Q-j ddlmZddlmZmZddlmZmZddlm Z ddl m Z ddl m Z mZmZmZmZmZ dded ed ed ed ed ededededededefdZy))isnan) DataFrameSeries)DictLikeInt)ma)hlc3) signed_seriesv_driftv_mamodev_offset v_pos_defaultv_seriesNhighlowclosevolumefastslowsignalmamodedriftoffsetkwargsreturnc  \t|d}t|d}t|d}t|||z} t|| }t|| }t|| }t|| }||||yt|d}t |}t | } |t t|||dz} | j| jdf} t|| |t|| |z }|"tt|jryt||j|jdf|}|"tt|jry| dk7r"|j| }|j| }d | vr,|j| d d |j| d d d |d |d |}d ||_d||_dx|_|_|j ||j |i}t%||j&}d ||_|j"|_|S)arKlinger Volume Oscillator This indicator, by Stephen J. Klinger., attempts to predict price reversals. Sources: * [daytrading](https://www.daytrading.com/klinger-volume-oscillator) * [investopedia](https://www.investopedia.com/terms/k/klingeroscillator.asp) Parameters: high (Series): ```high``` Series low (Series): ```low``` Series close (Series): ```close``` Series volume (Series): ```volume``` Series fast (int): Fast MA period. Default: ```34``` slow (int): Slow MA period. Default: ```55``` signal (int): Signal period. Default: ```13``` mamode (str): See ```help(ta.ma)```. Default: ```"ema"``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (DataFrame): 2 columns "7 Nema)lengthrfillnaT)inplace_KVOKVOsr)index)rmaxrr r r r r locfirst_valid_indexrallrto_numpyshiftr#namecategoryrr()rrrrrrrrrrr_length signed_volumesvkvo kvo_signal_propsdatadfs b/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/volume/kvo.pyr4r4s5B r "D r "D 62 &F$o&G D' "D 3 C UG $E fg &F |s{emv~ fe $F ENE f F]4c5+A2FFM   =::<=> @B VR %62d(C CC {c% /0FCGGC$9$9$;$<$=?OJSz':':'{ii%%f- 6 6(#T 2&*D9avQvh 'FVH~CHVHoJO)11CL:& HHc:??J 7D 4u{{ +BF8nBG,,BK I)NNNNNN)numpyrpandasrrpandas_ta._typingrr pandas_ta.marpandas_ta.overlapr pandas_ta.utilsr r r r rrstrr4r:r9rCs$+"7;%) R RR&,R6<R RR03R R #R  R#+ R  Rr: