def __init__(self, barFeed, cash=1000000):
broker_ = BacktestingFuturesBroker(cash, barFeed)
Strategy.__init__(self, barFeed, cash, broker_)
self._position = None
self._started = False
self._db = InstrumentDb.Instance()
self._riskfactor = 0.002
def __init__(self,
sectorMap,
modelType=None,
cash=1000000,
tradeStart=None,
compounding=True,
positionsFile=None,
equityFile=None,
returnsFile=None,
summaryFile=None,
parms=None):
self._runGroups = {}
self._startingCash = cash
self._db = InstrumentDb.Instance()
self._feed = MultiFeed()
self._broker = BacktestingFuturesBroker(
cash, self._feed, commission=FuturesCommission(2.50))
show = True
for sec in sectorMap:
for sym in sectorMap[sec]:
self._feed.register_feed(Feed(self._db.get(sym)))
# if desired can instantiate a strategy per symbol - may actually
# want to think about this as a default behavior. The only thing
# impacted is reporting of sector results
# strategySymbols = { sym }
# rgkey = '%s-%s' % (sec, sym)
strategySymbols = sectorMap[sec]
rgkey = sec
if not modelType:
modelType = 'breakout'
strategy = StrategyFactory.create(modelType,
self._feed,
symbols=strategySymbols,
broker=self._broker,
cash=cash,
compounding=compounding,
parms=parms)
self._runGroups[rgkey] = InstrumentedStrategy(strategy)
if show:
show = False
strategy.showParms()
self._trading = False
self._posfile = self.__openFileorNull(positionsFile)
self._equityfile = self.__openFileorNull(equityFile)
self._returnsfile = self.__openFileorNull(returnsFile)
self._summaryfile = self.__openFileorNull(summaryFile)
self._dd = DrawDown()
self._dd.attached(self)
self._positionAlerts = []
def setUp(self):
manifest = '%s/data/manifest1.csv' % os.path.dirname(__file__)
self._db = InstrumentDb.Instance()
self._db.load(manifest)
self._feed = Feed(self._db.get('AC'))
self._feed.insert(talibfunc.SMA('SMA50', self._feed, 50))
self._feed.insert(talibfunc.SMA('SMA100', self._feed, 100))
self._feed.insert(talibfunc.MAX('MAX50', self._feed, 50))
self._feed.insert(talibfunc.MIN('MIN50', self._feed, 50))
self._feed.insert(talibfunc.ATR('ATR10', self._feed, 10))
def testMarketOrder(self):
self._placed_markorder = False
mf = MultiFeed()
mf.register_feed(Feed(InstrumentDb.Instance().get('AC')))
self._broker = BacktestingFuturesBroker(1000000, mf)
mf.subscribe(self.on_bars_1)
self._broker.getOrderUpdatedEvent().subscribe(self.on_order_update_1)
mf.start()
self.assertEqual(self._broker.getCash(), 1000015.0)
self.assertEqual(self._broker.calc_margin(), 160000.0)
def testShortEntry(self):
self._placed_markorder = False
mf = MultiFeed()
mf.register_feed(Feed(InstrumentDb.Instance().get('CT')))
self._broker = BacktestingFuturesBroker(1000000, mf)
mf.subscribe(self.on_bars_3)
self._broker.getOrderUpdatedEvent().subscribe(self.on_order_update_3)
mf.start()
self.assertAlmostEqual(self._broker.getCash(), 1119750.0, places=2)
self.assertEqual(self._broker.calc_margin(), 800000.0)
def testMarketOrderMarginCall(self):
self._placed_markorder = False
mf = MultiFeed()
mf.register_feed(Feed(InstrumentDb.Instance().get('CT')))
self._broker = BacktestingFuturesBroker(1000000, mf)
mf.subscribe(self.on_bars_2)
self._broker.getOrderUpdatedEvent().subscribe(self.on_order_update_2)
with self.assertRaisesRegexp(Exception, "Margin Call"):
mf.start()
self.assertAlmostEqual(self._broker.getCash(), 214000.0, places=2)
self.assertEqual(self._broker.calc_margin(), 800000.0)
def __init__(self, cash, barFeed, commission=None):
'''
Constructor.
:param number cash: The initial amount of cash.
:param MultiFeed barFeed: The bar feed that will provide the bars.
:param Commission commission: An object responsible for calculating order commissions.
