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        'open': 83365.1,
        'timestamp': 1741859220000,
        'volume': 10.28671872,
    },
    {
        'close': 83430.7,
        'high': 83430.7,
        'low': 83369.9,
        'open': 83369.9,
        'timestamp': 1741859280000,
        'volume': 2.09808526,
    },
    {
        'close': 83420,
        'high': 83528.6,
        'low': 83409.2,
        'open': 83430.7,
        'timestamp': 1741859340000,
        'volume': 8.23199622,
    },
    {
        'close': 83360.4,
        'high': 83466.6,
        'low': 83348.4,
        'open': 83420,
        'timestamp': 1741859400000,
        'volume': 3.96223274,
    },
    {
        'close': 83430.7,
        'high': 83473.2,
        'low': 83348.3,
        'open': 83360.4,
        'timestamp': 1741859460000,
        'volume': 4.17086976,
    },
    {
        'close': 83351.9,
        'high': 83430.7,
        'low': 83351.9,
        'open': 83430.7,
        'timestamp': 1741859520000,
        'volume': 5.41126194,
    },
    {
        'close': 83325,
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        'low': 83324.9,
        'open': 83351.9,
        'timestamp': 1741859580000,
        'volume': 4.86852206,
    },
    {
        'close': 83348.3,
        'high': 83364,
        'low': 83325,
        'open': 83325,
        'timestamp': 1741859640000,
        'volume': 4.26269012,
    },
    {
        'close': 83350.3,
        'high': 83393.8,
        'low': 83348.3,
        'open': 83348.3,
        'timestamp': 1741859700000,
        'volume': 4.59677538,
    },
    {
        'close': 83348.2,
        'high': 83395.7,
        'low': 83342,
        'open': 83350.3,
        'timestamp': 1741859760000,
        'volume': 4.42152558,
    },
    {
        'close': 83416.9,
        'high': 83416.9,
        'low': 83346.5,
        'open': 83348.2,
        'timestamp': 1741859820000,
        'volume': 4.407592,
    },
    {
        'close': 83462.9,
        'high': 83482.6,
        'low': 83413.2,
        'open': 83416.9,
        'timestamp': 1741859880000,
        'volume': 5.62927152,
    },
    {
        'close': 83437.4,
        'high': 83462.9,
        'low': 83432.3,
        'open': 83462.9,
        'timestamp': 1741859940000,
        'volume': 4.09723424,
    },
    {
        'close': 83457.9,
        'high': 83457.9,
        'low': 83415.6,
        'open': 83437.4,
        'timestamp': 1741860000000,
        'volume': 4.8452428,
    },
    {
        'close': 83421.5,
        'high': 83498.3,
        'low': 83421.5,
        'open': 83457.9,
        'timestamp': 1741860060000,
        'volume': 5.28427086,
    },
    {
        'close': 83374.8,
        'high': 83437.5,
        'low': 83374.7,
        'open': 83421.5,
        'timestamp': 1741860120000,
        'volume': 3.95319668,
    },
    {
        'close': 83344.8,
        'high': 83404,
        'low': 83324.4,
        'open': 83374.8,
        'timestamp': 1741860180000,
        'volume': 3.73563218,
    },
    {
        'close': 83394.1,
        'high': 83405.1,
        'low': 83344.8,
        'open': 83344.8,
        'timestamp': 1741860240000,
        'volume': 3.25715756,
    },
    {
        'close': 83393.7,
        'high': 83399.2,
        'low': 83360.1,
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        'timestamp': 1741860300000,
        'volume': 3.05896938,
    },
    {
        'close': 83340,
        'high': 83393.8,
        'low': 83334.2,
        'open': 83393.7,
        'timestamp': 1741860360000,
        'volume': 2.37194966,
    },
    {
        'close': 83292.9,
        'high': 83345.9,
        'low': 83288.2,
        'open': 83340,
        'timestamp': 1741860420000,
        'volume': 3.9742597,
    },
    {
        'close': 83289.6,
        'high': 83310.4,
        'low': 83285.6,
        'open': 83292.9,
        'timestamp': 1741860480000,
        'volume': 2.53749888,
