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rebalancer.py
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rebalancer.py
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import django, json, secrets, asyncio
from time import sleep
from asgiref.sync import sync_to_async
from django.db.models import Sum, F
from datetime import datetime, timedelta
from gui.lnd_deps import lightning_pb2 as ln
from gui.lnd_deps import lightning_pb2_grpc as lnrpc
from gui.lnd_deps import router_pb2 as lnr
from gui.lnd_deps import router_pb2_grpc as lnrouter
from gui.lnd_deps.lnd_connect import lnd_connect, async_lnd_connect
from os import environ
from typing import List
environ['DJANGO_SETTINGS_MODULE'] = 'lndg.settings'
django.setup()
from gui.models import Rebalancer, Channels, LocalSettings, Forwards, Autopilot
@sync_to_async
def get_out_cans(rebalance, auto_rebalance_channels):
try:
return list(auto_rebalance_channels.filter(auto_rebalance=False, percent_outbound__gte=F('ar_out_target')).exclude(remote_pubkey=rebalance.last_hop_pubkey).values_list('chan_id', flat=True))
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error getting outbound cands: {str(e)}")
@sync_to_async
def save_record(record):
try:
record.save()
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error saving database record: {str(e)}")
@sync_to_async
def inbound_cans_len(inbound_cans):
try:
return len(inbound_cans)
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error getting inbound cands: {str(e)}")
@sync_to_async
def check_and_set_allow_multishards():
allow_multishards = True # Default value is True
disable_mpp_setting = LocalSettings.objects.filter(key='LND-DisableMPP').first()
if disable_mpp_setting:
if int(disable_mpp_setting.value) > 0:
allow_multishards = False
else:
# If the setting does not exist, create it with a default value of '0'
LocalSettings.objects.create(key='LND-DisableMPP', value='0')
return allow_multishards
async def run_rebalancer(rebalance, worker):
try:
# Check if LocalSetting LND-EnableMPP exists and set allow_mpp accordingly
allow_multishards = await check_and_set_allow_multishards() # Default value is True.
max_parts = None if allow_multishards else 1 # Adjust max_parts based on the allow_multishards value
#Reduce potential rebalance value in percent out to avoid going below AR-OUT-Target
auto_rebalance_channels = Channels.objects.filter(is_active=True, is_open=True, private=False).annotate(percent_outbound=((Sum('local_balance')+Sum('pending_outbound')-rebalance.value)*100)/Sum('capacity')).annotate(inbound_can=(((Sum('remote_balance')+Sum('pending_inbound'))*100)/Sum('capacity'))/Sum('ar_in_target'))
outbound_cans = await get_out_cans(rebalance, auto_rebalance_channels)
if len(outbound_cans) == 0 and rebalance.manual == False:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : No outbound_cans")
rebalance.status = 406
rebalance.start = datetime.now()
rebalance.stop = datetime.now()
await save_record(rebalance)
return None
elif str(outbound_cans).replace('\'', '') != rebalance.outgoing_chan_ids and rebalance.manual == False:
rebalance.outgoing_chan_ids = str(outbound_cans).replace('\'', '')
rebalance.start = datetime.now()
try:
#Open connection with lnd via grpc
stub = lnrpc.LightningStub(lnd_connect())
routerstub = lnrouter.RouterStub(async_lnd_connect())
chan_ids = json.loads(rebalance.outgoing_chan_ids)
timeout = rebalance.duration * 60
invoice_response = stub.AddInvoice(ln.Invoice(value=rebalance.value, expiry=timeout))
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : {worker} starting rebalance for {rebalance.target_alias} {rebalance.last_hop_pubkey} for {rebalance.value} sats and duration {rebalance.duration}, using {len(chan_ids)} outbound channels")
async for payment_response in routerstub.SendPaymentV2(lnr.SendPaymentRequest(payment_request=str(invoice_response.payment_request), fee_limit_msat=int(rebalance.fee_limit*1000), outgoing_chan_ids=chan_ids, last_hop_pubkey=bytes.fromhex(rebalance.last_hop_pubkey), timeout_seconds=(timeout-5), allow_self_payment=True, max_parts=max_parts), timeout=(timeout+60)):
if payment_response.status == 1 and rebalance.status == 0:
#IN-FLIGHT
rebalance.payment_hash = payment_response.payment_hash
rebalance.status = 1
await save_record(rebalance)
elif payment_response.status == 2:
#SUCCESSFUL
rebalance.status = 2
rebalance.fees_paid = payment_response.fee_msat/1000
