数字货币定投策略回测
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手机阅读
本文目录结构
注意：结果不给力
做止盈止损这种虽然下跌时候赚钱，但是大涨的时候，可能还亏钱，程序内有点逻辑出现 BUG
从 2018 年的年初最高点 BTC 买入到现在 7000 的价格，
按照这个策略去投，每天定投 20USDT，几个月之后，几乎无亏损；
熊市结果还是很不错；
但是长线定投的时候，按照最近 2 年，2016 年到 2018 年，这种定投时间段，效果就不给力了，
感觉是一个不错的熊市策略，但是牛市不行；悲催 – -、
仅仅当做记录，代码如下
//BTC 2017-12-16最高点 19299 美元开始定投到 - 降到现在6939美元
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[1529427896000, 1.00], [1529514296000, 1.00], [1529600666000, 1.00], [1529687096000, 1.00], [1529773496000, 1.00], [1529859896000, 1.00], [1529946296000, 1.00], [1530032696000, 1.00], [1530119096000, 1.00], [1530205496000, 1.00], [1530291897000, 1.00], [1530378297000, 1.00], [1530464696000, 1.00], [1530551097000, 1.00], [1530637496000, 1.00], [1530723896000, 1.00], [1530810296000, 1.00], [1530896697000, 1.00], [1530983096000, 1.00], [1531069496000, 1.00], [1531155896000, 1.00], [1531242296000, 1.00], [1531328397000, 1.00], [1531415022000, 1.00], [1531501382000, 1.00], [1531587866000, 1.00], [1531674266000, 1.00], [1531760666000, 1.00], [1531847066000, 1.00], [1531933466000, 1.00], [1532019866000, 1.00], [1532106267000, 1.00], [1532192666000, 1.00], [1532279066000, 1.00], [1532365466000, 1.00], [1532451866000, 1.00], [1532538266000, 1.00], [1532624666000, 1.00], [1532711066000, 1.00], [1532797466000, 1.00], [1532883866000, 1.00], [1532970266000, 1.00], [1533056666000, 1.00], [1533143066000, 1.00], [1533229467000, 1.00], [1533315866000, 1.00], [1533402266000, 1.00], [1533488666000, 1.00], [1533575066000, 1.00], [1533661421000, 1.00], [1533747867000, 1.00], [1533834266000, 1.00], [1533920666000, 1.00], [1534007066000, 1.00], [1534093466000, 1.00], [1534179867000, 1.00], [1534266267000, 1.00], [1534352666000, 1.00], [1534439066000, 1.00], [1534525467000, 1.00], [1534611867000, 1.00], [1534698266000, 1.00], [1534784666000, 1.00], [1534871066000, 1.00], [1534957466000, 1.00], [1535043866000, 1.00], [1535130266000, 1.00], [1535216666000, 1.00], [1535303066000, 1.00], [1535389466000, 1.00], [1535475867000, 1.00], [1535562266000, 1.00], [1535631791000, 1.00]],
"vol_usd": [[1513530254000, 13785200000], [1513616654000, 13935800000], [1513703054000, 16050200000], [1513789454000, 22161900000], [1513875855000, 17621200000], [1513962256000, 19530600000], [1514048657000, 15341800000], [1514135056000, 11991200000], [1514221462000, 10572600000], [1514307861000, 13048000000], [1514394261000, 11511700000], [1514480660000, 12163600000], [1514567062000, 12445500000], [1514653461000, 13919300000], [1514739862000, 13083000000], [1514826261000, 9547980000], [1514912660000, 18755900000], [1514999060000, 17922500000], [1515085461000, 20952700000], [1515171561000, 22466800000], [1515257958000, 20220600000], [1515344660000, 15897400000], [1515431097000, 6045342693.71686], [1515517497000, 5460531976.014013], [1515603897000, 18117000000], [1515690298000, 6813707504.475638], [1515776698000, 5103051417.8562355], [1515863097000, 3892944864.1619554], [1515949497000, 3776786804.7236676], [1516035898000, 3985066959.7812276], [1516122298000, 