    },
    {
        'close': 83285.9,
        'high': 83293.9,
        'low': 83256.8,
        'open': 83289.6,
        'timestamp': 1741860540000,
        'volume': 3.60344886,
    },
    {
        'close': 83273.8,
        'high': 83305.2,
        'low': 83272.2,
        'open': 83285.9,
        'timestamp': 1741860600000,
        'volume': 0.94213134,
    },
    {
        'close': 83332.2,
        'high': 83332.2,
        'low': 83273.8,
        'open': 83273.8,
        'timestamp': 1741860660000,
        'volume': 2.98789608,
    },
    {
        'close': 83304.4,
        'high': 83359.9,
        'low': 83304.4,
        'open': 83332.2,
        'timestamp': 1741860720000,
        'volume': 3.08507796,
    },
    {
        'close': 83322.4,
        'high': 83322.4,
        'low': 83302,
        'open': 83304.4,
        'timestamp': 1741860780000,
        'volume': 0.82112272,
    },
    {
        'close': 83361.9,
        'high': 83371.9,
        'low': 83322.4,
        'open': 83322.4,
        'timestamp': 1741860840000,
        'volume': 2.72049578,
    },
    {
        'close': 83292.9,
        'high': 83388,
        'low': 83292.9,
        'open': 83361.9,
        'timestamp': 1741860900000,
        'volume': 2.97416012,
    },
    {
        'close': 83269.4,
        'high': 83298.9,
        'low': 83258.2,
        'open': 83292.9,
        'timestamp': 1741860960000,
        'volume': 3.45517374,
    },
    {
        'close': 83271.9,
        'high': 83275.2,
        'low': 83238.1,
        'open': 83269.4,
        'timestamp': 1741861020000,
        'volume': 2.39052098,
    },
    {
        'close': 83238.2,
        'high': 83279.8,
        'low': 83238.1,
        'open': 83271.9,
        'timestamp': 1741861080000,
        'volume': 1.44843522,
    },
    {
        'close': 83207.5,
        'high': 83240.4,
        'low': 83207.5,
        'open': 83238.2,
        'timestamp': 1741861140000,
        'volume': 3.29589502,
    },
    {
        'close': 83213,
        'high': 83225.7,
        'low': 83160.9,
        'open': 83207.5,
        'timestamp': 1741861200000,
        'volume': 12.4332329,
    },
    {
        'close': 83238.5,
        'high': 83238.5,
        'low': 83190.2,
        'open': 83213,
        'timestamp': 1741861260000,
        'volume': 1.23152564,
    },
    {
        'close': 83259.5,
        'high': 83259.5,
        'low': 83210,
        'open': 83238.5,
        'timestamp': 1741861320000,
        'volume': 1.43973286,
    },
    {
        'close': 83223.9,
        'high': 83279.2,
        'low': 83206.4,
        'open': 83259.5,
        'timestamp': 1741861380000,
        'volume': 3.08298866,
    },
    {
        'close': 83244.3,
        'high': 83253.7,
        'low': 83223.3,
        'open': 83223.9,
        'timestamp': 1741861440000,
        'volume': 1.5052821,
    },
    {
        'close': 83244.3,
        'high': 83266.5,
        'low': 83244.3,
        'open': 83244.3,
        'timestamp': 1741861500000,
        'volume': 1.3484977,
    },
    {
        'close': 83177,
        'high': 83281.7,
        'low': 83177,
        'open': 83244.3,
        'timestamp': 1741861560000,
        'volume': 5.23460736,
    },
    {
        'close': 83189.9,
        'high': 83205.7,
        'low': 83100.3,
        'open': 83177,
        'timestamp': 1741861620000,
        'volume': 4.89959926,
    },
    {
        'close': 83291.8,
        'high': 83293.5,
        'low': 83186.1,
        'open': 83189.9,
        'timestamp': 1741861680000,
        'volume': 3.16231612,
    },
    {
        'close': 83297.1,
        'high': 83307.2,
        'low': 83272.2,
        'open': 83291.8,
        'timestamp': 1741861740000,
        'volume': 3.72952008,
    },
    {
        'close': 83403.8,
        'high': 83403.8,
        'low': 83297,
        'open': 83297.1,
        'timestamp': 1741861800000,
        'volume': 5.32722432,
