Mariner Backtesting - TA-LIB Moving Average Convergence/Divergence

MACD

 

 macd, macdsignal, macdhist = MACD(close, fastperiod=12, slowperiod=26, signalperiod=9)

Plot

Moving Average Convergence/Divergence

Working Example

from cloudquant.interfaces import Strategy
from collections import OrderedDict
import ktgfunc
import talib

class WE_MACD(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
        macd, macdsignal, macdhist = talib.MACD(close, fastperiod=12, slowperiod=26, signalperiod=9)

        # 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['macd'] = macd
        dict['macdsignal'] = macdsignal
        dict['macdhist'] = macdhist
        symbol = 'MACD: ' + self.symbol
        print ktgfunc.talib_table(symbol, 3, dict)

Console

MSFT:  2017-02-09 09:30:00.000000
MACD: MSFT
Input Output
date close macd macdsignal macdhist
2016-09-16 56.87 nan nan nan
2016-09-19 56.55 nan nan nan
2016-09-20 56.43 nan nan nan
2016-09-21 57.37 nan nan nan
2016-09-22 57.43 nan nan nan
2016-09-23 57.04 nan nan nan
2016-09-26 56.52 nan nan nan
2016-09-27 57.56 nan nan nan
2016-09-28 57.64 nan nan nan
2016-09-29 57.01 nan nan nan
2016-09-30 57.21 nan nan nan
2016-10-03 57.03 nan nan nan
2016-10-04 56.86 nan nan nan
2016-10-05 57.25 nan nan nan
2016-10-06 57.35 nan nan nan
2016-10-07 57.41 nan nan nan
2016-10-10 57.65 nan nan nan
2016-10-11 56.81 nan nan nan
2016-10-12 56.73 nan nan nan
2016-10-13 56.54 nan nan nan
2016-10-14 57.03 nan nan nan
2016-10-17 56.84 nan nan nan
2016-10-18 57.27 nan nan nan
2016-10-19 57.14 nan nan nan
2016-10-20 56.87 nan nan nan
2016-10-21 59.26 nan nan nan
2016-10-24 60.59 nan nan nan
2016-10-25 60.58 nan nan nan
2016-10-26 60.22 nan nan nan
2016-10-27 59.70 nan nan nan
2016-10-28 59.47 nan nan nan
2016-10-31 59.52 nan nan nan
2016-11-01 59.40 nan nan nan
2016-11-02 59.03 0.67 0.59 0.08
2016-11-03 58.81 0.60 0.59 0.01
2016-11-04 58.32 0.51 0.57 -0.07
2016-11-07 60.01 0.56 0.57 -0.01
2016-11-08 60.06 0.60 0.58 0.02
2016-11-09 59.77 0.60 0.58 0.02
2016-11-10 58.31 0.48 0.56 -0.08
2016-11-11 58.62 0.40 0.53 -0.13
2016-11-14 57.73 0.27 0.48 -0.21
2016-11-15 58.87 0.25 0.43 -0.18
2016-11-16 59.65 0.29 0.40 -0.11
2016-11-17 60.64 0.40 0.40 0.00
2016-11-18 60.35 0.46 0.42 0.05
2016-11-21 60.86 0.54 0.44 0.10
2016-11-22 61.12 0.62 0.48 0.15
2016-11-23 60.40 0.62 0.51 0.11
2016-11-25 60.53 0.62 0.53 0.09
2016-11-28 60.61 0.62 0.55 0.07
2016-11-29 61.09 0.65 0.57 0.08
2016-11-30 60.26 0.60 0.58 0.03
2016-12-01 59.20 0.47 0.56 -0.08
2016-12-02 59.25 0.37 0.52 -0.15
2016-12-05 60.22 0.36 0.49 -0.12
2016-12-06 59.95 0.33 0.46 -0.13
2016-12-07 61.37 0.42 0.45 -0.03
2016-12-08 61.01 0.45 0.45 0.00
2016-12-09 61.97 0.55 0.47 0.08
2016-12-12 62.17 0.63 0.50 0.13
2016-12-13 62.98 0.76 0.55 0.20
2016-12-14 62.68 0.82 0.61 0.22
2016-12-15 62.58 0.86 0.66 0.20
2016-12-16 62.30 0.85 0.69 0.16
2016-12-19 63.62 0.94 0.74 0.20
2016-12-20 63.54 0.99 0.79 0.20
2016-12-21 63.54 1.03 0.84 0.19
2016-12-22 63.55 1.04 0.88 0.16
2016-12-23 63.24 1.01 0.91 0.11
2016-12-27 63.28 0.99 0.92 0.06
2016-12-28 62.99 0.93 0.92 0.00
2016-12-29 62.90 0.87 0.91 -0.05
2016-12-30 62.14 0.75 0.88 -0.13
2017-01-03 62.58 0.68 0.84 -0.16
2017-01-04 62.30 0.60 0.79 -0.19
2017-01-05 62.30 0.53 0.74 -0.21
2017-01-06 62.84 0.51 0.69 -0.18
2017-01-09 62.64 0.47 0.65 -0.18
2017-01-10 62.62 0.43 0.60 -0.17
2017-01-11 63.19 0.45 0.57 -0.13
2017-01-12 62.61 0.41 0.54 -0.13
2017-01-13 62.70 0.38 0.51 -0.13
2017-01-17 62.53 0.33 0.47 -0.14
2017-01-18 62.50 0.30 0.44 -0.14
2017-01-19 62.30 0.25 0.40 -0.15
2017-01-20 62.74 0.24 0.37 -0.13
2017-01-23 62.96 0.25 0.34 -0.09
2017-01-24 63.52 0.30 0.34 -0.04
2017-01-25 63.68 0.35 0.34 0.01
2017-01-26 64.27 0.43 0.36 0.07
2017-01-27 65.78 0.61 0.41 0.20
2017-01-30 65.13 0.69 0.46 0.23
2017-01-31 64.65 0.71 0.51 0.19
2017-02-01 63.58 0.63 0.53 0.09
2017-02-02 63.17 0.52 0.53 -0.01
2017-02-03 63.68 0.48 0.52 -0.04
2017-02-06 63.64 0.43 0.50 -0.07
2017-02-07 63.43 0.38 0.48 -0.10
2017-02-08 63.34 0.32 0.45 -0.13