#!/usr/bin/python # -*- coding: utf8 -*- # cp936 # # The MIT License (MIT) # # Copyright (c) 2017 fasiondog # # Permission is hereby granted, free of charge, to any person obtaining a copy # of this software and associated documentation files (the "Software"), to deal # in the Software without restriction, including without limitation the rights # to use, copy, modify, merge, publish, distribute, sublicense, and/or sell # copies of the Software, and to permit persons to whom the Software is # furnished to do so, subject to the following conditions: # # The above copyright notice and this permission notice shall be included in all # copies or substantial portions of the Software. # # THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR # IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY, # FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE # AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER # LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, # OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE # SOFTWARE. # =============================================================================== # 作者：fasiondog # 历史：1）20170923, Added by fasiondog # =============================================================================== from .indicator import Indicator, IndicatorImp try: import talib import talib.abstract as ta import numpy as np def tawrap_init(self, tafunc, name, params, result_num=1, prices=None): super(self.__class__, self).__init__(name, result_num) for k, v in params.items(): self.set_param(k, v) self._tafunc = tafunc self._prices = prices self._params = params self._result_num = result_num def tawrap_calculate(self, ind): result_num = self.get_result_num() if result_num < 1: print("error: result_num must be >= 1!") return if not self._prices: if self.name == "TA_OBV": if ind.get_result_num() < 2: print("error: result_num must be >= 2!") return inputs = {'close': ind.get_result(0).to_np(), 'volume': ind.get_result(1).to_np()} elif self.name in ("TA_BETA", "TA_CORREL"): if ind.get_result_num() < 2: print("error: result_num must be >= 2!") return inputs = {'high': ind.get_result(0).to_np(), 'low': ind.get_result(1).to_np()} else: inputs = {'close': ind.to_np()} else: if ind.name != 'KDATA': print("error: ind must KDATA") return inputs = { 'open': ind.get_result(0).to_np(), 'high': ind.get_result(1).to_np(), 'low': ind.get_result(2).to_np(), 'close': ind.get_result(3).to_np(), 'volume': ind.get_result(5).to_np() } params = self.get_parameter() param_names = params.get_name_list() func_params = {} for name in param_names: if name != "kdata": func_params[name] = self.get_param(name) self._tafunc.set_parameters(func_params) outputs = self._tafunc(inputs, prices=self._prices) if self._prices else self._tafunc(inputs) if result_num == 1: for i, val in enumerate(outputs): if not np.isnan(val): self._set(float(val), i) self.set_discard(self._tafunc.lookback) else: for i, out in enumerate(outputs): for j, val in enumerate(out): if not np.isnan(val): self._set(float(val), j, i) self.set_discard(self._tafunc.lookback) def check_all_true(self): return True def tawrap_support_ind_param(self): return False def tawrap_clone(self): return crtTaIndicatorImp( self._tafunc, self.name, self._params, self._result_num, self._prices, check=self.check ) def crtTaIndicatorImp(tafunc, name, params={}, result_num=1, prices=None, check=check_all_true): meta_x = type( name, (IndicatorImp, ), { '__init__': tawrap_init, 'check': check, '_clone': tawrap_clone, '_calculate': tawrap_calculate, 'support_ind_param': tawrap_support_ind_param, } ) return meta_x(tafunc, name, params, result_num, prices) def TA_AD(ind=None): imp = crtTaIndicatorImp(ta.AD, 'TA_AD', prices=['high', 'low', 'close', 'volume']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_AD.__doc__ = talib.AD.__doc__ def TA_ADOSC(ind=None, fastperiod=3, slowperiod=10): imp = crtTaIndicatorImp( ta.ADOSC, 'TA_ADOSC', params={ 'fastperiod': fastperiod, 'slowperiod': slowperiod }, prices=['high', 'low', 'close', 'volume'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ADOSC.__doc__ = talib.ADOSC.