successful_out = payment_response.htlcs[0].route.hops[0].pub_key
elif payment_response.status == 3:
#FAILURE
if payment_response.failure_reason == 1:
#FAILURE_REASON_TIMEOUT
rebalance.status = 3
elif payment_response.failure_reason == 2:
#FAILURE_REASON_NO_ROUTE
rebalance.status = 4
elif payment_response.failure_reason == 3:
#FAILURE_REASON_ERROR
rebalance.status = 5
elif payment_response.failure_reason == 4:
#FAILURE_REASON_INCORRECT_PAYMENT_DETAILS
rebalance.status = 6
elif payment_response.failure_reason == 5:
#FAILURE_REASON_INSUFFICIENT_BALANCE
rebalance.status = 7
elif payment_response.status == 0:
rebalance.status = 400
except Exception as e:
if str(e.code()) == 'StatusCode.DEADLINE_EXCEEDED':
rebalance.status = 408
else:
rebalance.status = 400
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error while sending payment: {str(e)}")
finally:
rebalance.stop = datetime.now()
await save_record(rebalance)
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : {worker} completed payment attempts for: {rebalance.payment_hash}")
original_alias = rebalance.target_alias
inc=1.21
dec=2
if rebalance.status ==2:
await update_channels(stub, rebalance.last_hop_pubkey, successful_out)
#Reduce potential rebalance value in percent out to avoid going below AR-OUT-Target
auto_rebalance_channels = Channels.objects.filter(is_active=True, is_open=True, private=False).annotate(percent_outbound=((Sum('local_balance')+Sum('pending_outbound')-rebalance.value*inc)*100)/Sum('capacity')).annotate(inbound_can=(((Sum('remote_balance')+Sum('pending_inbound'))*100)/Sum('capacity'))/Sum('ar_in_target'))
inbound_cans = auto_rebalance_channels.filter(remote_pubkey=rebalance.last_hop_pubkey).filter(auto_rebalance=True, inbound_can__gte=1)
outbound_cans = await get_out_cans(rebalance, auto_rebalance_channels)
if await inbound_cans_len(inbound_cans) > 0 and len(outbound_cans) > 0:
next_rebalance = Rebalancer(value=int(rebalance.value*inc), fee_limit=round(rebalance.fee_limit*inc, 3), outgoing_chan_ids=str(outbound_cans).replace('\'', ''), last_hop_pubkey=rebalance.last_hop_pubkey, target_alias=original_alias, duration=1)
await save_record(next_rebalance)
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : RapidFire increase for {next_rebalance.target_alias} from {next_rebalance.value} to {rebalance.value}")
else:
next_rebalance = None
# For failed rebalances, try in rapid fire with reduced balances until give up.
elif rebalance.status > 2 and rebalance.value > 69420:
#Previous Rapidfire with increased value failed, try with lower value up to 69420.
if rebalance.duration > 1:
next_value = await estimate_liquidity ( payment_response )
if next_value < 1000:
next_rebalance = None
return next_rebalance
else:
next_value = rebalance.value/dec
inbound_cans = auto_rebalance_channels.filter(remote_pubkey=rebalance.last_hop_pubkey).filter(auto_rebalance=True, inbound_can__gte=1)
if await inbound_cans_len(inbound_cans) > 0 and len(outbound_cans) > 0:
next_rebalance = Rebalancer(value=int(next_value), fee_limit=round(rebalance.fee_limit/(rebalance.value/next_value), 3), outgoing_chan_ids=str(outbound_cans).replace('\'', ''), last_hop_pubkey=rebalance.last_hop_pubkey, target_alias=original_alias, duration=1)
await save_record(next_rebalance)
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : RapidFire decrease for {next_rebalance.target_alias} from {next_rebalance.value} to {rebalance.value}")
else:
next_rebalance = None
else:
next_rebalance = None
return next_rebalance
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error running rebalance attempt: {str(e)}")
@sync_to_async
def estimate_liquidity( payment ):
try:
estimated_liquidity = 0
if payment.status == 3:
attempt = None
for attempt in payment.htlcs:
total_hops=len(attempt.route.hops)
if attempt.failure.failure_source_index == total_hops:
#Failure from last hop indicating liquidity available
estimated_liquidity = attempt.route.total_amt if attempt.route.total_amt > estimated_liquidity else estimated_liquidity
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Estimated Liquidity {estimated_liquidity} for payment {payment.payment_hash} with status {payment.status} and reason {payment.failure_reason}")
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error estimating liquidity: {str(e)}")
estimated_liquidity = 0
return estimated_liquidity
@sync_to_async
def update_channels(stub, incoming_channel, outgoing_channel):
