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sma.js
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const { roundNumber } = require("./utils");
// Função para calcular a média móvel simples (SMA)
function calculateSMA(data, period) {
let smaArray = [];
let sum = 0;
for (let i = 0; i < data.length; i++) {
sum += data[i].close;
if (i >= period - 1) {
smaArray.push(sum / period);
sum -= data[i - period + 1].close;
} else {
smaArray.push(null);
}
}
return smaArray;
}
// Função principal para processar os dados e calcular as médias móveis e os sinais
function calculateSMAPeriods(data, shortPeriod, longPeriod, longPeriod200 = 200) {
const shortMA = calculateSMA(data, shortPeriod);
const longMA = calculateSMA(data, longPeriod);
const longMA200 = calculateSMA(data, longPeriod200);
// Adicionando as médias móveis aos dados de entrada
for (let i = 0; i < data.length; i++) {
data[i].smaShort = parseFloat(roundNumber(shortMA[i], data[i].close));
data[i].smaLong = parseFloat(roundNumber(longMA[i], data[i].close));
data[i].smaLong200 = parseFloat(roundNumber(longMA200[i], data[i].close));
// Verificar os sinais de compra e venda
if (i > 0) {
const longRatio = longMA200[i] / longMA[i];
const buyCondition = shortMA[i] > longMA[i] && longRatio <= 0.98;
const sellCondition = shortMA[i] < longMA[i] && longRatio >= 1.03;
data[i].signalBuySma = buyCondition && shortMA[i - 1] <= longMA[i - 1];
// data[i].signalSellSma = sellCondition && shortMA[i - 1] >= longMA[i - 1];
} else {
data[i].signalBuySma = false;
// data[i].signalSellSma = false;
}
}
return data;
}
module.exports = {
calculateSMAPeriods,
}