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CaseSpec={idx:number,pair:string,cutoff:string,direction:\"UP\"|\"DOWN\",refEMA:\"EMA25\"|\"EMA75\"|\"EMA200\"};\ntype Bar={date:string,open:number,high:number,low:number,close:number,e25:number,e75:number,e200:number,tr:number};\ntype Pivot={i:number,type:\"H\"|\"L\",price:number,date:string};\nconst specs:CaseSpec[]=[\n {idx:4,pair:\"EURJPY\",cutoff:\"2015-02-26 01:00:00\",direction:\"UP\",refEMA:\"EMA25\"},\n {idx:7,pair:\"GBPJPY\",cutoff:\"2015-04-14 02:00:00\",direction:\"DOWN\",refEMA:\"EMA75\"},\n {idx:8,pair:\"EURJPY\",cutoff:\"2015-04-23 02:00:00\",direction:\"UP\",refEMA:\"EMA25\"},\n {idx:9,pair:\"EURJPY\",cutoff:\"2015-05-12 02:00:00\",direction:\"UP\",refEMA:\"EMA75\"},\n];\nconst pip=(x:number)=>x*100;\nconst mean=(a:number[])=>a.length?a.reduce((s,x)=>s+x,0)/a.length:NaN;\nconst med=(a:number[])=>{const b=[...a].sort((x,y)=>x-y),m=Math.floor(b.length/2);return b.length%2?b[m]:(b[m-1]+b[m])/2};\nconst f=(x:number,n=5)=>Number(x.toFixed(n));\nfunction pivots(b:Bar[],radius:number,atr:number):Pivot[]{const o:Pivot[]=[];for(let i=radius;ix.high)),min=Math.min(...w.map(x=>x.low));const lo=Math.min(...w.map(x=>x.low)),hi=Math.max(...w.map(x=>x.high));if(b[i].high>=max-1e-12&&pip(b[i].high-lo)>=0.5*pip(atr))o.push({i,type:\"H\",price:b[i].high,date:b[i].date});if(b[i].low<=min+1e-12&&pip(hi-b[i].low)>=0.5*pip(atr))o.push({i,type:\"L\",price:b[i].low,date:b[i].date});}return o;}\nfunction alt(ps:Pivot[]){const s=[...ps].sort((a,b)=>a.i-b.i);const o:Pivot[]=[];for(const x of s){const z=o[o.length-1];if(!z||z.type!==x.type)o.push({...x});else if((x.type===\"H\"&&x.price>z.price)||(x.type===\"L\"&&x.pricea-b),g:number[][]=[];for(const v of s){let bi=-1,bd=1e99;for(let i=0;i({center:mean(x),n:x.length})).sort((a,b)=>b.n-a.n||Math.abs(a.center)-Math.abs(b.center));}\nfunction lineCands(ps:Pivot[],latestI:number,latestClose:number,atr:number){const out:any[]=[];for(const typ of [\"H\",\"L\"] as const){const q=ps.filter(x=>x.type===typ).slice(-12),sl:number[]=[];for(let a=0;a=2)sl.push(pip(q[z].price-q[a].price)/hrs);}for(const cl of clusters(sl).slice(0,8)){let best:any=null;for(const anchor of q){let touches=0;for(const p of q){const proj=anchor.price+(cl.center/100)*((p.i-anchor.i)*.25);if(Math.abs(p.price-proj)<=.5*atr)touches++;}const now=anchor.price+(cl.center/100)*((latestI-anchor.i)*.25),dist=Math.abs(latestClose-now)/atr;const cand={type:typ,slope:cl.center,pairSupport:cl.n,touches,anchor,now,dist};if(!best||touches>best.touches||(touches===best.touches&&cl.n>best.pairSupport)||(touches===best.touches&&cl.n===best.pairSupport&&Math.abs(cl.center)b.touches-a.touches||b.pairSupport-a.pairSupport||Math.abs(a.slope)-Math.abs(b.slope));}\nfunction family(vals:number[],tol=.25){let best:any=null;for(const seed of vals){const members=vals.map((v,i)=>({v,i})).filter(x=>Math.abs(x.v-seed)<=tol*Math.max(seed,1e-9));const center=med(members.map(x=>x.v));const