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0;\n return s;\n}\n\nfunction sma(series: number[], length: number): number[] {\n const out: number[] = new Array(series.length).fill(NaN);\n if (length <= 0) return out;\n let sum = 0;\n for (let i = 0; i < series.length; i++) {\n sum += series[i];\n if (i >= length) sum -= series[i - length];\n if (i >= length - 1) out[i] = sum / length;\n }\n return out;\n}\n\nfunction ema(series: number[], length: number): number[] {\n const out: number[] = new Array(series.length).fill(NaN);\n if (length <= 0) return out;\n const alpha = 2 / (length + 1);\n let prev: number | null = null;\n for (let i = 0; i < series.length; i++) {\n const v = series[i];\n if (i === 0) {\n prev = v;\n out[i] = v;\n } else {\n prev = prev! * (1 - alpha) + v * alpha;\n out[i] = prev;\n }\n }\n if (series.length >= length) {\n const seed = arraySum(series, 0, length) / length;\n let val = seed;\n for (let i = 0; i < series.length; i++) {\n if (i < length) {\n out[i] = i === length - 1 ? seed : out[i];\n } else {\n val = val * (1 - alpha) + series[i] * alpha;\n out[i] = val;\n }\n }\n }\n return out;\n}\n\nfunction rma(series: number[], length: number): number[] {\n const out = new Array(series.length).fill(NaN);\n if (length <= 0) return out;\n if (series.length < length) return out;\n const seed = arraySum(series, 0, length) / length;\n out[length - 1] = seed;\n for (let i = length; i < series.length; i++) {\n out[i] = (out[i - 1] * (length - 1) + series[i]) / length;\n }\n return out;\n}\n\nfunction wma(series: number[], length: number): number[] {\n const out = new Array(series.length).fill(NaN);\n if (length <= 0) return out;\n const denom = (length * (length + 1)) / 2;\n for (let i = 0; i < series.length; i++) {\n if (i < length - 1) continue;\n let sum = 0;\n for (let k = 0; k < length; k++) {\n sum += series[i - k] * (length - k);\n }\n out[i] = sum / denom;\n }\n return out;\n}\n\nfunction vwma(values: number[], volumes: number[], length: number): number[] {\n const out = new Array(values.length).fill(NaN);\n if (length <= 0) return out;\n for (let i = 0; i < values.length; i++) {\n if (i < length - 1) continue;\n let num = 0, den = 0;\n for (let k = 0; k < length; k++) {\n const idx = i - k;\n const v = volumes[idx] ?? 0;\n num += values[idx] * v;\n den += v;\n }\n out[i] = den === 0 ? NaN : num / den;\n }\n return out;\n}\n\nfunction smma(series: number[], length: number): number[] {\n const out = new Array(series.length).fill(NaN);\n if (length <= 0) return out;\n if (series.length < length) return out;\n const seed = arraySum(series, 0, length) / length;\n out[length - 1] = seed;\n for (let i = length; i < series.length; i++) {\n out[i] = (out[i - 1] * (length - 1) + series[i]) / length;\n }\n return out;\n}\n\nfunction tma(series: number[], length: number): number[] {\n const first = sma(series, length);\n return sma(first.map((v) => isNaN(v) ? 0 : v), length).map((\n v,\n i,\n ) => (isNaN(first[i]) ? NaN : v));\n}\n\nfunction dema(series: number[], length: number): number[] {\n const e = ema(series, length);\n const e_of_e = ema(e.map((v) => isNaN(v) ? 0 : v), length);\n return e.map((\n v,\n i,\n ) => (isNaN(v) || isNaN(e_of_e[i]) ? NaN : 2 * v - e_of_e[i]));\n}\n\nfunction tema(series: number[], length: number): number[] {\n const e1 = ema(series, length);\n const e2 = ema(e1.map((v) => isNaN(v) ? 0 : v), length);\n const e3 = ema(e2.map((v) => isNaN(v) ? 