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server.py
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493 lines (403 loc) · 17.6 KB
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import math
import multiprocessing
import random
import sys
import threading
import time
from concurrent import futures
from typing import Callable, Any
import grpc
import raft_pb2
import raft_pb2_grpc as pb_grpc
# noinspection DuplicatedCode
AppendRequest = raft_pb2.AppendRequest
AppendResponse = raft_pb2.AppendResponse
GetLeaderResponse = raft_pb2.GetLeaderResponse
SuspendRequest = raft_pb2.SuspendRequest
Void = raft_pb2.Void
VoteRequest = raft_pb2.VoteRequest
VoteResponse = raft_pb2.VoteResponse
Key = raft_pb2.Key
KeyValue = raft_pb2.KeyValue
SetValResponse = raft_pb2.SetValResponse
GetValResponse = raft_pb2.GetValResponse
LogEntry = raft_pb2.LogEntry
HEARTBEAT_INTERVAL = 200 # ms
ELECTION_INTERVAL = 500, 800 # ms
def parse_server_config(config: str) -> (int, str):
params = config.split()
return int(params[0]), f"{params[1]}:{params[2]}"
def generate_random_timeout() -> int:
return random.randint(ELECTION_INTERVAL[0], ELECTION_INTERVAL[1])
def start_after_time(period_sec: float, func: Callable, *args, **kwargs) -> None:
timer = threading.Timer(period_sec, func, args, kwargs)
timer.start()
# noinspection PyUnresolvedReferences
class RepeatTimer(threading.Timer):
""" Taken from https://stackoverflow.com/a/48741004/11825114 """
def run(self) -> None:
while not self.finished.wait(self.interval):
self.function(*self.args, **self.kwargs)
def get_service_stub(node_address: str) -> pb_grpc.RaftElectionServiceStub:
channel = grpc.insecure_channel(node_address)
client_stub = pb_grpc.RaftElectionServiceStub(channel)
return client_stub
class RaftElectionService(pb_grpc.RaftElectionServiceServicer):
def __init__(self, server_id: int, server_address: str, servers: dict[int, str]) -> None:
# log receiving
self.logs: [LogEntry] = []
self.commit_length: int = 0
self.sent_length: dict[str, int] = {}
self.acked_length: dict[str, int] = {}
self.data: dict[str, str] = {}
self.current_term = 0
self.server_id = server_id
self.server_address = server_address
self.servers = servers
self.election_timeout = generate_random_timeout()
self.state = None
self.election_timer = None
self.current_vote = None
self.start_following()
self.leader_id = None
self.leader_address = None
self.leader_timer = None
self.should_interrupt = False
super().__init__()
def start_election_timer(self) -> threading.Timer:
""" Unit of timeout is ms """
election_timer = threading.Timer(self.election_timeout / 1000, self.start_election)
election_timer.start()
return election_timer
def start_following(self):
self.state = "follower"
print(f"I am a follower. Term: {self.current_term}")
self.election_timer = self.start_election_timer()
def start_election(self):
print("The leader is dead")
print(f"I am a candidate. Term: {self.current_term}")
if self.state != "follower":
return
self.state = "candidate"
self.current_term += 1
self.current_vote = self.server_id
print(f"Voted for node {self.server_id}")
number_of_voted = 1 # because server initially votes for itself
queue = multiprocessing.Queue()
threads = []
last_term = 0
if len(self.logs) > 0:
last_term = self.logs[-1].term
for _, server_address in self.servers.items():
thread = threading.Thread(target=self.request_election_vote, args=(server_address,
queue,
last_term,
len(self.logs)))
thread.daemon = True
threads.append(thread)
if self.state != "candidate":
return
thread.start()
for thread in threads:
thread.join()
print(f"Votes received", end=": ")
while not queue.empty():
vote_result = queue.get()
if vote_result is None: # if server is not responding
continue
if vote_result.term > self.current_term:
self.current_term = vote_result.term
self.current_vote = None
self.start_following()
return
if vote_result.result:
number_of_voted += 1
print(number_of_voted)
if number_of_voted > (len(self.servers) + 1) / 2:
self.start_leading()
else:
self.election_timeout = generate_random_timeout()
self.start_following()
def request_election_vote(self, address: str, queue, last_term: int, last_index: int) -> None:
client_stub = get_service_stub(node_address=address)
# noinspection PyBroadException
try:
result: VoteResponse = client_stub.RequestVote(
VoteRequest(candidateTerm=self.current_term,
candidateId=self.server_id,
lastLogTerm=last_term,
lastLogIndex=last_index))
queue.put(result)
except Exception:
pass
def start_leading(self):
print(f"I am a leader. Term: {self.current_term}")
self.election_timer.cancel()
self.state = "leader"
self.leader_id = self.server_id
self.leader_address = self.server_address
for _, server_address in self.servers.items():
