o TLNiE@s\ddlZddlmZmZmZmZdedeefddZdeeefdeeeffdd Z dS) N)AnyDictOptionalTuplevreturncCsVz |dus t|tr WdSt|}t|st|rWdS|WSty*YdSw)N) isinstanceboolfloatmathisnanisinf Exception)rfr9/var/www/html/Trade-python/app/v1/utils/symbol_ranking.py _safe_floats r market_datac s2t|tr |dndt|tr|dnd}g}d}d}dtdtdttttfffdd }|d d \}}}|d d \} } } |dd\} } }||| | 7}||| | 7}|| |}t|tr|d}t|trt|dptd}t |d}|dvr|d7}| dn |dvr|d7}| d|dur|dkr|t d|d7}n|dkr|t dt |d7}t ||}|dkrd}n||krdnd}d}|d krd }n |d!krd}n|d"krd#}|s|dkr| d$n|dkr| d%n| d&t|d't|d't|d'|||dd(d)S)*aCompute a deterministic opportunity score from computed indicators/strategies. Returns ------- { bull: float, bear: float, opportunity: float, direction: 'BULLISH'|'BEARISH'|'NEUTRAL', quality: float (0..1), reasons: list[str] } Notes ----- - Uses only computed fields: market_data['indicators'] and market_data['strategies']. - Does not require LTP/quote. - Designed to be stable + cheap; not meant to be a perfect trading model. indicatorsN strategiestfwrc s~ttsdS|}t|tsdSt|d}t|d}t|d}t|d}d}d}d} |durZ|durZ|dkrZ| d7} ||krP|d |7}n ||krZ|d |7}|dur| d7} d |krld krunn|d |7}n(d |krd krnn|d |7}n|dkr|d|7}n |dkr|d|7}|dur| d7} |dkr|d |7}n |dkr|d |7}||| fS)N)rrrclosevwaprsi macd_histrr?4D 0Kg?)rdictgetr) rrindrrrrbsusedrrr _tf_score.sF       z$score_market_data.._tf_score5minuter15minuteg333333?daygffffff?multi_timeframe alignmentstrength)bullishbuyg@zMTF alignment bullish)bearishsellzMTF alignment bearishrg?g$@g?NEUTRALBULLISHBEARISHrg?zindicators suggest bullish biaszindicators suggest bearish biaszinsufficient signal)bullbear opportunity directionqualityreasons)rr%r&strr rintstriplowerrappendminabsmaxround)rrrDr?r@r,b5s5u5b15s15u15bdsdud used_totalmtalignr3rArBrCrr+rscore_market_datash$-           rZ) r typingrrrrr rrErZrrrrs&