {request.candidate_id} in term {current_term}")
if leader_lease_start_time is not None:
leader_lease_elapsed_time = time.time() - leader_lease_start_time
lease_timeout = max(0, lease_timeout - leader_lease_elapsed_time)
return node_pb2.VoteResponse(voter_id=node_id, term=current_term, vote_granted=vote_granted, old_leader_lease_duration=lease_timeout)
def append_entries(self, prefix_len, leader_commit, suffix):
global logs, commit_length, applied_length, current_leader, node_id
if len(suffix) > 0 and len(logs) > prefix_len:
index = min(len(logs), prefix_len + len(suffix)) - 1
if logs[index].term != suffix[index-prefix_len].term:
logs = logs[:prefix_len]
if prefix_len + len(suffix) > len(logs):
logs += suffix
dump_state(f"Node {node_id} accepted AppendEntries RPC from {current_leader}.")
print(f"Node {node_id} accepted AppendEntries RPC from {current_leader}.")
if leader_commit > commit_length:
for i in range(commit_length, leader_commit):
dump_state(f"Node {node_id} (follower) committed the entry {logs[i].command} {logs[i].key} {logs[i].value} to the state machine.")
print(f"Node {node_id} (follower) committed the entry {logs[i].command} {logs[i].key} {logs[i].value} to the state machine.")
commit_length = leader_commit
applied_length = commit_length
save_state()
def Log(self, request, context):
global current_term, current_role, current_leader, voted_for, logs, commit_length, node_id, lease_timeout, lease_flag
lease_timeout = request.leader_lease
reset_follower_lease_timeout()
reset_election_timeout()
if request.term >= current_term:
if request.term > current_term:
voted_for = None
current_term = request.term
current_role = 'follower'
current_leader = request.leader_id
for s in request.suffix:
if s.command == "NO-OP":
start_lease_timer_with_flag("follower")
log_ok = len(logs) >= request.prefixLen and (request.prefixLen == 0 or logs[request.prefixLen - 1].term == request.prefixTerm)
if request.term == current_term and log_ok:
self.append_entries(request.prefixLen, request.leaderCommit, request.suffix)
ack = request.prefixLen + len(request.suffix)
print(f"In log:- success {True}")
return node_pb2.LogResponse(node_id = node_id, term = current_term, ack = ack, success = True)
else:
dump_state(f"Node {node_id} rejected AppendEntries RPC from {current_leader}.")
print(f"Node {node_id} rejected AppendEntries RPC from {current_leader}.")
return node_pb2.LogResponse(node_id = node_id, term = current_term, ack = 0, success = False)
def SetVal(self, request, context):
global logs, current_role, current_leader, current_term, commit_length, node_id
if current_role != "leader":
return node_pb2.SetValResponse(success=False, current_leader = current_leader)
key = request.key
value = request.value
newLog = node_pb2.LogRequest.LogItem(command = "SET", key = key, value = value, term = current_term)
dump_state(f"Node {node_id} (leader) received a SET request.")
print(f"Node {node_id} (leader) received a SET request.")
logs.append(newLog)
index = len(logs) # Index of the new log entry
print(logs)
save_state()
# The actual replication will be handled in the next heartbeat
print(f"Entry appended to log at index {index}, waiting for next heartbeat to replicate")
attempt = 1
while commit_length < index:
print("Waiting for log entry to be committed")
if attempt > 5:
print("Timeout waiting for log entry to be committed")
return node_pb2.SetValResponse(success=False, current_leader = current_leader)
if current_role != "leader": # Check if still the leader
print("No longer the leader")
return node_pb2.SetValResponse(success=False, current_leader = current_leader)
reset_election_timeout()
with replicate_log_lock:
threads = []
for follower_id in SERVER_STUBS.keys():
if follower_id != node_id:
thread = threading.Thread(target=replicate_log, args=(follower_id, [0]))
threads.append(thread)
thread.start()
thread.join()
attempt += 1
else:
print(f"Set {key} = {value}")
return node_pb2.SetValResponse(success=True, current_leader = current_leader)
def GetVal(self, request, context):
global node_id, current_role, current_leader, logs
success = False
if current_role != "leader":
return node_pb2.GetValResponse(value=None, success=success, current_leader = current_leader)
key = request.key
value = None
dump_state(f"Node {node_id} (leader) received a GET request.")
print(f"Node {node_id} (leader) received a GET request.")
for entry in reversed(logs):
if entry.key == key:
value = entry.value
success = True
break
return node_pb2.GetValResponse(value=value, success=success, current_leader = current_leader)
def server():
server = grpc.server(futures.ThreadPoolExecutor(max_workers=10))
node_pb2_grpc.add_NodeServicer_to_server(NodeServer(), server)
server.add_insecure_port('localhost:50051')
server.start()
server.wait_for_termination()
def client():
NodeClient(nodeId=0)
# main function to start client and server side
def main():
clientThread = threading.Thread(target=client)
serverThread = threading.Thread(target=server)
clientThread.start()
serverThread.start()
clientThread.join()
serverThread.join()
if __name__ == '__main__':
main()