#!/usr/bin/env python # -*- coding: utf-8; py-indent-offset:4 -*- ############################################################################### # # Copyright (C) 2015-2020 Daniel Rodriguez # # This program is free software: you can redistribute it and/or modify # it under the terms of the GNU General Public License as published by # the Free Software Foundation, either version 3 of the License, or # (at your option) any later version. # # This program is distributed in the hope that it will be useful, # but WITHOUT ANY WARRANTY; without even the implied warranty of # MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the # GNU General Public License for more details. # # You should have received a copy of the GNU General Public License # along with this program. If not, see . # ############################################################################### from __future__ import (absolute_import, division, print_function, unicode_literals) import argparse import datetime import backtrader as bt class St(bt.Strategy): params = dict( ma=bt.ind.SMA, p1=5, p2=15, limit=0.005, limdays=3, limdays2=1000, hold=10, usetarget=False, # use order_target_size switchp1p2=False, # switch prices of order1 and order2 oco1oco2=False, # False - use order1 as oco for order3, else order2 do_oco=True, # use oco or not ) def notify_order(self, order): print('{}: Order ref: {} / Type {} / Status {}'.format( self.data.datetime.date(0), order.ref, 'Buy' * order.isbuy() or 'Sell', order.getstatusname())) if order.status == order.Completed: self.holdstart = len(self) if not order.alive() and order.ref in self.orefs: self.orefs.remove(order.ref) def __init__(self): ma1, ma2 = self.p.ma(period=self.p.p1), self.p.ma(period=self.p.p2) self.cross = bt.ind.CrossOver(ma1, ma2) self.orefs = list() if self.p.usetarget: print('-' * 5, 'Using order_target_size') self._dobuy = self.order_target_size self._doclose = self.order_target_size else: self._dobuy = self.buy self._doclose = self.close def next(self): if self.orefs: return # pending orders do nothing if not self.position: if self.cross > 0.0: # crossing up p1 = self.data.close[0] * (1.0 - self.p.limit) p2 = self.data.close[0] * (1.0 - 2 * 2 * self.p.limit) p3 = self.data.close[0] * (1.0 - 3 * 3 * self.p.limit) valid1 = datetime.timedelta(self.p.limdays) valid2 = valid3 = datetime.timedelta(self.p.limdays2) if self.p.switchp1p2: p1, p2 = p2, p1 valid1, valid2 = valid2, valid1 print('valid1 is:', valid1) kargs = dict(exectype=bt.Order.Limit) kargs[('target' * self.p.usetarget) or 'size'] = 1 o1 = self._dobuy(price=p1, valid=valid1, **kargs) print('{}: Oref {} / Buy at {}'.format( self.datetime.date(), o1.ref, p1)) oco2 = o1 if self.p.do_oco else None o2 = self._dobuy(price=p2, valid=valid2, oco=oco2, **kargs) print('{}: Oref {} / Buy at {}'.format( self.datetime.date(), o2.ref, p2)) if self.p.do_oco: oco3 = o1 if not self.p.oco1oco2 else oco2 else: oco3 = None o3 = self._dobuy(price=p3, valid=valid3, oco=oco3, **kargs) print('{}: Oref {} / Buy at {}'.format( self.datetime.date(), o3.ref, p3)) self.orefs = [o1.ref, o2.ref, o3.ref] else: # in the market if (len(self) - self.holdstart) >= self.p.hold: self._doclose() def runstrat(args=None): args = parse_args(args) cerebro = bt.Cerebro() # Data feed kwargs kwargs = dict() # Parse from/to-date dtfmt, tmfmt = '%Y-%m-%d', 'T%H:%M:%S' for a, d in ((getattr(args, x), x) for x in ['fromdate', 'todate']): if a: strpfmt = dtfmt + tmfmt * ('T' in a) kwargs[d] = datetime.datetime.strptime(a, strpfmt) # Data feed data0 = bt.feeds.BacktraderCSVData(dataname=args.data0, **kwargs) cerebro.adddata(data0) # Broker cerebro.broker = bt.brokers.BackBroker(**eval('dict(' + args.broker + ')')) # Sizer cerebro.addsizer(bt.sizers.FixedSize, **eval('dict(' + args.sizer + ')')) # Strategy cerebro.addstrategy(St, **eval('dict(' + args.strat + ')')) # Execute cerebro.run(**eval('dict(' + args.cerebro + ')')) if args.plot: # Plot if requested to cerebro.plot(**eval('dict(' + args.plot + ')')) def parse_args(pargs=None): parser = argparse.ArgumentParser( formatter_class=argparse.ArgumentDefaultsHelpFormatter, description=( 'Sample Skeleton' ) ) parser.add_argument('--data0', default='../../datas/2005-2006-day-001.txt', required=False, help='Data to read in') # Defaults for dates parser.add_argument('--fromdate', required=False, default='', help='Date[time] in YYYY-MM-DD[THH:MM:SS] format') parser.add_argument('--todate', required=False, default='', help='Date[time] in YYYY-MM-DD[THH:MM:SS] format') parser.add_argument('--cerebro', required=False, default='', metavar='kwargs', help='kwargs in key=value format') parser.add_argument('--broker', required=False, default='', metavar='kwargs', help='kwargs in key=value format') parser.add_argument('--sizer', required=False, default='', metavar='kwargs', help='kwargs in key=value format') parser.add_argument('--strat', required=False, default='', metavar='kwargs', help='kwargs in key=value format') parser.add_argument('--plot', required=False, default='', nargs='?', const='{}', metavar='kwargs', help='kwargs in key=value format') return parser.parse_args(pargs) if __name__ == '__main__': runstrat()