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Copy pathgenBackTest.js
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215 lines (202 loc) · 5.92 KB
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"use strict";
function genBackTest(ohlcv, parentClass, from) {
return new (class BackTester extends parentClass {
constructor(allOhlcv, balance, commsion, maxPyramiding, from) {
super(allOhlcv);
this.from = from;
this.maxPyramiding = maxPyramiding;
this.balance = balance;
this.allOhlcv = allOhlcv.reverse();
// this.length = allOhlcv.length;
// this.ohlcv = [];
this.ohlcv = allOhlcv.slice(0, from);
this.open = [];
this.high = [];
this.low = [];
this.close = [];
this.volume = [];
this.parseOhlcv(ohlcv);
super.init(allOhlcv); //
}
runTest() {
// for??
const length = this.allOhlcv.length - this.ohlcv.length;
for (let i = 0; i < length; i++) {
super.next();
this.updateOhlcv();
this.updateDrawDown();
}
}
addOhlcv(ohlcv) {
this.ohlcv = ohlcv;
}
parseOhlcv(ohlcv) {
const length = ohlcv.length;
for (let i = 0; i < length; i++) {
const el = ohlcv[i];
this.open.push(el[0]);
this.high.push(el[1]);
this.low.push(el[2]);
this.close.push(el[3]);
this.volume.push(el[4]);
}
}
updateOhlcv() {
const next = this.allOhlcv.pop();
this.ohlcv.unshift(next); //nextOhlcv
// this.ohlcv.push(next); //nextOhlcv
this.length--;
this.count++;
}
updateDrawDown() {
const dd =
this.maxBalance - this.provisionalBalance[this.ohlcv.length - 1];
if (dd - this.maxDD > 0) this.maxDD = dd;
}
})(ohlcv, from);
}
class TradeManagement {
constructor() {
// this.profit = 0
// this.loss = 0
// this.dd = 0
this.buyPnL = [];
this.sellPnL = [];
this.maxDD = 0;
this.maxBalance = this.balance;
this.provisionalBalance = [this.balance];
this.position = { timestamp: 0, qty: 0, aveOpenPrice: 0 };
}
entry(qty) {
// const prevQty = this.position['qty'];
// const qty = ordQty > 0 ? -ordQty : ordQty;
// this._entry(qty, (ordQty > 0 ? 1 : -1) * prevQty);
return qty > 0 ? this.buy(qty) : this.sell(qty);
}
_entry(qty, prevQty) {
const length = this.open.length;
if (qty == 0) return;
const open = this.allOhlcv[length - 1][0];
// buyposition
let pnl = 0;
if (prevQty < 0) {
pnl = this.recordPnL(open, prevQty);
this.position["aveOpenPrice"] = open;
this.position["qty"] = qty;
}
//sellposition
/**@todo */
if (prevQty > 0) {
if (Math.abs(qty) >= this.maxPyramiding) return;
this.position["timestamp"] = length;
this.position["aveOpenPrice"] =
(this.position["aveOpenPrice"] * prevQty + open * qty) /
(prevQty + qty);
this.position["qty"] += qty;
}
return pnl;
}
buy(qty) {
const prevQty = this.position["qty"];
const pnl = this._entry(qty, prevQty);
this.sellPnL[this.ohlcv.length - 1] = pnl;
this.updateBalance(pnl);
}
sell(ordQty) {
const qty = ordQty > 0 ? -ordQty : ordQty;
const prevQty = this.position["qty"];
const pnl = this._entry(qty, -prevQty);
this.buyPnL[this.ohlcv.length - 1] = pnl;
this.updateBalance(pnl);
// /*
// const qty = ordQty > 0 ? -ordQty : ordQty;
// const originQty = this.position['qty'];
// const open = this.allOhlcv[this.length - 1][0]
// // buyposition
// if (originQty > 0) {
// this.recordPnL(open, originQty);
// this.position['aveOpenPrice'] = open;
// this.position['qty'] = qty;
// }
// //sellposition
// /**@todo */
// if (originQty < 0) {
// if (Math.abs(qty) >= this.maxPyramiding) return
// this.position['timestamp'] = length;
// this.position['aveOpenPrice'] = (this.position['aveOpenPrice'] * originQty + open * qty) / (originQty + qty)
// this.position['qty'] += qty;
// }
}
updateBalance(pnl) {
const length = this.provisionalBalance.length;
this.provisionalBalance[length - 1] =
this.provisionalBalance[length - 2] + pnl;
}
getBalance() {
return this.provisionalBalance[this.ohlcv.length - 1];
}
recordPnl(exitPrice, qty) {
return qty * (exitPrice - this.position["aveOpenPrice"]);
}
valuate() {
//buyPnl
const winBuyPnl = this.buyPnL.filter((el) => el > 0);
const lossBuyPnl = this.buyPnL.filter((el) => el < 0);
// const nonZeroSellPnl = this.sellPnL.filter(el => el > 0)
const tradeCount = winBuyPnl.length + nonZeroSellPnl.length;
//
const buyWinRatio = winBuyPnl.length / lossBuyPnl.length;
//
const buyProfit = winBuyPnL.reduce(accu, (current) => accu + current);
//
const buyLoss = lossBuyPnL.reduce(accu, (current) => accu + current);
//
const totalReturn = this.provisionalBalance[
this.provisionalBalance.length - 1
];
//
//DD:
const maxDD = this.maxDD;
}
}
class Strategy extends TradeManagement {
constructor(balance, commsion) {
super(balance, commsion);
// this.profit = 0
// this.loss = 0
// this.dd = 0
}
sma() {}
//nextStrategy
next() {
//
}
setUnusedLength() {}
init() {}
}
class MyStrategy extends Strategy {
constructor(...args) {
super(...args);
}
//
next() {
//nextStrategy
// super.next()
// super.buy()
}
// innji
init() {}
/* addOhlcv() {
super.addOhlcv()
console.log('addOhlcv in myStrategy');
} */
}
const bt = genBackTest([1, 2, 3, 4, 5], MyStrategy);
console.log("bt :>> ", bt);
console.log("bt instanceof MyStrategy :>> ", bt instanceof MyStrategy);
console.log("bt instanceof Strategy :>> ", bt instanceof Strategy);
console.log("bt.sma() :>> ", bt.sma());
console.log("bt.next() :>> ", bt.next());
console.log("bt.addOhlcv([0,32,21,1,2]) :>> ", bt.addOhlcv([0, 32, 21, 1, 2]));
console.log("bt.ohlcv :>> ", bt.ohlcv);
console.log("bt.buyEntry :>> ", bt.buyEntry);