try:
# Incoming channel update
channel = stub.ListChannels(ln.ListChannelsRequest(peer=bytes.fromhex(incoming_channel))).channels[0]
db_channel = Channels.objects.filter(chan_id=channel.chan_id)[0]
db_channel.local_balance = channel.local_balance
db_channel.remote_balance = channel.remote_balance
db_channel.save()
# Outgoing channel update
channel = stub.ListChannels(ln.ListChannelsRequest(peer=bytes.fromhex(outgoing_channel))).channels[0]
db_channel = Channels.objects.filter(chan_id=channel.chan_id)[0]
db_channel.local_balance = channel.local_balance
db_channel.remote_balance = channel.remote_balance
db_channel.save()
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error updating channel balances: {str(e)}")
@sync_to_async
def auto_schedule() -> List[Rebalancer]:
try:
#No rebalancer jobs have been scheduled, lets look for any channels with an auto_rebalance flag and make the best request if we find one
to_schedule = []
if LocalSettings.objects.filter(key='AR-Enabled').exists():
enabled = int(LocalSettings.objects.filter(key='AR-Enabled')[0].value)
else:
LocalSettings(key='AR-Enabled', value='0').save()
enabled = 0
if enabled == 0:
return []
auto_rebalance_channels = Channels.objects.filter(is_active=True, is_open=True, private=False).annotate(percent_outbound=((Sum('local_balance')+Sum('pending_outbound'))*100)/Sum('capacity')).annotate(inbound_can=(((Sum('remote_balance')+Sum('pending_inbound'))*100)/Sum('capacity'))/Sum('ar_in_target'))
if len(auto_rebalance_channels) == 0:
return []
if not LocalSettings.objects.filter(key='AR-Outbound%').exists():
LocalSettings(key='AR-Outbound%', value='75').save()
if not LocalSettings.objects.filter(key='AR-Inbound%').exists():
LocalSettings(key='AR-Inbound%', value='90').save()
outbound_cans = list(auto_rebalance_channels.filter(auto_rebalance=False, percent_outbound__gte=F('ar_out_target')).values_list('chan_id', flat=True))
already_scheduled = Rebalancer.objects.exclude(last_hop_pubkey='').filter(status=0).values_list('last_hop_pubkey')
inbound_cans = auto_rebalance_channels.filter(auto_rebalance=True, inbound_can__gte=1).exclude(remote_pubkey__in=already_scheduled).order_by('-inbound_can')
if len(inbound_cans) == 0 or len(outbound_cans) == 0:
return []
if LocalSettings.objects.filter(key='AR-MaxFeeRate').exists():
max_fee_rate = int(LocalSettings.objects.filter(key='AR-MaxFeeRate')[0].value)
else:
LocalSettings(key='AR-MaxFeeRate', value='500').save()
max_fee_rate = 500
if LocalSettings.objects.filter(key='AR-Variance').exists():
variance = int(LocalSettings.objects.filter(key='AR-Variance')[0].value)
else:
LocalSettings(key='AR-Variance', value='0').save()
variance = 0
if LocalSettings.objects.filter(key='AR-WaitPeriod').exists():
wait_period = int(LocalSettings.objects.filter(key='AR-WaitPeriod')[0].value)
else:
LocalSettings(key='AR-WaitPeriod', value='30').save()
wait_period = 30
if not LocalSettings.objects.filter(key='AR-Target%').exists():
LocalSettings(key='AR-Target%', value='3').save()
if not LocalSettings.objects.filter(key='AR-MaxCost%').exists():
LocalSettings(key='AR-MaxCost%', value='65').save()
for target in inbound_cans:
target_fee_rate = min(max_fee_rate, int(target.local_fee_rate * (target.ar_max_cost/100)))
if target_fee_rate > 0 and target_fee_rate > target.remote_fee_rate:
target_value = int(target.ar_amt_target+(target.ar_amt_target*((secrets.choice(range(-1000,1001))/1000)*variance/100)))
target_fee = round(target_fee_rate*target_value*0.000001, 3) if target_fee_rate <= max_fee_rate else round(max_fee_rate*target_value*0.000001, 3)
if target_fee == 0:
continue
if LocalSettings.objects.filter(key='AR-Time').exists():
target_time = int(LocalSettings.objects.filter(key='AR-Time')[0].value)
else:
LocalSettings(key='AR-Time', value='5').save()
target_time = 5
# TLDR: willing to pay 1 sat for every value_per_fee sats moved
if Rebalancer.objects.filter(last_hop_pubkey=target.remote_pubkey).exclude(status=0).exists():
last_rebalance = Rebalancer.objects.filter(last_hop_pubkey=target.remote_pubkey).exclude(status=0).order_by('-id')[0]
if not (last_rebalance.status == 2 or (last_rebalance.status > 2 and (int((datetime.now() - last_rebalance.stop).total_seconds() / 60) > wait_period)) or (last_rebalance.status == 1 and ((int((datetime.now() - last_rebalance.start).total_seconds() / 60) - last_rebalance.duration) > wait_period))):
continue