__doc__ def TA_ADX(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.ADX, 'TA_ADX', params={'timeperiod': timeperiod}, prices=['high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ADX.__doc__ = talib.ADX.__doc__ def TA_ADXR(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.ADXR, 'TA_ADXR', params={'timeperiod': timeperiod}, prices=['high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ADXR.__doc__ = talib.ADXR.__doc__ def TA_APO(ind=None, fastperiod=12, slowperiod=26, matype=talib.MA_Type.SMA): imp = crtTaIndicatorImp( ta.APO, 'TA_APO', params={ 'fastperiod': fastperiod, 'slowperiod': slowperiod, 'matype': matype } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_APO.__doc__ = talib.APO.__doc__ def TA_AROON(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.AROON, 'TA_AROON', result_num=2, params={'timeperiod': timeperiod}, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_AROON.__doc__ = talib.AROON.__doc__ def TA_AROONOSC(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.AROONOSC, 'TA_AROONOSC', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_AROONOSC.__doc__ = talib.AROONOSC.__doc__ def TA_ATR(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.ATR, 'TA_ATR', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ATR.__doc__ = talib.ATR.__doc__ def TA_AVGPRICE(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.AVGPRICE, 'TA_AVGPRICE', result_num=1, # params={'timeperiod': timeperiod}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_AVGPRICE.__doc__ = talib.AVGPRICE.__doc__ def TA_BBANDS(ind=None, timeperiod=14, nbdevup=2, nbdevdn=2, matype=talib.MA_Type.SMA): imp = crtTaIndicatorImp( ta.BBANDS, 'TA_BBANDS', result_num=3, params={ 'timeperiod': timeperiod, 'nbdevup': nbdevup, 'nbdevdn': nbdevdn, 'matype': matype } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_BBANDS.__doc__ = talib.BBANDS.__doc__ def TA_BOP(ind=None): imp = crtTaIndicatorImp(ta.BOP, 'TA_BOP', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_BOP.__doc__ = talib.BOP.__doc__ def TA_CCI(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.CCI, 'TA_CCI', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CCI.__doc__ = talib.CCI.__doc__ def TA_CMO(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.CMO, 'TA_CMO', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CMO.__doc__ = talib.CMO.__doc__ def TA_DEMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.DEMA, 'TA_DEMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_DEMA.__doc__ = talib.DEMA.__doc__ def TA_DX(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.DX, 'TA_DX', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_DX.__doc__ = talib.DX.__doc__ def TA_EMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.EMA, 'TA_EMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_EMA.__doc__ = talib.EMA.__doc__ def TA_HT_DCPERIOD(ind=None): imp = crtTaIndicatorImp(ta.HT_DCPERIOD, 'TA_HT_DCPERIOD', result_num=1) return Indicator(imp)(ind) if ind else Indicator(imp) TA_HT_DCPERIOD.__doc__ = talib.HT_DCPERIOD.__doc__ def TA_HT_DCPHASE(ind=None): imp = crtTaIndicatorImp(ta.HT_DCPHASE, 'TA_HT_DCPHASE', result_num=1) return Indicator(imp)(ind) if ind else Indicator(imp) TA_HT_DCPHASE.__doc__ = talib.HT_DCPHASE.__doc__ def TA_HT_PHASOR(ind=None): imp = crtTaIndicatorImp(ta.HT_PHASOR, 'TA_HT_PHASOR', result_num=2) return Indicator(imp)(ind) if ind else Indicator(imp) TA_HT_PHASOR.__doc__ = talib.HT_PHASOR.__doc__ def TA_HT_SINE(ind=None): imp = crtTaIndicatorImp(ta.HT_SINE, 'TA_HT_SINE', result_num=2) return Indicator(imp)(ind) if ind else Indicator(imp) TA_HT_SINE.__doc__ = talib.HT_SINE.__doc__ def TA_HT_TRENDLINE(ind=None): imp = crtTaIndicatorImp(ta.HT_TRENDLINE, 'TA_HT_TRENDLINE', result_num=1) return Indicator(imp)(ind) if ind else Indicator(imp) TA_HT_TRENDLINE.__doc__ = talib.HT_TRENDLINE.__doc__ def TA_HT_TRENDMODE(ind=None): imp = crtTaIndicatorImp(ta.HT_TRENDMODE, 'TA_HT_TRENDMODE', result_num=1) return Indicator(imp)(ind) if ind else Indicator(imp) TA_HT_TRENDMODE.__doc__ = talib.HT_TRENDMODE.__doc__ def TA_KAMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.KAMA, 'TA_KAMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_KAMA.__doc__ = talib.KAMA.