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The portfolio rebalancing bot will buy and sell to maintain a constant asset allocation ratio of exactly 50/50 = fiat/BTC
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""" | |
The portfolio rebalancing bot will buy and sell to maintain a | |
constant asset allocation ratio of exactly 50/50 = fiat/BTC | |
""" | |
# line too long - pylint: disable=C0301 | |
# too many local variables - pylint: disable=R0914 | |
import glob | |
import strategy | |
import time | |
DISTANCE = 7 # percent price distance of next rebalancing orders | |
FIAT_COLD = 0 # Amount of Fiat stored at home but included in calculations | |
COIN_COLD = 0 # Amount of Coin stored at home but included in calculations | |
################### | |
MARKER = 7 # lowest digit of price to identify bot's own orders | |
COIN = 1E8 # number of satoshi per coin, this is a constant. | |
def add_marker(price, marker): | |
"""encode a marker in the price value to find bot's own orders""" | |
return price // 10 * 10 + marker | |
def has_marker(price, marker): | |
"""return true if the price value has the marker""" | |
return (price % 10) == marker | |
def mark_own(price): | |
"""return the price with our own marker embedded""" | |
return add_marker(price, MARKER) | |
def is_own(price): | |
"""return true if this price has our own marker""" | |
return has_marker(price, MARKER) | |
def write_log(txt): | |
"""write line to a separate logfile""" | |
with open("_balancer.log", "a") as myfile: | |
myfile.write(txt + "\n") | |
class Strategy(strategy.Strategy): | |
"""a portfolio rebalancing bot""" | |
def __init__(self, gox): | |
strategy.Strategy.__init__(self, gox) | |
self.temp_halt = False | |
def slot_keypress(self, gox, (key)): | |
"""a key has been pressed""" | |
if key == ord("c"): | |
# cancel existing rebalancing orders and suspend trading | |
self.debug("canceling all rebalancing orders") | |
self.temp_halt = True | |
self.cancel_orders() | |
if key == ord("p"): | |
# create the initial two rebalancing orders and start trading. | |
# Before you do this the portfolio should already be balanced. | |
# use "i" to show current status and "b" to rebalance with a | |
# market order at current price. | |
self.debug("adding new initial rebalancing orders") | |
self.temp_halt = False | |
self.place_orders() | |
if key == ord("u"): | |
# update the own order list and wallet by forcing what | |
# normally happens only after reconnect | |
gox.client.channel_subscribe(True) | |
if key == ord("i"): | |
# print some information into the log file about | |
# current status (how much currently out of balance) | |
price = (gox.orderbook.bid + gox.orderbook.ask) / 2 | |
vol_buy = self.get_buy_at_price(price) | |
price_balanced = self.get_price_where_it_was_balanced() | |
step_factor = 1 + DISTANCE / 100.0 | |
price_sell = self.get_next_sell_price(price_balanced, step_factor) | |
price_buy = self.get_next_buy_price(price_balanced, step_factor) | |
self.debug("BTC difference at current price:", | |
gox.base2float(vol_buy)) | |
self.debug("Price where it would be balanced:", | |
gox.quote2float(price_balanced), | |
"- next two orders would be at:", | |
gox.quote2float(price_sell), | |
gox.quote2float(price_buy)) | |
vol = gox.base2float(gox.monthly_volume) | |
fee = gox.trade_fee | |
self.debug("monthly volume: %g / trade fee: %g%%" % (vol, fee)) | |
if key == ord("b"): | |
# manually rebalance with market order at current price | |
price = (gox.orderbook.bid + gox.orderbook.ask) / 2 | |
vol_buy = self.get_buy_at_price(price) | |
if abs(vol_buy) > 0.01 * COIN: | |
self.temp_halt = True | |
self.cancel_orders() | |
if vol_buy > 0: | |
self.debug("buy %f at market" % | |
gox.base2float(vol_buy)) | |
gox.buy(0, vol_buy) | |
else: | |
self.debug("sell %f at market" % | |
gox.base2float(-vol_buy)) | |
gox.sell(0, -vol_buy) | |
def cancel_orders(self): | |
"""cancel all rebalancing orders, we identify | |
them through the marker in the price value""" | |
must_cancel = [] | |
for order in self.gox.orderbook.owns: | |
if is_own(order.price): | |
must_cancel.append(order) | |
for order in must_cancel: | |
self.gox.cancel(order.oid) | |
def get_price_where_it_was_balanced(self): | |
"""get the price at which it was perfectly balanced, given the current | |
BTC and Fiat account balances. Immediately after a rebalancing order was | |
filled this should be pretty much excactly the price where the order was | |
filled (because by definition it should be quite exactly balanced then), | |
so even after missing the trade message due to disconnect it should be | |
possible to place the next 2 orders precisely around the new center""" | |
gox = self.gox | |
fiat_have = gox.quote2float(gox.wallet[gox.curr_quote]) + FIAT_COLD | |
btc_have = gox.base2float(gox.wallet[gox.curr_base]) + COIN_COLD | |
return gox.quote2int(fiat_have / btc_have) | |
def get_buy_at_price(self, price_int): | |
"""calculate amount of BTC needed to buy at price to achieve rebalancing. | |
Negative return value means we need to sell. price and return value is | |
in mtgox integer format""" | |
gox = self.gox | |
fiat_have = gox.quote2float(gox.wallet[gox.curr_quote]) + FIAT_COLD | |
