Q-j ddlmZddlmZmZmZddlmZmZm Z m Z ddl m Z m Z ddlmZmZmZmZ ddeded e d ed e d ef d Zy)) simplefilter) array_splitmeansum) DataFrameSeriesconcatcut)DictLikeInt) signed_seriesv_bool v_pos_defaultv_seriesNclosevolumewidthsortkwargsreturnc t|d}t||}t||}||yt|d}t|d}|||dkDz}|j|_| ||dkz}|j|_|||dk(z}|j|_t ||||gd} | j dddd | j d} d | d | d | d | } g| _tdt|r| | <| jt| |dddjtttti} | jD cgc]} | jc} | <| jD cgc]} | j c} | <| j#d} | g} n1t%| |}t'fd|D}t)|} | | z| | <d|vr| j+|ddd|| _d| _| Scc} wcc} w)aVolume Profile This indicator attempts to quantify volume across binned price ranges of certain width. Sources: * [ranchodinero](http://www.ranchodinero.com/volume-tpo-essentials/) * [stockcharts](https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:volume_by_price) * [tradingtechnologies](https://www.tradingtechnologies.com/blog/2013/05/15/volume-at-price/) * [tradingview](https://www.tradingview.com/wiki/Volume_Profile) Parameters: close (Series): ```close``` Series volume (Series): ```volume``` Series width (int): Source distrubution count. Default: ```10``` sort (value): Sort ```close``` before splitting into ranges. Default: ```False``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (DataFrame): 5 columns Note: * By default, sorts by date index or chronological. * Value Area is not calculated. Warning: **Volume Profile** not a Time ```Series```. It is a volume distribution snapshot for an arbitrary ```DateTime``` Index and thus can not be concatenated onto the existing ```DataFrame```. NFr)axishigh_low_mean_pos_neg_neut_total_ignore)actioncategoryT)include_lowest precision)observed)dropc3K|]x}|j|j|j|j|j|jizyw)N)minrmaxr) .0r close_colhigh_price_col low_price_colmean_price_colneg_volume_colneut_volume_colpos_volume_cols a/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/volume/vp.py zvp..ksa 1Y<++- AiL--/ AiL,,. An-113 An-113 Q/335  sA>Bfillna)inplaceVP_r)rrrr namer columnsr FutureWarninggroupbyr aggrrindexleftright reset_indexrlistrr8r$)rrrrr signed_price pos_volume neg_volume neut_volumevp volume_coltotal_volume_colvpdfx vp_rangesresultr/r0r1r2r3r4r5s @@@@@@@r6rIrI sP % $E UE "E fe $F } $ D!*L,|a'788JkkJO< q(899JkkJO< (9::K{{K  J <1 EB::a=/IYK(N9+&MYK(NJJqM?JJ<(NJ<(Nj\*O |,^^_MBJ=9  ]>zz 9 uTQ G  # D C C S    04zz:z!qvvz:]15<A<^T* >> NO    E*  !.1D4HHD 6 F8$d 3eW DIDM K?;rXsb!((11+JJ %)v v!v v!vv vrW