޿i <dZddlmZ ddZy)u+ Regime classifier — port fedele V15 _determine_regime_multitf. Extracted from V15 monolith into a pure function so V16 can call it from the TechSnapshot builder without dragging the router state. Output regimes: - TRENDING : strong, TF allowed on pullbacks - TRENDING_SOFT : moderate, MR allowed (TF skipped) - BREAKOUT : volatility spike, SKIP both Brains - RANGING : neither, MR-on-extremes only The caller passes the relevant tech fields explicitly (no dict), keeping this function side-effect-free and unit-testable. ) annotationsc|dkr|dk(r |dk\rddgfS|dkDr|dk(r |dk\rddgfS|d kDr|rd d gfS|d kDr |dk\rdd gfS|dkDr |dk\rddgfS|dk\r"|r|dk(r |dkDrddgfS|r|dk(r |dkrddgfSg}|dkr|dk(r|jd|dd||dkDr|dk(r|jd|dd||dkDr|dk\r|jd|dd||s|r|dk\r|jd |d!|d|d"d#|fS)$u Returns (regime, reason, near_trending_diagnostics). near_trending_diagnostics: list of human-readable strings describing "why this is RANGING but close to TRENDING" — useful for log analytics during calibration. BEARISH_EXPANSIONTRENDINGz%H1 strong bearish (RSI<30+exp+mat>=3)FBULLISH_EXPANSIONz%H1 strong bullish (RSI>70+exp+mat>=3)g@BREAKOUTzVolatility breakoutg?zATR+maturity confirm (ATR>1.3)g? TRENDING_SOFTz&ATR moderate (1.1-1.3) - routing to MR2zStruct bull: HH+HL confirmed H1zStruct bear: LH+LL confirmed H1(zbearish: RSI_H1=z.0fz <40+EXP mat=<zbullish: RSI_H1=z >60+EXP mat=g?zATR=z.2fz mat=z struct: bull=z bear=RANGINGzMulti-TF neutral)append)rsi_h1market_structuretrend_maturity atr_ratio vol_spikeh1_struct_bullh1_struct_bearnears &/home/work/apex_v16/analysis/regime.pydetermine_regimers"{'+>>>UVCVBBFF {'+>>>UVCVBBFF390"443>Q.;R??3>Q. H"LL .2EE&SU+@"D D .2EE&SU+@"D DD {'+>> &vcl,~>NOP {'+>> &vcl,~>NOP3>Q. d9S/~.>?@.n.A N+6.1A~FV W  ($ ..N)rfloatrstrrintrrrboolrr!rr!returnztuple[str, str, list[str]])__doc__ __future__rrrrr&s` #4/ 4/4/4/ 4/  4/  4/4/ 4/r