From 69b3f33dce93cadfe7cba22cdd36d29ba5cf60a1 Mon Sep 17 00:00:00 2001 From: egisz Date: Wed, 22 Apr 2020 12:30:55 +0300 Subject: [PATCH 01/41] Enable short/long trades without exit of open trade --- src/dict/exchange_position.js | 4 ++-- src/modules/pairs/pair_state_execution.js | 10 +++++++++- 2 files changed, 11 insertions(+), 3 deletions(-) diff --git a/src/dict/exchange_position.js b/src/dict/exchange_position.js index 57e883cac..444dae159 100644 --- a/src/dict/exchange_position.js +++ b/src/dict/exchange_position.js @@ -3,7 +3,7 @@ const Position = require('./position'); module.exports = class ExchangePosition { constructor(exchange, position) { if (!(position instanceof Position)) { - throw 'TypeError: invalid position'; + throw new Error(`TypeError: invalid position`); } this._exchange = exchange; @@ -11,7 +11,7 @@ module.exports = class ExchangePosition { } getKey() { - return this._exchange + this._position.symbol; + return this._exchange + this._position.symbol + this._position.side; } getExchange() { diff --git a/src/modules/pairs/pair_state_execution.js b/src/modules/pairs/pair_state_execution.js index 73e7d9503..477874cfa 100644 --- a/src/modules/pairs/pair_state_execution.js +++ b/src/modules/pairs/pair_state_execution.js @@ -37,7 +37,7 @@ module.exports = class PairStateExecution { async onSellBuyPair(pair, side) { const position = await this.exchangeManager.getPosition(pair.exchange, pair.symbol); - if (position) { + if (position && position.side === side) { this.pairStateManager.clear(pair.exchange, pair.symbol); this.logger.debug(`block ${side} order; open position:${JSON.stringify([pair.exchange, pair.symbol])}`); return; @@ -64,6 +64,10 @@ module.exports = class PairStateExecution { `Pair State: Create position open order: ${JSON.stringify([pair.exchange, pair.symbol, side, pair.options])}` ); + if (position) { + // If we have open position and we want to switch short/long, we need to add position size to order size + pair.options.positionAmount = position.amount; + } const exchangeOrder = await this.executeOrder(pair.exchange, pair.symbol, side, pair.options); if (exchangeOrder) { @@ -304,6 +308,10 @@ module.exports = class PairStateExecution { return undefined; } + if (options && options.positionAmount) { + orderSize = parseFloat(orderSize) + Math.abs(options.positionAmount); + } + // inverse price for short if (side === 'short') { orderSize *= -1; From 5f0ec1e34c58d8264fdf6a774d1b034bcb944eaa Mon Sep 17 00:00:00 2001 From: egisz Date: Thu, 23 Apr 2020 13:18:48 +0300 Subject: [PATCH 02/41] fix eslint errors --- src/modules/pairs/pair_state_execution.js | 7 ++++--- 1 file changed, 4 insertions(+), 3 deletions(-) diff --git a/src/modules/pairs/pair_state_execution.js b/src/modules/pairs/pair_state_execution.js index 477874cfa..7eb3656fb 100644 --- a/src/modules/pairs/pair_state_execution.js +++ b/src/modules/pairs/pair_state_execution.js @@ -64,12 +64,13 @@ module.exports = class PairStateExecution { `Pair State: Create position open order: ${JSON.stringify([pair.exchange, pair.symbol, side, pair.options])}` ); + const pairOptions = pair.options; if (position) { // If we have open position and we want to switch short/long, we need to add position size to order size - pair.options.positionAmount = position.amount; - } - const exchangeOrder = await this.executeOrder(pair.exchange, pair.symbol, side, pair.options); + pairOptions.positionAmount = position.amount; + } + const exchangeOrder = await this.executeOrder(pair.exchange, pair.symbol, side, pairOptions); if (exchangeOrder) { if (exchangeOrder.shouldCancelOrderProcess()) { // check if we need to to cancel the process From 658dfa5e11bdbdd8112214df05bf5c7b2235828b Mon Sep 17 00:00:00 2001 From: egisz Date: Fri, 27 Nov 2020 14:57:51 +0200 Subject: [PATCH 03/41] fix conflicts with upstream, add tests --- src/dict/exchange_position.js | 4 +- src/dict/position.js | 10 ++- src/modules/pairs/pair_state_execution.js | 10 ++- .../pairs/pair_state_execution.test.js | 65 +++++++++++++++++++ 4 files changed, 78 insertions(+), 11 deletions(-) diff --git a/src/dict/exchange_position.js b/src/dict/exchange_position.js index 444dae159..43e797c82 100644 --- a/src/dict/exchange_position.js +++ b/src/dict/exchange_position.js @@ -11,7 +11,7 @@ module.exports = class ExchangePosition { } getKey() { - return this._exchange + this._position.symbol + this._position.side; + return this._exchange + this._position.getSymbol() + this._position.getSide(); } getExchange() { @@ -23,6 +23,6 @@ module.exports = class ExchangePosition { } getSymbol() { - return this._position.symbol; + return this._position.getSymbol(); } }; diff --git a/src/dict/position.js b/src/dict/position.js index ecca09eab..8eb202385 100644 --- a/src/dict/position.js +++ b/src/dict/position.js @@ -18,7 +18,7 @@ module.exports = class Position { * @param raw */ constructor(symbol, side, amount, profit, updatedAt, entry, createdAt, raw = undefined) { - if (!['long', 'short'].includes(side)) { + if (![Position.SIDE_LONG, Position.SIDE_SHORT].includes(side)) { throw new Error(`Invalid position direction given:${side}`); } @@ -41,11 +41,11 @@ module.exports = class Position { } isShort() { - return this.getSide() === 'short'; + return this.getSide() === Position.SIDE_SHORT; } isLong() { - return this.getSide() === 'long'; + return this.getSide() === Position.SIDE_LONG; } getAmount() { @@ -64,6 +64,10 @@ module.exports = class Position { return this.entry; } + getSide() { + return this.side; + } + getCreatedAt() { return this.createdAt; } diff --git a/src/modules/pairs/pair_state_execution.js b/src/modules/pairs/pair_state_execution.js index edfd2cd74..267d930e2 100644 --- a/src/modules/pairs/pair_state_execution.js +++ b/src/modules/pairs/pair_state_execution.js @@ -60,14 +60,12 @@ module.exports = class PairStateExecution { ])}` ); - const pairOptions = pair.options; if (position) { // If we have open position and we want to switch short/long, we need to add position size to order size - pairState.positionAmount = position.getAmount(); + pairState.options = pairState.options || {}; + pairState.options.positionAmount = position.getAmount(); } const exchangeOrder = await this.pairStateExecuteOrder(pairState); - - const exchangeOrder = await this.executeOrder(pair.exchange, pair.symbol, side, pairOptions); if (exchangeOrder) { if (exchangeOrder.shouldCancelOrderProcess()) { // check if we need to to cancel the process @@ -278,8 +276,8 @@ module.exports = class PairStateExecution { return; } - if (pair.positionAmount) { - orderSize = parseFloat(orderSize) + Math.abs(pair.positionAmount); + if (options.positionAmount) { + orderSize = parseFloat(orderSize) + Math.abs(options.positionAmount); } // inverse price for short diff --git a/test/modules/pairs/pair_state_execution.test.js b/test/modules/pairs/pair_state_execution.test.js index 972eb5d8e..40f0df3c0 100644 --- a/test/modules/pairs/pair_state_execution.test.js +++ b/test/modules/pairs/pair_state_execution.test.js @@ -69,6 +69,71 @@ describe('#pair state execution', function() { assert.equal(myOrder.hasAdjustedPrice(), false); }); + it('test limit open order trigger for long when we have short position', async () => { + let myOrder; + + const executor = new PairStateExecution( + undefined, + { + calculateOrderSizeCapital: () => { + return 1337; + } + }, + { + executeOrder: (exchange, order) => { + myOrder = order; + return undefined; + } + }, + undefined + ); + + await executor.pairStateExecuteOrder( + PairState.createLong('exchange', 'BTCUSD', OrderCapital.createAsset(1369), {positionAmount: -1337}, true, () => {}) + ); + + assert.equal(myOrder.symbol, 'BTCUSD'); + assert.equal(myOrder.side, 'long'); + assert.equal(myOrder.price, undefined); + assert.equal(myOrder.amount, 1337*2); + assert.equal(myOrder.type, 'limit'); + assert.equal(myOrder.options.post_only, true); + assert.equal(myOrder.hasAdjustedPrice(), true); + }); + + + it('test limit open order trigger for short when we have long position', async () => { + let myOrder; + + const executor = new PairStateExecution( + undefined, + { + calculateOrderSizeCapital: () => { + return 1337; + } + }, + { + executeOrder: (exchange, order) => { + myOrder = order; + return undefined; + } + }, + undefined + ); + + await executor.pairStateExecuteOrder( + PairState.createShort('exchange', 'BTCUSD', OrderCapital.createAsset(1369), {positionAmount: 1337}, true, () => {}) + ); + + assert.equal(myOrder.symbol, 'BTCUSD'); + assert.equal(myOrder.side, 'short'); + assert.equal(myOrder.price, undefined); + assert.equal(myOrder.amount, -1337*2); + assert.equal(myOrder.type, 'limit'); + assert.equal(myOrder.options.post_only, true); + assert.equal(myOrder.hasAdjustedPrice(), true); + }); + it('test limit open order trigger for short', async () => { let myOrder; From 38df5313576cef1daaec52bb084c21f9ae41a05c Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 30 Nov 2021 16:12:59 +0000 Subject: [PATCH 04/41] Add debug information to the notifier --- src/modules/listener/tick_listener.js | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index e74dd4c63..c29adff38 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -153,7 +153,9 @@ module.exports = class TickListener { this.logger.info( [new Date().toISOString(), signal, strategyKey, symbol.exchange, symbol.symbol, ticker.ask].join(' ') ); - this.notifier.send(`[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask}`); + this.notifier.send( + `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} - ${result.getDebug()}` + ); this.signalLogger.signal( symbol.exchange, symbol.symbol, From 0a51d4ce661d5c083dfc07270bd5e247c953a2af Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 30 Nov 2021 16:32:02 +0000 Subject: [PATCH 05/41] Add debug information to the notifier also in `visitStrategy` --- src/modules/listener/tick_listener.js | 4 +++- 1 file changed, 3 insertions(+), 1 deletion(-) diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index c29adff38..7d5189bf8 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -80,7 +80,9 @@ module.exports = class TickListener { // console.log('blocked') } else { this.notified[symbol.exchange + symbol.symbol + strategyKey] = new Date(); - this.notifier.send(`[${signal} (${strategyKey})` + `] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask}`); + this.notifier.send( + `[${signal} (${strategyKey})` + `] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} - ${result.getDebug()}` + ); // log signal this.signalLogger.signal( From 2b1b72f2dc01a0616e26c74ded2362370aa9d79f Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 30 Nov 2021 16:51:59 +0000 Subject: [PATCH 06/41] Refactor debug information on the notifier to use a message configured on the strategy options. --- src/modules/listener/tick_listener.js | 12 ++++++++++-- 1 file changed, 10 insertions(+), 2 deletions(-) diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index 7d5189bf8..08e2b2ab6 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -80,8 +80,9 @@ module.exports = class TickListener { // console.log('blocked') } else { this.notified[symbol.exchange + symbol.symbol + strategyKey] = new Date(); + const debugMessage = this.getResultDebugMessage(strategy.options); this.notifier.send( - `[${signal} (${strategyKey})` + `] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} - ${result.getDebug()}` + `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} ${debugMessage}` ); // log signal @@ -155,9 +156,12 @@ module.exports = class TickListener { this.logger.info( [new Date().toISOString(), signal, strategyKey, symbol.exchange, symbol.symbol, ticker.ask].join(' ') ); + + const debugMessage = this.getResultDebugMessage(strategy.options); this.notifier.send( - `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} - ${result.getDebug()}` + `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} ${debugMessage}` ); + this.signalLogger.signal( symbol.exchange, symbol.symbol, @@ -303,4 +307,8 @@ module.exports = class TickListener { const number = Math.ceil(new Date().getTime() / interval) * interval; return new Date(number).getTime() - new Date().getTime(); } + + getResultDebugMessage(result) { + return result && result.message ? result.message : ''; + } }; From f386171091ff641d94e3de5715877854759a8ca9 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 30 Nov 2021 22:11:58 +0000 Subject: [PATCH 07/41] Comment start notification message --- src/modules/trade.js | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/src/modules/trade.js b/src/modules/trade.js index def7ef70f..3ca112141 100644 --- a/src/modules/trade.js +++ b/src/modules/trade.js @@ -50,17 +50,17 @@ module.exports = class Trade { process.exit(); }); - const instanceId = crypto.randomBytes(4).toString('hex'); + // const instanceId = crypto.randomBytes(4).toString('hex'); + // + // const notifyActivePairs = this.instances.symbols.map(symbol => { + // return `${symbol.exchange}.${symbol.symbol}`; + // }); - const notifyActivePairs = this.instances.symbols.map(symbol => { - return `${symbol.exchange}.${symbol.symbol}`; - }); - - const message = `Start: ${instanceId} - ${os.hostname()} - ${os.platform()} - ${moment().format()} - ${notifyActivePairs.join( - ', ' - )}`; + // const message = `Start: ${instanceId} - ${os.hostname()} - ${os.platform()} - ${moment().format()} - ${notifyActivePairs.join( + // ', ' + // )}`; - this.notify.send(message); + // this.notify.send(message); const me = this; const { eventEmitter } = this; From 2ab98668266d60ea0de0b5437498b8f6a9d9499d Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 10:23:41 +0000 Subject: [PATCH 08/41] add strategies --- var/strategies/.gitignore | 3 -- var/strategies/ADX-cross.js | 49 ++++++++++++++++++++ var/strategies/EMA-cx.js | 66 +++++++++++++++++++++++++++ var/strategies/README.md | 5 -- var/strategies/price-change-signal.js | 52 +++++++++++++++++++++ 5 files changed, 167 insertions(+), 8 deletions(-) delete mode 100644 var/strategies/.gitignore create mode 100644 var/strategies/ADX-cross.js create mode 100644 var/strategies/EMA-cx.js delete mode 100644 var/strategies/README.md create mode 100644 var/strategies/price-change-signal.js diff --git a/var/strategies/.gitignore b/var/strategies/.gitignore deleted file mode 100644 index 7c9d611b5..000000000 --- a/var/strategies/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ -* -!.gitignore -!README.md diff --git a/var/strategies/ADX-cross.js b/var/strategies/ADX-cross.js new file mode 100644 index 000000000..0fb5d1f3e --- /dev/null +++ b/var/strategies/ADX-cross.js @@ -0,0 +1,49 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +module.exports = class Dema { + getName() { + return 'ADX crossed'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('adx_dmi', 'adx_dmi', options.period, { + period: 14 + }); + } + + period(indicatorPeriod, options) { + const adx = indicatorPeriod.getLatestIndicator('adx_dmi'); + const lastSignal = indicatorPeriod.getLastSignal(); + const debug = { + lastSignal: lastSignal, + adx: adx + }; + + const signal = SignalResult.createEmptySignal(debug); + + if (adx.adx > 20) { + if (adx.pdi > adx.mdi && lastSignal !== 'long') { + signal.setSignal('long'); + } else if (adx.pdi < adx.mdi && lastSignal !