0 : v), length);\n return e1.map((\n v,\n i,\n ) => (isNaN(v) || isNaN(e2[i]) || isNaN(e3[i])\n ? NaN\n : 3 * v - 3 * e2[i] + e3[i])\n );\n}\n\nfunction hullma(series: number[], length: number): number[] {\n const half = Math.round(length / 2);\n const wmaHalf = wma(series, half);\n const wmaFull = wma(series, length);\n const diff = series.map((_, i) => {\n const a = wmaHalf[i] ?? NaN;\n const b = wmaFull[i] ?? NaN;\n return isNaN(a) || isNaN(b) ? NaN : 2 * a - b;\n });\n const sqrtLen = Math.round(Math.sqrt(length));\n return wma(diff.map((v) => isNaN(v) ? 0 : v), sqrtLen).map((\n v,\n i,\n ) => (isNaN(diff[i]) ? NaN : v));\n}\n\nfunction getMA(\n type: string,\n series: number[],\n length: number,\n volumes?: number[],\n hlc3?: number[],\n): number[] {\n switch (type) {\n case \"RMA\":\n return rma(series, length);\n case \"SMA\":\n return sma(series, length);\n case \"EMA\":\n return ema(series, length);\n case \"WMA\":\n return wma(series, length);\n case \"VWMA\":\n if (!volumes) return sma(series, length);\n return vwma(series, volumes, length);\n case \"SMMA\":\n return smma(series, length);\n case \"HullMA\":\n return hullma(series, length);\n case \"DEMA\":\n return dema(series, length);\n case \"TEMA\":\n return tema(series, length);\n case \"TMA\":\n return tma(series, length);\n case \"VWAP\":\n if (!volumes) return sma(series, length);\n return vwma(series, volumes, length);\n default:\n return ema(series, length);\n }\n}\n\nfunction isCrossover(a: number[], b: number[], idx: number): boolean {\n if (idx <= 0) return false;\n const curA = a[idx], curB = b[idx], prevA = a[idx - 1], prevB = b[idx - 1];\n if (isNaN(curA) || isNaN(curB) || isNaN(prevA) || isNaN(prevB)) return false;\n return curA > curB && prevA <= prevB;\n}\n\nfunction isCrossunder(a: number[], b: number[], idx: number): boolean {\n if (idx <= 0) return false;\n const curA = a[idx], curB = b[idx], prevA = a[idx - 1], prevB = b[idx - 1];\n if (isNaN(curA) || isNaN(curB) || isNaN(prevA) || isNaN(prevB)) return false;\n return curA < curB && prevA >= prevB;\n}\n\n// الدالة الرئيسية لحساب الاستراتيجية\nexport function computeBestCloudIpPo(candles: Candle[], options?: Options) {\n const opts: Required = {\n srcField: options?.srcField ?? \"close\",\n maType1: options?.maType1 ?? \"EMA\",\n len1: options?.len1 ?? 30,\n maType2: options?.maType2 ?? \"EMA\",\n len2: options?.len2 ?? 74,\n colorCandles: options?.colorCandles ?? true,\n useIpPoFilter: options?.useIpPoFilter ?? false,\n ppoShort: options?.ppoShort ?? 12,\n ppoLong: options?.ppoLong ?? 26,\n ppoSig: options?.ppoSig ?? 9,\n };\n\n const n = candles.length;\n const srcSeries: number[] = candles.map((c) =>\n (c[opts.srcField] as number) ?? c.close\n );\n const volSeries: number[] = candles.map((c) => c.volume ?? 0);\n const hlc3Series: number[] = candles.map((c) =>\n (c.high + c.low + c.close) / 3\n );\n\n const MA1 = getMA(opts.maType1, srcSeries, opts.len1, volSeries, hlc3Series);\n const MA2 = getMA(opts.maType2, srcSeries, opts.len2, volSeries, hlc3Series);\n\n const ppoShortEma = ema(srcSeries, opts.ppoShort);\n const ppoLongEma = ema(srcSeries, opts.ppoLong);\n const ppoLine: number[] = new Array(n).fill(NaN);\n for (let i = 0; i < n; i++) {\n const s = ppoShortEma[i], l = ppoLongEma[i];\n if (!isNaN(s) && !isNaN(l) && l !== 0) ppoLine[i] = ((s - l) / l) * 100;\n }\n const ppoSignal = ema(ppoLine.map((v) => isNaN(v) ? 