from datetime import datetime from decimal import Decimal as D from core.exchanges.convert import side_to_direction from core.trading import checks from core.trading.market import get_base_quote, get_trade_size_in_base class ActiveManagement(object): def __init__(self, strategy): self.strategy = strategy self.policy = strategy.active_management_policy self.trades = [] self.balance = None def get_trades(self): if not self.trades: self.trades = self.strategy.account.client.get_all_open_trades() return self.trades def get_balance(self): if self.balance is None: self.balance = self.strategy.account.client.get_balance() else: return self.balance def handle_violation(self, check_type, action, trade): print("VIOLATION", check_type, action, trade) def check_trading_time(self, trade): open_ts = trade["openTime"] open_ts_as_date = datetime.strptime(open_ts, "%Y-%m-%dT%H:%M:%S.%fZ") trading_time_pass = checks.within_trading_times(self.strategy, open_ts_as_date) if not trading_time_pass: self.handle_violation( "trading_time", self.policy.when_trading_time_violated, trade ) def check_trends(self, trade): direction = side_to_direction(trade["side"]) symbol = trade["symbol"] trends_pass = checks.within_trends(self.strategy, symbol, direction) if not trends_pass: print("VIOLATION", "trends", self.policy.when_trends_violated, trade) self.handle_violation("trends", self.policy.when_trends_violated, trade) def check_position_size(self, trade): balance = self.get_balance() print("BALANCE", balance) direction = side_to_direction(trade["side"]) symbol = trade["symbol"] base, quote = get_base_quote(self.strategy.account.exchange, symbol) expected_trade_size = get_trade_size_in_base( direction, self.strategy.account, self.strategy, balance, base ) print("TRADE SIZE", expected_trade_size) deviation = D(0.05) # 5% actual_trade_size = D(trade["currentUnits"]) # Ensure the trade size not above the expected trade size by more than 5% max_trade_size = expected_trade_size + (deviation * expected_trade_size) within_max_trade_size = actual_trade_size <= max_trade_size if not within_max_trade_size: self.handle_violation( "position_size", self.policy.when_position_size_violated, trade ) def run_checks(self): for trade in self.get_trades(): self.check_trading_time(trade) self.check_trends(trade) self.check_position_size(trade) # Trading Time # Max loss # Trends # Asset Groups # Position Size # Protection # Max open positions # Max open positions per asset # Max risk # Crossfilter