rpa-robot/public/javascripts/EMA20.js

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        'volume': 10.28671872,
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        'close': 83430.7,
        'high': 83430.7,
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        'high': 83473.2,
        'low': 83348.3,
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        'volume': 5.41126194,
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        'timestamp': 1741859580000,
        'volume': 4.86852206,
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    {
        'close': 83348.3,
        'high': 83364,
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        'open': 83325,
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        'volume': 4.26269012,
    },
    {
        'close': 83350.3,
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        'high': 83416.9,
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        'close': 83462.9,
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    {
        'close': 83437.4,
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    {
        'close': 83457.9,
        'high': 83457.9,
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        'low': 83334.2,
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        'timestamp': 1741860360000,
        'volume': 2.37194966,
    },
    {
        'close': 83292.9,
        'high': 83345.9,
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        'open': 83340,
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        'volume': 3.9742597,
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        'close': 83289.6,
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        'volume': 2.53749888,
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        'volume': 3.60344886,
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        'high': 83332.2,
        'low': 83273.8,
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        'volume': 2.98789608,
    },
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        'low': 83304.4,
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        'timestamp': 1741860720000,
        'volume': 3.08507796,
    },
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        'close': 83322.4,
        'high': 83322.4,
        'low': 83302,
        'open': 83304.4,
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        'volume': 0.82112272,
    },
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        '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,
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        '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,
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        '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,
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        'timestamp': 1741861380000,
        'volume': 3.08298866,
    },
    {
        'close': 83244.3,
        'high': 83253.7,
        'low': 83223.3,
        'open': 83223.9,
        'timestamp': 1741861440000,
        'volume': 1.5052821,
    },
    {
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        'high': 83266.5,
        'low': 83244.3,
        'open': 83244.3,
        'timestamp': 1741861500000,
        'volume': 1.3484977,
    },
    {
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        'low': 83177,
        'open': 83244.3,
        'timestamp': 1741861560000,
        'volume': 5.23460736,
    },
    {
        'close': 83189.9,
        'high': 83205.7,
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        'open': 83177,
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        'volume': 4.89959926,
    },
    {
        'close': 83291.8,
        'high': 83293.5,
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        'open': 83189.9,
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        '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,
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        'open': 83297.1,
        'timestamp': 1741861800000,
        'volume': 5.32722432,
    },
    {
        'close': 83341.6,
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        'low': 83318.4,
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        'volume': 3.76302684,
    },
    {
        'close': 83280.1,
        'high': 83372.1,
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        'volume': 1.85741632,
    },
    {
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        'high': 83300.1,
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        'volume': 1.54301872,
    },
    {
        'close': 83100,
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        'low': 83100,
        'open': 83258.8,
        'timestamp': 1741862040000,
        'volume': 6.39705656,
    },
    {
        'close': 83074,
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        'open': 83100,
        'timestamp': 1741862100000,
        'volume': 8.94943748,
    },
    {
        'close': 83092.1,
        'high': 83099.6,
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        'open': 83074,
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        '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,
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        'volume': 1.65391908,
    },
    {
        'close': 83192.1,
        'high': 83210.6,
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        'volume': 1.13643934,
    },
    {
        'close': 83127.4,
        'high': 83243,
        'low': 83127.4,
        'open': 83192.1,
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        '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,
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        '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,
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        'volume': 1.5817376,
    },
    {
        'close': 83227.4,
        'high': 83309.4,
        'low': 83227.3,
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        'timestamp': 1741863180000,
        'volume': 2.26002724,
    },
    {
        'close': 83231.7,
        'high': 83231.9,
        'low': 83187.2,
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        'volume': 1.97653202,
    },
    {
        'close': 83284,
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        'open': 83231.7,
        'timestamp': 1741863300000,
        'volume': 2.07470604,
    },
    {
        'close': 83232.7,
        'high': 83293.9,
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        'timestamp': 1741863360000,
        'volume': 2.25734164,
    },
    {
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        'high': 83232.7,
        'low': 83131.1,
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        'volume': 2.37294372,
    },
    {
        'close': 83156.7,
        'high': 83175.7,
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        'volume': 1.80115618,
    },
    {
        'close': 83187.9,
        'high': 83194.5,
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        'open': 83156.7,
        'timestamp': 1741863540000,
        'volume': 0.46666856,
    },
    {
        'close': 83205.7,
        'high': 83205.7,
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        'volume': 2.16080056,
    },
    {
        'close': 83176.7,
        'high': 83237.8,
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        'volume': 1.4876338,
    },
    {
        'close': 83109.1,
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        'low': 83109,
        'open': 83176.7,
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        'volume': 2.63401534,
    },
    {
        'close': 83137,
        'high': 83137.1,
        'low': 83080.1,
        'open': 83109.1,
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        'volume': 5.5853807,
    },
    {
        'close': 83092.2,
        'high': 83143.9,
        'low': 83092.2,
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        '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,
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        'volume': 1.53054362,
    },
    {
        'close': 83090.1,
        'high': 83135.9,
        'low': 83090.1,
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        'volume': 1.93786534,
    },
    {
        'close': 83059.3,
        'high': 83116.6,
        'low': 83059.2,
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        'volume': 1.57675428,
    },
    {
        'close': 83126.3,
        'high': 83126.3,
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        'volume': 1.25482886,
    },
    {
        'close': 83031.5,
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        'low': 83023.1,
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        'volume': 3.2196783,
    },
    {
        'close': 83047.5,
        'high': 83047.5,
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        'volume': 3.28217414,
    },
    {
        'close': 83002.4,
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        '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(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))