== 'short') { + signal.setSignal('short'); + } + } + + return signal; + } + + getBacktestColumns() { + return []; + } + + getOptions() { + return { + period: '1h', + thresholdPercentage: 0.05 + }; + } +}; diff --git a/var/strategies/EMA-cx.js b/var/strategies/EMA-cx.js new file mode 100644 index 000000000..2c54b8d3d --- /dev/null +++ b/var/strategies/EMA-cx.js @@ -0,0 +1,66 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +module.exports = class Dema { + getName() { + return 'EMA Cross'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('fastEma', 'ema', options.period, { + length: options.fast_ema + }); + indicatorBuilder.add('slowEma', 'ema', options.period, { + length: options.slow_ema + }); + } + + period(indicatorPeriod) { + const fastEma = indicatorPeriod.getLatestIndicator('fastEma'); + const slowEma = indicatorPeriod.getLatestIndicator('slowEma'); + const lastSignal = indicatorPeriod.getLastSignal(); + + const debug = { + fast_ema: fastEma, + slow_ema: slowEma, + last_signal: lastSignal + }; + + const signal = SignalResult.createEmptySignal(debug); + // trend change + if (slowEma > fastEma) { + if (lastSignal === 'short') { + signal.setSignal('close'); + } else if (lastSignal === 'close') { + signal.setSignal('long'); + } else { + signal.setSignal('long'); + } + } else if (slowEma <= fastEma) { + if (lastSignal === 'long') { + signal.setSignal('close'); + } else if (lastSignal === 'close') { + signal.setSignal('short'); + } else { + signal.setSignal('short'); + } + } + + return signal; + } + + getBacktestColumns() { + return []; + } + + getOptions() { + return { + period: '1h', + fast_ema: 40, + slow_ema: 200 + }; + } +}; diff --git a/var/strategies/README.md b/var/strategies/README.md deleted file mode 100644 index 2a2f74bbc..000000000 --- a/var/strategies/README.md +++ /dev/null @@ -1,5 +0,0 @@ -# Strategy folder - -Put in your custom strategies here - -see `modules/strategy/strategies` for examples \ No newline at end of file diff --git a/var/strategies/price-change-signal.js b/var/strategies/price-change-signal.js new file mode 100644 index 000000000..0eb86001a --- /dev/null +++ b/var/strategies/price-change-signal.js @@ -0,0 +1,52 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +module.exports = class Dema { + getName() { + return 'Price changed'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('sma200', 'sma', options.period, { + length: 200 + }); + } + + period(indicatorPeriod, options) { + const allCandles = indicatorPeriod.getIndicator('candles'); + const lastCandle = allCandles[allCandles.length - 1]; + const penultimateCandle = allCandles[allCandles.length - 2]; + + const debug = { + lastCandle: lastCandle, + penultimateCandle: penultimateCandle + }; + + const pricePercentage = lastCandle.close * options.thresholdPercentage; + const signal = SignalResult.createEmptySignal(debug); + + if (penultimateCandle !== undefined) { + if (penultimateCandle.close * 1 + pricePercentage <= lastCandle.high) { + signal.setSignal('long'); + } else if (penultimateCandle.close * 1 - penultimateCandle.close >= lastCandle.low) { + signal.setSignal('short'); + } + } + + return signal; + } + + getBacktestColumns() { + return []; + } + + getOptions() { + return { + period: '1h', + thresholdPercentage: 0.05 + }; + } +}; From 550c499b37e29268686be21f9aeaf263857ea94d Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 10:24:32 +0000 Subject: [PATCH 09/41] include ADX with DMI indicator and update tradingview template --- src/utils/indicators.js | 92 ++++++++++++++++++++++--------- templates/tradingview.html.twig | 96 ++++++++++++++++++--------------- 2 files changed, 120 insertions(+), 68 deletions(-) diff --git a/src/utils/indicators.js b/src/utils/indicators.js index c58cf7b94..20b1cbfa8 100644 --- a/src/utils/indicators.js +++ b/src/utils/indicators.js @@ -12,7 +12,7 @@ const percent = require('percent'); * @param arraySize * @returns {Array} */ -function zigzag (ticks, deviation = 5, arraySize = -1) { +function zigzag(ticks, deviation = 5, arraySize = -1) { // Determines percent deviation in price changes, presenting frequency and volatility in deviation. Also helps determine trend reversals. // Read more: http://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:zigzag // arraySize = -1, calculate ZigZag for all ticks @@ -133,9 +133,28 @@ function executeTulindIndicator(source, indicator, tulindOptions) { module.exports = { // indicators which source is Candles - sourceCandle: ['cci', 'pivot_points_high_low', 'obv', 'ao', 'mfi', 'stoch', 'vwma', 'atr', 'adx', 'volume_profile', 'volume_by_price', 'ichimoku_cloud', 'zigzag', 'wicked', 'heikin_ashi', 'psar', 'hma'], - - bb: (source, indicator) => + sourceCandle: [ + 'cci', + 'pivot_points_high_low', + 'obv', + 'ao', + 'mfi', + 'stoch', + 'vwma', + 'atr', + 'adx', + 'adx_dmi', + 'volume_profile', + 'volume_by_price', + 'ichimoku_cloud', + 'zigzag', + 'wicked', + 'heikin_ashi', + 'psar', + 'hma' + ], + + bb: (source, indicator) => executeTulindIndicator(source, indicator, { options: { length: 20, stddev: 2 }, results: ['lower', 'middle', 'upper'] @@ -157,12 +176,13 @@ module.exports = { atr: (...args) => executeTulindIndicator(...args, { sources: ['high', 'low', 'close'], options: { length: 14 } }), hma: (source, indicator) => { - let candleSource = (indicator.options && indicator.options.source) || 'close' + let candleSource = (indicator.options && indicator.options.source) || 'close'; return executeTulindIndicator(source, indicator, { sources: [candleSource], options: { length: 9 } - })}, + }); + }, cci: (...args) => executeTulindIndicator(...args, { @@ -318,18 +338,39 @@ module.exports = { }; source.forEach(candle => { - input.high.push(candle.high) - input.low.push(candle.low) - }) + input.high.push(candle.high); + input.low.push(candle.low); + }); const { PSAR } = require('technicalindicators'); resolve({ [indicator.key]: new PSAR(input).getResult() }); }); }, - heikin_ashi: function(source, indicator) { + adx_dmi: function(source, indicator) { return new Promise(resolve => { + const { options = {} } = indicator; + const input = { + close: [], + high: [], + low: [], + period: options.period + }; + + source.forEach(candle => { + input.close.push(candle.close); + input.high.push(candle.high); + input.low.push(candle.low); + }); + + const { ADX } = require('technicalindicators'); + resolve({ [indicator.key]: new ADX(input).getResult() }); + }); + }, + + heikin_ashi: function(source, indicator) { + return new Promise(resolve => { const { HeikinAshi } = require('technicalindicators'); const input = { @@ -342,13 +383,13 @@ module.exports = { }; source.forEach(candle => { - input.close.push(candle.close) - input.high.push(candle.high) - input.low.push(candle.low) - input.open.push(candle.open) - input.timestamp.push(candle.time) - input.volume.push(candle.volume) - }) + input.close.push(candle.close); + input.high.push(candle.high); + input.low.push(candle.low); + input.open.push(candle.open); + input.timestamp.push(candle.time); + input.volume.push(candle.volume); + }); const f = new HeikinAshi(input); @@ -376,10 +417,10 @@ module.exports = { return new Promise(resolve => { const { options = {} } = indicator; const { length = 200, ranges = 14 } = options; - + const { candles2MarketData } = require('./technical_analysis'); const { VolumeProfile } = require('technicalindicators'); - const f = new VolumeProfile({ ...candles2MarketData(source, length), noOfBars: ranges }) + const f = new VolumeProfile({ ...candles2MarketData(source, length), noOfBars: ranges }); resolve({ [indicator.key]: f.getResult() }); }); @@ -406,9 +447,7 @@ module.exports = { let current = minMax[0]; for (let i = 0; i < ranges; i++) { // summarize volume per range - const map = lookbackRange - .filter(c => c.close >= current && c.close < current + rangeSize) - .map(c => c.volume); + const map = lookbackRange.filter(c => c.close >= current && c.close < current + rangeSize).map(c => c.volume); // prevent float / rounding issues on first and last item rangeBlocks.push({ @@ -422,8 +461,8 @@ module.exports = { resolve({ [indicator.key]: [rangeBlocks.reverse()] }); // sort by price; low to high }); - }, - + }, + zigzag: function(source, indicator) { // https://stockcharts.com/school/doku.php?id=chart_school:technical_indicators:volume_by_price return new Promise(resolve => { @@ -438,7 +477,7 @@ module.exports = { }); resolve({ [indicator.key]: turningPoints }); }); - }, + }, ichimoku_cloud: function(source, indicator) { return new Promise(resolve => { @@ -447,7 +486,8 @@ module.exports = { const { candles2MarketData } = require('./technical_analysis'); const { IchimokuCloud } = require('technicalindicators'); - const f = new IchimokuCloud({ ...candles2MarketData(source, undefined, ['high', 'low']), + const f = new IchimokuCloud({ + ...candles2MarketData(source, undefined, ['high', 'low']), conversionPeriod: conversionPeriod, basePeriod: basePeriod, spanPeriod: spanPeriod, diff --git a/templates/tradingview.html.twig b/templates/tradingview.html.twig index f87e4b888..c8f347663 100644 --- a/templates/tradingview.html.twig +++ b/templates/tradingview.html.twig @@ -40,53 +40,65 @@ - -{% endblock javascript %} \ No newline at end of file +{% endblock javascript %} From b899eaec3c22ffc3d9795e7d447aa0add19c39a2 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 10:26:15 +0000 Subject: [PATCH 10/41] Updated ADX strategy name --- var/strategies/ADX-cross.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/var/strategies/ADX-cross.js b/var/strategies/ADX-cross.js index 0fb5d1f3e..2f4c6c6d3 100644 --- a/var/strategies/ADX-cross.js +++ b/var/strategies/ADX-cross.js @@ -2,7 +2,7 @@ const SignalResult = require('../../src/modules/strategy/dict/signal_result.js') module.exports = class Dema { getName() { - return 'ADX crossed'; + return 'ADX cross'; } buildIndicator(indicatorBuilder, options) { From 0d8ee561150add420bbc11a323cbb705bdd20e9e Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 17:08:56 +0000 Subject: [PATCH 11/41] Update price change algorithm to work by the minute --- var/strategies/price-change-signal.js | 16 ++++++++++------ 1 file changed, 10 insertions(+), 6 deletions(-) diff --git a/var/strategies/price-change-signal.js b/var/strategies/price-change-signal.js index 0eb86001a..f14b7578c 100644 --- a/var/strategies/price-change-signal.js +++ b/var/strategies/price-change-signal.js @@ -17,21 +17,24 @@ module.exports = class Dema { period(indicatorPeriod, options) { const allCandles = indicatorPeriod.getIndicator('candles'); - const lastCandle = allCandles[allCandles.length - 1]; - const penultimateCandle = allCandles[allCandles.length - 2]; + const lastCandle = indicatorPeriod.getLatestIndicator('candles'); + const compareCandleIndex = + options.compareCandle > allCandles.length ? 0 : allCandles.length - options.compareCandle - 1; + const compareCandle = allCandles[compareCandleIndex]; const debug = { lastCandle: lastCandle, - penultimateCandle: penultimateCandle + compareCandle: compareCandle, + compareCandleIndex: compareCandleIndex }; const pricePercentage = lastCandle.close * options.thresholdPercentage; const signal = SignalResult.createEmptySignal(debug); - if (penultimateCandle !== undefined) { - if (penultimateCandle.close * 1 + pricePercentage <= lastCandle.high) { + if (compareCandle !== undefined) { + if (compareCandle.close * 1 + pricePercentage <= lastCandle.high) { signal.setSignal('long'); - } else if (penultimateCandle.close * 1 - penultimateCandle.close >= lastCandle.low) { + } else if (compareCandle.close * 1 - compareCandle.close >= lastCandle.low) { signal.setSignal('short'); } } @@ -46,6 +49,7 @@ module.exports = class Dema { getOptions() { return { period: '1h', + compareCandle: 60, thresholdPercentage: 0.05 }; } From 2cafd7fb7e62a9e020cc6aac08c2108414b377e0 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 17:21:11 +0000 Subject: [PATCH 12/41] Refactor ADX to add length and clean price changed --- var/strategies/ADX-cross.js | 8 ++++---- var/strategies/price-change-signal.js | 2 +- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/var/strategies/ADX-cross.js b/var/strategies/ADX-cross.js index 2f4c6c6d3..181dee518 100644 --- a/var/strategies/ADX-cross.js +++ b/var/strategies/ADX-cross.js @@ -11,11 +11,11 @@ module.exports = class Dema { } indicatorBuilder.add('adx_dmi', 'adx_dmi', options.period, { - period: 14 + period: options.adx_length }); } - period(indicatorPeriod, options) { + period(indicatorPeriod) { const adx = indicatorPeriod.getLatestIndicator('adx_dmi'); const lastSignal = indicatorPeriod.getLastSignal(); const debug = { @@ -42,8 +42,8 @@ module.exports = class Dema { getOptions() { return { - period: '1h', - thresholdPercentage: 0.05 + period: '15m', + adx_length: 14 }; } }; diff --git a/var/strategies/price-change-signal.js b/var/strategies/price-change-signal.js index f14b7578c..b93f1a619 100644 --- a/var/strategies/price-change-signal.js +++ b/var/strategies/price-change-signal.js @@ -48,7 +48,7 @@ module.exports = class Dema { getOptions() { return { - period: '1h', + period: '1m', compareCandle: 60, thresholdPercentage: 0.05 }; From bd267d4cc06e264518b8897998f62edfb3f4ca22 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 18:25:41 +0000 Subject: [PATCH 13/41] Added retry to telegram --- package.json | 1 + src/notify/telegram.js | 29 +++++++++++++++++++++++++---- 2 files changed, 26 insertions(+), 4 deletions(-) diff --git a/package.json b/package.json index 0a00eb097..7a5da967d 100644 --- a/package.json +++ b/package.json @@ -39,6 +39,7 @@ "p-queue": "^6.4.0", "patch-package": "^6.2.2", "percent": "^2.2.0", + "promise-retry": "^2.0.1", "queue": "^6.0.1", "queue-promise": "^1.3.33", "request": "^2.88.2", diff --git a/src/notify/telegram.js b/src/notify/telegram.js index 7e74f7484..2c1e8e917 100644 --- a/src/notify/telegram.js +++ b/src/notify/telegram.js @@ -1,3 +1,5 @@ +const promiseRetry = require('promise-retry'); + module.exports = class Telegram { constructor(telegraf, config, logger) { this.telegraf = telegraf; @@ -12,9 +14,28 @@ module.exports = class Telegram { this.logger.error('Telegram: No chat id given'); return; } - this.telegraf.telegram.sendMessage(chatId, message).catch(err => { - this.logger.error(`Mailer: ${JSON.stringify(err)}`); - console.log(err); - }); + + const me = this; + + promiseRetry( + function(retry, number) { + return me.telegraf.telegram.sendMessage(chatId, message).catch(function(err) { + if (err.code === 429) { + retry(err); + } + + throw err; + }); + }, + { + minTimeout: 3000 + } + ).then( + function() {}, + function(err) { + this.logger.error(`Mailer: ${JSON.stringify(err)}`); + console.log(err); + } + ); } }; From acbd7ccebee3e8e764fab74a9df0b288460492ce Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 1 Dec 2021 18:29:50 +0000 Subject: [PATCH 14/41] Reactivated and simplified message at start the bot --- .gitignore | 1 + src/modules/trade.js | 12 ++---------- 2 files changed, 3 insertions(+), 10 deletions(-) diff --git a/.gitignore b/.gitignore index d56f78013..c690933f9 100644 --- a/.gitignore +++ b/.gitignore @@ -242,3 +242,4 @@ Temporary Items /bot.db /bot.db-shm /bot.db-wal +/var/log/ diff --git a/src/modules/trade.js b/src/modules/trade.js index 3ca112141..e7a0cc93f 100644 --- a/src/modules/trade.js +++ b/src/modules/trade.js @@ -50,17 +50,9 @@ module.exports = class Trade { process.exit(); }); - // const instanceId = crypto.randomBytes(4).toString('hex'); - // - // const notifyActivePairs = this.instances.symbols.map(symbol => { - // return `${symbol.exchange}.