如何找到一系列历史价格数据对象的每年的最小值和最大值

Question

2800: {Date: '2022-01-14', Open: 514.48999, High: 522.570007, Low: 511.269989, Close: 520.599976, …}
2801: {Date: '2022-01-18', Open: 510.390015, High: 519.390015, Low: 504.980011, Close: 513.340027, …}
2802: {Date: '2022-01-19', Open: 516.47998, High: 528.919983, Low: 515.299988, Close: 516.580017, …}
2803: {Date: '2022-01-20', Open: 522.380005, High: 532.030029, Low: 509.640015, Close: 510.850006, …}
2804: {Date: '2022-01-21', Open: 508.5, High: 513.859985, Low: 499.269989, Close: 499.910004, …}
2805: {Date: '2022-01-24', Open: 491.070007, High: 520.429993, Low: 483.309998, Close: 519.659973, …}
2806: {Date: '2022-01-25', Open: 505.51001, High: 514.26001, Low: 500.01001, Close: 502.720001, …}

我拥有以下ADBE的历史价格数据超过10年。我试图根据每年11月的报告日期，每年获得最小值和最高价值。

我正在尝试将输出在数组中获取： [2010 Min Price，2011 Min Price，2012 Min Price ...]

const startDate = new Date("2010-12-01");
const endDate = new Date("2022-04-30");
    
const data2 = data.filter(a => {
    const date = new Date(a.Date);
      return (date >= startDate && date <= endDate);
    });
console.log(data)

    
function findMinMax(key) {
    const datas = data2.map((node) => node[key]);
        return {
          min: Math.min(...datas),
          max: Math.max(...datas),
        }
}
const checkit = findMinMax('Close')

根据代码，我该怎么做，而不必更改每年的开始日期和结束日期才能获得最小值最大值？

Answer 1

检查下面的解决方案根据报告月计算所有字段的最小/最大。

const data = [
  { Date: "2022-01-14", Open: 100, High: 500, Low: 50, Close: 1000 },
  { Date: "2021-12-05", Open: 200, High: 150, Low: 150, Close: 2000 },
  { Date: "2021-10-21", Open: 300, High: 550, Low: 70, Close: 200 },
  { Date: "2021-02-18", Open: 250, High: 600, Low: 10, Close: 500 },
];

const START_REPORTING_MONTH = 11; // 11 for December

const output = data.reduce((res, { Date: date, ...rest }) => {
  const d = new Date(date);
  const year = d.getFullYear();
  const month = d.getMonth();
  let reportingPeriod;

  if (month >= START_REPORTING_MONTH) {
    reportingPeriod = `${year}-${year + 1}`;
  } else {
    reportingPeriod = `${year - 1}-${year}`;
  }

  if (!res[reportingPeriod]) {
    res[reportingPeriod] = { min: { ...rest }, max: { ...rest } };
  }

  Object.entries(rest).forEach(([k, v]) => {
    if (v < res[reportingPeriod].min[k]) {
      res[reportingPeriod].min[k] = v;
    }
    if (v > res[reportingPeriod].max[k]) {
      res[reportingPeriod].max[k] = v;
    }
  });

  return res;
}, {});

console.log(output);

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