    },
    {
        'close': 83341.6,
        'high': 83403.8,
        'low': 83318.4,
        'open': 83403.8,
        'timestamp': 1741861860000,
        'volume': 3.76302684,
    },
    {
        'close': 83280.1,
        'high': 83372.1,
        'low': 83278.1,
        'open': 83341.6,
        'timestamp': 1741861920000,
        'volume': 1.85741632,
    },
    {
        'close': 83258.8,
        'high': 83300.1,
        'low': 83255.1,
        'open': 83280.1,
        'timestamp': 1741861980000,
        'volume': 1.54301872,
    },
    {
        'close': 83100,
        'high': 83259.9,
        'low': 83100,
        'open': 83258.8,
        'timestamp': 1741862040000,
        'volume': 6.39705656,
    },
    {
        'close': 83074,
        'high': 83100,
        'low': 83038.3,
        'open': 83100,
        'timestamp': 1741862100000,
        'volume': 8.94943748,
    },
    {
        'close': 83092.1,
        'high': 83099.6,
        'low': 83048.4,
        'open': 83074,
        'timestamp': 1741862160000,
        'volume': 1.69931844,
    },
    {
        'close': 83106,
        'high': 83111.8,
        'low': 83086.3,
        'open': 83092.1,
        'timestamp': 1741862220000,
        'volume': 2.07191638,
    },
    {
        'close': 83170.7,
        'high': 83170.7,
        'low': 83083.1,
        'open': 83106,
        'timestamp': 1741862280000,
        'volume': 1.65391908,
    },
    {
        'close': 83192.1,
        'high': 83210.6,
        'low': 83168.8,
        'open': 83170.7,
        'timestamp': 1741862340000,
        'volume': 1.13643934,
    },
    {
        'close': 83127.4,
        'high': 83243,
        'low': 83127.4,
        'open': 83192.1,
        'timestamp': 1741862400000,
        'volume': 2.25121638,
    },
    {
        'close': 83100.7,
        'high': 83127.4,
        'low': 83068.3,
        'open': 83127.4,
        'timestamp': 1741862460000,
        'volume': 2.49130932,
    },
    {
        'close': 83067.8,
        'high': 83114.9,
        'low': 83067.8,
        'open': 83100.7,
        'timestamp': 1741862520000,
        'volume': 2.66494488,
    },
    {
        'close': 83112.3,
        'high': 83132.9,
        'low': 83066.7,
        'open': 83067.8,
        'timestamp': 1741862580000,
        'volume': 1.1409189,
    },
    {
        'close': 83091.1,
        'high': 83129.2,
        'low': 83081.1,
        'open': 83112.3,
        'timestamp': 1741862640000,
        'volume': 1.35715138,
    },
    {
        'close': 83047.1,
        'high': 83092.3,
        'low': 83034.1,
        'open': 83091.1,
        'timestamp': 1741862700000,
        'volume': 1.89302062,
    },
    {
        'close': 83014.2,
        'high': 83049.9,
        'low': 83011.1,
        'open': 83047.1,
        'timestamp': 1741862760000,
        'volume': 1.36389158,
    },
    {
        'close': 83052.9,
        'high': 83052.9,
        'low': 82999.9,
        'open': 83014.2,
        'timestamp': 1741862820000,
        'volume': 1.98322492,
    },
    {
        'close': 83075.6,
        'high': 83099,
        'low': 83049.9,
        'open': 83052.9,
        'timestamp': 1741862880000,
        'volume': 2.33723336,
    },
    {
        'close': 83156.1,
        'high': 83165.5,
        'low': 83072.2,
        'open': 83075.6,
        'timestamp': 1741862940000,
        'volume': 1.45228104,
    },
    {
        'close': 83244.5,
        'high': 83285.6,
        'low': 83156,
        'open': 83156.1,
        'timestamp': 1741863000000,
        'volume': 8.86969562,
    },
    {
        'close': 83208.5,
        'high': 83277.3,
        'low': 83208.5,
        'open': 83244.5,
        'timestamp': 1741863060000,
        'volume': 2.36277618,
    },
    {
        'close': 83275.5,
        'high': 83275.5,
        'low': 83208.5,
        'open': 83208.5,
        'timestamp': 1741863120000,
        'volume': 1.5817376,