__doc__ def TA_LINEARREG(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.LINEARREG, 'TA_LINEARREG', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_LINEARREG.__doc__ = talib.LINEARREG.__doc__ def TA_LINEARREG_ANGLE(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.LINEARREG_ANGLE, 'TA_LINEARREG_ANGLE', result_num=1, params={'timeperiod': timeperiod} ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_LINEARREG_ANGLE.__doc__ = talib.LINEARREG_ANGLE.__doc__ def TA_LINEARREG_INTERCEPT(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.LINEARREG_INTERCEPT, 'TA_LINEARREG_INTERCEPT', result_num=1, params={'timeperiod': timeperiod} ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_LINEARREG_INTERCEPT.__doc__ = talib.LINEARREG_INTERCEPT.__doc__ def TA_LINEARREG_SLOPE(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.LINEARREG_SLOPE, 'TA_LINEARREG_SLOPE', result_num=1, params={'timeperiod': timeperiod} ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_LINEARREG_SLOPE.__doc__ = talib.LINEARREG_SLOPE.__doc__ def TA_MA(ind=None, timeperiod=30, matype=talib.MA_Type.SMA): imp = crtTaIndicatorImp(ta.MA, 'TA_MA', result_num=1, params={'timeperiod': timeperiod, 'matype': matype}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MA.__doc__ = talib.MA.__doc__ def TA_MACD(ind=None, fastperiod=12, slowperiod=26, signalperiod=9): imp = crtTaIndicatorImp( ta.MACD, 'TA_MACD', result_num=3, params={ 'fastperiod': fastperiod, 'slowperiod': slowperiod, 'signalperiod': signalperiod } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MACD.__doc__ = talib.MACD.__doc__ def TA_MACDEXT( ind=None, fastperiod=12, fastmatype=talib.MA_Type.SMA, slowperiod=26, slowmatype=talib.MA_Type.SMA, signalperiod=9, signalmatype=talib.MA_Type.SMA ): imp = crtTaIndicatorImp( ta.MACDEXT, 'TA_MACDEXT', result_num=3, params={ 'fastperiod': fastperiod, 'fastmatype': fastmatype, 'slowperiod': slowperiod, 'slowmatype': slowmatype, 'signalperiod': signalperiod, 'signalmatype': signalmatype } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MACDEXT.__doc__ = talib.MACDEXT.__doc__ def TA_MACDFIX(ind=None, signalperiod=9): imp = crtTaIndicatorImp(ta.MACDFIX, 'TA_MACDFIX', result_num=3, params={'signalperiod': signalperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MACDFIX.__doc__ = talib.MACDFIX.__doc__ def TA_MAMA(ind=None, fastlimit=0.5, slowlimit=0.05): imp = crtTaIndicatorImp( ta.MAMA, 'TA_MAMA', result_num=2, params={ 'fastlimit': fastlimit, 'slowlimit': slowlimit } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MAMA.__doc__ = talib.MAMA.__doc__ def TA_MAX(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.MAX, 'TA_MAX', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MAX.__doc__ = talib.MAX.__doc__ def TA_MAXINDEX(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.MAXINDEX, 'TA_MAXINDEX', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MAXINDEX.__doc__ = talib.MAXINDEX.__doc__ def TA_MEDPRICE(ind=None): imp = crtTaIndicatorImp(ta.MEDPRICE, 'TA_MEDPRICE', result_num=1, prices=['high', 'low']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MEDPRICE.__doc__ = talib.MEDPRICE.__doc__ def TA_MIDPOINT(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.MIDPOINT, 'TA_MIDPOINT', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MIDPOINT.__doc__ = talib.MIDPRICE.__doc__ def TA_MIDPRICE(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.MIDPRICE, 'TA_MIDPRICE', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MIDPRICE.__doc__ = talib.MIDPRICE.__doc__ def TA_MIN(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.MIN, 'TA_MIN', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MIN.__doc__ = talib.MIN.__doc__ def TA_MININDEX(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.MININDEX, 'TA_MININDEX', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MININDEX.__doc__ = talib.MININDEX.__doc__ def TA_MINMAX(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.MINMAX, 'TA_MINMAX', result_num=2, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MINMAX.__doc__ = talib.MINMAX.__doc__ def TA_MINMAXINDEX(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.MINMAXINDEX, 'TA_MINMAXINDEX', result_num=2, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MINMAXINDEX.