7035843455.815421], [1516208697000, 9827033118.514456], [1516295098000, 8268598940.480916], [1516381498000, 5075527324.332989], [1516467898000, 5221953722.293799], [1516554297000, 4666948898.992569], [1516640698000, 9346290000], [1516727098000, 5722857716.427507], [1516813498000, 3153258202.500999], [1516899897000, 3383528066.794372], [1516986298000, 4893561157.255445], [1517072698000, 3445623534.4350557], [1517159098000, 9074441513.301668], [1517245498000, 7181940000], [1517331898000, 7187410000], [1517418297000, 9472900000], [1517504699000, 8439230000], [1517591098000, 13752500000], [1517677498000, 7777140000], [1517763898000, 6732323240.885495], [1517850297000, 7715720000], [1517936698000, 13731300000], [1518023097000, 10732200000], [1518109498000, 10511292266.471413], [1518195898000, 7795650710.009166], [1518282298000, 8246768385.072687], [1518368698000, 7241030515.697452], [1518455098000, 6326099392.747569], [1518541498000, 6453889779.309274], [1518627899000, 8007353125.183114], [1518714298000, 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[1521133499000, 8238863798.595153], [1521219897000, 6125374216.310501], [1521306298000, 4727769823.302301], [1521392698000, 5554676102.552807], [1521479098000, 7739120321.447537], [1521565498000, 6639699068.019078], [1521651898000, 6655384385.434742], [1521738298000, 6055604037.729397], [1521824698000, 5760310382.85865], [1521911098000, 6323885601.022917], [1521997498000, 5170252142.319469], [1522083899000, 5384074608.499685], [1522170297000, 6440974530.757729], [1522256697000, 5352828007.306588], [1522343098000, 5776835777.856059], [1522429499000, 7501769319.149553], [1522515898000, 5295777535.007373], [1522602298000, 4711214258.823667], [1522688698000, 4638807560.003491], [1522775098000, 5535354131.751965], [1522861497000, 5337603784.780071], [1522947897000, 5874638492.657438], [1523034298000, 4227312595.1056986], [1523120698000, 4268171344.09488], [1523207099000, 3859772360.161975], [1523293497000, 4856084836.566156], [1523379898000, 4507262323.347402], [1523466297000, 4495334377.619384], [1523552699000, 8882208345.478918], [1523639098000, 8437198446.10381], [1523725498000, 6225748418.914432], [1523811898000, 5650549587.374457], [1523898299000, 5860376430.086735], [1523984698000, 6855095190.883667], [1524071098000, 6982296497.655257], [1524157498000, 7770303721.922134], [1524243898000, 8149893316.303956], [1524330299000, 9116061403.979181], [1524416699000, 7140047526.031059], [1524503099000, 7253951284.503153], [1524589498000, 9574598797.566847], [1524675898000, 12520386321.425196], [1524762297000, 9280390646.012598], [1524848699000, 8312843023.159257], [1524935098000, 8728898510.507645], [1525021498000, 9016571052.735447], [1525107899000, 8242812648.297266], [1525194297000, 8314063027.3472], [1525280698000, 6780848518.496947], [1525367098000, 9135435923.065165], [1525453498000, 9231245066.785067], [1525539898000, 7933359328.908642], [1525626298000, 7743312263.4674425], [1525712697000, 7391699810.050773], [1525799099000, 7544526362.578444], [1525885498000, 