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Creating Auto Rebalance Request for: {target.chan_id}")
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Value: {target_value} / {target.ar_amt_target} | Fee: {target_fee} | Duration: {target_time}")
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Request routing outbound via: {outbound_cans}")
new_rebalance = Rebalancer(value=target_value, fee_limit=target_fee, outgoing_chan_ids=str(outbound_cans).replace('\'', ''), last_hop_pubkey=target.remote_pubkey, target_alias=target.alias, duration=target_time)
new_rebalance.save()
to_schedule.append(new_rebalance)
return to_schedule
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error scheduling rebalances: {str(e)}")
return to_schedule
@sync_to_async
def auto_enable():
try:
if LocalSettings.objects.filter(key='AR-Autopilot').exists():
enabled = int(LocalSettings.objects.filter(key='AR-Autopilot')[0].value)
else:
LocalSettings(key='AR-Autopilot', value='0').save()
enabled = 0
if LocalSettings.objects.filter(key='AR-APDays').exists():
apdays = int(LocalSettings.objects.filter(key='AR-APDays')[0].value)
else:
LocalSettings(key='AR-APDays', value='7').save()
apdays = 7
if enabled == 1:
lookup_channels=Channels.objects.filter(is_active=True, is_open=True, private=False)
channels = lookup_channels.values('remote_pubkey').annotate(outbound_percent=((Sum('local_balance')+Sum('pending_outbound'))*1000)/Sum('capacity')).annotate(inbound_percent=((Sum('remote_balance')+Sum('pending_inbound'))*1000)/Sum('capacity')).order_by()
filter_day = datetime.now() - timedelta(days=apdays)
forwards = Forwards.objects.filter(forward_date__gte=filter_day)
for channel in channels:
outbound_percent = int(round(channel['outbound_percent']/10, 0))
inbound_percent = int(round(channel['inbound_percent']/10, 0))
chan_list = lookup_channels.filter(remote_pubkey=channel['remote_pubkey']).values('chan_id')
routed_in_apday = forwards.filter(chan_id_in__in=chan_list).count()
routed_out_apday = forwards.filter(chan_id_out__in=chan_list).count()
iapD = 0 if routed_in_apday == 0 else int(forwards.filter(chan_id_in__in=chan_list).aggregate(Sum('amt_in_msat'))['amt_in_msat__sum']/10000000)/100
oapD = 0 if routed_out_apday == 0 else int(forwards.filter(chan_id_out__in=chan_list).aggregate(Sum('amt_out_msat'))['amt_out_msat__sum']/10000000)/100
for peer_channel in lookup_channels.filter(chan_id__in=chan_list):
if peer_channel.ar_out_target == 100 and peer_channel.auto_rebalance == True:
#Special Case for LOOP, Wos, etc. Always Auto Rebalance if enabled to keep outbound full.
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Skipping AR enabled and 100% oTarget channel: {peer_channel.alias} {peer_channel.chan_id}")
pass
elif oapD > (iapD*1.10) and outbound_percent > 75:
#print('Case 1: Pass')
pass
elif oapD > (iapD*1.10) and inbound_percent > 75 and peer_channel.auto_rebalance == False:
#print('Case 2: Enable AR - o7D > i7D AND Inbound Liq > 75%')
peer_channel.auto_rebalance = True
peer_channel.save()
Autopilot(chan_id=peer_channel.chan_id, peer_alias=peer_channel.alias, setting='Enabled', old_value=0, new_value=1).save()
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Auto Pilot Enabled for {peer_channel.alias} {peer_channel.chan_id}: {oapD} {iapD}")
elif oapD < (iapD*1.10) and outbound_percent > 75 and peer_channel.auto_rebalance == True:
#print('Case 3: Disable AR - o7D < i7D AND Outbound Liq > 75%')
peer_channel.auto_rebalance = False
peer_channel.save()
Autopilot(chan_id=peer_channel.chan_id, peer_alias=peer_channel.alias, setting='Enabled', old_value=1, new_value=0).save()
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Auto Pilot Disabled for {peer_channel.alias} {peer_channel.chan_id}: {oapD} {iapD}" )
elif oapD < (iapD*1.10) and inbound_percent > 75:
#print('Case 4: Pass')
pass
else:
#print('Case 5: Pass')
pass
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error during auto channel enabling: {str(e)}")
@sync_to_async
def get_pending_rebals():
try:
rebalances = Rebalancer.objects.filter(status=0).order_by('id')
return rebalances, len(rebalances)
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Error getting pending rebalances: {str(e)}")
async def async_queue_manager(rebalancer_queue):
global scheduled_rebalances, active_rebalances, shutdown_rebalancer
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Queue manager is starting...")