${symbol.symbol}`; - // }); + const message = `Signals bot restarted - ${moment().format()} `; - // const message = `Start: ${instanceId} - ${os.hostname()} - ${os.platform()} - ${moment().format()} - ${notifyActivePairs.join( - // ', ' - // )}`; - - // this.notify.send(message); + this.notify.send(message); const me = this; const { eventEmitter } = this; From 16952abe536785bd296d75744962948b50178702 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Thu, 2 Dec 2021 09:23:37 +0000 Subject: [PATCH 15/41] Added Signal message with Pairs --- src/modules/trade.js | 6 +++++- 1 file changed, 5 insertions(+), 1 deletion(-) diff --git a/src/modules/trade.js b/src/modules/trade.js index e7a0cc93f..7edb0783b 100644 --- a/src/modules/trade.js +++ b/src/modules/trade.js @@ -50,7 +50,11 @@ module.exports = class Trade { process.exit(); }); - const message = `Signals bot restarted - ${moment().format()} `; + const notifyActivePairs = this.instances.symbols.map(symbol => { + return `${symbol.exchange}.${symbol.symbol}`; + }); + + const message = `Signals bot restarted - ${moment().format()} - Pairs active: ${notifyActivePairs.join(', ')}`; this.notify.send(message); From 82cb70c242bcb8a4f71f5aa1d1d35315d5185a66 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sat, 4 Dec 2021 09:54:36 +0000 Subject: [PATCH 16/41] Fix logger in notify for telegram --- src/notify/telegram.js | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/notify/telegram.js b/src/notify/telegram.js index 2c1e8e917..94ea260a6 100644 --- a/src/notify/telegram.js +++ b/src/notify/telegram.js @@ -33,7 +33,7 @@ module.exports = class Telegram { ).then( function() {}, function(err) { - this.logger.error(`Mailer: ${JSON.stringify(err)}`); + me.logger.error(`Mailer: ${JSON.stringify(err)}`); console.log(err); } ); From 3ad7a99b93fd63a2d63980289b52617bed770fd2 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 14 Dec 2021 22:22:45 +0000 Subject: [PATCH 17/41] Increase notifier time to 120 minutes on ticker listener --- package-lock.json | 9283 +------------------------ src/modules/listener/tick_listener.js | 2 +- 2 files changed, 31 insertions(+), 9254 deletions(-) diff --git a/package-lock.json b/package-lock.json index 8e76a81ad..7597b70d4 100644 --- a/package-lock.json +++ b/package-lock.json @@ -1,9248 +1,8 @@ { "name": "crypto-trading-bot", "version": "0.0.0", - 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"requires": {} + "integrity": "sha512-iFtXzngZVXPGgpTlP1rBqsUK82p9tKqsWRPg5L56egiljujJT3vGAYnHANvFxBieXrTFavhzhxW52jnaWV+w2w==" }, "x256": { "version": "0.0.2", diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index 08e2b2ab6..773c50313 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -70,7 +70,7 @@ module.exports = class TickListener { } const signalWindow = moment() - .subtract(30, 'minutes') + .subtract(120, 'minutes') .toDate(); if ( From 792a23b976222830f3985f7550cdb7ca6f6a542a Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 14 Dec 2021 22:47:31 +0000 Subject: [PATCH 18/41] add adx strategy --- var/strategies/ADX-cross-strategy.js | 56 ++++++++++++++++++++++++++++ 1 file changed, 56 insertions(+) create mode 100644 var/strategies/ADX-cross-strategy.js diff --git a/var/strategies/ADX-cross-strategy.js b/var/strategies/ADX-cross-strategy.js new file mode 100644 index 000000000..6f9c7130b --- /dev/null +++ b/var/strategies/ADX-cross-strategy.js @@ -0,0 +1,56 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +module.exports = class Dema { + getName() { + return 'ADX cross strategy'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('macd_ext', 'macd_ext', options.period); + + indicatorBuilder.add('adx_dmi', 'adx_dmi', options.period, { + period: options.adx_length + }); + } + + period(indicatorPeriod, options) { + const adx = indicatorPeriod.getLatestIndicator('adx_dmi'); + const lastSignal = indicatorPeriod.getLastSignal(); + const debug = { + lastSignal: lastSignal, + adx: adx + }; + + const signal = SignalResult.createEmptySignal(debug); + + if (adx !== undefined && adx.adx >= options.threshold) { + if (adx.pdi > adx.mdi && lastSignal === undefined) { + signal.setSignal('long'); + } else if (adx.pdi < adx.mdi && lastSignal === undefined) { + signal.setSignal('short'); + } + } else if (adx !== undefined && adx.adx < options.threshold) { + if (lastSignal !== undefined) { + signal.setSignal('close'); + } + } + + return signal; + } + + getBacktestColumns() { + return []; + } + + getOptions() { + return { + period: '15m', + threshold: 20, + adx_length: 14 + }; + } +}; From c9cab925c42d7911d3e1636038f2992a70561280 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 14 Dec 2021 22:54:08 +0000 Subject: [PATCH 19/41] add adx strategy --- var/strategies/ADX-cross.js | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/var/strategies/ADX-cross.js b/var/strategies/ADX-cross.js index 181dee518..87bd2efab 100644 --- a/var/strategies/ADX-cross.js +++ b/var/strategies/ADX-cross.js @@ -15,7 +15,7 @@ module.exports = class Dema { }); } - period(indicatorPeriod) { + period(indicatorPeriod, options) { const adx = indicatorPeriod.getLatestIndicator('adx_dmi'); const lastSignal = indicatorPeriod.getLastSignal(); const debug = { @@ -25,7 +25,7 @@ module.exports = class Dema { const signal = SignalResult.createEmptySignal(debug); - if (adx.adx > 20) { + if (adx !== undefined && adx.adx >= options.threshold) { if (adx.pdi > adx.mdi && lastSignal !== 'long') { signal.setSignal('long'); } else if (adx.pdi < adx.mdi && lastSignal !== 'short') { @@ -43,6 +43,7 @@ module.exports = class Dema { getOptions() { return { period: '15m', + threshold: 20, adx_length: 14 }; } From 54d91df32a456b04e1712e1f864f05ee43561796 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 15 Dec 2021 22:21:18 +0000 Subject: [PATCH 20/41] Async backtest WIP --- src/modules/http.js | 37 ++++++++++++++++++++++++++----------- 1 file changed, 26 insertions(+), 11 deletions(-) diff --git a/src/modules/http.js b/src/modules/http.js index c176b1053..fbbfc8103 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -7,6 +7,7 @@ const crypto = require('crypto'); const moment = require('moment'); const OrderUtil = require('../utils/order_util'); +const backtestMap = {}; module.exports = class Http { constructor( systemUtil, @@ -92,7 +93,13 @@ module.exports = class Http { strict_variables: false }); - app.use(express.urlencoded({ limit: '12mb', extended: true, parameterLimit: 50000 })); + app.use( + express.urlencoded({ + limit: '12mb', + extended: true, + parameterLimit: 50000 + }) + ); app.use(cookieParser()); app.use(compression()); app.use(express.static(`${this.projectDir}/web/static`, { maxAge: 3600000 * 24 })); @@ -156,18 +163,26 @@ module.exports = class Http { }; }); - const backtests = await Promise.all(asyncs.map(fn => fn())); + const key = moment().unix(); + backtestMap[key] = Promise.all(asyncs.map(fn => fn())).then(values => { + backtestMap[key] = values; + }); - // single details view - if (backtests.length === 1) { - res.render('../templates/backtest_submit.html.twig', backtests[0].result); - return; - } + console.log(backtestMap[key]); + // // single details view + // if (backtests.length === 1) { + // res.render('../templates/backtest_submit.html.twig', backtests[0].result); + // return; + // } + // + // // multiple view + // res.render('../templates/backtest_submit_multiple.html.twig', { + // backtests: backtests + // }); + }); - // multiple view - res.render('../templates/backtest_submit_multiple.html.twig', { - backtests: backtests - }); + app.get('/backtest/result/:backtestKey', (req, res) => { + res.send({ ready: backtestMap[req.params.backtestKey] }); }); app.get('/tradingview/:symbol', (req, res) => { From 3011426767c19661b24aa928649195bf2c18ae93 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Fri, 17 Dec 2021 17:31:24 +0000 Subject: [PATCH 21/41] Async backtesting --- src/command/backtest.js | 23 +++ src/modules/backtest.js | 39 +++- src/modules/http.js | 84 ++++---- src/modules/services.js | 4 +- src/modules/trade.js | 2 +- templates/backtest-pending-results.html.twig | 65 ++++++ templates/backtest_submit.html.twig | 28 +-- var/strategies/EMA-cx-stragegy.js | 90 +++++++++ var/strategies/macd-histogram-filtered.js | 196 +++++++++++++++++++ 9 files changed, 474 insertions(+), 57 deletions(-) create mode 100644 src/command/backtest.js create mode 100644 templates/backtest-pending-results.html.twig create mode 100644 var/strategies/EMA-cx-stragegy.js create mode 100644 var/strategies/macd-histogram-filtered.js diff --git a/src/command/backtest.js b/src/command/backtest.js new file mode 100644 index 000000000..e8e971bd5 --- /dev/null +++ b/src/command/backtest.js @@ -0,0 +1,23 @@ +const services = require('../modules/services'); + +process.on('message', async msg => { + const p = msg.pair.split('.'); + + const results = await services + .getBacktest() + .getBacktestResult( + msg.tickIntervalInMinutes, + msg.hours, + msg.strategy, + msg.candlePeriod, + p[0], + p[1], + msg.options, + msg.initial_capital, + msg.projectDir + ); + + process.send({ + results: results + }); +}); diff --git a/src/modules/backtest.js b/src/modules/backtest.js index 974a4e351..28b578a9d 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -44,7 +44,20 @@ module.exports = class Backtest { }); } - getBacktestResult(tickIntervalInMinutes, hours, strategy, candlePeriod, exchange, pair, options, initial_capital) { + getBacktestResult( + tickIntervalInMinutes, + hours, + strategy, + candlePeriod, + exchange, + pair, + options, + initial_capital, + projectDir + ) { + if (projectDir) { + this.projectDir = projectDir; + } return new Promise(async resolve => { const start = moment() .startOf('hour') @@ -94,7 +107,16 @@ module.exports = class Backtest { }; const end = moment().unix(); + const timeStart = moment().unix(); + let logIterations = 0; while (current < end) { + logIterations += 1; + + if (logIterations > 1000) { + console.log(new Date(current * 1000)); + logIterations = 0; + } + const strategyManager = new StrategyManager({}, mockedRepository, {}, this.projectDir); const item = await strategyManager.executeStrategyBacktest( @@ -186,6 +208,8 @@ module.exports = class Backtest { }; }); + console.log(`Took: ${moment().unix() - timeStart} seconds`); + const backtestSummary = await this.getBacktestSummary(signals, initial_capital); resolve({ summary: backtestSummary, @@ -230,14 +254,14 @@ module.exports = class Backtest { const signalType = signalObject.result._signal; // Can be long,short,close // When a trade is closed - if (signalType == 'close') { + if (signalType === 'close') { // Increment the total trades counter trades.total += 1; // Entry Position Details const entrySignalType = lastPosition.result._signal; // Long or Short const entryPrice = lastPosition.price; // Price during the trade entry - const tradedQuantity = Number((workingCapital / entryPrice)); // Quantity + const tradedQuantity = Number(workingCapital / entryPrice); // Quantity // Exit Details const exitPrice = signalObject.price; // Price during trade exit @@ -247,22 +271,23 @@ module.exports = class Backtest { let pnlValue = 0; // Profit or Loss Value // When the position is Long - if (entrySignalType == 'long') { + // eslint-disable-next-line eqeqeq + if (entrySignalType === 'long') { if (exitPrice > entryPrice) { // Long Trade is Profitable trades.profitableCount += 1; } // Set the PNL - pnlValue = exitValue - workingCapital; - } else if (entrySignalType == 'short') { + pnlValue = exitValue - workingCapital - workingCapital * 0.006; + } else if (entrySignalType === 'short') { if (exitPrice < entryPrice) { // Short Trade is Profitable trades.profitableCount += 1; } // Set the PNL - pnlValue = -(exitValue - workingCapital); + pnlValue = -(exitValue - workingCapital) - workingCapital * 0.006; } // Percentage Return diff --git a/src/modules/http.js b/src/modules/http.js index fbbfc8103..6d0f33c18 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -5,9 +5,12 @@ const auth = require('basic-auth'); const cookieParser = require('cookie-parser'); const crypto = require('crypto'); const moment = require('moment'); +const { fork } = require('child_process'); const OrderUtil = require('../utils/order_util'); -const backtestMap = {}; +const backtestPendingPairs = {}; +const backtestResults = {}; + module.exports = class Http { constructor( systemUtil, @@ -143,46 +146,61 @@ module.exports = class Http { pairs = [pairs]; } - const asyncs = pairs.map(pair => { - return async () => { - const p = pair.split('.'); + const key = moment().unix(); + + backtestPendingPairs[key] = []; + backtestResults[key] = []; + + pairs.forEach(pair => { + backtestPendingPairs[key].push(pair); - return { + const forked = fork('src/command/backtest.js'); + + forked.send({ + pair, + tickIntervalInMinutes: parseInt(req.body.ticker_interval, 10), + hours: req.body.hours, + strategy: req.body.strategy, + candlePeriod: req.body.candle_period, + options: req.body.options ? JSON.parse(req.body.options) : {}, + initial_capital: req.body.initial_capital, + projectDir: `${__dirname}/../..` + }); + + forked.on('message', msg => { + backtestPendingPairs[key].splice(backtestPendingPairs[key].indexOf(pair), 1); + backtestResults[key].push({ pair: pair, - result: await this.backtest.getBacktestResult( - parseInt(req.body.ticker_interval, 10), - req.body.hours, - req.body.strategy, - req.body.candle_period, - p[0], - p[1], - req.body.options ? JSON.parse(req.body.options) : {}, - req.body.initial_capital - ) - }; - }; + result: msg.results + }); + }); }); - const key = moment().unix(); - backtestMap[key] = Promise.all(asyncs.map(fn => fn())).then(values => { - backtestMap[key] = values; + res.render('../templates/backtest-pending-results.html.twig', { + key: key }); + }); - console.log(backtestMap[key]); - // // single details view - // if (backtests.length === 1) { - // res.render('../templates/backtest_submit.html.twig', backtests[0].result); - // return; - // } - // - // // multiple view - // res.render('../templates/backtest_submit_multiple.html.twig', { - // backtests: backtests - // }); + app.get('/backtest/result/:backtestKey', async (req, res) => { + res.send({ + ready: + backtestPendingPairs[req.params.backtestKey] === undefined + ? false + : backtestPendingPairs[req.params.backtestKey].length === 0 + }); }); - app.get('/backtest/result/:backtestKey', (req, res) => { - res.send({ ready: backtestMap[req.params.backtestKey] }); + app.get('/backtest/redirect/:backtestKey', (req, res) => { + const backtests = backtestResults[req.params.backtestKey]; + if (backtests.length === 1) { + res.render('../templates/backtest_submit.html.twig', backtests[0].result); + return; + } + + // multiple view + res.render('../templates/backtest_submit_multiple.html.twig', { + backtests: backtests + }); }); app.get('/tradingview/:symbol', (req, res) => { diff --git a/src/modules/services.js b/src/modules/services.js index 95040b276..c32845514 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -151,11 +151,11 @@ module.exports = { return db; } - const myDb = Sqlite('bot.db'); + const myDb = Sqlite('C:\\temp\\crypto-trading-bot\\bot.db'); myDb.pragma('journal_mode = WAL'); myDb.pragma('SYNCHRONOUS = 1;'); - myDb.pragma('LOCKING_MODE = EXCLUSIVE;'); + // myDb.pragma('LOCKING_MODE = EXCLUSIVE;'); return (db = myDb); }, diff --git a/src/modules/trade.js b/src/modules/trade.js index 7edb0783b..813a6f949 100644 --- a/src/modules/trade.js +++ b/src/modules/trade.js @@ -100,7 +100,7 @@ module.exports = class Trade { }); eventEmitter.on('orderbook', function(orderbookEvent) { - // console.log(orderbookEvent.orderbook) + console.log(orderbookEvent.orderbook); }); eventEmitter.on('order', async event => me.createOrderListener.onCreateOrder(event)); diff --git a/templates/backtest-pending-results.html.twig b/templates/backtest-pending-results.html.twig new file mode 100644 index 000000000..878c1fce2 --- /dev/null +++ b/templates/backtest-pending-results.html.twig @@ -0,0 +1,65 @@ +{% extends './layout.html.twig' %} + +{% block title %}Backtesting | Crypto Bot{% endblock %} + +{% block content %} + +
+ +
+
+
+
+