7381974699.270453], [1525971898000, 6823158698.806506], [1526058299000, 9267249581.29556], [1526144698000, 7461754931.079817], [1526231098000, 5897879354.312901], [1526317499000, 7944220780.5615], [1526403899000, 7110708367.789153], [1526490299000, 7247314365.206509], [1527699896000, 5223163313.861939], [1527786296000, 5161769300.639363], [1527872696000, 5261834978.662544], [1527959096000, 5104752872.958763], [1528045496000, 5187726639.352945], [1528131896000, 5243135689.841504], [1528218296000, 5167579064.40362], [1528304696000, 4847491668.112579], [1528391096000, 5679689259.114932], [1528477496000, 4624548914.125527], [1528563896000, 3992805672.891175], [1528650296000, 4675377445.04964], [1528736696000, 6102465120.617255], [1528823096000, 4480617570.59565], [1528909496000, 5455128122.42234], [1528995896000, 5232964789.544486], [1529082296000, 4622025696.061024], [1529168696000, 3615561445.026817], [1529255096000, 3209110143.8810997], [1529341496000, 3732388090.6970463], [1529427896000, 4310893833.524231], [1529514296000, 3971548570.289818], [1529600666000, 3539037949.152267], [1529687096000, 4562063091.709525], [1529773496000, 3833494078.3603706], [1529859896000, 4226647132.71707], [1529946296000, 5505284434.970645], [1530032696000, 4327266535.729973], [1530119096000, 3594608713.0808935], [1530205496000, 3171461382.236039], [1530291897000, 3807376524.390637], [1530378297000, 5040746048.931525], [1530464696000, 3413391728.6598434], [1530551097000, 4268080376.864214], [1530637496000, 4037798697.6463213], [1530723896000, 4487593669.222654], [1530810296000, 4173394585.228833], [1530896697000, 4082899435.0227933], [1530983096000, 3703783882.545808], [1531069496000, 3602394369.007739], [1531155896000, 3344359996.4214582], [1531242296000, 3899714319.5466533], [1531328397000, 3291760961.872437], [1531415022000, 2953956104.1189103], [1531501382000, 3007985306.743002], [1531587866000, 3096039748.6770926], [1531674266000, 2926637613.9563622], [1531760666000, 3836645710.2820854], [1531847066000, 3926981057.6016374], [1531933466000, 6379766961.4995775], [1532019866000, 5388036339.567731], [1532106267000, 4728876277.703505], [1532192666000, 4111377800.5480127], [1532279066000, 3515293426.172337], [1532365466000, 4816895757.315796], [1532451866000, 6479921094.883971], [1532538266000, 5680932954.500195], [1532624666000, 4490104873.131306], [1532711066000, 5407329957.061505], [1532797466000, 3643564665.7703376], [1532883866000, 3547436799.037858], [1532970266000, 3861391921.799101], [1533056666000, 5011948187.569835], [1533143066000, 4162998035.577149], [1533229467000, 3758673747.5378733], [1533315866000, 3919606303.5750566], [1533402266000, 3710789975.19755], [1533488666000, 3071567654.694351], [1533575066000, 3138434955.6108813], [1533661421000, 3612358403.8015347], [1533747867000, 4546323472.360269], [1533834266000, 3937586046.8496323], [1533920666000, 3593843718.19468], [1534007066000, 3731371185.179549], [1534093466000, 3331817196.182767], [1534179867000, 3515174618.628518], [1534266267000, 