    },
    {
        'close': 83227.4,
        'high': 83309.4,
        'low': 83227.3,
        'open': 83275.5,
        'timestamp': 1741863180000,
        'volume': 2.26002724,
    },
    {
        'close': 83231.7,
        'high': 83231.9,
        'low': 83187.2,
        'open': 83227.4,
        'timestamp': 1741863240000,
        'volume': 1.97653202,
    },
    {
        'close': 83284,
        'high': 83289.7,
        'low': 83231.6,
        'open': 83231.7,
        'timestamp': 1741863300000,
        'volume': 2.07470604,
    },
    {
        'close': 83232.7,
        'high': 83293.9,
        'low': 83208.1,
        'open': 83284,
        'timestamp': 1741863360000,
        'volume': 2.25734164,
    },
    {
        'close': 83148.2,
        'high': 83232.7,
        'low': 83131.1,
        'open': 83232.7,
        'timestamp': 1741863420000,
        'volume': 2.37294372,
    },
    {
        'close': 83156.7,
        'high': 83175.7,
        'low': 83125,
        'open': 83148.2,
        'timestamp': 1741863480000,
        'volume': 1.80115618,
    },
    {
        'close': 83187.9,
        'high': 83194.5,
        'low': 83156.2,
        'open': 83156.7,
        'timestamp': 1741863540000,
        'volume': 0.46666856,
    },
    {
        'close': 83205.7,
        'high': 83205.7,
        'low': 83121.4,
        'open': 83187.9,
        'timestamp': 1741863600000,
        'volume': 2.16080056,
    },
    {
        'close': 83176.7,
        'high': 83237.8,
        'low': 83168.1,
        'open': 83205.7,
        'timestamp': 1741863660000,
        'volume': 1.4876338,
    },
    {
        'close': 83109.1,
        'high': 83176.7,
        'low': 83109,
        'open': 83176.7,
        'timestamp': 1741863720000,
        'volume': 2.63401534,
    },
    {
        'close': 83137,
        'high': 83137.1,
        'low': 83080.1,
        'open': 83109.1,
        'timestamp': 1741863780000,
        'volume': 5.5853807,
    },
    {
        'close': 83092.2,
        'high': 83143.9,
        'low': 83092.2,
        'open': 83137,
        'timestamp': 1741863840000,
        'volume': 1.46902838,
    },
    {
        'close': 83042.2,
        'high': 83132.3,
        'low': 83012.3,
        'open': 83092.2,
        'timestamp': 1741863900000,
        'volume': 14.3823572,
    },
    {
        'close': 83038,
        'high': 83070,
        'low': 83014.4,
        'open': 83042.2,
        'timestamp': 1741863960000,
        'volume': 1.34472174,
    },
    {
        'close': 83101.6,
        'high': 83109.4,
        'low': 83037.9,
        'open': 83038,
        'timestamp': 1741864020000,
        'volume': 1.53054362,
    },
    {
        'close': 83090.1,
        'high': 83135.9,
        'low': 83090.1,
        'open': 83101.6,
        'timestamp': 1741864080000,
        'volume': 1.93786534,
    },
    {
        'close': 83059.3,
        'high': 83116.6,
        'low': 83059.2,
        'open': 83090.1,
        'timestamp': 1741864140000,
        'volume': 1.57675428,
    },
    {
        'close': 83126.3,
        'high': 83126.3,
        'low': 83059.2,
        'open': 83059.3,
        'timestamp': 1741864200000,
        'volume': 1.25482886,
    },
    {
        'close': 83031.5,
        'high': 83126.4,
        'low': 83023.1,
        'open': 83126.3,
        'timestamp': 1741864260000,
        'volume': 3.2196783,
    },
    {
        'close': 83047.5,
        'high': 83047.5,
        'low': 83020.2,
        'open': 83031.5,
        'timestamp': 1741864320000,
        'volume': 3.28217414,
    },
    {
        'close': 83002.4,
        'high': 83054.2,
        'low': 83000,
        'open': 83047.5,
        'timestamp': 1741864380000,
        'volume': 1.24720696,
    },
    {
        'close': 83001.1,
        'high': 83006.5,
        'low': 82998.3,
        'open': 83002.4,
        'timestamp': 1741864440000,
        'volume': 0.42431094,
    },
]