Backtesting

+
+
+
    +
  1. Dashboard
    2. +
  2. Backtesting
    3. +
+
+
+
+
+ + + +
+
+

Waiting for backtest id {{ key }} to finish

+
+
+ +
+ + +{% endblock %} + +{% block javascript %} + + + + +{% endblock %} + +{% block stylesheet %} + +{% endblock %} diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index adcb33512..94c7f57c7 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -45,7 +45,7 @@ - +

Chart

@@ -77,19 +77,19 @@
-
-
-

Ticks

-
- -
- {% include 'components/backtest_table.html.twig' with { - 'rows': rows, - 'extra_fields': extra_fields, - } only %} -
- -
+{#
#} +{#
#} +{#

Ticks

#} +{#
#} +{# #} +{#
#} +{# {% include 'components/backtest_table.html.twig' with {#} +{# 'rows': rows,#} +{# 'extra_fields': extra_fields,#} +{# } only %}#} +{#
#} +{# #} +{#
#}
diff --git a/var/strategies/EMA-cx-stragegy.js b/var/strategies/EMA-cx-stragegy.js new file mode 100644 index 000000000..6365b7aae --- /dev/null +++ b/var/strategies/EMA-cx-stragegy.js @@ -0,0 +1,90 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +let bullMarket; +let highestProfit = 0; + +module.exports = class Dema { + getName() { + return 'EMA Cross Strategy'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('fastEma', 'ema', options.period, { + length: options.fast_ema + }); + indicatorBuilder.add('slowEma', 'ema', options.period, { + length: options.slow_ema + }); + + indicatorBuilder.add('hma', 'hma', options.period, { + length: 9 + }); + + indicatorBuilder.add('hma', 'hma', options.period, { + length: 100 + }); + } + + period(indicatorPeriod) { + const fastEma = indicatorPeriod.getLatestIndicator('fastEma'); + const slowEma = indicatorPeriod.getLatestIndicator('slowEma'); + const lastSignal = indicatorPeriod.getLastSignal(); + + const debug = { + fast_ema: fastEma, + slow_ema: slowEma, + last_signal: lastSignal + }; + + const signal = SignalResult.createEmptySignal(debug); + // trend change + if (slowEma > fastEma) { + bullMarket = true; + if (lastSignal === undefined) { + signal.setSignal('long'); + // } else if (lastSignal === 'short') { + // signal.setSignal('close'); + } + } else if (slowEma <= fastEma) { + bullMarket = false; + if (lastSignal === undefined) { + signal.setSignal('short'); + // } else if (lastSignal === 'long') { + // signal.setSignal('close'); + } + } + + if (indicatorPeriod.getLastSignal()) { + if (indicatorPeriod.getProfit() - highestProfit > 0) { + highestProfit = indicatorPeriod.getProfit(); + } else if (highestProfit - indicatorPeriod.getProfit() > 3) { + highestProfit = 0; + // take profit + signal.addDebug('message', 'TP'); + signal.setSignal('close'); + } else if (indicatorPeriod.getProfit() < -3.5) { + // stop loss + signal.addDebug('message', 'SL'); + // signal.setSignal('close'); + } + } + + return signal; + } + + getBacktestColumns() { + return []; + } + + getOptions() { + return { + period: '1h', + fast_ema: 14, + slow_ema: 200 + }; + } +}; diff --git a/var/strategies/macd-histogram-filtered.js b/var/strategies/macd-histogram-filtered.js new file mode 100644 index 000000000..c9d9574d3 --- /dev/null +++ b/var/strategies/macd-histogram-filtered.js @@ -0,0 +1,196 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +const macdBullPeaks = []; +const macdBearPeaks = []; +let highestProfit = 0; + +let macdPeak = 0; + +module.exports = class Macd { + getName() { + return 'Macd filtered'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('macd', 'macd_ext', options.period, options); + + indicatorBuilder.add('ema40', 'ema', options.period_filter, { + length: 40 + }); + + indicatorBuilder.add('ema200', 'ema', options.period_filter, { + length: 100 + }); + } + + period(indicatorPeriod, options) { + const ema200Full = indicatorPeriod.getIndicator('ema200'); + const macdFull = indicatorPeriod.getIndicator('macd'); + const ema40Full = indicatorPeriod.getIndicator('ema40'); + + if (!macdFull || !ema200Full || !ema40Full || macdFull.length < 2 || ema200Full.length < 2) { + return undefined; + } + + const ema40 = ema40Full.slice(-1)[0]; + const ema200 = ema200Full.slice(-1)[0]; + const macd = macdFull.slice(-2); + + // overall trend filter + const long = ema40 >= ema200; + + const lastSignal = indicatorPeriod.getLastSignal(); + + const debug = { + ema200: ema200[0], + histogram: macd[0].histogram, + last_signal: lastSignal, + long: long + }; + + const current = macd[0].histogram; + const before = macd[1].histogram; + + // // trend change + // if ((lastSignal === 'long' && before > 0 && current < 0) || (lastSignal === 'short' && before < 0 && current > 0)) { + // macdPeak = 0; + // return SignalResult.createSignal('close', debug); + // } + if (lastSignal === undefined) { + if (long) { + if (current > macdPeak) { + macdPeak = current; + } + + if ( + macdBullPeaks.length > 5 && + macdPeak > this.median(macdBullPeaks) && + macdPeak * options.histogram_threshold > current + ) { + // long {if (before < 0 && current > 0) { + this.addBullMacd(macdPeak); + macdPeak = 0; + return SignalResult.createSignal('long', debug); + } + + if (before < 0 && current > 0) { + this.addBullMacd(macdPeak); + macdPeak = 0; + return SignalResult.createEmptySignal(debug); + } + } else { + // short + + if (current < macdPeak) { + macdPeak = current; + } + + if ( + macdBearPeaks.length > 5 && + macdPeak < this.median(macdBearPeaks) && + macdPeak * options.histogram_threshold < current + ) { + this.addBearMacd(macdPeak); + macdPeak = 0; + return SignalResult.createSignal('short', debug); + } + + if (before > 0 && current < 0) { + this.addBearMacd(macdPeak); + macdPeak = 0; + return SignalResult.createEmptySignal(debug); + } + } + } + + if (indicatorPeriod.getLastSignal()) { + if (indicatorPeriod.getProfit() - highestProfit > 0) { + highestProfit = indicatorPeriod.getProfit(); + } else if (highestProfit - indicatorPeriod.getProfit() > options.take_profit) { + highestProfit = 0; + const signalResult = SignalResult.createSignal('close', debug); + // take profit + signalResult.addDebug('message', 'TP'); + return signalResult; + } else if (indicatorPeriod.getProfit() < -options.stop_loss) { + // stop loss + const signalResult = SignalResult.createSignal('close', debug); + signalResult.addDebug('message', 'SL'); + return signalResult; + } + } + + return SignalResult.createEmptySignal(debug); + } + + getBacktestColumns() { + return [ + { + label: 'trend', + value: row => { + if (typeof row.long !== 'boolean') { + return undefined; + } + + return row.long === true ? 'success' : 'danger'; + }, + type: 'icon' + }, + { + label: 'histogram', + value: 'histogram', + type: 'histogram' + } + ]; + } + + getOptions() { + return { + period: '1m', + period_filter: '15m', + default_ma_type: 'EMA', + fast_period: 60, + slow_period: 130, + signal_period: 45, + take_profit: 1, + stop_loss: 0.4, + histogram_threshold: 0.2 + }; + } + + median(values) { + if (values.length === 0) throw new Error('No inputs'); + + values.sort(function(a, b) { + return a - b; + }); + + const half = Math.floor(values.length / 2); + + if (values.length % 2) { + return values[half]; + } + + return (values[half - 1] + values[half]) / 2.0; + } + + addBullMacd(value) { + if (macdBullPeaks.length === 51) { + macdBullPeaks.shift(); + } + + macdBullPeaks.push(value); + } + + addBearMacd(value) { + if (macdBearPeaks.length === 51) { + macdBearPeaks.shift(); + } + + macdBearPeaks.push(value); + } +}; From 13baa686e5c2ab54e49de843206402c329ba4c0e Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sun, 26 Dec 2021 15:13:54 +0100 Subject: [PATCH 22/41] add: Implement backtest for Binance futures --- .idea/jsLibraryMappings.xml | 1 - .idea/vcs.xml | 1 + src/exchange/binance_futures.js | 54 +++++++++++++++++++++++++++++++++ src/modules/backfill.js | 2 +- 4 files changed, 56 insertions(+), 2 deletions(-) diff --git a/.idea/jsLibraryMappings.xml b/.idea/jsLibraryMappings.xml index 544bde3ed..d23208fbb 100644 --- a/.idea/jsLibraryMappings.xml +++ b/.idea/jsLibraryMappings.xml @@ -1,7 +1,6 @@ - \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml index 94a25f7f4..8f6170275 100644 --- a/.idea/vcs.xml +++ b/.idea/vcs.xml @@ -2,5 +2,6 @@ + \ No newline at end of file diff --git a/src/exchange/binance_futures.js b/src/exchange/binance_futures.js index b858eca84..17bf45a9e 100644 --- a/src/exchange/binance_futures.js +++ b/src/exchange/binance_futures.js @@ -2,6 +2,9 @@ const WebSocket = require('ws'); const ccxt = require('ccxt'); const moment = require('moment'); const _ = require('lodash'); +const querystring = require('querystring'); +const request = require('request'); +const Candlestick = require('../dict/candlestick'); const Ticker = require('../dict/ticker'); const Order = require('../dict/order'); const TickerEvent = require('../event/ticker_event'); @@ -28,6 +31,53 @@ module.exports = class BinanceFutures { this.ccxtClient = undefined; } + backfill(symbol, period, start) { + const symbolUpdated = symbol.replace('PERP', ''); + + return new Promise((resolve, reject) => { + const query = querystring.stringify({ + interval: period, + symbol: symbolUpdated, + limit: 500, + startTime: moment(start).valueOf() + }); + + request(`${this.getBaseUrl()}/fapi/v1/klines?${query}`, { json: true }, (err, res, body) => { + if (err) { + console.log(`Binance: Candle backfill error: ${String(err)}`); + reject(); + return; + } + + if (res.statusCode === 429) { + console.log(`Binance: Limit reached: ${String(res.headers)}`); + // TODO delay next execution + reject(); + return; + } + + if (!Array.isArray(body)) { + console.log(`Binance: Candle backfill error: ${JSON.stringify(body)}`); + reject(); + return; + } + + resolve( + body.map(candle => { + return new Candlestick( + moment(candle[0]).format('X'), + candle[1], + candle[2], + candle[3], + candle[4], + candle[5] + ); + }) + ); + }); + }); + } + start(config, symbols) { const { logger } = this; this.exchange = null; @@ -551,6 +601,10 @@ module.exports = class BinanceFutures { }); } + getBaseUrl() { + return 'https://fapi.binance.com/'; + } + static createRestOrderFromWebsocket(websocketOrder) { const order = websocketOrder; diff --git a/src/modules/backfill.js b/src/modules/backfill.js index 8030aae42..5541ba9af 100644 --- a/src/modules/backfill.js +++ b/src/modules/backfill.js @@ -29,7 +29,7 @@ module.exports = class Backfill { console.log(`Got: ${candles.length} candles`); - start = _.max(candles.map(r => new Date(r.time * 1000))); + start = new Date(_.max(candles.map(r => r.time)) * 1000); } while (candles.length > 10); console.log('finish'); From 36f395e76b30d37a53f2d6548c7615190c60290b Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sun, 26 Dec 2021 15:16:48 +0100 Subject: [PATCH 23/41] ADX strategy --- var/strategies/ADX-cross-strategy.js | 1 - 1 file changed, 1 deletion(-) diff --git a/var/strategies/ADX-cross-strategy.js b/var/strategies/ADX-cross-strategy.js index 6f9c7130b..2c3ef72e2 100644 --- a/var/strategies/ADX-cross-strategy.js +++ b/var/strategies/ADX-cross-strategy.js @@ -11,7 +11,6 @@ module.exports = class Dema { } indicatorBuilder.add('macd_ext', 'macd_ext', options.period); - indicatorBuilder.add('adx_dmi', 'adx_dmi', options.period, { period: options.adx_length }); From 7a9d41ba209acf758e3af6890acc90abf5b442d1 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 28 Dec 2021 11:28:58 +0100 Subject: [PATCH 24/41] add: refactor backtesting to a different fork This commit updates backtesting to be executed in a different fork, it allows to start up several different executions independently, either by different tabs or even different pairs at the same time. In the future, this process could be persisted in database with the intention of running long backtestings of years of information on several dozen pairs. --- src/command/backtest.js | 2 +- src/modules/backtest.js | 22 +++++++------- src/modules/http.js | 8 ++--- templates/backtest-pending-results.html.twig | 6 ++-- templates/backtest_submit.html.twig | 30 +++++++++++-------- templates/components/backtest_table.html.twig | 10 +++---- 6 files changed, 41 insertions(+), 37 deletions(-) diff --git a/src/command/backtest.js b/src/command/backtest.js index e8e971bd5..cb763e5b2 100644 --- a/src/command/backtest.js +++ b/src/command/backtest.js @@ -13,7 +13,7 @@ process.on('message', async msg => { p[0], p[1], msg.options, - msg.initial_capital, + msg.initialCapital, msg.projectDir ); diff --git a/src/modules/backtest.js b/src/modules/backtest.js index 28b578a9d..2f8abc9f5 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -52,7 +52,7 @@ module.exports = class Backtest { exchange, pair, options, - initial_capital, + initialCapital, projectDir ) { if (projectDir) { @@ -210,7 +210,7 @@ module.exports = class Backtest { console.log(`Took: ${moment().unix() - timeStart} seconds`); - const backtestSummary = await this.getBacktestSummary(signals, initial_capital); + const backtestSummary = await this.getBacktestSummary(signals, initialCapital); resolve({ summary: backtestSummary, rows: rows.slice().reverse(), @@ -229,10 +229,10 @@ module.exports = class Backtest { }); } - getBacktestSummary(signals, initial_capital) { - return new Promise(async resolve => { - const initialCapital = Number(initial_capital); // 1000 $ Initial Capital - let workingCapital = initialCapital; // Capital that changes after every trade + getBacktestSummary(signals, initialCapital) { + return new Promise(resolve => { + const initialCapitalNumber = Number(initialCapital); // 1000 $ Initial Capital + let workingCapital = initialCapitalNumber; // Capital that changes after every trade let lastPosition; // Holds Info about last action @@ -251,7 +251,7 @@ module.exports = class Backtest { // Iterate over all the signals for (let s = 0; s < signals.length; s++) { const signalObject = signals[s]; - const signalType = signalObject.result._signal; // Can be long,short,close + const signalType = signalObject.result.getSignal(); // Can be long,short,close // When a trade is closed if (signalType === 'close') { @@ -259,7 +259,7 @@ module.exports = class Backtest { trades.total += 1; // Entry Position Details - const entrySignalType = lastPosition.result._signal; // Long or Short + const entrySignalType = lastPosition.result.getSignal(); // Long or Short const entryPrice = lastPosition.price; // Price during the trade entry const tradedQuantity = Number(workingCapital / entryPrice); // Quantity @@ -301,7 +301,7 @@ module.exports = class Backtest { // Update Working Cap workingCapital += pnlValue; - } else if (signalType == 'long' || signalType == 'short') { + } else if (signalType === 'long' || signalType === 'short') { // Enter into a position lastPosition = signalObject; } @@ -334,7 +334,7 @@ module.exports = class Backtest { // -- End of Sharpe Ratio Calculation // Net Profit - const netProfit = Number((((workingCapital - initialCapital) / initialCapital) * 100).toFixed(2)); + const netProfit = Number((((workingCapital - initialCapitalNumber) / initialCapitalNumber) * 100).toFixed(2)); trades.profitabilityPercent = Number(((trades.profitableCount * 100) / trades.total).toFixed(2)); @@ -342,7 +342,7 @@ module.exports = class Backtest { sharpeRatio: sharpeRatio, averagePNLPercent: averagePNLPercent, netProfit: netProfit, - initialCapital: initialCapital, + initialCapital: initialCapitalNumber, finalCapital: Number(workingCapital.toFixed(2)), trades: trades }; diff --git a/src/modules/http.js b/src/modules/http.js index 6d0f33c18..d73cd9806 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -163,8 +163,8 @@ module.exports = class Http { strategy: req.body.strategy, candlePeriod: req.body.candle_period, options: req.body.options ? JSON.parse(req.body.options) : {}, - initial_capital: req.body.initial_capital, - projectDir: `${__dirname}/../..` + initialCapital: req.body.initial_capital, + projectDir: this.projectDir }); forked.on('message', msg => { @@ -181,7 +181,7 @@ module.exports = class Http { }); }); - app.get('/backtest/result/:backtestKey', async (req, res) => { + app.get('/backtest/:backtestKey', async (req, res) => { res.send({ ready: backtestPendingPairs[req.params.backtestKey] === undefined @@ -190,7 +190,7 @@ module.exports = class Http { }); }); - app.get('/backtest/redirect/:backtestKey', (req, res) => { + app.get('/backtest/result/:backtestKey', (req, res) => { const backtests = backtestResults[req.params.backtestKey]; if (backtests.length === 1) { res.render('../templates/backtest_submit.html.twig', backtests[0].result); diff --git a/templates/backtest-pending-results.html.twig b/templates/backtest-pending-results.html.twig index 878c1fce2..cdcb326c0 100644 --- a/templates/backtest-pending-results.html.twig +++ b/templates/backtest-pending-results.html.twig @@ -26,7 +26,7 @@
-