5017664574.933824], [1534352666000, 4393150482.916972], [1534439066000, 3953325232.54109], [1534525467000, 4567389330.418232], [1534611867000, 3767591522.4959583], [1534698266000, 2931947275.7523236], [1534784666000, 3127764296.8631654], [1534871066000, 3230719939.737575], [1534957466000, 3477309879.8525176], [1535043866000, 3220435754.3102713], [1535130266000, 3095185747.7872143], [1535216666000, 3192398671.3631873], [1535303066000, 2867978924.9789433], [1535389466000, 3080756756.985261], [1535475867000, 4047160679.910816], [1535562266000, 3808893890.5135303], [1535631791000, 3652143981.43766]]
};
let BigNumber = require('bignumber.js');
let pricesAry = [];
/*
* BTC 6939
* ETH 282
* EOS 5.83
* LTC 60.02
* ETC 12.66
* */
let coinPrices = 7000;//当前虚拟币的价格
let baseUsdt = 12000;
let standard = 20;//每天买多少USDT的虚拟币
let step = 3;//波动的幅度
console.log(`账上初始金额:${baseUsdt} USDT / ${parseFloat(baseUsdt * 6.84).toFixed(2)} RMB`);
data.price_usd.forEach(ele => {
let tempObj = {
timestamp: ele[0],
timeBeau: unix2human(ele[0]),
price: ele[1],//虚拟币单价
isD: {
falg: false,//是否操作了 止盈损
amount: 0,//卖出数量
price: 0,//卖出价格
usdt: 0,//卖出虚拟币得到的USDT
},
isC: {
falg: false,//是否操作了 止盈损
amount: 0,//卖出数量
price: 0,//卖出价格
usdt: 0,//卖出虚拟币得到的USDT
},
isB: {
falg: false,//是否操作了 止盈损
amount: 0,//卖出数量
price: 0,//卖出价格
usdt: 0,//卖出虚拟币得到的USDT
},
isA: {
falg: false,//是否操作了 止盈损
amount: 0,//卖出数量
price: 0,//卖出价格
usdt: 0,//卖出虚拟币得到的USDT
}
};
// 止盈或者止损
pricesAry.forEach(item => {
// item.price;
let val = getProfit(ele[1], item.price);
let lv01 = 8,
lv02 = 12,
lv03 = 18,
lv04 = 28;
let price = ele[1];
let isSellA = ((val > lv01) || val < -lv01);
let isSellB = ((val > lv02) || val < -lv02);
let isSellC = ((val > lv03) || val < -lv03);
let isSellD = ((val > lv04) || val < -lv04);
let isGo = true;
if (item.isA.falg === false && isSellA && isGo) {
isGo = false;
let amount = item.amount / 5;
let usdt = amount * price; //卖出虚拟币得到的USDT
item.isA = {
falg: true,//是否操作了 止盈损
amount: amount,//卖出数量
price: price,//卖出价格
usdt: usdt,//卖出虚拟币得到的USDT
};
item.todayBuyCoinBalance = BigNumber(item.todayBuyCoinBalance).minus(amount).toString();
item.sellUsdt = BigNumber(item.sellUsdt).plus(usdt).toString();
}
if (item.isB.falg === false && isSellB && isGo) {
isGo = false;
let amount = item.amount / 4;
let usdt = amount * price; //卖出虚拟币得到的USDT
item.isB = {
falg: true,//是否操作了 止盈损
amount: amount,//卖出数量
price: price,//卖出价格
usdt: usdt,//卖出虚拟币得到的USDT
};
item.todayBuyCoinBalance = BigNumber(item.todayBuyCoinBalance).minus(amount).toString();
item.sellUsdt = BigNumber(item.sellUsdt).plus(usdt).toString();
}
if (item.isC.falg === false && isSellC && isGo) {
isGo = false;
let amount = item.amount / 3;
let usdt = amount * price; //卖出虚拟币得到的USDT
item.isC = {
falg: true,//是否操作了 止盈损
amount: amount,//卖出数量
price: price,//卖出价格
usdt: usdt,//卖出虚拟币得到的USDT
};
item.todayBuyCoinBalance = BigNumber(item.todayBuyCoinBalance).minus(amount).toString();
item.sellUsdt = BigNumber(item.sellUsdt).plus(usdt).toString();
}
if (item.isD.falg === false && isSellD && isGo) {
isGo = false;
let amount = item.amount / 3;