btc_have = gox.base2float(gox.wallet[gox.curr_base]) + COIN_COLD | |
price_then = gox.quote2float(price_int) | |
btc_value_then = btc_have * price_then | |
diff = fiat_have - btc_value_then | |
diff_btc = diff / price_then | |
must_buy = diff_btc / 2 | |
# Now compensate the fees: if its a buy then buy a little bit more, | |
# if its a sell (must_buy is negative) then sell a little bit more. | |
# We only add half of the fee to distribute it 50/50 to both balances. | |
# (for this to work the MtGox fee settings must be at default: take | |
# the fee from BTC after buying and take it from USD after selling) | |
must_buy *= (1 + self.gox.trade_fee / 200) | |
# convert into satoshi integer | |
must_buy_int = self.gox.base2int(must_buy) | |
return must_buy_int | |
def place_orders(self): | |
"""place two new rebalancing orders above and below center price""" | |
center = self.get_price_where_it_was_balanced() | |
self.debug( | |
"center is %f" % self.gox.quote2float(center)) | |
step_factor = 1 + DISTANCE / 100.0 | |
next_sell = self.get_next_sell_price(center, step_factor) | |
next_buy = self.get_next_buy_price(center, step_factor) | |
sell_amount = -self.get_buy_at_price(next_sell) | |
buy_amount = self.get_buy_at_price(next_buy) | |
if sell_amount < 0.01 * COIN: | |
sell_amount = int(0.01 * COIN) | |
self.debug("WARNING! minimal sell amount adjusted to 0.01") | |
if buy_amount < 0.01 * COIN: | |
buy_amount = int(0.01 * COIN) | |
self.debug("WARNING! minimal buy amount adjusted to 0.01") | |
self.debug("new buy order %f at %f" % ( | |
self.gox.base2float(buy_amount), | |
self.gox.quote2float(next_buy) | |
)) | |
self.gox.buy(next_buy, buy_amount) | |
self.debug("new sell order %f at %f" % ( | |
self.gox.base2float(sell_amount), | |
self.gox.quote2float(next_sell) | |
)) | |
self.gox.sell(next_sell, sell_amount) | |
# write some account information to a separate log file | |
datetime = time.strftime("%Y-%m-%d %H:%M", time.localtime()) | |
write_log('"%s", %f, %f, %s' % ( | |
datetime, | |
self.gox.quote2float(center), | |
self.gox.quote2float(self.gox.wallet[self.gox.curr_quote]) + FIAT_COLD, | |
self.gox.base2float(self.gox.wallet[self.gox.curr_base]) + COIN_COLD | |
)) | |
def slot_trade(self, gox, (date, price, volume, typ, own)): | |
"""a trade message has been receivd""" | |
# not interested in other people's trades | |
if not own: | |
return | |
# not interested in manually entered (not bot) trades | |
if not is_own(price): | |
return | |
text = {"bid": "sold", "ask": "bought"}[typ] | |
self.debug("*** %s %f at %f" % ( | |
text, | |
gox.base2float(volume), | |
gox.quote2float(price) | |
)) | |
self.check_trades() | |
def slot_owns_changed(self, orderbook, _dummy): | |
"""status or amount of own open orders has changed""" | |
self.check_trades() | |
def check_trades(self): | |
"""find out if we need to place new orders and do it if neccesary""" | |
# bot temporarily disabled | |
if self.temp_halt: | |
return | |
# right after initial connection we have no | |
# wallet yet, we cannot trade anyways without that, | |
# must wait until private/info is received. | |
if self.gox.wallet == {}: | |
return | |
# still waiting for submitted orders, | |
# can wait for next signal | |
if self.gox.count_submitted: | |
return | |
# we count the open and pending orders | |
count = 0 | |
count_pending = 0 | |
book = self.gox.orderbook | |
for order in book.owns: | |
if is_own(order.price): | |
if order.status == "open": | |
count += 1 | |
else: | |
count_pending += 1 | |
# as long as there are ANY pending orders around we | |
# just do nothing and wait for the next signal | |
if count_pending: | |
return | |
# if count is exacty 1 then one of the orders must have been filled, | |
# now we cancel the other one and place two fresh orders in the | |
# distance of DISTANCE around center price. | |
if count == 1: | |
self.cancel_orders() | |
self.place_orders() | |
def get_next_buy_price(self, center, step_factor): | |
"""get the next buy price. If there is a forced price level | |
then it will return that, otherwise return center - step""" | |
price = self.get_forced_price(center, False) | |
if not price: | |
price = mark_own(int(round(center / step_factor))) | |
return price | |
def get_next_sell_price(self, center, step_factor): | |
"""get the next sell price. If there is a forced price level | |
then it will return that, otherwise return center + step""" | |
price = self.get_forced_price(center, True) | |
if not price: | |
price = mark_own(int(round(center * step_factor))) | |
return price | |
def get_forced_price(self, center, need_ask): | |
"""get externally forced price level for order""" | |
prices = [] | |
found = glob.glob("_balancer_force_*") | |
if len(found): | |
for name in found: | |
try: | |
price = self.gox.quote2int(float(name.split("_")[3])) | |
prices.append(price) | |
except: #pylint: disable=W0702 | |
pass | |
prices.sort() | |
if need_ask: | |
for price in prices: | |
if price > center * 1.005: | |
return mark_own(price) | |
else: | |
for price in reversed(prices): | |
if price < center * 0.995: | |
return mark_own(price) | |
return None |
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