Waiting for backtest id {{ key }} to finish

+

Waiting results for backtest id {{ key }}

@@ -43,13 +43,13 @@ const intervalId = setInterval(call, 2000); function call() { $.ajax({ type: "GET", - url: '/backtest/result/{{ key }}', + url: '/backtest/{{ key }}', dataType: "json", success: function(data, textStatus) { ready = data.ready; if (data.ready === true) { clearInterval(intervalId); - window.location.href = '/backtest/redirect/{{ key }}' + window.location.href = '/backtest/result/{{ key }}' } } }) diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index 94c7f57c7..6a536385f 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -77,19 +77,23 @@ -{#
#} -{#
#} -{#

Ticks

#} -{#
#} -{# #} -{#
#} -{# {% include 'components/backtest_table.html.twig' with {#} -{# 'rows': rows,#} -{# 'extra_fields': extra_fields,#} -{# } only %}#} -{#
#} -{# #} -{#
#} +
+
+

Ticks

+
+ +
+ {% if rows|length > 1000 %} + {% include 'components/backtest_table.html.twig' with { + 'rows': rows, + 'extra_fields': extra_fields, + } only %} + {% else %} + Too many rows detected, rendering process skipped. + {% endif %} +
+ +
diff --git a/templates/components/backtest_table.html.twig b/templates/components/backtest_table.html.twig index aa1dc6437..146160797 100644 --- a/templates/components/backtest_table.html.twig +++ b/templates/components/backtest_table.html.twig @@ -21,7 +21,7 @@ {{ row.price|default }} {% if row.profit is defined %} - {{ row.profit|round(2) }} % + {{ row.profit|round(2) }} % {% endif %} {% if row.lastPriceClosed is defined %} @@ -30,11 +30,11 @@ {% if row.result is defined %} - {% if row.result.signal == 'long' %} + {% if row.result._signal == 'long' %} - {% elseif row.result.signal == 'short' %} + {% elseif row.result._signal == 'short' %} - {% elseif row.result.signal == 'close' %} + {% elseif row.result._signal == 'close' %} {% endif %} {% endif %} @@ -76,4 +76,4 @@ {% endfor %} - \ No newline at end of file + From 6c618c85a28363ef4e655fb97b75a50bcac8aa34 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 15 Dec 2021 22:21:18 +0000 Subject: [PATCH 25/41] add: refactor backtesting to a different fork This commit updates backtesting to be executed in a different fork, it allows to start up several different executions independently, either by different tabs or even different pairs at the same time. In the future, this process could be persisted in database with the intention of running long backtestings of years of information on several dozen pairs. --- .idea/jsLibraryMappings.xml | 1 - .idea/vcs.xml | 1 + src/command/backtest.js | 23 +++ src/modules/backtest.js | 39 +++- src/modules/http.js | 71 +++++-- src/modules/services.js | 4 +- src/modules/trade.js | 2 +- templates/backtest-pending-results.html.twig | 65 ++++++ templates/backtest_submit.html.twig | 28 +-- var/strategies/EMA-cx-stragegy.js | 90 +++++++++ var/strategies/macd-histogram-filtered.js | 196 +++++++++++++++++++ 11 files changed, 476 insertions(+), 44 deletions(-) create mode 100644 src/command/backtest.js create mode 100644 templates/backtest-pending-results.html.twig create mode 100644 var/strategies/EMA-cx-stragegy.js create mode 100644 var/strategies/macd-histogram-filtered.js diff --git a/.idea/jsLibraryMappings.xml b/.idea/jsLibraryMappings.xml index ed2bfd88d..e648c01ff 100644 --- a/.idea/jsLibraryMappings.xml +++ b/.idea/jsLibraryMappings.xml @@ -1,7 +1,6 @@ - diff --git a/.idea/vcs.xml b/.idea/vcs.xml index 5ace414d8..ac0ff09ff 100644 --- a/.idea/vcs.xml +++ b/.idea/vcs.xml @@ -2,5 +2,6 @@ + diff --git a/src/command/backtest.js b/src/command/backtest.js new file mode 100644 index 000000000..e8e971bd5 --- /dev/null +++ b/src/command/backtest.js @@ -0,0 +1,23 @@ +const services = require('../modules/services'); + +process.on('message', async msg => { + const p = msg.pair.split('.'); + + const results = await services + .getBacktest() + .getBacktestResult( + msg.tickIntervalInMinutes, + msg.hours, + msg.strategy, + msg.candlePeriod, + p[0], + p[1], + msg.options, + msg.initial_capital, + msg.projectDir + ); + + process.send({ + results: results + }); +}); diff --git a/src/modules/backtest.js b/src/modules/backtest.js index 974a4e351..28b578a9d 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -44,7 +44,20 @@ module.exports = class Backtest { }); } - getBacktestResult(tickIntervalInMinutes, hours, strategy, candlePeriod, exchange, pair, options, initial_capital) { + getBacktestResult( + tickIntervalInMinutes, + hours, + strategy, + candlePeriod, + exchange, + pair, + options, + initial_capital, + projectDir + ) { + if (projectDir) { + this.projectDir = projectDir; + } return new Promise(async resolve => { const start = moment() .startOf('hour') @@ -94,7 +107,16 @@ module.exports = class Backtest { }; const end = moment().unix(); + const timeStart = moment().unix(); + let logIterations = 0; while (current < end) { + logIterations += 1; + + if (logIterations > 1000) { + console.log(new Date(current * 1000)); + logIterations = 0; + } + const strategyManager = new StrategyManager({}, mockedRepository, {}, this.projectDir); const item = await strategyManager.executeStrategyBacktest( @@ -186,6 +208,8 @@ module.exports = class Backtest { }; }); + console.log(`Took: ${moment().unix() - timeStart} seconds`); + const backtestSummary = await this.getBacktestSummary(signals, initial_capital); resolve({ summary: backtestSummary, @@ -230,14 +254,14 @@ module.exports = class Backtest { const signalType = signalObject.result._signal; // Can be long,short,close // When a trade is closed - if (signalType == 'close') { + if (signalType === 'close') { // Increment the total trades counter trades.total += 1; // Entry Position Details const entrySignalType = lastPosition.result._signal; // Long or Short const entryPrice = lastPosition.price; // Price during the trade entry - const tradedQuantity = Number((workingCapital / entryPrice)); // Quantity + const tradedQuantity = Number(workingCapital / entryPrice); // Quantity // Exit Details const exitPrice = signalObject.price; // Price during trade exit @@ -247,22 +271,23 @@ module.exports = class Backtest { let pnlValue = 0; // Profit or Loss Value // When the position is Long - if (entrySignalType == 'long') { + // eslint-disable-next-line eqeqeq + if (entrySignalType === 'long') { if (exitPrice > entryPrice) { // Long Trade is Profitable trades.profitableCount += 1; } // Set the PNL - pnlValue = exitValue - workingCapital; - } else if (entrySignalType == 'short') { + pnlValue = exitValue - workingCapital - workingCapital * 0.006; + } else if (entrySignalType === 'short') { if (exitPrice < entryPrice) { // Short Trade is Profitable trades.profitableCount += 1; } // Set the PNL - pnlValue = -(exitValue - workingCapital); + pnlValue = -(exitValue - workingCapital) - workingCapital * 0.006; } // Percentage Return diff --git a/src/modules/http.js b/src/modules/http.js index c176b1053..6d0f33c18 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -5,8 +5,12 @@ const auth = require('basic-auth'); const cookieParser = require('cookie-parser'); const crypto = require('crypto'); const moment = require('moment'); +const { fork } = require('child_process'); const OrderUtil = require('../utils/order_util'); +const backtestPendingPairs = {}; +const backtestResults = {}; + module.exports = class Http { constructor( systemUtil, @@ -92,7 +96,13 @@ module.exports = class Http { strict_variables: false }); - app.use(express.urlencoded({ limit: '12mb', extended: true, parameterLimit: 50000 })); + app.use( + express.urlencoded({ + limit: '12mb', + extended: true, + parameterLimit: 50000 + }) + ); app.use(cookieParser()); app.use(compression()); app.use(express.static(`${this.projectDir}/web/static`, { maxAge: 3600000 * 24 })); @@ -136,29 +146,52 @@ module.exports = class Http { pairs = [pairs]; } - const asyncs = pairs.map(pair => { - return async () => { - const p = pair.split('.'); + const key = moment().unix(); + + backtestPendingPairs[key] = []; + backtestResults[key] = []; + + pairs.forEach(pair => { + backtestPendingPairs[key].push(pair); + + const forked = fork('src/command/backtest.js'); - return { + forked.send({ + pair, + tickIntervalInMinutes: parseInt(req.body.ticker_interval, 10), + hours: req.body.hours, + strategy: req.body.strategy, + candlePeriod: req.body.candle_period, + options: req.body.options ? JSON.parse(req.body.options) : {}, + initial_capital: req.body.initial_capital, + projectDir: `${__dirname}/../..` + }); + + forked.on('message', msg => { + backtestPendingPairs[key].splice(backtestPendingPairs[key].indexOf(pair), 1); + backtestResults[key].push({ pair: pair, - result: await this.backtest.getBacktestResult( - parseInt(req.body.ticker_interval, 10), - req.body.hours, - req.body.strategy, - req.body.candle_period, - p[0], - p[1], - req.body.options ? JSON.parse(req.body.options) : {}, - req.body.initial_capital - ) - }; - }; + result: msg.results + }); + }); }); - const backtests = await Promise.all(asyncs.map(fn => fn())); + res.render('../templates/backtest-pending-results.html.twig', { + key: key + }); + }); + + app.get('/backtest/result/:backtestKey', async (req, res) => { + res.send({ + ready: + backtestPendingPairs[req.params.backtestKey] === undefined + ? false + : backtestPendingPairs[req.params.backtestKey].length === 0 + }); + }); - // single details view + app.get('/backtest/redirect/:backtestKey', (req, res) => { + const backtests = backtestResults[req.params.backtestKey]; if (backtests.length === 1) { res.render('../templates/backtest_submit.html.twig', backtests[0].result); return; diff --git a/src/modules/services.js b/src/modules/services.js index 95040b276..c32845514 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -151,11 +151,11 @@ module.exports = { return db; } - const myDb = Sqlite('bot.db'); + const myDb = Sqlite('C:\\temp\\crypto-trading-bot\\bot.db'); myDb.pragma('journal_mode = WAL'); myDb.pragma('SYNCHRONOUS = 1;'); - myDb.pragma('LOCKING_MODE = EXCLUSIVE;'); + // myDb.pragma('LOCKING_MODE = EXCLUSIVE;'); return (db = myDb); }, diff --git a/src/modules/trade.js b/src/modules/trade.js index def7ef70f..b8f558cf2 100644 --- a/src/modules/trade.js +++ b/src/modules/trade.js @@ -104,7 +104,7 @@ module.exports = class Trade { }); eventEmitter.on('orderbook', function(orderbookEvent) { - // console.log(orderbookEvent.orderbook) + console.log(orderbookEvent.orderbook); }); eventEmitter.on('order', async event => me.createOrderListener.onCreateOrder(event)); diff --git a/templates/backtest-pending-results.html.twig b/templates/backtest-pending-results.html.twig new file mode 100644 index 000000000..878c1fce2 --- /dev/null +++ b/templates/backtest-pending-results.html.twig @@ -0,0 +1,65 @@ +{% extends './layout.html.twig' %} + +{% block title %}Backtesting | Crypto Bot{% endblock %} + +{% block content %} + +
+ +
+
+
+
+

Backtesting

+
+
+
    +
  1. Dashboard
    2. +
  2. Backtesting
    3. +
+
+
+
+
+ + + +
+
+

Waiting for backtest id {{ key }} to finish

+
+
+ +
+ + +{% endblock %} + +{% block javascript %} + + + + +{% endblock %} + +{% block stylesheet %} + +{% endblock %} diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index adcb33512..94c7f57c7 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -45,7 +45,7 @@ - +

Chart

@@ -77,19 +77,19 @@
-
-
-

Ticks

-
- -
- {% include 'components/backtest_table.html.twig' with { - 'rows': rows, - 'extra_fields': extra_fields, - } only %} -
- -
+{#
#} +{#
#} +{#

