5i ~dZddlZddlZddlmZGddeZGddeZGdd eZ d d Z d d Z d d Z y)zi .. module:: others :synopsis: Others Indicators. .. moduleauthor:: Dario Lopez Padial (Bukosabino) N)IndicatorMixinc\eZdZdZd dej defdZdZdej fdZ y) DailyReturnIndicatorzDaily Return (DR) Args: close(pandas.Series): dataset 'Close' column. fillna(bool): if True, fill nan values. closefillnac@||_||_|jyN_close_fillna_runselfrrs G/var/www/app/trading-bot/venv/lib/python3.12/site-packages/ta/others.py__init__zDailyReturnIndicator.__init__   c|j|jjdz dz |_|xjdzc_y)Nd)r shift_drrs rr zDailyReturnIndicator._runs3KK$++"3"3A"66!; Crreturncj|j|jd}tj|dS)z^Daily Return (DR) Returns: pandas.Series: New feature generated. rvalued_retname _check_fillnarpdSeriesr dr_seriess r daily_returnz!DailyReturnIndicator.daily_returns. &&txxq&9 yy11rNF) __name__ __module__ __qualname____doc__r#r$boolrr r'rrrrs3bii 2bii2rrc\eZdZdZd dej defdZdZdej fdZ y) DailyLogReturnIndicatorzDaily Log Return (DLR) https://stackoverflow.com/questions/31287552/logarithmic-returns-in-pandas-dataframe Args: close(pandas.Series): dataset 'Close' column. fillna(bool): if True, fill nan values. rrc@||_||_|jyr r rs rrz DailyLogReturnIndicator.__init__3rrctjtj|jj |_|xj dzc_y)Nr)r#r$nplogr diffrrs rr zDailyLogReturnIndicator._run8s599RVVDKK01668 Crrcj|j|jd}tj|dS)zcDaily Log Return (DLR) Returns: pandas.Series: New feature generated. rrd_logretrr!r%s rdaily_log_returnz(DailyLogReturnIndicator.daily_log_return<s. &&txxq&9 yy44rNr() r)r*r+r,r#r$r-rr r8r.rrr0r0)s3bii 5"))5rr0c\eZdZdZd dej defdZdZdej fdZ y) CumulativeReturnIndicatorzCumulative Return (CR) Args: close(pandas.Series): dataset 'Close' column. fillna(bool): if True, fill nan values. rrc@||_||_|jyr r rs rrz"CumulativeReturnIndicator.__init__Nrrc|j|jjdz dz |_|xjdzc_y)Nrrr)r iloc_crrs rr zCumulativeReturnIndicator._runSs3KK$++"2"21"55: Crrcj|j|jd}tj|dS)zcCumulative Return (CR) Returns: pandas.Series: New feature generated. rcum_retr)r"r>r#r$)rrAs rcumulative_returnz+CumulativeReturnIndicator.cumulative_returnWs. $$TXXR$8yyy11rNr() r)r*r+r,r#r$r-rr rBr.rrr:r:Fs3bii 22992rr:c8t||jS)zDaily Return (DR) Args: close(pandas.Series): dataset 'Close' column. fillna(bool): if True, fill nan values. Returns: pandas.Series: New feature generated. rr)rr'rDs rr'r'as eF ; H H JJrc8t||jS)a"Daily Log Return (DLR) https://stackoverflow.com/questions/31287552/logarithmic-returns-in-pandas-dataframe Args: close(pandas.Series): dataset 'Close' column. fillna(bool): if True, fill nan values. Returns: pandas.Series: New feature generated. rD)r0r8rDs rr8r8ns #v > O O QQrc8t||jS)zCumulative Return (CR) Args: close(pandas.Series): dataset 'Close' column. fillna(bool): if True, fill nan values. Returns: pandas.Series: New feature generated. rD)r:rBrDs rrBrB}s %5 @ R R TTrr() r,numpyr3pandasr#ta.utilsrrr0r:r'r8rBr.rrrJsK#2>265n5:226 K R Ur