^iCddlZddlZddlmZmZmZddlmZddlm Z m Z ddl m Z m Z mZmZmZmZmZmZmZmZmZmZmZmZmZmZddlmZddlm Z Gdde Z!dS) N)datetime timedeltatimezone) DataFrame)OptionalUnion) IStrategyTradeOrder PairLocks informativeBooleanParameterCategoricalParameterDecimalParameter IntParameter RealParametertimeframe_to_minutestimeframe_to_next_datetimeframe_to_prev_datemerge_informative_pairstoploss_from_absolutestoploss_from_open)qtpylibcneZdZUdZdZdZeed<ddddZd Z dZ d Z d Z d Z dZdZed d ddd d Zed dddd d Zeddddd d Zed d ddd d ZdZeed<dddddZdddZiddiddd idd!id"d#dd$iid%d&Zd'Zd(ed)ed*efd+Zd(ed)ed*efd,Zd(ed)ed*efd-Zd.S)/SampleStrategyaq This is a sample strategy to inspire you. More information in https://www.freqtrade.io/en/latest/strategy-customization/ You can: :return: a Dataframe with all mandatory indicators for the strategies - Rename the class name (Do not forget to update class_name) - Add any methods you want to build your strategy - Add any lib you need to build your strategy You must keep: - the lib in the section "Do not remove these libs" - the methods: populate_indicators, populate_entry_trend, populate_exit_trend You should keep: - timeframe, minimal_roi, stoploss, trailing_* F can_shortg{Gz?g{Gz?g{Gz?)60300g5mT2buy)lowhighdefaultspaceoptimizeloaddFsell3exitstartup_candle_countlimitmarket)entryr0stoplossstoploss_on_exchangeGTC)r5r0colorwhite)temasarblueorange)macd macdsignalrsired)MACDRSI) main_plotsubplotscgS)a Define additional, informative pair/interval combinations to be cached from the exchange. These pair/interval combinations are non-tradeable, unless they are part of the whitelist as well. For more information, please consult the documentation :return: List of tuples in the format (pair, interval) Sample: return [("ETH/USDT", "5m"), ("BTC/USDT", "15m"), ] )selfs Y/var/www/html/cicciotrading.cuttalo.com/freqtrade/user_data/strategies/sample_strategy.pyinformative_pairsz SampleStrategy.informative_pairss  dataframemetadatareturnctj||d<tj||d<tj|}|d|d<|d|d<tj|}|d|d<|d|d<|d|d<tj||d<t jt j|d d }|d |d <|d|d<|d|d<|d|d z |d|d z z |d<|d|d z |dz |d<tj ||d<tj |d|d<tj |}|d|d<|d|d< |S)a: Adds several different TA indicators to the given DataFrame Performance Note: For the best performance be frugal on the number of indicators you are using. Let uncomment only the indicator you are using in your strategies or your hyperopt configuration, otherwise you will waste your memory and CPU usage. :param dataframe: Dataframe with data from the exchange :param metadata: Additional information, like the currently traded pair :return: a Dataframe with all mandatory indicators for the strategies adxrAfastdfastkr?r@macdhistmfi)windowstdslower bb_lowerbandmid bb_middlebandupper bb_upperbandclose bb_percentbb_widthr< ) timeperiodr;sinehtsineleadsine htleadsine) taADXrDSTOCHFrCMFIrbollinger_bands typical_priceSARTEMAHT_SINE)rIrMrN stoch_fastr? bollingerhilberts rJpopulate_indicatorsz"SampleStrategy.populate_indicatorss 6),, %N6),, %Yy)) '0 ''0 'wy!! L &"&|"4 , $Z 0 *6),, %+G,A),L,LUW^_``` $-g$6 .!%.u%5 /"$-g$6 .!#,W#5 .8Q#Q n % .(A A# ,"+>!:Y~=V!VZc [ ! *J6),, %GI!<<< & *Y''%fo (")*"5 ,t rLcd|jtj|d|jj|d|dkz|d|ddkz|ddkzdf<d|jtj|d|jj|d|dkz|d|ddkz|ddkzdf<|S) a Based on TA indicators, populates the entry signal for the given dataframe :param dataframe: DataFrame :param metadata: Additional information, like the currently traded pair :return: DataFrame with entry columns populated r"rAr;r]volumer enter_long enter_short)locr crossed_abovebuy_rsivalueshift short_rsirIrMrNs rJpopulate_entry_trendz#SampleStrategy.populate_entry_trendns   &y'79KLLV$ /(BBDV$y'8'>'>q'A'AACX&*,   (   &y'79MNNV$y'AACV$y'8'>'>q'A'AACX&*,   rLcd|jtj|d|jj|d|dkz|d|ddkz|ddkzdf<d|jtj|d|jj|d|dkz|d|ddkz|ddkzdf<|S) a Based on TA indicators, populates the exit signal for the given dataframe :param dataframe: DataFrame :param metadata: Additional information, like the currently traded pair :return: DataFrame with exit columns populated r"rAr;r]rwr exit_long exit_short)rzrr{sell_rsir}r~exit_short_rsirs rJpopulate_exit_trendz"SampleStrategy.populate_exit_trends!   &y'79LMMV$y'AACV$y'8'>'>q'A'AACX&*,   ,   &y'79L9RSS6"i&@@BV$y'8'>'>q'A'AA C X&* ,   rLN) __name__ __module__ __qualname____doc__INTERFACE_VERSIONrbool__annotations__ minimal_roir6 trailing_stop timeframeprocess_only_new_candlesuse_exit_signalexit_profit_onlyignore_roi_if_entry_signalrr|rrrr2int order_typesorder_time_in_force plot_configrKrdictrurrrHrLrJrr(s(&It   KHM I $O!&lqr2UTX\]]]G|bQU\`aaaH #rRV]abbbI!\ B&4dN !$#### % K%*599W%  !&)&1 '   K   ZYZ$Z9ZZZZxi4I>Y$9rLr)"numpynppandaspdrrrrtypingrrfreqtrade.strategyr r r r r rrrrrrrrrrrtalib.abstractabstractri technicalrrrHrLrJrs 2222222222""""""""0DDDDDYDDDDDrL