Q-jddlmZddlmZmZmZmZddlmZddl m Z m Z ddl m Z ddlmZmZmZmZmZedd Z dd ed e d edede de defdZy ))njit)arangefloat64nan zeros_like)Series)DictLikeInt)Imports) v_ascendingv_offset v_pos_defaultv_seriesv_talibT)cachec"|j}td|dzt}t|t}|s|ddd}t |dz |D]$}||||z dz|dzzj ||<&|d||z|zz z}|r t |d|dz |S)N)dtype)sizerrrrangesumr)xnascprenanmwresultis c/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/overlap/wma.pynb_wmar#s Aq!a%w'A  )F  ddG 1q5!_1q519QU++002q  a1q519oF vA MNcloselengthrtaliboffsetkwargsreturnc t|d}t||}|yt|}t|}t |}t dr|rddlm}|||}n5|j} t| ||d} t| |j}|dk7r|j|}d|vr|j|dd d ||_d |_|S) aWeighted Moving Average This indicator is a Moving Average where the weights are linearly increasing and the most recent data has the heaviest weight. Sources: * [wikipedia](https://en.wikipedia.org/wiki/Moving_average#Weighted_moving_average) Parameters: close (Series): ```close``` Series length (int): The period. Default: ```10``` asc (bool): Recent values weigh more. Default: ```True``` talib (bool): If installed, use TA Lib. Default: ```True``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): ```pd.DataFrame.fillna(value)``` Returns: (Series): 1 column Nr'r)WMAT)indexfillna)inplaceWMA_overlap)rrr rr r r'r-to_numpyr#rr.shiftr/namecategory) r%r&rr'r(r)mode_talr-wmanp_closewma_s r"r8r8$s662 &F UF #E } c Cu~H f FwH% >>#hT2T-{ii6 6(#T 2fXCHCL Jr$)NNNN)numbarnumpyrrrrpandasrpandas_ta._typingr r pandas_ta.mapsr pandas_ta.utilsr r rrrr#boolr8r$r"rCs22+"D&"&$(: :: :!: :#+: :r$