function fmt (time) {
    return new Date(time).toLocaleString('en-US', {
        timeZone: 'Asia/Shanghai',
        hour12: false,
    }).substring(11, 16)
}

let it = {
    name: 'EMA',
    shortName: 'EMA',
    series: 'price',
    calcParams: [20],
    precision: 2,
    shouldOhlc: !0,
    figures: [
        //
        //     {
        //     key: 'ema1',
        //     title: 'EMA6: ',
        //     type: 'line',
        // }, {
        //     key: 'ema2',
        //     title: 'EMA12: ',
        //     type: 'line',
        // },
        //     {
        //     key: 'ema3',
        //     title: 'EMA20: ',
        //     type: 'line',
        // }
        {
            'key': 'ema20',
            'title': 'EMA20: ',
            'type': 'line',
        },
    ],
    regenerateFigures: function(t) {
        return t.map((function(t, e) {
                return {
                    key: 'ema'.concat(t),
                    title: 'EMA'.concat(t, ': '),
                    type: 'line',
                }
            }
        ))
    },
    // calc: function(t, e) {
    //     var n = e.calcParams
    //         , i = e.figures
    //         , o = 0
    //         , r = []
    //     return t.map((function(t, e) {
    //             var a = {}
    //                 , s = t.close
    //                 , time = t.timestamp
    //             return o += s,
    //                 n.forEach((function(t, n) {
    //                         t - 1 > e || (r[n] = e > t - 1 ? (2 * s + (t - 1) * r[n]) / (t + 1) : o / t,
    //                             a[i[n].key] = r[n], a['time'] = fmt(time))
    //                     }
    //                 )),
    //                 a
    //         }
    //     ))
    // },
     calc: function(data, indicator) {
         const periods = indicator.calcParams;
         const figures = indicator.figures;
         let sum = 0;
         let emaValues = [];

         return data.map((item, index) => {
             const result = {};
             const closePrice = item.close;
             const timestamp = item.timestamp;

             sum += closePrice;

             periods.forEach((period, periodIndex) => {
                 if (index < period - 1) {
                     return;
                 }

                 emaValues[periodIndex] = index > period - 1
                     ? (2 * closePrice + (period - 1) * emaValues[periodIndex]) / (period + 1)
                     : sum / period;

                 result[figures[periodIndex].key] = emaValues[periodIndex];
                 result['time'] = fmt(timestamp);
             });

             return result;
         });
     },
}

let res = it.calc(data, it)

// console.info(JSON.stringify(res, null, 2))

x = [], y = []

res.filter(e => e.time).forEach(function(e) {
    x.push(e.time)
    y.push(e.ema20)
})

console.info(JSON.stringify(x))
console.info(JSON.stringify(y))
console.info('最小值:', Math.min.apply(null, y))
console.info('最大值:', Math.max.apply(null, y))