c={center,support:members.length,indices:members.map(x=>x.i)};if(!best||c.support>best.support||(c.support===best.support&&c.center=cutoff){done=true;return;}const div=1000,o=+p[1]/div,h=+p[2]/div,l=+p[3]/div,c=+p[4]/div;if(![o,h,l,c].every(Number.isFinite))return;e25=e25===undefined?c:e25+a25*(c-e25);e75=e75===undefined?c:e75+a75*(c-e75);e200=e200===undefined?c:e200+a200*(c-e200);const tr=prev===undefined?h-l:Math.max(h-l,Math.abs(h-prev),Math.abs(l-prev));prev=c;b.push({date,open:o,high:h,low:l,close:c,e25,e75,e200,tr});if(b.length>1600)b.shift();}\nwhile(!done){const {value,done:d}=await rd.read();if(d)break;pending+=dec.decode(value,{stream:true});let i;while(!done&&(i=pending.indexOf(\"\\n\"))>=0){const l=pending.slice(0,i).replace(/\\r$/,'');pending=pending.slice(i+1);ln(l);}}try{await rd.cancel();}catch{}return b;}\nfor(const s of specs){const b=await load(s.pair,s.cutoff);const last=b[b.length-1],atr=mean(b.slice(-14).map(x=>x.tr));const look=b.slice(-192),off=b.length-look.length;const ps=pivots(look,8,atr).map(x=>({...x,i:x.i+off}));const al=alt(ps).slice(-12);const waves:any[]=[];for(let i=1;ia.price?\"UP\":\"DOWN\",width:pip(Math.abs(z.price-a.price)),hours:(z.i-a.i)*.25,start:a.date,end:z.date,fromPrice:a.price,toPrice:z.price});}const recent=waves.slice(-8),wf=family(recent.map(x=>x.width),.25),tf=family(recent.map(x=>x.hours),.25);const lines=lineCands(ps,b.length-1,last.close,atr),needed=s.direction===\"UP\"?\"L\":\"H\",line=lines.filter(x=>x.type===needed)[0]??null;const refKey=s.refEMA===\"EMA25\"?\"e25\":s.refEMA===\"EMA75\"?\"e75\":\"e200\";const last96=b.slice(-96);const base=b.length-96;const series=last96.map((x,j)=>{const gi=base+j;const lp=line?line.anchor.price+(line.slope/100)*((gi-line.anchor.i)*.25):null;return [x.date,f(x.open),f(x.high),f(x.low),f(x.close),f(x.e25),f(x.e75),f(x.e200),lp==null?null:f(lp),f((x.close-(x as any)[refKey])/atr,4),lp==null?null:f((x.close-lp)/atr,4)];});const pp=ps.filter(x=>x.i>=base).map(x=>({j:x.i-base,type:x.type,price:f(x.price),date:x.date}));const wMembers=wf?wf.indices.map((i:number)=>recent[i]):[];const tMembers=tf?tf.indices.map((i:number)=>recent[i]):[];const dists=last96.map(x=>(x.close-(x as any)[refKey])/atr);let first05=-1;for(let i=Math.max(0,dists.length-24);iMath.abs(x)<=.5).length,sideNow:dists[dists.length-1]>0?\"ABOVE\":\"BELOW\",delta6bars:f(dists[dists.length-1]-dists[dists.length-7],4)};const out={idx:s.idx,pair:s.pair,cutoff:s.cutoff,direction:s.direction,refEMA:s.refEMA,maxUsed:last.date,atrPips:f(pip(atr),2),start:last96[0].date,line:line?{type:line.type,slopePipsPerHour:f(line.slope,3),touches:line.touches,pairSupport:line.pairSupport,anchorDate:line.anchor.date,anchorPrice:f(line.anchor.price),distATR:f(line.dist,4)}:null,wFamily:wf?{centerPips:f(wf.center,2),support:wf.support,members:wMembers}:null,tFamily:tf?{centerHours:f(tf.center,2),support:tf.support,members:tMembers}:null,pivots:pp,approach,series,safe:last.date