try:
while True:
if shutdown_rebalancer == True:
return
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Queue currently has {rebalancer_queue.qsize()} items...")
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : There are currently {len(active_rebalances)} tasks in progress...")
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Queue manager is checking for more work...")
pending_rebalances, rebal_count = await get_pending_rebals()
if rebal_count > 0:
for rebalance in pending_rebalances:
if rebalance.id not in (scheduled_rebalances + active_rebalances):
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Found a pending job to schedule with id: {rebalance.id}")
scheduled_rebalances.append(rebalance.id)
await rebalancer_queue.put(rebalance)
await auto_enable()
scheduled = await auto_schedule()
if len(scheduled) > 0:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Scheduling {len(scheduled)} more jobs...")
for rebalance in scheduled:
scheduled_rebalances.append(rebalance.id)
await rebalancer_queue.put(rebalance)
elif rebalancer_queue.qsize() == 0 and len(active_rebalances) == 0:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Queue is still empty, stoping the rebalancer...")
shutdown_rebalancer = True
return
await asyncio.sleep(30)
except Exception as e:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Queue manager exception: {str(e)}")
shutdown_rebalancer = True
finally:
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Queue manager has shut down...")
async def async_run_rebalancer(worker, rebalancer_queue):
global scheduled_rebalances, active_rebalances, shutdown_rebalancer
while True:
if not rebalancer_queue.empty() and not shutdown_rebalancer:
rebalance = await rebalancer_queue.get()
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : {worker} is starting a new request...")
active_rebalance_id = None
if rebalance != None:
active_rebalance_id = rebalance.id
active_rebalances.append(active_rebalance_id)
scheduled_rebalances.remove(active_rebalance_id)
while rebalance != None:
rebalance = await run_rebalancer(rebalance, worker)
if active_rebalance_id != None:
active_rebalances.remove(active_rebalance_id)
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : {worker} completed its request...")
else:
if shutdown_rebalancer == True:
return
await asyncio.sleep(3)
async def start_queue(worker_count=1):
rebalancer_queue = asyncio.Queue()
manager = asyncio.create_task(async_queue_manager(rebalancer_queue))
workers = [asyncio.create_task(async_run_rebalancer("Worker " + str(worker_num+1), rebalancer_queue)) for worker_num in range(worker_count)]
await asyncio.gather(manager, *workers)
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Manager and workers have stopped...")
@sync_to_async
def get_worker_count():
if LocalSettings.objects.filter(key='AR-Workers').exists():
return int(LocalSettings.objects.filter(key='AR-Workers')[0].value)
else:
return 1
async def update_worker_count():
global worker_count, shutdown_rebalancer
while True:
updated_worker_count = await get_worker_count()
if updated_worker_count != worker_count:
worker_count = updated_worker_count
shutdown_rebalancer = True
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : New worker count detected...restarting rebalancer")
await asyncio.sleep(20)
def main():
global scheduled_rebalances, active_rebalances, shutdown_rebalancer, worker_count
if LocalSettings.objects.filter(key='AR-Workers').exists():
worker_count = int(LocalSettings.objects.filter(key='AR-Workers')[0].value)
else:
LocalSettings(key='AR-Workers', value='1').save()
worker_count = 1
loop = asyncio.new_event_loop()
asyncio.set_event_loop(loop)
loop.create_task(update_worker_count())
while True:
shutdown_rebalancer = False
scheduled_rebalances = []
active_rebalances = []
if Rebalancer.objects.filter(status=1).exists():
unknown_errors = Rebalancer.objects.filter(status=1)
for unknown_error in unknown_errors:
unknown_error.status = 400
unknown_error.stop = datetime.now()
unknown_error.save()
loop.run_until_complete(start_queue(worker_count))
print(f"{datetime.now().strftime('%c')} : [Rebalancer] : Rebalancer successfully exited...sleeping for 20 seconds")
sleep(20)
if __name__ == '__main__':
main()