Q-j ddlmZddlmZddlmZmZddlmZddl m Z m Z m Z m Z mZ ddeded ed ed ed ed efdZdeded efdZy))nan)Series)DictLikeInt)Imports)v_driftv_offset v_pos_defaultv_seriesv_talibNcloselengthtalibdriftoffsetkwargsreturnc t|d}t||dz}|yt|}t|}t |}|j }d|dzz }t dr|rddlm} d| ||z} n t|||} | jjt} td |j } t||D]Z} || j | z|j | z| j | dz d|| j | zz zz| j | <\| j#dt$id |dk7r| j'|} d |vr| j)|d d d|| _d| _| S)auVariable Index Dynamic Average This indicator, by Tushar Chande, is similar to an EMA but it has a dynamically adjusted lookback period dependent based on CMO. Sources: * [perfecttrendsystem](https://www.perfecttrendsystem.com/blog_mt4_2/en/vidya-indicator-for-mt4) * [tradingview](https://www.tradingview.com/script/hdrf0fXV-Variable-Index-Dynamic-Average-VIDYA/) Parameters: close (Series): ```close``` Series length (int): The period. Default: ```14``` talib (bool): If installed, use TA Lib. Default: ```True``` drift (int): Difference amount. Default: ```1``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (Series): 1 column Note: Sometimes used as a moving average or a trend identifier. Nrr)CMOg{Gz?g)indexT)inplacefillnaVIDYA_overlap)r r r rr sizerrr_cmoabsastypefloatrrrangeilocreplacershiftrnamecategory)r rrrrrmode_talmalpharcmo_abs_cmovidyais e/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/overlap/vidya.pyr.r.s{>62 &F UFQJ 'E }u~H ENE f F  A ! EwHc%((E65)hhj&G 3ekk *E 61  Q/%**Q-? JJq1u UW\\!_% 1  MM1c(DM){ F#6 VH%t 4&"EJEN LxcR|j|}|jjd}|jjdj}|j |j }|j |j }||z ||zz S)aChande Momentum Oscillator Patch Unguarded CMO Patch Parameters: x (Series): ```x``` Series length (int): The period. drift (int): Difference amount. Returns: (Series): 1 column Info: Weird Circular TypeError!? For some reason: from pandas_ta.momentum import cmo causes pandas_ta.momentum.coppock to not be able to import it's _wma_ like from pandas_ta.overlap import wma? r)lower)upper)diffcopyclipr rollingsum)r2rrmompositivenegativepos_sumneg_sums r0rrYs$ &&-CxxzQ'HxxzQ'++-Hv&**,Gv&**,G g 'G"3 44r1)NNNN)numpyrpandasrpandas_ta._typingrrpandas_ta.mapsrpandas_ta.utilsrr r r r boolr.rr1r0rGs+""&%)F FF F"F F#+F FR5F5C55r1