__doc__ = talib.MINMAXINDEX.__doc__ def TA_MINUS_DI(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.MINUS_DI, 'TA_MINUS_DI', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MINUS_DI.__doc__ = talib.MINUS_DI.__doc__ def TA_MINUS_DM(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.MINUS_DM, 'TA_MINUS_DM', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MINUS_DM.__doc__ = talib.MINUS_DM.__doc__ def TA_MOM(ind=None, timeperiod=10): imp = crtTaIndicatorImp(ta.MOM, 'TA_MOM', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_MOM.__doc__ = talib.MOM.__doc__ def TA_NATR(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.NATR, 'TA_NATR', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_NATR.__doc__ = talib.NATR.__doc__ def TA_PLUS_DI(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.PLUS_DI, 'TA_PLUS_DI', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_PLUS_DI.__doc__ = talib.PLUS_DI.__doc__ def TA_PLUS_DM(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.PLUS_DM, 'TA_PLUS_DM', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_PLUS_DM.__doc__ = talib.PLUS_DM.__doc__ def TA_PPO(ind=None, fastperiod=12, slowperiod=26, matype=talib.MA_Type.SMA): imp = crtTaIndicatorImp( ta.PPO, 'TA_PPO', result_num=1, params={ 'fastperiod': fastperiod, 'slowperiod': slowperiod, 'matype': matype } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_PPO.__doc__ = talib.PPO.__doc__ def TA_ROC(ind=None, timeperiod=10): imp = crtTaIndicatorImp(ta.ROC, 'TA_ROC', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ROC.__doc__ = talib.ROC.__doc__ def TA_ROCP(ind=None, timeperiod=10): imp = crtTaIndicatorImp(ta.ROCP, 'TA_ROCP', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ROCP.__doc__ = talib.ROCP.__doc__ def TA_ROCR(ind=None, timeperiod=10): imp = crtTaIndicatorImp(ta.ROCR, 'TA_ROCR', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ROCR.__doc__ = talib.ROCR.__doc__ def TA_ROCR100(ind=None, timeperiod=10): imp = crtTaIndicatorImp(ta.ROCR100, 'TA_ROCR100', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ROCR100.__doc__ = talib.ROCR100.__doc__ def TA_RSI(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.RSI, 'TA_RSI', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_RSI.__doc__ = talib.RSI.__doc__ def TA_SAR(ind=None, acceleration=0.02, maximum=0.2): imp = crtTaIndicatorImp( ta.SAR, 'TA_SAR', result_num=1, params={ 'acceleration': acceleration, 'maximum': maximum }, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_SAR.__doc__ = talib.SAR.__doc__ def TA_SAREXT( ind=None, startvalue=0, offsetonreverse=0, accelerationinitlong=0.02, accelerationlong=0.02, accelerationmaxlong=0.02, accelerationinitshort=0.02, accelerationshort=0.02, accelerationmaxshort=0.02 ): imp = crtTaIndicatorImp( ta.SAREXT, 'TA_SAREXT', result_num=1, params={ 'startvalue': startvalue, 'offsetonreverse': offsetonreverse, 'accelerationinitlong': accelerationinitlong, 'accelerationlong': accelerationlong, 'accelerationmaxlong': accelerationmaxlong, 'accelerationinitshort': accelerationinitshort, 'accelerationshort': accelerationshort, 'accelerationmaxshort': accelerationmaxshort }, prices=['high', 'low'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_SAREXT.__doc__ = talib.SAREXT.__doc__ def TA_SMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.SMA, 'TA_SMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_SMA.__doc__ = talib.SMA.__doc__ def TA_STDDEV(ind=None, timeperiod=5, nbdev=1): imp = crtTaIndicatorImp(ta.STDDEV, 'TA_STDDEV', result_num=1, params={'timeperiod': timeperiod, 'nbdev': nbdev}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_STDDEV.__doc__ = talib.STDDEV.__doc__ def TA_STOCH( ind=None, fastk_period=5, slowk_period=3, slowk_matype=talib.MA_Type.SMA, slowd_period=3, slowd_matype=talib.MA_Type.SMA ): imp = crtTaIndicatorImp( ta.STOCH, 'TA_STOCH', result_num=2, params={ 'fastk_period': fastk_period, 'slowk_period': slowk_period, 'slowk_matype': slowk_matype, 'slowd_period': slowd_period, 'slowd_matype': slowd_matype }, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_STOCH.