0 : v), opts.ppoSig);\n\n const buySignal: boolean[] = new Array(n).fill(false);\n const sellSignal: boolean[] = new Array(n).fill(false);\n const ppoBullish: boolean[] = new Array(n).fill(false);\n const ppoBearish: boolean[] = new Array(n).fill(false);\n const barColor: (string | null)[] = new Array(n).fill(null);\n\n for (let i = 0; i < n; i++) {\n if (!isNaN(ppoLine[i]) && !isNaN(ppoSignal[i])) {\n ppoBullish[i] = ppoLine[i] > ppoSignal[i];\n ppoBearish[i] = ppoLine[i] < ppoSignal[i];\n }\n\n const crossover = isCrossover(MA1, MA2, i);\n const crossunder = isCrossunder(MA1, MA2, i);\n\n const buy = opts.useIpPoFilter ? (crossover && ppoBullish[i]) : crossover;\n const sell = opts.useIpPoFilter\n ? (crossunder && ppoBearish[i])\n : crossunder;\n\n buySignal[i] = buy;\n sellSignal[i] = sell;\n\n if (opts.colorCandles) {\n const m1 = MA1[i], m2 = MA2[i];\n if (!isNaN(m1) && !isNaN(m2)) barColor[i] = m1 > m2 ? \"lime\" : \"fuchsia\";\n else barColor[i] = null;\n }\n }\n\n return {\n meta: {\n maType1: opts.maType1,\n len1: opts.len1,\n maType2: opts.maType2,\n len2: opts.len2,\n useIpPoFilter: opts.useIpPoFilter,\n ppoShort: opts.ppoShort,\n ppoLong: opts.ppoLong,\n ppoSig: opts.ppoSig,\n colorCandles: opts.colorCandles,\n },\n candles: candles.map((c, i) => ({\n time: c.time,\n close: c.close,\n ma1: MA1[i],\n ma2: MA2[i],\n ppoLine: isNaN(ppoLine[i]) ? null : ppoLine[i],\n ppoSignal: isNaN(ppoSignal[i]) ? null : ppoSignal[i],\n ppoBullish: ppoBullish[i],\n ppoBearish: ppoBearish[i],\n buySignal: buySignal[i],\n sellSignal: sellSignal[i],\n barColor: barColor[i],\n })),\n arrays: {\n ma1: MA1,\n ma2: MA2,\n ppoLine,\n ppoSignal,\n buySignal,\n sellSignal,\n barColor,\n },\n signalEvents: (() => {\n const ev: {\n time: number | string;\n type: \"BUY\" | \"SELL\";\n index: number;\n }[] = [];\n for (let i = 0; i < n; i++) {\n if (buySignal[i]) {\n ev.push({ time: candles[i].time, type: \"BUY\", index: i });\n }\n if (sellSignal[i]) {\n ev.push({ time: candles[i].time, type: \"SELL\", index: i });\n }\n }\n return ev;\n })(),\n };\n}\n\n// ==========================================\n// 2. معالج Val Town (البوت)\n// ==========================================\n\nexport default async function (interval: any) {\n const tgToken = Deno.env.get(\"tg_token\");\n const chatId = \"1434793059\";\n\n // 1. جلب \"جميع\" العملات التي تنتهي بـ USDT\n const res = await fetch(\"https://api.binance.com/api/v3/ticker/price\");\n const tickers = await res.json();\n const allSymbols = tickers\n .filter((t: any) => t.symbol.endsWith(\"USDT\"))\n .map((t: any) => t.symbol);\n\n // ملاحظة: قد تحتاج لتقليل العدد إذا حدث Timeout لأن Val Town لديها حد زمني للتنفيذ\n console.log(`بدء فحص ${allSymbols.length} عملة...`);\n\n for (const symbol of allSymbols) {\n try {\n // 2. جلب بيانات الشموع\n const klines = await fetch(\n `https://api.binance.com/api/v3/klines?symbol=${symbol}&interval=1h&limit=100`,\n );\n const data = await klines.json();\n\n if (!Array.isArray(data)) continue;\n\n const candles = data.map((d) => ({\n time: d[0],\n open: parseFloat(d[1]),\n high: parseFloat(d[2]),\n low: parseFloat(d[3]),\n close: parseFloat(d[4]),\n volume: parseFloat(d[5]),\n }));\n\n // 3. تحليل الاستراتيجية (تم دمج الدالة محلياً)\n const result = computeBestCloudIpPo(candles);\n const lastBar = result.candles[result.candles.length - 1];\n\n // 4. إرسال التنبيه إذا تحقق الشرط\n if (lastBar.buySignal || lastBar.sellSignal) {\n const signalType = lastBar.buySignal\n ? 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