Ticks

#} +{#
#} +{# #} +{#
#} +{# {% include 'components/backtest_table.html.twig' with {#} +{# 'rows': rows,#} +{# 'extra_fields': extra_fields,#} +{# } only %}#} +{#
#} +{# #} +{#
#}
diff --git a/var/strategies/EMA-cx-stragegy.js b/var/strategies/EMA-cx-stragegy.js new file mode 100644 index 000000000..6365b7aae --- /dev/null +++ b/var/strategies/EMA-cx-stragegy.js @@ -0,0 +1,90 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +let bullMarket; +let highestProfit = 0; + +module.exports = class Dema { + getName() { + return 'EMA Cross Strategy'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('fastEma', 'ema', options.period, { + length: options.fast_ema + }); + indicatorBuilder.add('slowEma', 'ema', options.period, { + length: options.slow_ema + }); + + indicatorBuilder.add('hma', 'hma', options.period, { + length: 9 + }); + + indicatorBuilder.add('hma', 'hma', options.period, { + length: 100 + }); + } + + period(indicatorPeriod) { + const fastEma = indicatorPeriod.getLatestIndicator('fastEma'); + const slowEma = indicatorPeriod.getLatestIndicator('slowEma'); + const lastSignal = indicatorPeriod.getLastSignal(); + + const debug = { + fast_ema: fastEma, + slow_ema: slowEma, + last_signal: lastSignal + }; + + const signal = SignalResult.createEmptySignal(debug); + // trend change + if (slowEma > fastEma) { + bullMarket = true; + if (lastSignal === undefined) { + signal.setSignal('long'); + // } else if (lastSignal === 'short') { + // signal.setSignal('close'); + } + } else if (slowEma <= fastEma) { + bullMarket = false; + if (lastSignal === undefined) { + signal.setSignal('short'); + // } else if (lastSignal === 'long') { + // signal.setSignal('close'); + } + } + + if (indicatorPeriod.getLastSignal()) { + if (indicatorPeriod.getProfit() - highestProfit > 0) { + highestProfit = indicatorPeriod.getProfit(); + } else if (highestProfit - indicatorPeriod.getProfit() > 3) { + highestProfit = 0; + // take profit + signal.addDebug('message', 'TP'); + signal.setSignal('close'); + } else if (indicatorPeriod.getProfit() < -3.5) { + // stop loss + signal.addDebug('message', 'SL'); + // signal.setSignal('close'); + } + } + + return signal; + } + + getBacktestColumns() { + return []; + } + + getOptions() { + return { + period: '1h', + fast_ema: 14, + slow_ema: 200 + }; + } +}; diff --git a/var/strategies/macd-histogram-filtered.js b/var/strategies/macd-histogram-filtered.js new file mode 100644 index 000000000..c9d9574d3 --- /dev/null +++ b/var/strategies/macd-histogram-filtered.js @@ -0,0 +1,196 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +const macdBullPeaks = []; +const macdBearPeaks = []; +let highestProfit = 0; + +let macdPeak = 0; + +module.exports = class Macd { + getName() { + return 'Macd filtered'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('macd', 'macd_ext', options.period, options); + + indicatorBuilder.add('ema40', 'ema', options.period_filter, { + length: 40 + }); + + indicatorBuilder.add('ema200', 'ema', options.period_filter, { + length: 100 + }); + } + + period(indicatorPeriod, options) { + const ema200Full = indicatorPeriod.getIndicator('ema200'); + const macdFull = indicatorPeriod.getIndicator('macd'); + const ema40Full = indicatorPeriod.getIndicator('ema40'); + + if (!macdFull || !ema200Full || !ema40Full || macdFull.length < 2 || ema200Full.length < 2) { + return undefined; + } + + const ema40 = ema40Full.slice(-1)[0]; + const ema200 = ema200Full.slice(-1)[0]; + const macd = macdFull.slice(-2); + + // overall trend filter + const long = ema40 >= ema200; + + const lastSignal = indicatorPeriod.getLastSignal(); + + const debug = { + ema200: ema200[0], + histogram: macd[0].histogram, + last_signal: lastSignal, + long: long + }; + + const current = macd[0].histogram; + const before = macd[1].histogram; + + // // trend change + // if ((lastSignal === 'long' && before > 0 && current < 0) || (lastSignal === 'short' && before < 0 && current > 0)) { + // macdPeak = 0; + // return SignalResult.createSignal('close', debug); + // } + if (lastSignal === undefined) { + if (long) { + if (current > macdPeak) { + macdPeak = current; + } + + if ( + macdBullPeaks.length > 5 && + macdPeak > this.median(macdBullPeaks) && + macdPeak * options.histogram_threshold > current + ) { + // long {if (before < 0 && current > 0) { + this.addBullMacd(macdPeak); + macdPeak = 0; + return SignalResult.createSignal('long', debug); + } + + if (before < 0 && current > 0) { + this.addBullMacd(macdPeak); + macdPeak = 0; + return SignalResult.createEmptySignal(debug); + } + } else { + // short + + if (current < macdPeak) { + macdPeak = current; + } + + if ( + macdBearPeaks.length > 5 && + macdPeak < this.median(macdBearPeaks) && + macdPeak * options.histogram_threshold < current + ) { + this.addBearMacd(macdPeak); + macdPeak = 0; + return SignalResult.createSignal('short', debug); + } + + if (before > 0 && current < 0) { + this.addBearMacd(macdPeak); + macdPeak = 0; + return SignalResult.createEmptySignal(debug); + } + } + } + + if (indicatorPeriod.getLastSignal()) { + if (indicatorPeriod.getProfit() - highestProfit > 0) { + highestProfit = indicatorPeriod.getProfit(); + } else if (highestProfit - indicatorPeriod.getProfit() > options.take_profit) { + highestProfit = 0; + const signalResult = SignalResult.createSignal('close', debug); + // take profit + signalResult.addDebug('message', 'TP'); + return signalResult; + } else if (indicatorPeriod.getProfit() < -options.stop_loss) { + // stop loss + const signalResult = SignalResult.createSignal('close', debug); + signalResult.addDebug('message', 'SL'); + return signalResult; + } + } + + return SignalResult.createEmptySignal(debug); + } + + getBacktestColumns() { + return [ + { + label: 'trend', + value: row => { + if (typeof row.long !== 'boolean') { + return undefined; + } + + return row.long === true ? 'success' : 'danger'; + }, + type: 'icon' + }, + { + label: 'histogram', + value: 'histogram', + type: 'histogram' + } + ]; + } + + getOptions() { + return { + period: '1m', + period_filter: '15m', + default_ma_type: 'EMA', + fast_period: 60, + slow_period: 130, + signal_period: 45, + take_profit: 1, + stop_loss: 0.4, + histogram_threshold: 0.2 + }; + } + + median(values) { + if (values.length === 0) throw new Error('No inputs'); + + values.sort(function(a, b) { + return a - b; + }); + + const half = Math.floor(values.length / 2); + + if (values.length % 2) { + return values[half]; + } + + return (values[half - 1] + values[half]) / 2.0; + } + + addBullMacd(value) { + if (macdBullPeaks.length === 51) { + macdBullPeaks.shift(); + } + + macdBullPeaks.push(value); + } + + addBearMacd(value) { + if (macdBearPeaks.length === 51) { + macdBearPeaks.shift(); + } + + macdBearPeaks.push(value); + } +}; From 0866a662039a4423371302192d79b8d124823fbd Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sun, 26 Dec 2021 15:13:54 +0100 Subject: [PATCH 26/41] add: refactor backtesting to a different fork This commit updates backtesting to be executed in a different fork, it allows to start up several different executions independently, either by different tabs or even different pairs at the same time. In the future, this process could be persisted in database with the intention of running long backtestings of years of information on several dozen pairs. The exclusive locking had to be disabled so that each fork also has access to transact with the database. It would be interesting to move it to a Postgres, including a potential docker file --- src/command/backtest.js | 23 ++++++ src/modules/backtest.js | 43 +++++++---- src/modules/http.js | 71 ++++++++++++++----- src/modules/services.js | 2 +- templates/backtest-pending-results.html.twig | 65 +++++++++++++++++ templates/backtest_submit.html.twig | 14 ++-- templates/components/backtest_table.html.twig | 10 +-- 7 files changed, 183 insertions(+), 45 deletions(-) create mode 100644 src/command/backtest.js create mode 100644 templates/backtest-pending-results.html.twig diff --git a/src/command/backtest.js b/src/command/backtest.js new file mode 100644 index 000000000..cb763e5b2 --- /dev/null +++ b/src/command/backtest.js @@ -0,0 +1,23 @@ +const services = require('../modules/services'); + +process.on('message', async msg => { + const p = msg.pair.split('.'); + + const results = await services + .getBacktest() + .getBacktestResult( + msg.tickIntervalInMinutes, + msg.hours, + msg.strategy, + msg.candlePeriod, + p[0], + p[1], + msg.options, + msg.initialCapital, + msg.projectDir + ); + + process.send({ + results: results + }); +}); diff --git a/src/modules/backtest.js b/src/modules/backtest.js index 974a4e351..c4805dc00 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -44,7 +44,20 @@ module.exports = class Backtest { }); } - getBacktestResult(tickIntervalInMinutes, hours, strategy, candlePeriod, exchange, pair, options, initial_capital) { + getBacktestResult( + tickIntervalInMinutes, + hours, + strategy, + candlePeriod, + exchange, + pair, + options, + initialCapital, + projectDir + ) { + if (projectDir) { + this.projectDir = projectDir; + } return new Promise(async resolve => { const start = moment() .startOf('hour') @@ -186,7 +199,7 @@ module.exports = class Backtest { }; }); - const backtestSummary = await this.getBacktestSummary(signals, initial_capital); + const backtestSummary = await this.getBacktestSummary(signals, initialCapital); resolve({ summary: backtestSummary, rows: rows.slice().reverse(), @@ -205,10 +218,10 @@ module.exports = class Backtest { }); } - getBacktestSummary(signals, initial_capital) { - return new Promise(async resolve => { - const initialCapital = Number(initial_capital); // 1000 $ Initial Capital - let workingCapital = initialCapital; // Capital that changes after every trade + getBacktestSummary(signals, initialCapital) { + return new Promise(resolve => { + const initialCapitalNumber = Number(initialCapital); // 1000 $ Initial Capital + let workingCapital = initialCapitalNumber; // Capital that changes after every trade let lastPosition; // Holds Info about last action @@ -227,17 +240,17 @@ module.exports = class Backtest { // Iterate over all the signals for (let s = 0; s < signals.length; s++) { const signalObject = signals[s]; - const signalType = signalObject.result._signal; // Can be long,short,close + const signalType = signalObject.result.getSignal(); // Can be long,short,close // When a trade is closed - if (signalType == 'close') { + if (signalType === 'close') { // Increment the total trades counter trades.total += 1; // Entry Position Details - const entrySignalType = lastPosition.result._signal; // Long or Short + const entrySignalType = lastPosition.result.getSignal(); // Long or Short const entryPrice = lastPosition.price; // Price during the trade entry - const tradedQuantity = Number((workingCapital / entryPrice)); // Quantity + const tradedQuantity = Number(workingCapital / entryPrice); // Quantity // Exit Details const exitPrice = signalObject.price; // Price during trade exit @@ -247,7 +260,7 @@ module.exports = class Backtest { let pnlValue = 0; // Profit or Loss Value // When the position is Long - if (entrySignalType == 'long') { + if (entrySignalType === 'long') { if (exitPrice > entryPrice) { // Long Trade is Profitable trades.profitableCount += 1; @@ -255,7 +268,7 @@ module.exports = class Backtest { // Set the PNL pnlValue = exitValue - workingCapital; - } else if (entrySignalType == 'short') { + } else if (entrySignalType === 'short') { if (exitPrice < entryPrice) { // Short Trade is Profitable trades.profitableCount += 1; @@ -276,7 +289,7 @@ module.exports = class Backtest { // Update Working Cap workingCapital += pnlValue; - } else if (signalType == 'long' || signalType == 'short') { + } else if (signalType === 'long' || signalType === 'short') { // Enter into a position lastPosition = signalObject; } @@ -309,7 +322,7 @@ module.exports = class Backtest { // -- End of Sharpe Ratio Calculation // Net Profit - const netProfit = Number((((workingCapital - initialCapital) / initialCapital) * 100).toFixed(2)); + const netProfit = Number((((workingCapital - initialCapitalNumber) / initialCapitalNumber) * 100).toFixed(2)); trades.profitabilityPercent = Number(((trades.profitableCount * 100) / trades.total).toFixed(2)); @@ -317,7 +330,7 @@ module.exports = class Backtest { sharpeRatio: sharpeRatio, averagePNLPercent: averagePNLPercent, netProfit: netProfit, - initialCapital: initialCapital, + initialCapital: initialCapitalNumber, finalCapital: Number(workingCapital.toFixed(2)), trades: trades }; diff --git a/src/modules/http.js b/src/modules/http.js index c176b1053..d73cd9806 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -5,8 +5,12 @@ const auth = require('basic-auth'); const cookieParser = require('cookie-parser'); const crypto = require('crypto'); const moment = require('moment'); +const { fork } = require('child_process'); const OrderUtil = require('../utils/order_util'); +const backtestPendingPairs = {}; +const backtestResults = {}; + module.exports = class Http { constructor( systemUtil, @@ -92,7 +96,13 @@ module.exports = class Http { strict_variables: false }); - app.use(express.urlencoded({ limit: '12mb', extended: true, parameterLimit: 50000 })); + app.use( + express.urlencoded({ + limit: '12mb', + extended: true, + parameterLimit: 50000 + }) + ); app.use(cookieParser()); app.use(compression()); app.use(express.static(`${this.projectDir}/web/static`, { maxAge: 3600000 * 24 })); @@ -136,29 +146,52 @@ module.exports = class Http { pairs = [pairs]; } - const asyncs = pairs.map(pair => { - return async () => { - const p = pair.split('.'); + const key = moment().unix(); + + backtestPendingPairs[key] = []; + backtestResults[key] = []; + + pairs.forEach(pair => { + backtestPendingPairs[key].push(pair); + + const forked = fork('src/command/backtest.js'); - return { + forked.send({ + pair, + tickIntervalInMinutes: parseInt(req.body.ticker_interval, 10), + hours: req.body.hours, + strategy: req.body.strategy, + candlePeriod: req.body.candle_period, + options: req.body.options ? JSON.parse(req.body.options) : {}, + initialCapital: req.body.initial_capital, + projectDir: this.projectDir + }); + + forked.on('message', msg => { + backtestPendingPairs[key].splice(backtestPendingPairs[key].indexOf(pair), 1); + backtestResults[key].push({ pair: pair, - result: await this.backtest.getBacktestResult( - parseInt(req.body.ticker_interval, 10), - req.body.hours, - req.body.strategy, - req.body.candle_period, - p[0], - p[1], - req.body.options ? JSON.parse(req.body.options) : {}, - req.body.initial_capital - ) - }; - }; + result: msg.results + }); + }); }); - const backtests = await Promise.all(asyncs.map(fn => fn())); + res.render('../templates/backtest-pending-results.html.twig', { + key: key + }); + }); + + app.get('/backtest/:backtestKey', async (req, res) => { + res.send({ + ready: + backtestPendingPairs[req.params.backtestKey] === undefined + ? false + : backtestPendingPairs[req.params.backtestKey].length === 0 + }); + }); - // single details view + app.get('/backtest/result/:backtestKey', (req, res) => { + const backtests = backtestResults[req.params.backtestKey]; if (backtests.length === 1) { res.render('../templates/backtest_submit.html.twig', backtests[0].result); return; diff --git a/src/modules/services.js b/src/modules/services.js index 95040b276..d90f749a8 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -155,7 +155,7 @@ module.exports = { myDb.pragma('journal_mode = WAL'); myDb.pragma('SYNCHRONOUS = 1;'); - myDb.pragma('LOCKING_MODE = EXCLUSIVE;'); + // myDb.pragma('LOCKING_MODE = EXCLUSIVE;'); return (db = myDb); }, diff --git a/templates/backtest-pending-results.html.twig b/templates/backtest-pending-results.html.twig new file mode 100644 index 000000000..cdcb326c0 --- /dev/null +++ b/templates/backtest-pending-results.html.twig @@ -0,0 +1,65 @@ +{% extends './layout.html.twig' %} + +{% block title %}Backtesting | Crypto Bot{% endblock %} + +{% block content %} + +
+ +
+
+
+
+

Backtesting

+
+
+
    +
  1. Dashboard
    2. +
  2. Backtesting
    3. +
+
+
+
+
+ + + +
+
+

Waiting results for backtest id {{ key }}

+
+
+ +
+ + +{% endblock %} + +{% block javascript %} + + + + +{% endblock %} + +{% block stylesheet %} + +{% endblock %} diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index adcb33512..6a536385f 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -45,7 +45,7 @@ - +