__doc__ = talib.STOCH.__doc__ def TA_STOCHF(ind=None, fastk_period=5, fastd_period=3, fastd_matype=talib.MA_Type.SMA): imp = crtTaIndicatorImp( ta.STOCHF, 'TA_STOCHF', result_num=2, params={ 'fastk_period': fastk_period, 'fastd_period': fastd_period, 'fastd_matype': fastd_matype }, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_STOCHF.__doc__ = talib.STOCHF.__doc__ def TA_STOCHRSI(ind=None, timeperiod=14, fastk_period=5, fastd_period=3, fastd_matype=talib.MA_Type.SMA): imp = crtTaIndicatorImp( ta.STOCHRSI, 'TA_STOCHRSI', result_num=2, params={ 'timeperiod': timeperiod, 'fastk_period': fastk_period, 'fastd_period': fastd_period, 'fastd_matype': fastd_matype } ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_STOCHRSI.__doc__ = talib.STOCHRSI.__doc__ def TA_SUM(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.SUM, 'TA_SUM', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_SUM.__doc__ = talib.SUM.__doc__ def TA_T3(ind=None, timeperiod=5, vfactor=0.7): imp = crtTaIndicatorImp(ta.T3, 'TA_T3', result_num=1, params={'timeperiod': timeperiod, 'vfactor': vfactor}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_T3.__doc__ = talib.T3.__doc__ def TA_TEMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.TEMA, 'TA_TEMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_TEMA.__doc__ = talib.TEMA.__doc__ def TA_TRANGE(ind=None): imp = crtTaIndicatorImp(ta.TRANGE, 'TA_TRANGE', result_num=1, prices=['high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_TRANGE.__doc__ = talib.TRANGE.__doc__ def TA_TRIMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.TRIMA, 'TA_TRIMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_TRIMA.__doc__ = talib.TRIMA.__doc__ def TA_TRIX(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.TRIX, 'TA_TRIX', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_TRIX.__doc__ = talib.TRIX.__doc__ def TA_TSF(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.TSF, 'TA_TSF', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_TSF.__doc__ = talib.TSF.__doc__ def TA_TYPPRICE(ind=None, timeperiod=14): imp = crtTaIndicatorImp(ta.TYPPRICE, 'TA_TYPPRICE', result_num=1, prices=['high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_TYPPRICE.__doc__ = talib.TYPPRICE.__doc__ def TA_ULTOSC(ind=None, timeperiod1=7, timeperiod2=14, timeperiod3=28): imp = crtTaIndicatorImp( ta.ULTOSC, 'TA_ULTOSC', result_num=1, params={ 'timeperiod1': timeperiod1, 'timeperiod2': timeperiod2, 'timeperiod3': timeperiod3, }, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_ULTOSC.__doc__ = talib.ULTOSC.__doc__ def TA_VAR(ind=None, timeperiod=5, nbdev=1): imp = crtTaIndicatorImp(ta.VAR, 'TA_VAR', result_num=1, params={'timeperiod': timeperiod, 'nbdev': nbdev}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_VAR.__doc__ = talib.VAR.__doc__ def TA_WCLPRICE(ind=None): imp = crtTaIndicatorImp(ta.WCLPRICE, 'TA_WCLPRICE', result_num=1, prices=['high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_WCLPRICE.__doc__ = talib.WCLPRICE.__doc__ def TA_WILLR(ind=None, timeperiod=14): imp = crtTaIndicatorImp( ta.WILLR, 'TA_WILLR', result_num=1, params={'timeperiod': timeperiod}, prices=['high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_WILLR.__doc__ = talib.WILLR.__doc__ def TA_WMA(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.WMA, 'TA_WMA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_WMA.__doc__ = talib.WMA.__doc__ def TA_CDL2CROWS(ind=None): imp = crtTaIndicatorImp(ta.CDL2CROWS, 'TA_CDL2CROWS', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL2CROWS.__doc__ = talib.CDL2CROWS.__doc__ def TA_CDL3BLACKCROWS(ind=None): imp = crtTaIndicatorImp( ta.CDL3BLACKCROWS, 'TA_CDL3BLACKCROWS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL3BLACKCROWS.__doc__ = talib.CDL3BLACKCROWS.__doc__ def TA_CDL3INSIDE(ind=None): imp = crtTaIndicatorImp(ta.CDL3INSIDE, 'TA_CDL3INSIDE', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL3INSIDE.__doc__ = talib.CDL3INSIDE.__doc__ def TA_CDL3LINESTRIKE(ind=None): imp = crtTaIndicatorImp( ta.CDL3LINESTRIKE, 'TA_CDL3LINESTRIKE', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL3LINESTRIKE.__doc__ = talib.CDL3LINESTRIKE.