Q-j nddlmZddlmZddlmZmZddlmZm Z m Z defdZ dded ed ed ed ef d Z y))fabs)Series)DictLikeInt)v_offset v_pos_defaultv_seriesseriescVt||jz jS)zMean Absolute Deviation)rmean)r s f/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/statistics/mad.py_madr s! & ' , , ..Ncloselengthoffsetkwargsreturnc lt|d}d|vr|dt|d}n|}t|t||}|yt |}|j ||j td}|dk7r|j|}d|vr|j|dd d ||_ d |_ |S) ayRolling Mean Absolute Deviation Calculates a rolling Mean Absolute Deviation (MAD). Parameters: close (Series): ```close``` Series length (int): The period. Default: ```30``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (Series): 1 column  min_periodsN)rT)rawrfillna)inplaceMAD_ statistics) rintr maxrrollingapplyrshiftrnamecategory)rrrrrmads r r$r$s(62 &F6-#8#D&/0  UC 4 5E } f F --K- 8 > >t > NC{ii6 6(#T 2fXCHCL Jr)NN) numpyrpandasrpandas_ta._typingrrpandas_ta.utilsrrr rr$rr r*sW+==// "&/ // /"*/ /r