self.sent_length[server_address] = len(self.logs)
self.acked_length[server_address] = 0
self.leader_timer = RepeatTimer(HEARTBEAT_INTERVAL / 1000, function=self.send_heartbeats)
self.leader_timer.start()
while self.state == "leader":
if self.should_interrupt:
self.leader_timer.cancel()
return
print(f"I am a follower. Term: {self.current_term}")
self.leader_timer.cancel()
def send_heartbeats(self):
threads = []
for _, server_address in self.servers.items():
# replicate log
thread = threading.Thread(target=self.send_heartbeat, args=(server_address,))
thread.daemon = True
threads.append(thread)
thread.start()
# replicate log end
for thread in threads:
if self.should_interrupt:
return
thread.join()
def send_heartbeat(self, server_address):
client_stub = get_service_stub(server_address)
if self.sent_length and self.logs:
# if for current moment there are new logs => send them with heartbeat
i = self.sent_length[server_address]
entries: [LogEntry] = self.logs[i:]
prev_log_term: int = self.logs[i - 1].term if (i > 0) else 0
# end
else:
i = 0
prev_log_term = 0
entries = []
# noinspection PyBroadException
try:
result = client_stub.AppendEntries(
AppendRequest(leaderTerm=self.current_term,
leaderId=self.server_id,
prevLogIndex=i,
prevLogTerm=prev_log_term,
entries=entries,
leaderCommitIndex=self.commit_length))
if not result.success:
self.current_term = result.term
self.state = "follower"
return
# print(f"Heartbeat with append entries was sent to {server_address}")
self.on_append_response(follower_address=server_address,
term=result.term,
ack=result.ack,
success=result.success)
except Exception:
pass
def __acks(self, length: int):
acks = 1 # leader acks its changes
for _, address in self.servers.items():
if self.acked_length[address] >= length:
acks += 1
return acks
def commit_log_entries(self):
min_acks = int(math.ceil((len(self.servers) + 1) / 2))
ready = []
for length in range(1, len(self.logs) + 1):
if self.__acks(length) >= min_acks:
ready.append(length)
if len(ready) > 0 and max(ready) > self.commit_length and self.logs[max(ready) - 1].term == self.current_term:
for i in range(self.commit_length, max(ready)):
key_value = self.logs[i].keyValue
self.data[key_value.key] = key_value.value
self.commit_length = max(ready)
def on_append_response(self, follower_address: str, term: int, ack: int, success: bool):
if term == self.current_term and self.state == "leader":
if success:
self.sent_length[follower_address] = ack
self.acked_length[follower_address] = ack
self.commit_log_entries()
elif self.sent_length[follower_address] > 0:
self.sent_length[follower_address] = self.sent_length[follower_address] - 1
self.send_heartbeat(follower_address)
elif term > self.current_term:
self.current_term = term
if self.state != "follower":
self.start_following()
self.current_vote = None
def append_logs(self, log_length: int, leader_commit: int, entries: [LogEntry]) -> None:
if len(entries) > 0 and len(self.logs) > log_length:
if self.logs[log_length].term != entries[0].term:
self.logs = self.logs[:log_length-1]
if log_length + len(entries) > len(self.logs):
for i in range(len(self.logs) - log_length, len(entries)):
self.logs.append(entries[i])
if leader_commit > self.commit_length:
for i in range(self.commit_length, leader_commit):
key_value: KeyValue = self.logs[i].keyValue
self.data[key_value.key] = key_value.value # deliver
self.commit_length = leader_commit
def RequestVote(self, request, context):
candidate_term = request.candidateTerm
candidate_id = request.candidateId
last_log_index = request.lastLogIndex
last_log_term = request.lastLogTerm
if not self.logs:
log_ok = True
else:
my_log_term = self.logs[-1].term
log_ok = (last_log_term > my_log_term) or \
(last_log_term == my_log_term and last_log_index >= len(self.logs))
voted_ok = self.current_vote is None or self.current_vote == candidate_id
term_ok = candidate_term > self.current_term or (candidate_term == self.current_term and voted_ok)
if log_ok and term_ok:
self.current_term = candidate_term
self.current_vote = candidate_id
if self.state != "follower":
self.start_following()
print(f"Voted for: {candidate_id}")
return VoteResponse(term=self.current_term, result=True)
else:
return VoteResponse(term=self.current_term, result=False)
def AppendEntries(self, request: AppendRequest, context):
entries = request.entries
str_entries = []
for entry in entries:
str_entries.append((entry.keyValue.key, entry.keyValue.value))
leader_id = request.leaderId
term = request.leaderTerm
log_length = request.prevLogIndex
log_term = request.prevLogTerm
leader_commit = request.leaderCommitIndex
entries: [LogEntry] = request.entries
self.leader_id = leader_id
self.leader_address = self.servers[leader_id]
try:
if self.state == "follower":
