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state_machine.py
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import dataclasses
import random
import json
import time
import curio
from curio.socket import *
import messages
NO_OP = "no_op"
@dataclasses.dataclass
class LogEntry:
term: int = -100
value: str = NO_OP
idx: int = -1
chosen: bool = False
@dataclasses.dataclass
class LeaderInfo(messages.Msg):
term: int = -1
online: bool = False
address: tuple | None = None
last_ts: float | None = 0
working: bool = False
@dataclasses.dataclass
class Heartbeat(messages.Msg):
leader_info: LeaderInfo
@dataclasses.dataclass
class Inquery(messages.Msg):
pass
@dataclasses.dataclass
class InqueryResp(messages.Msg):
max_term: int
from_addr: tuple
leader_info: LeaderInfo
@classmethod
def from_dict(cls, jdata):
data = jdata["data"]
max_term = data["max_term"]
leader_info = LeaderInfo(**data["leader_info"])
return InqueryResp(max_term=max_term, from_addr=tuple(data["from_addr"]), leader_info=leader_info)
@dataclasses.dataclass
class ElectionProposal(messages.Msg):
term: int
candidate: tuple
@dataclasses.dataclass
class ElectionPromise(messages.Msg):
term: int
candidate: tuple
left_idx: int
right_idx: int
@dataclasses.dataclass
class ElectionReject(messages.Msg):
max_term: int
@dataclasses.dataclass
class CloseConnection(messages.Msg):
address: tuple
@dataclasses.dataclass
class Empty(messages.Msg):
pass
@dataclasses.dataclass
class LogGapReq(messages.Msg):
pass
@dataclasses.dataclass
class LogGapResp(messages.Msg):
log_entries: list[LogEntry] | None = None
@classmethod
def from_dict(cls, jdata):
data = jdata["data"]
log_entries = []
for log_entry in data:
log_entries.append(LogEntry(**log_entry))
return LogGapResp(log_entries=log_entries)
@dataclasses.dataclass
class WriteReq(messages.Msg):
value: str
@dataclasses.dataclass
class WriteResp(messages.Msg):
succ: bool
reason: str
value: str
@dataclasses.dataclass
class ReplicateReq(messages.Msg):
log_entry: LogEntry
@dataclasses.dataclass
class ReplicateResp(messages.Msg):
succ: bool = True
@dataclasses.dataclass
class BatchReplicateReq(messages.Msg):
term: int
log_entries: list[LogEntry]
@dataclasses.dataclass
class BatchReplicateResp(messages.Msg):
succ: bool
@dataclasses.dataclass
class ChosenReq(messages.Msg):
log_entry: LogEntry
@dataclasses.dataclass
class BatchChosenReq(messages.Msg):
term: int
log_entries: list[LogEntry]
@dataclasses.dataclass
class GetEntryReq(messages.Msg):
left: int = 0
right: int = 0
@dataclasses.dataclass
class GetEntryResp(messages.Msg):
log_entries: list[LogEntry] | None
@dataclasses.dataclass
class SyncLogReq(messages.Msg):
leftmost: int
rightmost: int
@dataclasses.dataclass
class SyncLogResp(messages.Msg):
log_entries: list[LogEntry]
@classmethod
def from_str(cls, data):
obj = super(SyncLogResp, cls).from_str(data)
obj.log_entries = [LogEntry(**sub_data) for sub_data in obj.log_entries]
return obj
@dataclasses.dataclass
class WaitForLeaderReq(messages.Msg):
old_leader: tuple | None
@dataclasses.dataclass
class LeaderHBAction(messages.Msg):
ignore: bool
@dataclasses.dataclass
class Config(messages.Msg):
bg_invt: float | None = None
dead_nodes: list[tuple] | None = None
clear_dead_nodes: bool = False
class StateMachine:
INVT = 0.5
LEADER_HB = 1.5
def __init__(self, addr="127.0.0.1", port=10010, servers_list=None, config: Config | None = None):
self._log = [LogEntry(idx=i) for i in range(10)]
self.left_idx = -1
self.right_idx = -1
self.gap = 10
self.batch_replicate_list = []
self.batch_chosen_list = []
self.addr = addr
self.port = port
self.kernel = None
self.sock = None
self.leader_info = LeaderInfo()
self.lock = curio.Lock()
self.election_proposal: ElectionProposal | None = None
self.max_term = -1
self._stopped = curio.Event()
self.servers_list = [i for i in servers_list if i != self.address]
self.half_len = len(servers_list) // 2
self._leader_evt = curio.Event()
self.ignore_leader_hb = False
self.bg_invt = None
if config and config.bg_invt:
self.bg_invt = config.bg_invt
self.dead_nodes = set()
return
@property
def info(self):
leader = None
if self.self_leader:
leader = f"Self,True,{self.leader_info.working}"
elif self.is_leader_online():
leader = f"{self.leader_info.address},{self.leader_info.online},{self.leader_info.working}"