__doc__ def TA_CDL3OUTSIDE(ind=None): imp = crtTaIndicatorImp(ta.CDL3OUTSIDE, 'TA_CDL3OUTSIDE', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL3OUTSIDE.__doc__ = talib.CDL3OUTSIDE.__doc__ def TA_CDL3STARSINSOUTH(ind=None): imp = crtTaIndicatorImp( ta.CDL3STARSINSOUTH, 'TA_CDL3STARSINSOUTH', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL3STARSINSOUTH.__doc__ = talib.CDL3STARSINSOUTH.__doc__ def TA_CDL3WHITESOLDIERS(ind=None): imp = crtTaIndicatorImp( ta.CDL3WHITESOLDIERS, 'TA_CDL3WHITESOLDIERS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDL3WHITESOLDIERS.__doc__ = talib.CDL3WHITESOLDIERS.__doc__ def TA_CDLABANDONEDBABY(ind=None, penetration=0.3): imp = crtTaIndicatorImp( ta.CDLABANDONEDBABY, 'TA_CDLABANDONEDBABY', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLABANDONEDBABY.__doc__ = talib.CDLABANDONEDBABY.__doc__ def TA_CDLADVANCEBLOCK(ind=None): imp = crtTaIndicatorImp( ta.CDLADVANCEBLOCK, 'TA_CDLADVANCEBLOCK', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLADVANCEBLOCK = talib.CDLADVANCEBLOCK.__doc__ def TA_CDLBELTHOLD(ind=None): imp = crtTaIndicatorImp(ta.CDLBELTHOLD, 'TA_CDLBELTHOLD', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLBELTHOLD.__doc__ = talib.CDLBELTHOLD.__doc__ def TA_CDLBREAKAWAY(ind=None): imp = crtTaIndicatorImp( ta.CDLBREAKAWAY, 'TA_CDLBREAKAWAY', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLBREAKAWAY.__doc__ = talib.CDLBREAKAWAY.__doc__ def TA_CDLCLOSINGMARUBOZU(ind=None): imp = crtTaIndicatorImp( ta.CDLCLOSINGMARUBOZU, 'TA_CDLCLOSINGMARUBOZU', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLCLOSINGMARUBOZU.__doc__ = talib.CDLCLOSINGMARUBOZU.__doc__ def TA_CDLCONCEALBABYSWALL(ind=None): imp = crtTaIndicatorImp( ta.CDLCONCEALBABYSWALL, 'TA_CDLCONCEALBABYSWALL', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLCONCEALBABYSWALL.__doc__ = talib.CDLCONCEALBABYSWALL.__doc__ def TA_CDLCOUNTERATTACK(ind=None): imp = crtTaIndicatorImp( ta.CDLCOUNTERATTACK, 'TA_CDLCOUNTERATTACK', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLCOUNTERATTACK.__doc__ = talib.CDLCOUNTERATTACK.__doc__ def TA_CDLDARKCLOUDCOVER(ind=None, penetration=0.5): imp = crtTaIndicatorImp( ta.CDLDARKCLOUDCOVER, 'TA_CDLDARKCLOUDCOVER', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLDARKCLOUDCOVER.__doc__ = talib.CDLDARKCLOUDCOVER.__doc__ def TA_CDLDOJI(ind=None): imp = crtTaIndicatorImp(ta.CDLDOJI, 'TA_CDLDOJI', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLDOJI.__doc__ = talib.CDLDOJI.__doc__ def TA_CDLDOJISTAR(ind=None): imp = crtTaIndicatorImp(ta.CDLDOJISTAR, 'TA_CDLDOJISTAR', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLDOJISTAR.__doc__ = talib.CDLDOJISTAR.__doc__ def TA_CDLDRAGONFLYDOJI(ind=None): imp = crtTaIndicatorImp( ta.CDLDRAGONFLYDOJI, 'TA_CDLDRAGONFLYDOJI', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLDRAGONFLYDOJI.__doc__ = talib.CDLDRAGONFLYDOJI.__doc__ def TA_CDLENGULFING(ind=None): imp = crtTaIndicatorImp( ta.CDLENGULFING, 'TA_CDLENGULFING', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLENGULFING.__doc__ = talib.CDLENGULFING.__doc__ def TA_CDLEVENINGDOJISTAR(ind=None, penetration=0.3): imp = crtTaIndicatorImp( ta.CDLEVENINGDOJISTAR, 'TA_CDLEVENINGDOJISTAR', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLEVENINGDOJISTAR.__doc__ = talib.CDLEVENINGDOJISTAR.__doc__ def TA_CDLEVENINGSTAR(ind=None, penetration=0.3): imp = crtTaIndicatorImp( ta.CDLEVENINGSTAR, 'TA_CDLEVENINGSTAR', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLEVENINGSTAR.__doc__ = talib.CDLEVENINGSTAR.__doc__ def TA_CDLGAPSIDESIDEWHITE(ind=None): imp = crtTaIndicatorImp( ta.CDLGAPSIDESIDEWHITE, 'TA_CDLGAPSIDESIDEWHITE', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLGAPSIDESIDEWHITE.__doc__ = talib.CDLGAPSIDESIDEWHITE.__doc__ def TA_CDLGRAVESTONEDOJI(ind=None): imp = crtTaIndicatorImp( ta.CDLGRAVESTONEDOJI, 'TA_CDLGRAVESTONEDOJI', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLGRAVESTONEDOJI.__doc__ = talib.CDLGRAVESTONEDOJI.__doc__ def TA_CDLHAMMER(ind=None): imp = crtTaIndicatorImp(ta.CDLHAMMER, 'TA_CDLHAMMER', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHAMMER.__doc__ = talib.CDLHAMMER.