self.election_timer.cancel()
self.election_timer = self.start_election_timer()
if term > self.current_term:
self.current_term = term
self.current_vote = None
if not self.logs:
log_ok = True
else:
log_ok = len(self.logs) >= log_length
if log_ok and log_length > 0:
log_ok = log_term == self.logs[-1].term
if term == self.current_term and log_ok:
self.append_logs(log_length, leader_commit, entries)
ack = log_length + len(entries)
return AppendResponse(term=self.current_term, success=True, ack=ack)
else:
return AppendResponse(term=self.current_term, success=False, ack=0)
except grpc.RpcError as e:
print(str(e))
def GetLeader(self, request, context):
print("Command from client: getleader")
node_id, node_address = None, None
if self.state == "candidate":
if not self.current_vote:
node_id, node_address = self.current_vote, self.servers[self.current_vote]
else:
node_id, node_address = self.leader_id, self.leader_address
print(f"{node_id} {node_address}")
return GetLeaderResponse(nodeId=node_id, nodeAddress=node_address)
def SetVal(self, request: KeyValue, context):
if self.state == "leader":
log_entry = LogEntry(keyValue=request, term=self.current_term)
self.logs.append(log_entry)
self.acked_length[self.server_address] = len(self.logs)
return SetValResponse(success=True)
else:
client_stub = get_service_stub(self.leader_address)
return client_stub.SetVal(request)
def GetVal(self, request, context):
if request.key in self.data:
value = self.data[request.key]
return GetValResponse(success=True, value=value)
else:
return GetValResponse(success=False)
def Suspend(self, request, context):
pass
class SuspendableRaftElectionService(RaftElectionService):
def __init__(self, server_id: int, server_address: str, servers: dict[int, str]) -> None:
super().__init__(server_id, server_address, servers)
self.suspended = False
def RequestVote(self, request, context):
return self.__wrap_with_suspend(super().RequestVote, request, context)
def AppendEntries(self, request: AppendRequest, context):
return self.__wrap_with_suspend(super().AppendEntries, request, context)
def GetLeader(self, request, context):
return self.__wrap_with_suspend(super().GetLeader, request, context)
def SetVal(self, request, context):
return self.__wrap_with_suspend(super().SetVal, request, context)
def GetVal(self, request, context):
return self.__wrap_with_suspend(super().GetVal, request, context)
def Suspend(self, request, context):
return self.__wrap_with_suspend(self.__suspend, request, context)
# noinspection PyUnusedLocal
def __suspend(self, request, context) -> Void:
period = request.period
print(f"Command from client: suspend {request.period}")
was_follower = self.state == "follower"
self.suspended = True
# actual suspend only after function return
start_after_time(period_sec=0.025, func=self.__make_suspend, period=period, was_follower=was_follower)
return Void()
def __make_suspend(self, period: int, was_follower: bool) -> None:
self.state = "follower"
self.election_timer.cancel()
if self.leader_timer is not None:
self.leader_timer.cancel()
print(f"Sleeping for {period} seconds")
time.sleep(period)
# after wake up
if was_follower:
print(f"I am a follower. Term: {self.current_term}")
self.election_timer = self.start_election_timer()
self.suspended = False
def __wrap_with_suspend(self, func: Callable, request, context) -> Any:
if self.suspended:
msg = "Server is suspended"
context.set_details(msg)
context.set_code(grpc.StatusCode.UNAVAILABLE)
return Void()
else:
return func(request, context)
def configure_server(server_addr: str, server_id: int, other_servers_addresses: [str]):
server = grpc.server(futures.ThreadPoolExecutor(max_workers=10))
server.add_insecure_port(server_addr)
print(f"The server starts at {server_addr}")
service = SuspendableRaftElectionService(server_id, server_addr, other_servers_addresses)
pb_grpc.add_RaftElectionServiceServicer_to_server(
service,
server
)
return service, server
def start_server() -> None:
needed_server_id = int(sys.argv[1])
config_file = open("config.conf", "r")
servers = {}
needed_server_address = None
for server_line in config_file.read().splitlines():
server_id, address = parse_server_config(server_line)
if server_id == needed_server_id:
needed_server_address = address
continue
servers[server_id] = address
config_file.close()
if needed_server_address is None:
print("No such available server id")
sys.exit()
service, server = configure_server(server_addr=needed_server_address,
server_id=needed_server_id,
other_servers_addresses=servers)
try:
server.start()
server.wait_for_termination()
except KeyboardInterrupt:
service.should_interrupt = True
server.stop(grace=None)
print("Shutting down")
sys.exit(0)
if __name__ == "__main__":
start_server()