Mariner Backtesting - TA-LIB Stochastic

STOCH

 

 slowk, slowd = STOCH(high, low, close, fastk_period=5, slowk_period=3, slowk_matype=0, slowd_period=3, slowd_matype=0)

Plot

Stochastic

Working Example

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

class WE_STOCH(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
        high = daily_bars.high
        low = daily_bars.low
        slowk, slowd = talib.STOCH(high, low, close, fastk_period=5, slowk_period=3, slowk_matype=0, slowd_period=3, slowd_matype=0)

        # 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['high'] = high
        dict['low'] = low
        dict['close'] = close
        dict['slowk'] = slowk
        dict['slowd'] = slowd
        symbol = 'STOCH: ' + self.symbol
        print ktgfunc.talib_table(symbol, 2, dict)

Console

MSFT:  2017-02-09 09:30:00.000000
STOCH: MSFT
Input Output
date high low close slowk slowd
2016-09-16 57.24 56.37 56.87 nan nan
2016-09-19 57.36 56.47 56.55 nan nan
2016-09-20 56.97 56.37 56.43 nan nan
2016-09-21 57.46 56.70 57.37 nan nan
2016-09-22 57.61 57.24 57.43 nan nan
2016-09-23 57.52 56.99 57.04 nan nan
2016-09-26 56.76 56.45 56.52 nan nan
2016-09-27 57.67 56.30 57.56 nan nan
2016-09-28 57.67 57.28 57.64 67.28 56.92
2016-09-29 57.78 56.83 57.01 79.40 66.50
2016-09-30 57.38 56.96 57.21 69.33 72.00
2016-10-03 57.16 56.68 57.03 53.29 67.34
2016-10-04 57.21 56.59 56.86 44.68 55.76
2016-10-05 57.57 56.88 57.25 42.72 46.90
2016-10-06 57.47 56.90 57.35 52.08 46.49
2016-10-07 57.59 57.03 57.41 71.96 55.59
2016-10-10 58.00 57.48 57.65 78.44 67.49
2016-10-11 57.63 56.51 56.81 59.18 69.86
2016-10-12 56.89 56.02 56.73 43.67 60.43
2016-10-13 56.92 55.94 56.54 28.28 43.71
2016-10-14 57.35 56.74 57.03 39.36 37.10
2016-10-17 57.07 56.49 56.84 45.16 37.60
2016-10-18 57.56 57.02 57.27 62.95 49.16
2016-10-19 57.45 57.01 57.14 70.04 59.38
2016-10-20 57.13 56.28 56.87 67.66 66.88
2016-10-21 60.04 59.09 59.26 66.54 68.08
2016-10-24 60.59 59.53 60.59 75.02 69.74
2016-10-25 60.96 60.39 60.58 90.36 77.31
2016-10-26 60.79 60.06 60.22 92.07 85.82
2016-10-27 60.42 59.69 59.70 69.62 84.02
2016-10-28 60.11 59.18 59.47 44.37 68.69
2016-10-31 60.01 59.52 59.52 22.61 45.53
2016-11-01 59.62 58.85 59.40 21.13 29.37
2016-11-02 59.53 58.90 59.03 19.53 21.09
2016-11-03 59.24 58.71 58.81 15.56 18.74
2016-11-04 58.88 58.13 58.32 9.49 14.86
2016-11-07 60.11 59.38 60.01 37.36 20.81
2016-11-08 60.37 59.75 60.06 63.76 36.87
2016-11-09 60.18 58.80 59.77 84.76 61.96
2016-11-10 60.08 57.24 58.31 64.42 70.98
2016-11-11 58.72 57.62 58.62 50.36 66.51
2016-11-14 58.68 56.90 57.73 34.03 49.60
2016-11-15 59.49 58.31 58.87 42.73 42.37
2016-11-16 59.66 54.27 59.65 58.86 45.21
2016-11-17 60.95 59.97 60.64 82.65 61.41
2016-11-18 61.14 60.30 60.35 92.13 77.88
2016-11-21 60.97 60.42 60.86 93.26 89.35
2016-11-22 61.26 60.81 61.12 94.14 93.18
2016-11-23 61.10 60.25 60.40 75.84 87.75
2016-11-25 60.53 60.13 60.53 55.66 75.21
2016-11-28 61.02 60.21 60.61 37.16 56.22
2016-11-29 61.41 60.52 61.09 50.96 47.93
2016-11-30 61.18 60.22 60.26 42.54 43.55
2016-12-01 60.15 58.94 59.20 31.95 41.82
2016-12-02 59.47 58.80 59.25 12.70 29.07
2016-12-05 60.58 59.56 60.22 27.45 24.04
2016-12-06 60.46 59.80 59.95 39.99 26.71
2016-12-07 61.38 59.80 61.37 67.45 44.96
2016-12-08 61.58 60.84 61.01 75.81 61.08
2016-12-09 61.99 61.12 61.97 92.76 78.67
2016-12-12 62.30 61.72 62.17 91.16 86.58
2016-12-13 63.42 62.24 62.98 93.94 92.62
2016-12-14 63.45 62.53 62.68 84.38 89.83
2016-12-15 63.15 62.30 62.58 73.64 83.99
2016-12-16 62.95 62.12 62.30 55.53 71.19
2016-12-19 63.77 62.42 63.62 62.35 63.84
2016-12-20 63.80 63.03 63.54 69.68 62.52
2016-12-21 63.70 63.12 63.54 86.69 72.91
2016-12-22 64.10 63.40 63.55 80.48 78.95
2016-12-23 63.54 62.80 63.24 68.56 78.58
2016-12-27 64.07 63.21 63.28 52.67 67.24
2016-12-28 63.40 62.83 62.99 33.45 51.56
2016-12-29 63.20 62.73 62.90 21.32 35.81
2016-12-30 62.99 62.03 62.14 10.81 21.86
2017-01-03 62.84 62.12 62.58 14.92 15.68
2017-01-04 62.75 62.12 62.30 17.35 14.36
2017-01-05 62.66 62.03 62.30 23.25 18.51
2017-01-06 63.15 62.04 62.84 38.37 26.32
2017-01-09 63.08 62.54 62.64 49.95 37.19
2017-01-10 63.07 62.28 62.62 59.82 49.38
2017-01-11 63.23 62.43 63.19 67.94 59.24
2017-01-12 63.40 61.95 62.61 64.95 64.24
2017-01-13 62.87 62.35 62.70 64.64 65.84
2017-01-17 62.70 62.03 62.53 45.75 58.45
2017-01-18 62.70 62.12 62.50 43.22 51.20
2017-01-19 62.98 62.19 62.30 34.02 41.00
2017-01-20 62.82 62.37 62.74 45.60 40.95
2017-01-23 63.12 62.57 62.96 61.51 47.04
2017-01-24 63.74 62.94 63.52 82.36 63.15
2017-01-25 64.10 63.45 63.68 83.43 75.76
2017-01-26 64.54 63.55 64.27 84.13 83.31
2017-01-27 65.91 64.89 65.78 87.27 84.94
2017-01-30 65.79 64.80 65.13 85.87 85.76
2017-01-31 65.15 64.26 64.65 72.88 82.01
2017-02-01 64.62 63.47 63.58 42.34 67.03
2017-02-02 63.41 62.75 63.17 22.19 45.80
2017-02-03 63.70 63.07 63.68 16.13 26.89
2017-02-06 63.65 63.14 63.64 26.99 21.77
2017-02-07 63.78 63.23 63.43 34.68 25.93
2017-02-08 63.81 63.22 63.34 43.04 34.90