return f"Server<{self.address},L={leader}>"
async def send_timeout(self, address, msg: messages.Msg):
async with socket(AF_INET, SOCK_STREAM) as sock:
try:
if address in self.dead_nodes:
raise OSError
await curio.timeout_after(0.1, sock.connect, address)
except (OSError, curio.TaskTimeout):
return
await sock.sendall(msg.to_bytes())
try:
ret = await curio.timeout_after(0.1, sock.recv, 40960)
except curio.TaskTimeout:
ret = None
return ret
async def send_to_all(self, msg: messages.Msg, expected_msg=None):
async with curio.TaskGroup() as g:
for address in self.servers_list:
await g.spawn(self.send_timeout, address, msg)
resps = [None] * len(self.servers_list)
for idx, resp in enumerate(g.results):
if not resp:
continue
if not expected_msg:
resps[idx] = messages.Msg.from_str(resp)
else:
resps[idx] = expected_msg.from_str(resp)
resps = [resp for resp in resps if resp]
return resps
@property
def address(self):
return self.addr, self.port
def is_leader_online(self):
if not self.leader_info or not self.leader_info.online:
return False
if self.leader_info.address == self.address:
return True
t = time.time()
d = t - self.leader_info.last_ts
if d > self.LEADER_HB:
self.leader_info.online = False
self.leader_info.working = False
return False
return True
def is_leader(self, address: list | tuple):
return self.leader_info.address == tuple(address)
@property
def self_leader(self) -> bool:
return self.leader_info.address == self.address
def update_leader_info(self, leader_info: LeaderInfo):
self.leader_info = dataclasses.replace(leader_info, online=True, last_ts=time.time())
return
def get_heartbeat_msg(self):
return Heartbeat(leader_info=self.leader_info)
async def background_task(self):
if self.bg_invt is None:
self.bg_invt = self.INVT + random.randint(0, 100)/1000
print(f"{self.info} bg invt {self.bg_invt}")
while not self._stopped.is_set():
await curio.sleep(self.bg_invt)
if not self.is_leader_online():
await self.start_election()
if self.self_leader:
heartbeat = self.get_heartbeat_msg()
resps = await self.send_to_all(heartbeat)
self.leader_info.working = len(resps) >= self.half_len
# print(f"{self.info} done sending hb {time.time()}")
return
async def start_election(self):
st = random.randint(1, 10)/10
print(f"{self.info} is going to sleep for {st} seconds before election")
await curio.sleep(st)
print(f"{self.info} start_election")
if self.is_leader_online():
print(f"{self.info} start_election return 1")
return
# ask the others for leader info
inquery = Inquery()
resps = await self.send_to_all(inquery, expected_msg=InqueryResp)
if self.is_leader_online():
print(f"{self.info} start_election return 2")
return
print(f"{self.info} got responses for inquery {resps}")
term_leaders = {}
max_term = float("-inf")
for resp in resps:
max_term = max(max_term, resp.max_term)
tmp = resp.leader_info
if tmp.term not in term_leaders:
term_leaders[tmp.term] = []
term_leaders[tmp.term].append(tmp)
max_leader_infos = term_leaders[max(term_leaders.keys())]
for leader_info in max_leader_infos:
if leader_info.online and leader_info.working:
print(f"{self.info} start_election return 3 {leader_info}")
return
self.max_term = max(self.max_term, max_term, self.leader_info.term) + 1
print(f"{self.info} max_term {self.max_term}")
if self.election_proposal and self.election_proposal.term >= self.max_term:
self.max_term = max(self.election_proposal.term, self.max_term)
print(f"{self.info}'s got an election proposal {self.election_proposal}")
return
election_proposal = ElectionProposal(term=self.max_term, candidate=self.address)
resps = await self.send_to_all(election_proposal)
promised = []
rejected = []
for i in resps:
if type(i) == ElectionReject:
rejected.append(i)
else:
promised.append(i)
print(f"{self.info} election_proposal responses:")
print(f"promised {promised}")
print(f"rejected {rejected}")
if any([i.max_term > self.max_term for i in rejected]):
return
if len(promised) < self.half_len:
self.max_term += 1
return
# no reconfiguration, gap is trivial
# we can write all the entries whose index greater than the max right idx
rightmost = self.right_idx = max([i.right_idx for i in promised] + [self.right_idx])
leftmost = min([i.left_idx + 1 for i in promised] + [self.left_idx + 1])
