Q-j ddlmZddlmZmZmZmZmZddlm Z ddl m Z m Z m Z ddlmZmZmZeddZ dd e d e d e d e de de de de de fdZy ))njit)cosexpnansqrt zeros_like)Series)DictLikeIntIntFloat)v_offset v_pos_defaultv_seriesT)cachecb|jd|z|z }}t| |z}d|ztd|zz} ||z| z dz} t|} t|} t|} t d|D]4}d| z||||dz zz| | |dz zz||z| |dz zz | |<6t ||D]y}| ||z | |z |z }d}t d|D]}|| || ||z z ||zzz }||z}||z|zd|z | |dz zz| |<| |dk7sf|t | |z | |<{| S)Ng?rg)sizerrrranger)xnkalphapisqrt2mratioabc_f_msresultislope_sumjs d/Users/jameslopez/projects/TradingBot25/.venv/lib/python3.12/site-packages/pandas_ta/cycle/reflex.py np_reflexr* svvq5y1}uA RC%KA AC%K  A A A A AB Q-C ]F 1a[a1Q4!AE(?+a"QU)m;a!ebQi>OO11a[AERU"a'q!A BqEBq1uI%E 1 1D  $E SQZ'??A q6S=tCF|+F1I MNcloselengthsmoothrrroffsetkwargsreturnc t|d}t|d}t||dz}t||}|yt|d}t|d}t|d}t|}|j } t | |||||} t | d|t| |j} |dk7r| j|} d |vr| j|d d d |d |d || _ d| _ | S)uReflex This cycle indicator, by John F. Ehlers, attempts to reduce lag. Sources: * [rengel8](https://github.com/rengel8) (2021-08-11) based on the implementation from "ProRealCode" * [traders.com](http://traders.com/Documentation/FEEDbk_docs/2020/02/TradersTips.html) * [prorealcode](https://www.prorealcode.com/prorealtime-indicators/reflex-and-trendflex-indicators-john-f-ehlers/) Parameters: close (Series): ```close``` Series length (int): The period. Default: ```20``` smooth (int): SuperSmoother period. Default: ```20``` alpha (float): Alpha weight of Difference Sums. Default: ```0.04``` pi (float): Ehlers's truncated value: ```3.14159```. Default: ```3.14159``` sqrt2 (float): Ehlers's truncated value: ```1.414```. Default: ```1.414``` offset (int): Post shift. Default: ```0``` Other Parameters: fillna (value): Replaces ```na```'s with ```value```. Returns: (Series): 1 column Tip: This implementation has a separate control parameter for the internal applied SuperSmoother. Note: John F. Ehlers introduced two indicators within the article "Reflex: A New Zero-Lag Indicator” in February 2020, TASC magazine. One of which is Reflex, a lag reduced cycle indicator. Both indicators (Reflex/Trendflex) are oscillators that complement each other with the focus for cycle and trend. rNg{Gz?gn! @g9v?)indexrfillnaT)inplaceREFLEX__cycle) rmaxrr to_numpyr*rr r4shiftr5namecategory) r,r-r.rrrr/r0_lengthnp_closer$s r)reflexrA's Z62 &F 62 &F&&!A%G UG $E } % &E r7 #B % 'E f F~~H xE BFF7FO F%++ .F{f%6 fX& 5F81VHAeW5FKFO Mr+)NNNNNN)numbarnumpyrrrrrpandasr pandas_ta._typingr r r pandas_ta.utilsr rrr*rAr+r)rHs1155==D:"&*.+/ L LL L'L L!)L  L#+ L  Lr+