Q-jXzddlmZddlmZddlmZmZddlmZddl m Z m Z m Z m Z  ddeded ed ed ed ed efdZy))isnan)Series)DictLikeInt)ema)non_zero_rangev_offset v_pos_defaultv_seriesNhighlowfastslowoffsetkwargsreturnc t|d}t|d}||kr||}}dt||zt||z }t||}t||}||yt |}d|vr|j dt ||}td||d|}tt|rytd||d|} tt| ry|| z } | j||j} tt| ry|dk7r| j|} d |vr| j|d d d |d || _d| _| S)apMass Index This indicator attempts to use a High-Low Range to identify trend reversals based on range expansions. Sources: * [stockcharts](https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:mass_index) Parameters: high (Series): ```high``` Series low (Series): ```low``` Series fast (int): Fast period. Default: ```9``` slow (int): Slow period. Default: ```25``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (Series): 1 column Nlength)closer) min_periodsrfillnaT)inplaceMASSI__ volatility)r maxminr r poprrallrrollingsumshiftrnamecategory) r r rrrr_lengthhigh_low_rangehl_ema1hl_ema2hl_ratiomassis h/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/volatility/massi.pyr.r. sl4 q !D r "D d{4d#dD/!CdO3G D' "D 3 C |s{ f F6 8$D#.N>t>v>G 5>777G 5> H   Tt  4 8 8 :E 5<{ F#6 VH%t 4$q'EJ!EN L)NNN)numpyrpandasrpandas_ta._typingrrpandas_ta.overlaprpandas_ta.utilsrr r r r.rr0r/r6sg+!MM >BC CC%(C7:C C"*C Cr0