lnfo = LeaderInfo(address=self.address, term=self.max_term, working=True, online=True, last_ts=time.time())
self.update_leader_info(lnfo)
await self._leader_evt.set()
print(f"{self.info} is the leader in the term of {self.max_term}")
await curio.spawn(self.sync_log_entries, leftmost, rightmost, daemon=True)
return
async def sync_log_entries(self, leftmost, rightmost):
if leftmost == 0 and rightmost == -1:
return
while True:
req = SyncLogReq(leftmost=leftmost, rightmost=rightmost)
resps = await self.send_to_all(req, expected_msg=SyncLogResp)
resps = [resp for resp in resps if resp]
if len(resps) < self.half_len:
await curio.sleep(0.1)
continue
if leftmost > rightmost:
return
print(f"sync_log_entries {leftmost}, {rightmost}, {resps}")
entries_map = {i: [] for i in range(leftmost, rightmost+1)}
for resp in resps:
for entry in resp.log_entries:
entries_map[entry.idx].append(entry)
for entry in self._log[leftmost: rightmost + 1]:
entries_map[entry.idx].append(entry)
print(f"entries_map {entries_map}")
sync_entries = []
for idx in range(leftmost, rightmost + 1):
entry = LogEntry(term=self.max_term, idx=idx, chosen=True)
candidate_entries = [entry for entry in entries_map[idx] if entry.value != NO_OP]
if candidate_entries:
tmp = sorted(candidate_entries, key=lambda n: n.term)
entry.value = tmp[0].value
sync_entries.append(entry)
self._log[idx] = entry
req = BatchChosenReq(term=self.max_term, log_entries=sync_entries)
await self.send_to_all(req)
break
return
async def handle_synclogreq(self, client, address, msg: SyncLogReq):
entries = self._log[msg.leftmost:msg.rightmost+1]
resp = SyncLogResp(log_entries=entries)
await client.sendall(resp.to_bytes())
return
async def handle_writereq(self, client, address, msg: WriteReq):
# write request from the client
if not self.self_leader:
await self.send_to_all(WriteResp(succ=False,
reason=f"the leader is {self.leader_info.address}",
value=msg.value),
)
return
val = str(msg.value)
self.right_idx += 1
idx = self.right_idx
log_entry = LogEntry(term=self.max_term, value=val, idx=idx, chosen=False)
self._log[idx] = log_entry
resps = await self.send_to_all(ReplicateReq(log_entry=log_entry))
if len(resps) < self.half_len:
await client.sendall(WriteResp(succ=False,
reason="less than a majority of nodes alive!",
value=msg.value,
).to_bytes())
self.leader_info.working = False
print(f"{self.info} less than a majority of nodes alive now!")
return
succ = [resp for resp in resps if resp.succ]
if len(succ) < self.half_len:
await client.sendall(WriteResp(succ=False,
reason="waiting",
value=msg.value,
).to_bytes())
self.batch_replicate_list.append(log_entry)
return
log_entry.chosen = True
self.update_left_idx()
await client.sendall(WriteResp(succ=True, reason="", value=msg.value).to_bytes())
chosen_req = ChosenReq(log_entry=log_entry)
await self.send_to_all(chosen_req)
return
async def handle_replicatereq(self, client, address, msg: ReplicateReq):
if msg.log_entry.term != self.leader_info.term:
await client.sendall(ReplicateResp(succ=False).to_bytes())
return
if self.right_idx < msg.log_entry.idx:
self.right_idx = msg.log_entry.idx
self._log[msg.log_entry.idx] = msg.log_entry
await client.sendall(ReplicateResp(succ=True).to_bytes())
return
def update_left_idx(self):
while True:
idx = self.left_idx + 1
if not self._log[idx].chosen:
break
self.left_idx = idx
return
async def handle_waitforleaderreq(self, client, address, msg: WaitForLeaderReq):
if not self.is_leader_online() or msg.old_leader == self.leader_info.address:
self._leader_evt.clear()
await self._leader_evt.wait()
await client.sendall(Empty().to_bytes())
return
async def handle_chosenreq(self, client, address, msg: ChosenReq):
if msg.log_entry.term == self.leader_info.term:
self._log[msg.log_entry.idx] = msg.log_entry
self.update_left_idx()
await client.sendall(Empty().to_bytes())
return
async def handle_getentryreq(self, client, address, msg: GetEntryReq):
await client.sendall(GetEntryResp(log_entries=self._log[msg.left:msg.right+1]).to_bytes())
return
async def batch_replicate_bg(self):
while not self._stopped.is_set():
await curio.sleep(1)
if not self.batch_replicate_list:
continue
print(f"batch_replicate_list {self.batch_replicate_list}")
entries = [entry for entry in self.batch_replicate_list]
