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for(let i=2;irows[i-1].h&&b.h>rows[i-2].h&&b.h>rows[i+1].h&&b.h>rows[i+2].h)hi.push({t:b.t,p:b.h,ts:b.ts}); if(b.la.p+slope*((t-a.t)/3600000); const res=ps.map(x=>Math.abs(x.p-pred(x.t))*100); const tol=(atrPips??0)*0.35; const touches=res.filter(x=>x<=tol).length; const med=median(res)??0; const touchRatio=ps.length?touches/ps.length:0; const residScore=atrPips&&atrPips>0?Math.max(0,1-med/atrPips):0; const evidence=Math.min(1,Math.max(0,ps.length-1)/3); const score=evidence*(0.5*touchRatio+0.5*residScore); const line=pred(cutoff); return {pivot_count:ps.length,slope_pips_per_hour:round(slope*100,2),line_at_t0:round(line,3),distance_pips:round((lastClose-line)*100,2),touch_count:touches,median_residual_pips:round(med,2),line_function_score:round(score,3)}; }\n\nfunction snapshot(pair:string, cutoff:number, cutoffLabel:string, zone:string, bars:Bar[]):PairSnapshot {\n const geom=bars.filter(b=>b.t>=cutoff-72*3600000 && b.tb.c); const e25s=emaSeries(closes,25), e75s=emaSeries(closes,75); const e25=e25s.length?e25s[e25s.length-1]:NaN, e75=e75s.length?e75s[e75s.length-1]:NaN; const e25Prev6=e25s.length>=7?e25s[e25s.length-7]:NaN;\n const last=bars[bars.length-1]; const trs:number[]=[]; for(let i=Math.max(0,bars.length-15);i0?bars[i-1].c:b.c; trs.push(Math.max(b.h-b.l,Math.abs(b.h-pc),Math.abs(b.l-pc)));} const atr=trs.slice(-14).reduce((s,x)=>s+x,0)/Math.max(1,Math.min(14,trs.length)); const atrP=atr*100;\n const ret=(h:number)=>{const c0=closeAtOrBefore(bars,cutoff-h*3600000);return c0==null?null:(last.c-c0)*100}; const ret6=ret(6),ret12=ret(12),ret24=ret(24),ret48=ret(48),ret72=ret(72);\n const last25=bars.slice(-25).map(b=>b.c); let er24:number|null=null; if(last25.length===25){let den=0;for(let i=1;i0?Math.abs(last25[24]-last25[0])/den:0;}\n const r2=linR2(bars.slice(-24).map(b=>b.c)); const upVotes=[last.c>e25,e25>e75,e25>e25Prev6,(ret12??0)>0].filter(Boolean).length; const downVotes=[last.c=3?\"UP\":downVotes>=3?\"DOWN\":\"MIXED\";\n const pv=pivots(geom); const hiLine=lineStats(pv.hi,cutoff,last.c,atrP), loLine=lineStats(pv.lo,cutoff,last.c,atrP); const chosen=flow===\"UP\"?loLine:flow===\"DOWN\"?hiLine:(Number(loLine.line_function_score??-1)>=Number(hiLine.line_function_score??-1)?loLine:hiLine); const dirMag=Math.min(1,Math.abs(ret24??0)/Math.max(atrP*3,1e-9)); const structure=((er24??0)+(r2??0)+dirMag)/3; const lineScore=Number(chosen.line_function_score??0); const tradability=0.6*structure+0.4*lineScore;\n const rr=bars.slice(-25); const returns24:{t:number;r:number}[]=[]; for(let 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url=`https://raw.githubusercontent.com/ejtraderLabs/historical-data/main/${pair}/${pair}h1.csv`; const res=await fetch(url); if(!res.ok||!res.body)throw new Error(`${pair} fetch ${res.status}`); const cutoffs=WINDOWS.map(w=>({idx:w[0],date:w[1],label:w[2],zone:w[3],ms:naiveMs(w[2])})); let ci=0; const snaps:PairSnapshot[]=[]; const bars:Bar[]=[]; const reader=res.body.getReader(), dec=new TextDecoder(); let buf=\"\", stop=false;\n while(!stop){const {value,done}=await reader.read(); if(done)break; buf+=dec.decode(value,{stream:true}); let nl=-1; while((nl=buf.indexOf(\"\\n\"))>=0){const line=buf.slice(0,nl).trim();buf=buf.slice(nl+1); if(!line||line.startsWith(\"Date,\"))continue; const ts=line.slice(0,19), t=naiveMs(ts); while(ci=cutoffs[ci].ms){const c=cutoffs[ci];const s=snapshot(pair,c.ms,c.label,c.zone,bars);s.window_index=c.idx;s.frozen_date=c.date;snaps.push(s);ci++; if(ci>=cutoffs.length){stop=true;break;}} if(stop)break; const p=line.split(\",\"); const 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