Chart

@@ -83,10 +83,14 @@
- {% include 'components/backtest_table.html.twig' with { - 'rows': rows, - 'extra_fields': extra_fields, - } only %} + {% if rows|length > 1000 %} + {% include 'components/backtest_table.html.twig' with { + 'rows': rows, + 'extra_fields': extra_fields, + } only %} + {% else %} + Too many rows detected, rendering process skipped. + {% endif %}
diff --git a/templates/components/backtest_table.html.twig b/templates/components/backtest_table.html.twig index aa1dc6437..146160797 100644 --- a/templates/components/backtest_table.html.twig +++ b/templates/components/backtest_table.html.twig @@ -21,7 +21,7 @@ {{ row.price|default }} {% if row.profit is defined %} - {{ row.profit|round(2) }} % + {{ row.profit|round(2) }} % {% endif %} {% if row.lastPriceClosed is defined %} @@ -30,11 +30,11 @@ {% if row.result is defined %} - {% if row.result.signal == 'long' %} + {% if row.result._signal == 'long' %} - {% elseif row.result.signal == 'short' %} + {% elseif row.result._signal == 'short' %} - {% elseif row.result.signal == 'close' %} + {% elseif row.result._signal == 'close' %} {% endif %} {% endif %} @@ -76,4 +76,4 @@ {% endfor %} - \ No newline at end of file + From b4c897261248c10631889ffd3f72096487330c04 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 28 Dec 2021 13:39:25 +0100 Subject: [PATCH 27/41] add: Calculate fees on backtest This change adds calculation of fees during backtesting increasing the accuracy of the test. --- README.md | 14 ++++++++++ instance.js.dist | 4 +++ src/command/backtest.js | 2 ++ src/modules/backtest.js | 27 ++++++++++++------- .../components/backtest_summary.html.twig | 8 ++++++ 5 files changed, 46 insertions(+), 9 deletions(-) diff --git a/README.md b/README.md index 07fd5b0aa..d44a8a723 100644 --- a/README.md +++ b/README.md @@ -338,6 +338,7 @@ c.symbols = [ symbol: 'ETHUSDT', exchange: 'binance_futures', periods: ['1m', '15m', '1h'], + feesPerTrade: 0.04, trade: { currency_capital: 10, strategies: [ @@ -369,6 +370,7 @@ Per pair you can set used margin before orders are created; depending on exchang c.symbols.push({ 'symbol': 'BTCUSD', 'exchange': 'bitmex', + 'feesPerTrade': 0.05, 'extra': { 'bitmex_leverage': 5, }, @@ -377,12 +379,24 @@ Per pair you can set used margin before orders are created; depending on exchang c.symbols.push({ 'symbol': 'EOSUSD', 'exchange': 'bybit', + 'feesPerTrade': 0.075, 'extra': { 'bybit_leverage': 5, }, }) ``` +### Fees + +Fees can be configured on `instance.js` file including the field `feesPerTrade`, it is important to +mention that prices of fees are for Taker, not for Maker + +For example: + +Binance futures: has a Maker/Taker 0.0200%/0.0400%. + +'feesPerTrade': 0.04, + ## Tools ### Fill data diff --git a/instance.js.dist b/instance.js.dist index 621c0854f..1600a0630 100644 --- a/instance.js.dist +++ b/instance.js.dist @@ -94,6 +94,7 @@ c.init = () => { 'periods': ['1m', '15m', '1h'], 'exchange': 'binance', 'state': 'watch', + 'feesPerTrade': 0.04, 'watchdogs': [ { 'name': 'stoploss_watch', @@ -144,6 +145,7 @@ y.forEach((pair) => { 'symbol': pair, 'periods': ['1m', '15m', '1h'], 'exchange': 'bitmex', + 'feesPerTrade': 0.1, 'state': 'watch', 'extra': { 'bitmex_leverage': 5, @@ -193,6 +195,7 @@ l.forEach((pair) => { 'symbol': pair, 'periods': ['1m', '15m', '1h'], 'exchange': 'bitmex_testnet', + 'feesPerTrade': 0.1, 'state': 'watch', 'watchdogs': [ { @@ -235,6 +238,7 @@ z.forEach((pair) => { 'symbol': pair, 'periods': ['1m', '15m', '1h'], 'exchange': 'binance', + 'feesPerTrade': 0.1, 'state': 'watch', 'strategies': [ { diff --git a/src/command/backtest.js b/src/command/backtest.js index cb763e5b2..66ed827fd 100644 --- a/src/command/backtest.js +++ b/src/command/backtest.js @@ -3,6 +3,8 @@ const services = require('../modules/services'); process.on('message', async msg => { const p = msg.pair.split('.'); + services.boot(msg.projectDir); + const results = await services .getBacktest() .getBacktestResult( diff --git a/src/modules/backtest.js b/src/modules/backtest.js index c4805dc00..3d190e757 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -199,7 +199,10 @@ module.exports = class Backtest { }; }); - const backtestSummary = await this.getBacktestSummary(signals, initialCapital); + const instance = this.instances.symbols.filter(i => i.symbol === pair && i.exchange === exchange)[0]; + const fees = instance.feesPerTrade === undefined ? 0 : instance.feesPerTrade; + + const backtestSummary = await this.getBacktestSummary(signals, initialCapital, fees); resolve({ summary: backtestSummary, rows: rows.slice().reverse(), @@ -218,7 +221,7 @@ module.exports = class Backtest { }); } - getBacktestSummary(signals, initialCapital) { + getBacktestSummary(signals, initialCapital, feesPerTrade) { return new Promise(resolve => { const initialCapitalNumber = Number(initialCapital); // 1000 $ Initial Capital let workingCapital = initialCapitalNumber; // Capital that changes after every trade @@ -235,8 +238,8 @@ module.exports = class Backtest { }; let cumulativePNLPercent = 0; // Sum of all the PNL Percentages + let cumulativeNetFees = 0; const pnlRateArray = []; // Array of all PNL Percentages of all the trades - // Iterate over all the signals for (let s = 0; s < signals.length; s++) { const signalObject = signals[s]; @@ -248,34 +251,39 @@ module.exports = class Backtest { trades.total += 1; // Entry Position Details - const entrySignalType = lastPosition.result.getSignal(); // Long or Short const entryPrice = lastPosition.price; // Price during the trade entry const tradedQuantity = Number(workingCapital / entryPrice); // Quantity - + const entrySignalType = lastPosition.result.getSignal(); // Long or Short + const entryValue = Number((tradedQuantity * entryPrice).toFixed(2)); // Price * Quantity + const entryFee = (entryValue * feesPerTrade) / 100; // Exit Details const exitPrice = signalObject.price; // Price during trade exit const exitValue = Number((tradedQuantity * exitPrice).toFixed(2)); // Price * Quantity + const exitFee = (exitValue * feesPerTrade) / 100; + + const totalFee = entryFee + exitFee; + cumulativeNetFees += totalFee; // Trade Details let pnlValue = 0; // Profit or Loss Value // When the position is Long if (entrySignalType === 'long') { - if (exitPrice > entryPrice) { + if (exitValue - totalFee > entryValue) { // Long Trade is Profitable trades.profitableCount += 1; } // Set the PNL - pnlValue = exitValue - workingCapital; + pnlValue = exitValue - totalFee - workingCapital; } else if (entrySignalType === 'short') { - if (exitPrice < entryPrice) { + if (exitValue - totalFee < entryValue) { // Short Trade is Profitable trades.profitableCount += 1; } // Set the PNL - pnlValue = -(exitValue - workingCapital); + pnlValue = -(exitValue - totalFee - workingCapital); } // Percentage Return @@ -330,6 +338,7 @@ module.exports = class Backtest { sharpeRatio: sharpeRatio, averagePNLPercent: averagePNLPercent, netProfit: netProfit, + netFees: cumulativeNetFees, initialCapital: initialCapitalNumber, finalCapital: Number(workingCapital.toFixed(2)), trades: trades diff --git a/templates/components/backtest_summary.html.twig b/templates/components/backtest_summary.html.twig index 355a2aae8..2e4690ded 100644 --- a/templates/components/backtest_summary.html.twig +++ b/templates/components/backtest_summary.html.twig @@ -17,6 +17,14 @@ {{ summary.finalCapital }} $ + + + Net Fees + + + {{ summary.netFees|round(2) }} $ + + Net Return on Investment From 8798f59ad995a7aa431d9388611f7395b295d7c8 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 28 Dec 2021 14:31:53 +0100 Subject: [PATCH 28/41] add arrow, fix backtest fees --- src/modules/backtest.js | 2 +- templates/backtest_submit.html.twig | 2 +- templates/components/backtest_table.html.twig | 2 ++ 3 files changed, 4 insertions(+), 2 deletions(-) diff --git a/src/modules/backtest.js b/src/modules/backtest.js index c47d66a63..4a7af00f7 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -213,7 +213,7 @@ module.exports = class Backtest { console.log(`Took: ${moment().unix() - timeStart} seconds`); - const backtestSummary = await this.getBacktestSummary(signals, initialCapital); + const backtestSummary = await this.getBacktestSummary(signals, initialCapital, fees); resolve({ summary: backtestSummary, rows: rows.slice().reverse(), diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index 6a536385f..161b908a6 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -83,7 +83,7 @@
- {% if rows|length > 1000 %} + {% if rows|length > 200 %} {% include 'components/backtest_table.html.twig' with { 'rows': rows, 'extra_fields': extra_fields, diff --git a/templates/components/backtest_table.html.twig b/templates/components/backtest_table.html.twig index 146160797..138c3ee36 100644 --- a/templates/components/backtest_table.html.twig +++ b/templates/components/backtest_table.html.twig @@ -63,6 +63,8 @@ {{ column.value }} {% elseif column.type == 'icon' %} {% if column.value is defined %}{% endif %} + {% elseif column.type == 'arrow' %} + {% if column.value is defined %}{% endif %} {% else %} {{ column.value }} {% endif %} From 373531b5b756e3f8527e5c4c5c623f3ec188ffed Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Wed, 29 Dec 2021 12:27:32 +0000 Subject: [PATCH 29/41] backtest update --- src/modules/backtest.js | 50 ++++++-- src/modules/services.js | 2 +- src/modules/strategy/dict/signal_result.js | 2 +- templates/backtest_submit.html.twig | 5 +- templates/backtest_submit_multiple.html.twig | 24 ++++ .../components/backtest_summary.html.twig | 20 +++- var/strategies/macd-histogram-filtered.js | 107 +++++++++++------- var/strategies/macd-unfiltered.js | 106 +++++++++++++++++ 8 files changed, 257 insertions(+), 59 deletions(-) create mode 100644 var/strategies/macd-unfiltered.js diff --git a/src/modules/backtest.js b/src/modules/backtest.js index 4a7af00f7..e4b4470bf 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -3,6 +3,8 @@ const _ = require('lodash'); const StrategyManager = require('./strategy/strategy_manager'); const Resample = require('../utils/resample'); const CommonUtil = require('../utils/common_util'); +const SignalResult = require('./strategy/dict/signal_result.js'); +const periodCache = {}; module.exports = class Backtest { constructor(instances, strategyManager, exchangeCandleCombine, projectDir) { @@ -70,8 +72,8 @@ module.exports = class Backtest { let current = start; // mock repository for window selection of candles - const periodCache = {}; - const prefillWindow = start - Resample.convertPeriodToMinute(candlePeriod) * 200 * 60; + + const prefillWindow = start - Resample.convertPeriodToMinute(candlePeriod) * 500 * 60; const mockedRepository = { fetchCombinedCandles: async (mainExchange, symbol, period, exchanges = []) => { const key = mainExchange + symbol + period; @@ -127,6 +129,7 @@ module.exports = class Backtest { lastSignal.signal, lastSignal.price ); + item.time = current; // so change in signal @@ -146,6 +149,16 @@ module.exports = class Backtest { lastSignalClosed.signal = undefined; lastSignalClosed.price = undefined; + } else if (currentSignal === 'reverse') { + // Set closed + lastSignalClosed.signal = lastSignal.signal; + lastSignalClosed.price = lastSignal.price; + + lastSignal.signal = lastSignalClosed.signal === 'short' ? 'long' : 'short'; + lastSignal.price = item.price; + + // Mimic a normal close signal, simplifies implementation + item.result.setSignal('close'); } else if (currentSignal === 'close') { lastSignalClosed.signal = lastSignal.signal; lastSignalClosed.price = lastSignal.price; @@ -165,6 +178,17 @@ module.exports = class Backtest { rows.push(item); + // Check if signal was reversed and add a new item + if (currentSignal === 'reverse') { + // adds extra item including the reverse + rows.push({ + price: item.price, + columns: item.columns, + result: SignalResult.createSignal(lastSignal.signal, item.result.debug), + time: item.time + }); + } + current += tickIntervalInMinutes * 60; } @@ -248,7 +272,9 @@ module.exports = class Backtest { profitabilityPercent: 0 // Percentage Of Trades that were profitable }; - let cumulativePNLPercent = 0; // Sum of all the PNL Percentages + let cumulativePnlPercent = 0; // Sum of all the PNL Percentages + let cumulativePnlShorts = 0; + let cumulativePnlLongs = 0; let cumulativeNetFees = 0; const pnlRateArray = []; // Array of all PNL Percentages of all the trades // Iterate over all the signals @@ -262,9 +288,9 @@ module.exports = class Backtest { trades.total += 1; // Entry Position Details + const entrySignalType = lastPosition.result.getSignal(); // Long or Short const entryPrice = lastPosition.price; // Price during the trade entry const tradedQuantity = Number(workingCapital / entryPrice); // Quantity - const entrySignalType = lastPosition.result.getSignal(); // Long or Short const entryValue = Number((tradedQuantity * entryPrice).toFixed(2)); // Price * Quantity const entryFee = (entryValue * feesPerTrade) / 100; // Exit Details @@ -279,7 +305,6 @@ module.exports = class Backtest { let pnlValue = 0; // Profit or Loss Value // When the position is Long - // eslint-disable-next-line eqeqeq if (entrySignalType === 'long') { if (exitValue - totalFee > entryValue) { // Long Trade is Profitable @@ -287,7 +312,8 @@ module.exports = class Backtest { } // Set the PNL - pnlValue = exitValue - totalFee - workingCapital - workingCapital * 0.006; + pnlValue = exitValue - totalFee - workingCapital; + cumulativePnlLongs += pnlValue; } else if (entrySignalType === 'short') { if (exitValue - totalFee < entryValue) { // Short Trade is Profitable @@ -295,14 +321,16 @@ module.exports = class Backtest { } // Set the PNL - pnlValue = -(exitValue - totalFee - workingCapital) - workingCapital * 0.006; + pnlValue = -(exitValue - totalFee - workingCapital); + cumulativePnlShorts += pnlValue; } // Percentage Return - const pnlPercent = Number(((pnlValue / workingCapital) * 100).toFixed(2)); + // const pnlPercent = Number(((pnlValue / workingCapital) * 100).toFixed(2)); + const pnlPercent = (pnlValue / workingCapital) * 100; // Summation of Percentage Return - cumulativePNLPercent += pnlPercent; + cumulativePnlPercent += pnlPercent; // Maintaining the Percentage array pnlRateArray.push(pnlPercent); @@ -321,7 +349,7 @@ module.exports = class Backtest { // Calculating the Sharpe Ratio ---------------------------------------------------------- // Average PNL Percent - averagePNLPercent = Number((cumulativePNLPercent / trades.total).toFixed(2)); + averagePNLPercent = Number((cumulativePnlPercent / trades.total).toFixed(2)); // Initialize Sum of Mean Square Differences let msdSum = 0; @@ -350,6 +378,8 @@ module.exports = class Backtest { sharpeRatio: sharpeRatio, averagePNLPercent: averagePNLPercent, netProfit: netProfit, + cumulativePnlLongs: Number(cumulativePnlLongs).toFixed(2), + cumulativePnlShorts: Number(cumulativePnlShorts).toFixed(2), netFees: cumulativeNetFees, initialCapital: initialCapitalNumber, finalCapital: Number(workingCapital.toFixed(2)), diff --git a/src/modules/services.js b/src/modules/services.js index c32845514..d90f749a8 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -151,7 +151,7 @@ module.exports = { return db; } - const myDb = Sqlite('C:\\temp\\crypto-trading-bot\\bot.db'); + const myDb = Sqlite('bot.db'); myDb.pragma('journal_mode = WAL'); myDb.pragma('SYNCHRONOUS = 1;'); diff --git a/src/modules/strategy/dict/signal_result.js b/src/modules/strategy/dict/signal_result.js index 8247bf17b..7c887e591 100644 --- a/src/modules/strategy/dict/signal_result.js +++ b/src/modules/strategy/dict/signal_result.js @@ -14,7 +14,7 @@ module.exports = class SignalResult { } setSignal(signal) { - if (!['long', 'short', 'close'].includes(signal)) { + if (!['long', 'short', 'close', 'reverse'].includes(signal)) { throw `Invalid signal:${signal}`; } diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index 161b908a6..f4dd30245 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -34,7 +34,8 @@
-