__doc__ def TA_CDLHANGINGMAN(ind=None): imp = crtTaIndicatorImp( ta.CDLHANGINGMAN, 'TA_CDLHANGINGMAN', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHANGINGMAN.__doc__ = talib.CDLHANGINGMAN.__doc__ def TA_CDLHARAMI(ind=None): imp = crtTaIndicatorImp( ta.CDLHARAMI, 'TA_CDLHARAMI', result_num=1, # params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHARAMI.__doc__ = talib.CDLHARAMI.__doc__ def TA_CDLHARAMICROSS(ind=None): imp = crtTaIndicatorImp( ta.CDLHARAMICROSS, 'TA_CDLHARAMICROSS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHARAMICROSS.__doc__ = talib.CDLHARAMICROSS.__doc__ def TA_CDLHIGHWAVE(ind=None): imp = crtTaIndicatorImp(ta.CDLHIGHWAVE, 'TA_CDLHIGHWAVE', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHIGHWAVE.__doc__ = talib.CDLHIGHWAVE.__doc__ def TA_CDLHIKKAKE(ind=None): imp = crtTaIndicatorImp(ta.CDLHIKKAKE, 'TA_CDLHIKKAKE', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHIKKAKE.__doc__ = talib.CDLHIKKAKE.__doc__ def TA_CDLHIKKAKEMOD(ind=None): imp = crtTaIndicatorImp( ta.CDLHIKKAKEMOD, 'TA_CDLHIKKAKEMOD', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHIKKAKEMOD.__doc__ = talib.CDLHIKKAKEMOD.__doc__ def TA_CDLHOMINGPIGEON(ind=None): imp = crtTaIndicatorImp( ta.CDLHOMINGPIGEON, 'TA_CDLHOMINGPIGEON', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLHOMINGPIGEON.__doc__ = talib.CDLHOMINGPIGEON.__doc__ def TA_CDLIDENTICAL3CROWS(ind=None): imp = crtTaIndicatorImp( ta.CDLIDENTICAL3CROWS, 'TA_CDLIDENTICAL3CROWS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLIDENTICAL3CROWS.__doc__ = talib.CDLIDENTICAL3CROWS.__doc__ def TA_CDLINNECK(ind=None): imp = crtTaIndicatorImp(ta.CDLINNECK, 'TA_CDLINNECK', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLINNECK.__doc__ = talib.CDLINNECK.__doc__ def TA_CDLINVERTEDHAMMER(ind=None): imp = crtTaIndicatorImp( ta.CDLINVERTEDHAMMER, 'TA_CDLINVERTEDHAMMER', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLINVERTEDHAMMER.__doc__ = talib.CDLINVERTEDHAMMER.__doc__ def TA_CDLKICKING(ind=None): imp = crtTaIndicatorImp(ta.CDLKICKING, 'TA_CDLKICKING', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLKICKING.__doc__ = talib.CDLKICKING.__doc__ def TA_CDLKICKINGBYLENGTH(ind=None): imp = crtTaIndicatorImp( ta.CDLKICKINGBYLENGTH, 'TA_CDLKICKINGBYLENGTH', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLKICKINGBYLENGTH.__doc__ = talib.CDLKICKINGBYLENGTH.__doc__ def TA_CDLLADDERBOTTOM(ind=None): imp = crtTaIndicatorImp( ta.CDLLADDERBOTTOM, 'TA_CDLLADDERBOTTOM', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLLADDERBOTTOM.__doc__ = talib.CDLLADDERBOTTOM.__doc__ def TA_CDLLONGLEGGEDDOJI(ind=None): imp = crtTaIndicatorImp( ta.CDLLONGLEGGEDDOJI, 'TA_CDLLONGLEGGEDDOJI', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLLONGLEGGEDDOJI.__doc__ = talib.CDLLONGLEGGEDDOJI.__doc__ def TA_CDLLONGLINE(ind=None): imp = crtTaIndicatorImp(ta.CDLLONGLINE, 'TA_CDLLONGLINE', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLLONGLINE.__doc__ = talib.CDLLONGLINE.__doc__ def TA_CDLMARUBOZU(ind=None): imp = crtTaIndicatorImp(ta.CDLMARUBOZU, 'TA_CDLMARUBOZU', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLMARUBOZU.__doc__ = talib.CDLMARUBOZU.__doc__ def TA_CDLMATCHINGLOW(ind=None): imp = crtTaIndicatorImp( ta.CDLMATCHINGLOW, 'TA_CDLMATCHINGLOW', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLMATCHINGLOW.__doc__ = talib.CDLMATCHINGLOW.__doc__ def TA_CDLMATHOLD(ind=None, penetration=0.5): imp = crtTaIndicatorImp( ta.CDLMATHOLD, 'TA_CDLMATHOLD', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLMATHOLD.__doc__ = talib.CDLMATHOLD.__doc__ def TA_CDLMORNINGDOJISTAR(ind=None, penetration=0.3): imp = crtTaIndicatorImp( ta.CDLMORNINGDOJISTAR, 'TA_CDLMORNINGDOJISTAR', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLMORNINGDOJISTAR.__doc__ = talib.CDLMORNINGDOJISTAR.__doc__ def TA_CDLMORNINGSTAR(ind=None, penetration=0.3): imp = crtTaIndicatorImp( ta.CDLMORNINGSTAR, 'TA_CDLMORNINGSTAR', result_num=1, params={'penetration': penetration}, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLMORNINGSTAR.__doc__ = talib.CDLMORNINGSTAR.__doc__ def TA_CDLONNECK(ind=None): imp = crtTaIndicatorImp(ta.CDLONNECK, 'TA_CDLONNECK', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLONNECK.__doc__ = talib.CDLONNECK.__doc__ def TA_CDLPIERCING(ind=None): imp = crtTaIndicatorImp(ta.CDLPIERCING, 'TA_CDLPIERCING', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLPIERCING.__doc__ = talib.CDLPIERCING.__doc__ def TA_CDLRICKSHAWMAN(ind=None): imp = crtTaIndicatorImp( ta.CDLRICKSHAWMAN, 'TA_CDLRICKSHAWMAN', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLRICKSHAWMAN.__doc__ = talib.CDLRICKSHAWMAN.__doc__ def TA_CDLRISEFALL3METHODS(ind=None): imp = crtTaIndicatorImp( ta.CDLRISEFALL3METHODS, 'TA_CDLRISEFALL3METHODS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLRISEFALL3METHODS.__doc__ = talib.CDLRISEFALL3METHODS.__doc__ def TA_CDLSEPARATINGLINES(ind=None): imp = crtTaIndicatorImp( ta.CDLSEPARATINGLINES, 'TA_CDLSEPARATINGLINES', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLSEPARATINGLINES.__doc__ = talib.CDLSEPARATINGLINES.__doc__ def TA_CDLSHOOTINGSTAR(ind=None): imp = crtTaIndicatorImp( ta.CDLSHOOTINGSTAR, 'TA_CDLSHOOTINGSTAR', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLSHOOTINGSTAR.__doc__ = talib.CDLSHOOTINGSTAR.__doc__ def TA_CDLSHORTLINE(ind=None): imp = crtTaIndicatorImp( ta.CDLSHORTLINE, 'TA_CDLSHORTLINE', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLSHORTLINE.__doc__ = talib.CDLSHORTLINE.__doc__ def TA_CDLSPINNINGTOP(ind=None): imp = crtTaIndicatorImp( ta.CDLSPINNINGTOP, 'TA_CDLSPINNINGTOP', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLSPINNINGTOP.__doc__ = talib.CDLSPINNINGTOP.__doc__ def TA_CDLSTALLEDPATTERN(ind=None): imp = crtTaIndicatorImp( ta.CDLSTALLEDPATTERN, 'TA_CDLSTALLEDPATTERN', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLSTALLEDPATTERN.__doc__ = talib.CDLSTALLEDPATTERN.__doc__ def TA_CDLSTICKSANDWICH(ind=None): imp = crtTaIndicatorImp( ta.CDLSTICKSANDWICH, 'TA_CDLSTICKSANDWICH', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLSTICKSANDWICH.__doc__ = talib.CDLSTICKSANDWICH.__doc__ def TA_CDLTAKURI(ind=None): imp = crtTaIndicatorImp(ta.CDLTAKURI, 'TA_CDLTAKURI', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLTAKURI.__doc__ = talib.CDLTAKURI.__doc__ def TA_CDLTASUKIGAP(ind=None): imp = crtTaIndicatorImp( ta.CDLTASUKIGAP, 'TA_CDLTASUKIGAP', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLTASUKIGAP.__doc__ = talib.CDLTASUKIGAP.__doc__ def TA_CDLTHRUSTING(ind=None): imp = crtTaIndicatorImp( ta.CDLTHRUSTING, 'TA_CDLTHRUSTING', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLTHRUSTING.__doc__ = talib.CDLTHRUSTING.__doc__ def TA_CDLTRISTAR(ind=None): imp = crtTaIndicatorImp(ta.CDLTRISTAR, 'TA_CDLTRISTAR', result_num=1, prices=['open', 'high', 'low', 'close']) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLTRISTAR.__doc__ = talib.CDLTRISTAR.__doc__ def TA_CDLUNIQUE3RIVER(ind=None): imp = crtTaIndicatorImp( ta.CDLUNIQUE3RIVER, 'TA_CDLUNIQUE3RIVER', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLUNIQUE3RIVER.__doc__ = talib.CDLUNIQUE3RIVER.__doc__ def TA_CDLUPSIDEGAP2CROWS(ind=None): imp = crtTaIndicatorImp( ta.CDLUPSIDEGAP2CROWS, 'TA_CDLUPSIDEGAP2CROWS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLUPSIDEGAP2CROWS.__doc__ = talib.CDLUPSIDEGAP2CROWS.__doc__ def TA_CDLXSIDEGAP3METHODS(ind=None): imp = crtTaIndicatorImp( ta.CDLXSIDEGAP3METHODS, 'TA_CDLXSIDEGAP3METHODS', result_num=1, prices=['open', 'high', 'low', 'close'] ) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CDLXSIDEGAP3METHODS.__doc__ = talib.CDLXSIDEGAP3METHODS.__doc__ def TA_BETA(ind=None, timeperiod=5): imp = crtTaIndicatorImp(ta.BETA, 'TA_BETA', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_BETA.__doc__ = talib.BETA.__doc__ def TA_CORREL(ind=None, timeperiod=30): imp = crtTaIndicatorImp(ta.CORREL, 'TA_CORREL', result_num=1, params={'timeperiod': timeperiod}) return Indicator(imp)(ind) if ind else Indicator(imp) TA_CORREL.__doc__ = talib.CORREL.__doc__ def TA_OBV(ind=None): imp = crtTaIndicatorImp(ta.OBV, 'TA_OBV', result_num=1) return Indicator(imp)(ind) if ind else Indicator(imp) TA_OBV.__doc__ = talib.OBV.__doc__ except: pass # 非必须的，talib，不再打印告警，以免误解提问 # print( # "warning: can't import TA-Lib, will be ignored! You can fetch ta-lib " # "from https://www.lfd.uci.edu/~gohlke/pythonlibs/#ta-lib" # )