self.batch_replicate_list = []
for entry in entries:
entry.chosen = False
req = BatchReplicateReq(term=self.max_term, log_entries=entries)
resps = await self.send_to_all(req)
succ = [resp for resp in resps if resp.succ]
if len(succ) < self.half_len:
self.batch_replicate_list = entries + self.batch_replicate_list
continue
for entry in entries:
entry.chosen = True
req = BatchChosenReq(term=self.max_term, log_entries=entries)
await self.send_to_all(req)
return
async def handle_batchreplicatereq(self, client, address, msg: BatchReplicateReq):
resp = BatchReplicateResp(succ=True)
if msg.term == self.leader_info.term:
for entry in msg.log_entries:
self._log[entry.idx] = entry
else:
resp.succ = False
await client.sendall(resp.to_bytes())
return
async def handle_config(self, client, address, msg: Config):
if msg.bg_invt:
self.bg_invt = msg.bg_invt
if msg.dead_nodes:
for node_address in msg.dead_nodes:
self.dead_nodes.add(tuple(node_address))
elif msg.clear_dead_nodes:
self.dead_nodes = set()
await client.sendall(Empty().to_bytes())
return
async def handle_batchchosenreq(self, client, address, msg: BatchChosenReq):
if msg.term == self.leader_info.term:
for entry_dict in msg.log_entries:
entry = LogEntry(**entry_dict)
self._log[entry.idx] = entry
await client.sendall(Empty().to_bytes())
return
async def handle_electionproposal(self, client, address, msg: ElectionProposal):
if self.max_term < msg.term:
self.election_proposal = dataclasses.replace(msg)
await client.sendall(ElectionPromise(term=msg.term, candidate=msg.candidate,
left_idx=self.left_idx,
right_idx=self.right_idx).to_bytes())
return
await client.sendall(ElectionReject(max_term=self.max_term).to_bytes())
return
async def handle_heartbeat(self, client, address, msg: Heartbeat):
if self.leader_info.term > msg.leader_info.term:
print(f"{self.info} handle_heartbeat return @, {self.leader_info.term}, {msg}")
return
if self.max_term > msg.leader_info.term:
print(f"{self.info} handle_heartbeat return !, {self.max_term}, {msg}")
return
if msg.leader_info.term == self.leader_info.term and not self.is_leader_online():
print(f"{self.info} leader {msg} online again")
if msg.leader_info.term > self.leader_info.term:
print(f"{self.info} update a new leader {msg}")
self.update_leader_info(msg.leader_info)
if not self._leader_evt.is_set():
await self._leader_evt.set()
await client.sendall(Empty().to_bytes())
return
async def handle_inquery(self, client, address, msg: Inquery):
self.is_leader_online()
resp = InqueryResp(leader_info=self.leader_info,
from_addr=self.address,
max_term=self.max_term)
await client.sendall(resp.to_bytes())
return
async def listen(self):
self.sock = socket(AF_INET, SOCK_STREAM)
self.sock.setsockopt(SOL_SOCKET, SO_REUSEADDR, 1)
self.sock.bind((self.addr, self.port))
self.sock.listen(10)
async with self.sock:
while not self._stopped.is_set():
try:
client, address = await curio.timeout_after(1, self.sock.accept)
except curio.TaskTimeout:
continue
await curio.spawn(self.client_task, client, address, daemon=True)
return
async def client_task(self, client, address):
async with client:
while not self._stopped.is_set():
try:
data = await curio.timeout_after(1, client.recv, 4096)
except curio.TaskTimeout:
continue
if not data:
break
jdata = json.loads(data.decode())
msg = messages.Msg.from_dict(jdata)
handler = getattr(self, f"handle_{msg.__class__.__name__.lower()}")
await handler(client, address, msg)
if self._stopped.is_set():
break
return
async def handle_close(self, client, address, msg):
await self._stopped.set()
return
async def handle_showinfo(self, client, address, msg: messages.ShowInfo):
data = {"address": self.address,
"leader_info": dataclasses.asdict(self.leader_info),
"logs": [dataclasses.asdict(log) for log in self._log],
"left_idx": self.left_idx,
"right_idx": self.right_idx,
}
await client.sendall(json.dumps(data, indent=4).encode())
return
async def spawn_and_wait(self):
await curio.spawn(self.listen, daemon=True)
await curio.spawn(self.background_task, daemon=True)
await curio.spawn(self.batch_replicate_bg, daemon=True)
await self._stopped.wait()
return
def run(self):
self.kernel = curio.Kernel()
self.kernel.run(self.spawn_and_wait, shutdown=True)
return
def main():
return
if __name__ == "__main__":
main()