iP SSKJr SSKJrJr SSKJrJr SSKJ r SSK J r J r J r JrJrJr SS\S\S \S \S \S \S \S\S\S\4Sjjrg))isnan) DataFrameSeries)DictLikeInt)atr)v_driftv_mamodev_offset v_pos_defaultv_seriesv_talibNhighlowcloselengthmamodetalibdriftoffsetkwargsreturnc [US5nUS-n [X 5n[X5n[X)5nUbUbUcg[US5n[U5n [ U5n[ U5n[ XUX4U S9n [[U 55(agXS--n XRU5- U - n URU5U- U - nUS:wa"U RU5n URU5nSU;a&U RUSS S 9 URUSS S 9 S U3U l S U3Ul S =U l Ul U RXRU0n[XRS9nSU3Ul S Ul U$)aRandom Walk Index This indicator attempts to identify the difference between a trend and a random walk. Sources: * [technicalindicators](https://www.technicalindicators.net/indicators-technical-analysis/168-rwi-random-walk-index) Parameters: high (Series): ```high``` Series low (Series): ```low``` Series close (Series): ```close``` Series length (int): The period. Default: ```14``` mamode (str): See ```help(ta.ma)```. Default: ```"rma"``` talib (bool): If installed, use TA Lib. Default: ```True``` drift (int): Difference amount. Default: ```1``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (DataFrame): 2 columns Nrma)rrrrrrg?rfillnaT)inplaceRWIh_RWIl_trend)indexRWI_)r r r rr r rallrshiftrnamecategoryrr")rrrrrrrrr_lengthmode_talatr_denomrwi_highrwi_lowdatadfs N/var/www/html/trading/venv/lib/python3.13/site-packages/pandas_ta/trend/rwi.pyrwir1s<62 &FqjG D "D 3 C U $E |s{em fe $Fu~H ENE f F  %H D 5; cM "Eyy((E1Hzz&!C'50G{>>&)--'6x($7vh'6F8$HM6(#GL+22H( MM8\\7 ;D 4{{ +BVHoBGBK I)NNNNN)numpyrpandasrrpandas_ta._typingrrpandas_ta.volatilityrpandas_ta.utilsr r r r r rstrboolr1r2r0r;s$+$;?%)M MM&,M M #M37M M #M6>M Mr2