let usdt = amount * price; //卖出虚拟币得到的USDT
item.isD = {
falg: true,//是否操作了 止盈损
amount: amount,//卖出数量
price: price,//卖出价格
usdt: usdt,//卖出虚拟币得到的USDT
};
item.todayBuyCoinBalance = BigNumber(item.todayBuyCoinBalance).minus(amount).toString();
item.sellUsdt = BigNumber(item.sellUsdt).plus(usdt).toString();
}
});
//加大或者减小 买入量
let nowPrice = ele[1];
let AAA = pricesAry.length - 1;
let BBB = pricesAry.length - 5;
let CCC = pricesAry.length - 7;
let DDD = pricesAry.length - 15;
let yesterdayA = pricesAry[AAA] ? pricesAry[AAA].price : ele[1];
let yesterdayB = pricesAry[BBB] ? pricesAry[BBB].price : ele[1];
let yesterdayC = pricesAry[CCC] ? pricesAry[CCC].price : ele[1];
let yesterdayD = pricesAry[DDD] ? pricesAry[DDD].price : ele[1];
let lv1 = getProfit(nowPrice, yesterdayA);
let lv2 = getProfit(nowPrice, yesterdayB);
let lv3 = getProfit(nowPrice, yesterdayC);
let lv4 = getProfit(nowPrice, yesterdayD);
let todayBuy = standard;
let lv1Val = 10,
lv2Val = 15,
lv3Val = 25,
lv4Val = 30;
if (lv1 > lv1Val) {
todayBuy = todayBuy - step;
} else if (lv1 < -lv1Val) {
todayBuy = todayBuy + step;
}
if (lv2 > lv2Val) {
todayBuy = todayBuy - step * 2;
} else if (lv2 < -lv2Val) {
todayBuy = todayBuy + step * 2;
}
if (lv3 > lv3Val) {
todayBuy = todayBuy - step * 3;
} else if (lv3 < -lv3Val) {
todayBuy = todayBuy + step * 3;
}
if (lv4 > lv4Val) {
todayBuy = todayBuy - step * 4;
} else if (lv4 < -lv4Val) {
todayBuy = todayBuy + step * 4;
}
// console.log(todayBuy);
tempObj.usdt = todayBuy;//买多少USDT的虚拟币
tempObj.amount = tempObj.usdt / ele[1];//用USDT买了多少虚拟币；
tempObj.todayBuyCoinBalance = tempObj.amount;//本日买的虚拟币还剩多少
baseUsdt = baseUsdt - tempObj.usdt;
tempObj.sellUsdt = 0;//卖多少USDT的虚拟币
pricesAry.push(tempObj);
});
// console.log(pricesAry);
let totalSell=0;
let amount = 0;
let total = 0;
pricesAry.forEach(item => {
totalSell = BigNumber(totalSell).plus(item.sellUsdt).toNumber();
total = BigNumber(total).plus(item.usdt).toNumber();
amount = BigNumber(amount).plus(item.todayBuyCoinBalance).toNumber();
});
console.log(`
一共定投 ${pricesAry.length} 天
买币花费：${total}USDT / ${parseFloat(total * 6.84).toFixed(2)} RMB
`);
console.log(`账户剩余金额:${baseUsdt}USDT / ${parseFloat(baseUsdt * 6.84).toFixed(2)} RMB
账户持币数量：${amount}
当前市值：${parseFloat(coinPrices * amount).toFixed(2)} USDT
卖币得的USDT：${totalSell} / ${parseFloat(totalSell * 6.84).toFixed(2)} RMB
利润：${parseFloat((coinPrices * amount) +totalSell - total ).toFixed(2)} USDT
收益：${parseFloat(((coinPrices * amount) +totalSell - total) / total * 100).toFixed(4)}%
--------- 总结 ------------
投入=> ${parseFloat(total * 6.84).toFixed(2)} RMB
利润=> ${parseFloat(((coinPrices * amount)+totalSell - total) * 6.84).toFixed(2)} RMB
`);
function unix2human(v) {
let dateObj = new Date(v);
let UnixTimeToDate = dateObj.getFullYear() + '/'
+ (dateObj.getMonth() + 1) + '/'
+ dateObj.getDate() + ' '
+ dateObj.getHours() + ':' +
dateObj.getMinutes() + ':' +
dateObj.getSeconds();
return UnixTimeToDate;
};
function getProfit(now, before) {
return BigNumber(now).minus(before).dividedBy(before).multipliedBy(100).toString();
}