:raises: AssertionError if cash is a negative number
'''
BacktestingBroker.__init__(self, cash, barFeed, commission)
self._last_marktomarket = {}
self._db = InstrumentDb.Instance()
def testBasic(self):
manifest = '%s/data/manifest.csv' % os.path.dirname(__file__)
idb = InstrumentDb.Instance()
idb.load(manifest)
self.assertEqual(idb.get_symbols(),
['AC', 'C', 'CT', 'LB', 'LC', 'LH', 'O', 'RR'])
self.assertEqual(idb.get('CT').point_value(), 50)
self.assertEqual(idb.get('C').currency(), 'USD')
self.assertEqual(idb.get('C').description(), 'Corn')
self.assertEqual(idb.get('LB').exchange(), 'CME')
self.assertEqual(idb.get('LC').initial_margin(), 1350.0)
self.assertEqual(idb.get('LH').maint_margin(), 1050.0)
self.assertEqual(idb.get('O').sector(), 'Agricultural')
def run_hedgeit(self):
manifest = 'data/future.csv'
sectormap = json.load(open('examples/clenow-best40.json'))
feedStart = datetime.datetime(1999,1,1)
tradeStart = datetime.datetime(2000,1,1)
tradeEnd = datetime.datetime(2013,12,31)
InstrumentDb.Instance().load(manifest)
plog = 'positions.csv'
elog = 'equity.csv'
rlog = 'returns.csv'
slog = 'summary.csv'
parms = { 'riskFactor' : 0.004 }
ctrl = Controller(sectormap,
modelType = 'breakout',
cash = 250000,
tradeStart = tradeStart,
compounding = False,
positionsFile = plog,
equityFile = elog,
returnsFile = rlog,
summaryFile = slog,
parms = parms
)
ctrl.run(feedStart, tradeStart, tradeEnd)
ctrl.writeAllTrades('trades.csv')
ctrl.writeTSSBTrades('tssb')
ctrl.writePositionAlerts('alerts.csv')
self._alerts = sorted(ctrl.get_position_alerts(), key=lambda x: x.datetime, reverse=True)
Log.info('There are %d position updates' % (len(self._alerts)))
def __init__(self, barFeed, symbols = None, broker = None, cash = 1000000,\
compounding = True, parms = None):
self._parms = self.defaultParms()
if parms:
self._parms.update(parms)
if broker is None:
broker = BacktestingFuturesBroker(
cash, barFeed, commission=FuturesCommission(2.50))
Strategy.__init__(self, barFeed, cash, broker)
if symbols is None:
self._symbols = barFeed.symbols()
else:
self._symbols = symbols
self._barFeed = barFeed
self._longpositions = {}
self._shortpositions = {}
self._started = {}
for sym in self._symbols:
feed = self._barFeed.get_feed(sym)
self._started[sym] = False
feed.insert(ATR(name='atr', period=self._parms['atrPeriod']))
self._db = InstrumentDb.Instance()
self._riskfactor = self._parms['riskFactor']
self._tradeHigh = {}
self._tradeLow = {}
self.prep_bar_feed()
self._startingCash = cash
self._compounding = compounding
self._stop = self._parms['stop']
self._limit = self._parms['limit']
self._intraday = self._parms['intradayStop']
self._dynamic = self._parms['dynamicStop']
def __init__(self):
self.__posTrackers = {}
self.reset(None)
self._db = InstrumentDb.Instance()
def setUp(self):
manifest = '%s/data/manifest.csv' % os.path.dirname(__file__)
InstrumentDb.Instance().load(manifest)
def setUp(self):
# we are using a special data set that triggers a trade on the last bar
manifest = '%s/data/manifest2.csv' % os.path.dirname(__file__)
self._db = InstrumentDb.Instance()
self._db.load(manifest)
def main(argv=None):
try:
opts, args = getopt.getopt(sys.argv[1:], "hc:p:t:g",
["tssb=", "dump="])
except getopt.GetoptError as err:
# print help information and exit:
print str(err) # will print something like "option -a not recognized"
usage()
sys.exit(2)
cash = 1000000
type_ = 'breakout'
compounding = True
tssb = None
parms = None
dump = None
for o, a in opts:
if o == "-c":
cash = float(a)
Log.info('Setting initial cash position to: %0.2f' % cash)
elif o == "-p":
parms = parseParmString(a)
Log.info('Using model parms: %s' % parms)
elif o == "-t":
type_ = a
Log.info('Using model %s' % type_)
elif o == "-g":
compounding = False
Log.info('Compounding disabled')
elif o == "--tssb":
tssb = a
Log.info('Writing tssb files with base %s' % tssb)
elif o == "--dump":
dump = a
Log.info('Will output data feed to %s.csv' % dump)
else:
usage()
return
if len(args) != 5:
Log.error('Not enough arguments to backtest!')
usage()
sys.exit(1)
manifest = args[0]
sectormap = json.load(open(args[1]))
feedStart = datetime.strptime(args[2], '%Y-%m-%d')
tradeStart = datetime.strptime(args[3], '%Y-%m-%d')
tradeEnd = datetime.strptime(args[4], '%Y-%m-%d')
InstrumentDb.Instance().load(manifest)
plog = 'positions.csv'
elog = 'equity.csv'
rlog = 'returns.csv'
slog = 'summary.csv'
ctrl = Controller(sectormap,
modelType=type_,
cash=cash,
tradeStart=tradeStart,
compounding=compounding,
positionsFile=plog,
equityFile=elog,
returnsFile=rlog,
summaryFile=slog,
parms=parms)
ctrl.run(feedStart, tradeStart, tradeEnd)
if dump:
ctrl.dumpFeed(dump)
tlog = 'trades.csv'
ctrl.writeAllTrades(tlog)
if tssb:
ctrl.writeTSSBTrades(tssb)
alog = 'alerts.csv'
ctrl.writePositionAlerts(alog)
Log.info('Net return : %0.1f%%' % (ctrl.net_return() * 100.0))
Log.info('Max drawdown : -%0.1f%%' %
(ctrl.drawdown().getMaxDrawDown() * 100.0))
def setUp(self):
manifest = '%s/data/manifest.csv' % os.path.dirname(__file__)
self._db = InstrumentDb.Instance()
self._db.load(manifest)
self._feed = Feed(self._db.get('AC'))