Mariner Backtesting - TA-LIB Momentum

MOM

 

 real = MOM(close, timeperiod=10)

Plot

Momentum

Working Example

 
from cloudquant.interfaces import Strategy from collections import OrderedDict import ktgfunc import talib class WE_MOM(Strategy): def on_start(self, md, order, service, account): # symbol and timestamp print(self.symbol + ": " + service.time_to_string(service.system_time)) daily_bars = md.bar.daily(start=-100) close = daily_bars.close real = talib.MOM(close, timeperiod=10) # get the date values dates = service._context.market._storage.market_hours.keys() dateList = [] for date in dates: dateList.append(str(date.strftime('%Y-%m-%d'))) dates = sorted(dateList, reverse=True)[1:101] dates.sort() dict = OrderedDict() dict['date'] = dates dict['close'] = close dict['real'] = real symbol = 'MOM: ' + self.symbol print ktgfunc.talib_table(symbol, 1, dict)

Console

MSFT:  2017-02-09 09:30:00.000000
MOM: MSFT
Input Output
date close real
2016-09-16 56.87 nan
2016-09-19 56.55 nan
2016-09-20 56.43 nan
2016-09-21 57.37 nan
2016-09-22 57.43 nan
2016-09-23 57.04 nan
2016-09-26 56.52 nan
2016-09-27 57.56 nan
2016-09-28 57.64 nan
2016-09-29 57.01 nan
2016-09-30 57.21 0.35
2016-10-03 57.03 0.49
2016-10-04 56.86 0.43
2016-10-05 57.25 -0.12
2016-10-06 57.35 -0.08
2016-10-07 57.41 0.37
2016-10-10 57.65 1.13
2016-10-11 56.81 -0.75
2016-10-12 56.73 -0.91
2016-10-13 56.54 -0.48
2016-10-14 57.03 -0.18
2016-10-17 56.84 -0.20
2016-10-18 57.27 0.42
2016-10-19 57.14 -0.11
2016-10-20 56.87 -0.49
2016-10-21 59.26 1.85
2016-10-24 60.59 2.94
2016-10-25 60.58 3.77
2016-10-26 60.22 3.50
2016-10-27 59.70 3.16
2016-10-28 59.47 2.43
2016-10-31 59.52 2.68
2016-11-01 59.40 2.13
2016-11-02 59.03 1.89
2016-11-03 58.81 1.95
2016-11-04 58.32 -0.94
2016-11-07 60.01 -0.58
2016-11-08 60.06 -0.52
2016-11-09 59.77 -0.46
2016-11-10 58.31 -1.39
2016-11-11 58.62 -0.84
2016-11-14 57.73 -1.79
2016-11-15 58.87 -0.53
2016-11-16 59.65 0.62
2016-11-17 60.64 1.83
2016-11-18 60.35 2.03
2016-11-21 60.86 0.85
2016-11-22 61.12 1.06
2016-11-23 60.40 0.63
2016-11-25 60.53 2.22
2016-11-28 60.61 1.99
2016-11-29 61.09 3.36
2016-11-30 60.26 1.39
2016-12-01 59.20 -0.45
2016-12-02 59.25 -1.39
2016-12-05 60.22 -0.13
2016-12-06 59.95 -0.91
2016-12-07 61.37 0.25
2016-12-08 61.01 0.61
2016-12-09 61.97 1.44
2016-12-12 62.17 1.56
2016-12-13 62.98 1.89
2016-12-14 62.68 2.42
2016-12-15 62.58 3.38
2016-12-16 62.30 3.05
2016-12-19 63.62 3.40
2016-12-20 63.54 3.59
2016-12-21 63.54 2.17
2016-12-22 63.55 2.54
2016-12-23 63.24 1.27
2016-12-27 63.28 1.11
2016-12-28 62.99 0.01
2016-12-29 62.90 0.22
2016-12-30 62.14 -0.44
2017-01-03 62.58 0.28
2017-01-04 62.30 -1.32
2017-01-05 62.30 -1.24
2017-01-06 62.84 -0.70
2017-01-09 62.64 -0.91
2017-01-10 62.62 -0.62
2017-01-11 63.19 -0.09
2017-01-12 62.61 -0.38
2017-01-13 62.70 -0.20
2017-01-17 62.53 0.39
2017-01-18 62.50 -0.08
2017-01-19 62.30 0.00
2017-01-20 62.74 0.44
2017-01-23 62.96 0.12
2017-01-24 63.52 0.88
2017-01-25 63.68 1.06
2017-01-26 64.27 1.08
2017-01-27 65.78 3.17
2017-01-30 65.13 2.43
2017-01-31 64.65 2.12
2017-02-01 63.58 1.08
2017-02-02 63.17 0.87
2017-02-03 63.68 0.94
2017-02-06 63.64 0.68
2017-02-07 63.43 -0.09
2017-02-08 63.34 -0.34