Summary - {{ start|date('y-m-d H:i:s') }} - {{ end|date('y-m-d H:i:s') }}

+{#

Summary - {{ start|date('y-m-d H:i:s') }} - {{ end|date('y-m-d H:i:s') }}

#} +

Summary - {{ start }} - {{ end }}

@@ -83,7 +84,7 @@
- {% if rows|length > 200 %} + {% if rows|length < 500 %} {% include 'components/backtest_table.html.twig' with { 'rows': rows, 'extra_fields': extra_fields, diff --git a/templates/backtest_submit_multiple.html.twig b/templates/backtest_submit_multiple.html.twig index d5b0ba4b2..310eb6a8a 100644 --- a/templates/backtest_submit_multiple.html.twig +++ b/templates/backtest_submit_multiple.html.twig @@ -43,6 +43,30 @@ 'summary': backtest.result.summary } only %}
+
+

Chart

+
+ +
+
+
+ + +
+

Signals

+
+ +
+ {% if backtest.result.signals|length > 0 %} + {% include 'components/backtest_table.html.twig' with { + 'rows': backtest.result.signals, + 'extra_fields': backtest.result.extra_fields, + } only %} + {% else %} +

No signals given

+ {% endif %} +
+
{% endfor %} diff --git a/templates/components/backtest_summary.html.twig b/templates/components/backtest_summary.html.twig index 2e4690ded..ef14252ce 100644 --- a/templates/components/backtest_summary.html.twig +++ b/templates/components/backtest_summary.html.twig @@ -35,10 +35,18 @@ - Sharpe Ratio + Net Return on Long transactions + + + {{ summary.cumulativePnlLongs }} $ + + - {{ summary.sharpeRatio }} + Net Return on Short transactions + + + {{ summary.cumulativePnlShorts }} $ @@ -46,6 +54,14 @@
+ + + + + - - + + - @@ -25,18 +25,11 @@ - - + + + -
+ Sharpe Ratio + + {{ summary.sharpeRatio }} +
Average Return Per Trade diff --git a/var/strategies/macd-histogram-filtered.js b/var/strategies/macd-histogram-filtered.js index c9d9574d3..2ea3db0ba 100644 --- a/var/strategies/macd-histogram-filtered.js +++ b/var/strategies/macd-histogram-filtered.js @@ -18,35 +18,44 @@ module.exports = class Macd { indicatorBuilder.add('macd', 'macd_ext', options.period, options); - indicatorBuilder.add('ema40', 'ema', options.period_filter, { + indicatorBuilder.add('emaFast', 'ema', options.period_filter, { length: 40 }); - indicatorBuilder.add('ema200', 'ema', options.period_filter, { - length: 100 + indicatorBuilder.add('emaSlow', 'ema', options.period_filter, { + length: 10 + }); + + indicatorBuilder.add('psar', 'psar', options.period, { + step: 0.02, + max: 0.02 }); } period(indicatorPeriod, options) { - const ema200Full = indicatorPeriod.getIndicator('ema200'); + const emaSlowFull = indicatorPeriod.getIndicator('emaSlow'); const macdFull = indicatorPeriod.getIndicator('macd'); - const ema40Full = indicatorPeriod.getIndicator('ema40'); + const emaFastFull = indicatorPeriod.getIndicator('emaFast'); + const psarFull = indicatorPeriod.getIndicator('psar'); - if (!macdFull || !ema200Full || !ema40Full || macdFull.length < 2 || ema200Full.length < 2) { + if (!macdFull || !emaSlowFull || !emaFastFull || !psarFull || macdFull.length < 2 || emaSlowFull.length < 2) { return undefined; } - const ema40 = ema40Full.slice(-1)[0]; - const ema200 = ema200Full.slice(-1)[0]; + const emaFast = emaFastFull.slice(-1)[0]; + const emaSlow = emaSlowFull.slice(-1)[0]; const macd = macdFull.slice(-2); + const psar = psarFull.slice(-1)[0]; // overall trend filter - const long = ema40 >= ema200; + const long = emaFast >= emaSlow; const lastSignal = indicatorPeriod.getLastSignal(); const debug = { - ema200: ema200[0], + emaSlow: emaSlow, + emaFast: emaFast, + psar: psar, histogram: macd[0].histogram, last_signal: lastSignal, long: long @@ -55,11 +64,6 @@ module.exports = class Macd { const current = macd[0].histogram; const before = macd[1].histogram; - // // trend change - // if ((lastSignal === 'long' && before > 0 && current < 0) || (lastSignal === 'short' && before < 0 && current > 0)) { - // macdPeak = 0; - // return SignalResult.createSignal('close', debug); - // } if (lastSignal === undefined) { if (long) { if (current > macdPeak) { @@ -67,7 +71,7 @@ module.exports = class Macd { } if ( - macdBullPeaks.length > 5 && + macdBullPeaks.length > 2 && macdPeak > this.median(macdBullPeaks) && macdPeak * options.histogram_threshold > current ) { @@ -90,7 +94,7 @@ module.exports = class Macd { } if ( - macdBearPeaks.length > 5 && + macdBearPeaks.length > 2 && macdPeak < this.median(macdBearPeaks) && macdPeak * options.histogram_threshold < current ) { @@ -108,15 +112,33 @@ module.exports = class Macd { } if (indicatorPeriod.getLastSignal()) { - if (indicatorPeriod.getProfit() - highestProfit > 0) { - highestProfit = indicatorPeriod.getProfit(); - } else if (highestProfit - indicatorPeriod.getProfit() > options.take_profit) { - highestProfit = 0; - const signalResult = SignalResult.createSignal('close', debug); - // take profit - signalResult.addDebug('message', 'TP'); - return signalResult; - } else if (indicatorPeriod.getProfit() < -options.stop_loss) { + if (psarFull.length > 0) { + if (indicatorPeriod.getLastSignal() === 'short' && psar > indicatorPeriod.getPrice()) { + const signalResult = SignalResult.createSignal('close', debug); + // take profit + signalResult.addDebug('message', 'PSAR cross'); + return signalResult; + } + + if (indicatorPeriod.getLastSignal() === 'long' && psar < indicatorPeriod.getPrice()) { + const signalResult = SignalResult.createSignal('close', debug); + // take profit + signalResult.addDebug('message', 'PSAR cross'); + return signalResult; + } + } + + // if (indicatorPeriod.getProfit() - highestProfit > 0) { + // highestProfit = indicatorPeriod.getProfit(); + // } else if (highestProfit - indicatorPeriod.getProfit() > options.take_profit) { + // highestProfit = 0; + // const signalResult = SignalResult.createSignal('close', debug); + // // take profit + // signalResult.addDebug('message', 'TP'); + // return signalResult; + // } else + + if (indicatorPeriod.getProfit() < -options.stop_loss) { // stop loss const signalResult = SignalResult.createSignal('close', debug); signalResult.addDebug('message', 'SL'); @@ -136,9 +158,9 @@ module.exports = class Macd { return undefined; } - return row.long === true ? 'success' : 'danger'; + return row.long === true ? 'up' : 'down'; }, - type: 'icon' + type: 'arrow' }, { label: 'histogram', @@ -148,22 +170,8 @@ module.exports = class Macd { ]; } - getOptions() { - return { - period: '1m', - period_filter: '15m', - default_ma_type: 'EMA', - fast_period: 60, - slow_period: 130, - signal_period: 45, - take_profit: 1, - stop_loss: 0.4, - histogram_threshold: 0.2 - }; - } - median(values) { - if (values.length === 0) throw new Error('No inputs'); + if (values.length === 0) return 0; values.sort(function(a, b) { return a - b; @@ -193,4 +201,17 @@ module.exports = class Macd { macdBearPeaks.push(value); } + + getOptions() { + return { + period: '5m', + period_filter: '1h', + default_ma_type: 'EMA', + fast_period: 30, + slow_period: 100, + take_profit: 1, + stop_loss: 0.4, + histogram_threshold: 0.2 + }; + } }; diff --git a/var/strategies/macd-unfiltered.js b/var/strategies/macd-unfiltered.js new file mode 100644 index 000000000..b13ae1609 --- /dev/null +++ b/var/strategies/macd-unfiltered.js @@ -0,0 +1,106 @@ +const SignalResult = require('../../src/modules/strategy/dict/signal_result.js'); + +module.exports = class Macd { + getName() { + return 'macd unfiltered'; + } + + buildIndicator(indicatorBuilder, options) { + if (!options.period) { + throw Error('Invalid period'); + } + + indicatorBuilder.add('macd', 'macd_ext', options.period, options); + + indicatorBuilder.add('hma', 'hma', options.period, { + length: 9 + }); + + indicatorBuilder.add('sma200', 'sma', options.period, { + length: 200 + }); + } + + period(indicatorPeriod) { + const sma200Full = indicatorPeriod.getIndicator('sma200'); + const macdFull = indicatorPeriod.getIndicator('macd'); + const hmaFull = indicatorPeriod.getIndicator('hma'); + + if (!macdFull || !sma200Full || !hmaFull || macdFull.length < 2 || sma200Full.length < 2) { + return undefined; + } + + const hma = hmaFull.slice(-1)[0]; + const sma200 = sma200Full.slice(-1)[0]; + const macd = macdFull.slice(-2); + + // overall trend filter + const long = hma >= sma200; + + const lastSignal = indicatorPeriod.getLastSignal(); + + const current = macd[0].histogram; + const before = macd[1].histogram; + + const debug = { + sma200: sma200[0], + histogram: macd[0].histogram, + last_signal: lastSignal, + before: before, + current: current, + long: long + }; + + // trend change + if ((lastSignal === 'long' && before > 0 && current < 0) || (lastSignal === 'short' && before < 0 && current > 0)) { + return SignalResult.createSignal('reverse', debug); + } + + if (before < 0 && current > 0) { + return SignalResult.createSignal('long', debug); + } + + if (before > 0 && current < 0) { + return SignalResult.createSignal('short', debug); + } + + // if (indicatorPeriod.getProfit() < -1.5) { + // // stop loss + // const signalResult = SignalResult.createSignal('close', debug); + // signalResult.addDebug('message', 'SL'); + // return signalResult; + // } + return SignalResult.createEmptySignal(debug); + } + + getBacktestColumns() { + return [ + { + label: 'trend', + value: row => { + if (typeof row.long !== 'boolean') { + return undefined; + } + + return row.long === true ? 'success' : 'danger'; + }, + type: 'icon' + }, + { + label: 'histogram', + value: 'histogram', + type: 'histogram' + } + ]; + } + + getOptions() { + return { + period: '15m', + default_ma_type: 'MA', + fast_period: 12, + slow_period: 26, + signal_period: 9 + }; + } +}; From 1f42295e3a3b7f98d94672b650183b861a5add8a Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Thu, 30 Dec 2021 23:59:32 +0000 Subject: [PATCH 30/41] Add reverse transaction --- src/modules/listener/tick_listener.js | 32 +++++++++++++++++++--- src/modules/strategy/dict/signal_result.js | 4 +++ 2 files changed, 32 insertions(+), 4 deletions(-) diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index 773c50313..84094b070 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -4,6 +4,8 @@ const StrategyContext = require('../../dict/strategy_context'); const Order = require('../../dict/order'); const OrderCapital = require('../../dict/order_capital'); +const tradeLastSignal = {}; + module.exports = class TickListener { constructor( tickers, @@ -110,10 +112,12 @@ module.exports = class TickListener { const strategyKey = strategy.strategy; - let context = StrategyContext.create(strategy.options, ticker); + const lastSignalKey = strategyKey + symbol.exchange + symbol.symbol; + + let context = StrategyContext.create(strategy.options, ticker, false); const position = await this.exchangeManager.getPosition(symbol.exchange, symbol.symbol); if (position) { - context = StrategyContext.createFromPosition(strategy.options, ticker, position); + context = StrategyContext.createFromPosition(strategy.options, ticker, position, false); } const result = await this.strategyManager.executeStrategy( @@ -134,15 +138,31 @@ module.exports = class TickListener { await this.placeStrategyOrders(placedOrder, symbol); } - const signal = result.getSignal(); + let signal = result.getSignal(); if (!signal || typeof signal === 'undefined') { return; } - if (!['close', 'short', 'long'].includes(signal)) { + if (!['close', 'short', 'long', 'reverse'].includes(signal)) { throw Error(`Invalid signal: ${JSON.stringify(signal, strategy)}`); } + let isReverse = false; + let nextSignal; + + if (signal === 'reverse') { + isReverse = true; + + const lastSignal = tradeLastSignal[lastSignalKey]; + + if (lastSignal) { + nextSignal = lastSignal === 'short' ? 'long' : 'short'; + // This signal is a close + signal = 'close'; + result.emptyPlaceOrder(); + } + } + const signalWindow = moment() .subtract(_.get(symbol, 'trade.signal_slowdown_minutes', 15), 'minutes') .toDate(); @@ -176,6 +196,10 @@ module.exports = class TickListener { this.notified[noteKey] = new Date(); await this.pairStateManager.update(symbol.exchange, symbol.symbol, signal); + + if (isReverse) { + await this.pairStateManager.update(symbol.exchange, symbol.symbol, nextSignal); + } } async placeStrategyOrders(placedOrder, symbol) { diff --git a/src/modules/strategy/dict/signal_result.js b/src/modules/strategy/dict/signal_result.js index 7c887e591..de3c35625 100644 --- a/src/modules/strategy/dict/signal_result.js +++ b/src/modules/strategy/dict/signal_result.js @@ -53,6 +53,10 @@ module.exports = class SignalResult { return this.placeOrders; } + emptyPlaceOrder() { + this.placeOrders = []; + } + static createSignal(signal, debug = {}) { const result = new SignalResult(); From 650845a474c728947fd0bf5e55e7c52448627222 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sat, 1 Jan 2022 21:14:25 +0000 Subject: [PATCH 31/41] Add reverse transaction and logger --- src/modules/listener/tick_listener.js | 11 ++++++++++- src/modules/services.js | 7 ++++++- 2 files changed, 16 insertions(+), 2 deletions(-) diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index 84094b070..c984939ec 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -147,6 +147,9 @@ module.exports = class TickListener { throw Error(`Invalid signal: ${JSON.stringify(signal, strategy)}`); } + // First update the signal for cases where it's not reverse + tradeLastSignal[lastSignalKey] = signal; + let isReverse = false; let nextSignal; @@ -155,11 +158,13 @@ module.exports = class TickListener { const lastSignal = tradeLastSignal[lastSignalKey]; - if (lastSignal) { + if (lastSignal !== undefined) { nextSignal = lastSignal === 'short' ? 'long' : 'short'; // This signal is a close signal = 'close'; result.emptyPlaceOrder(); + // Override it for the next reversal if any. + tradeLastSignal[lastSignalKey] = nextSignal; } } @@ -199,6 +204,10 @@ module.exports = class TickListener { if (isReverse) { await this.pairStateManager.update(symbol.exchange, symbol.symbol, nextSignal); + + this.notifier.send( + `[${nextSignal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} ${debugMessage}` + ); } } diff --git a/src/modules/services.js b/src/modules/services.js index d90f749a8..6f418e4c4 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -27,6 +27,7 @@ const CandlestickRepository = require('../modules/repository/candlestick_reposit const StrategyManager = require('./strategy/strategy_manager'); const ExchangeManager = require('./exchange/exchange_manager'); +const { combine, timestamp, label, printf } = format; const Trade = require('../modules/trade'); const Http = require('../modules/http'); const Backtest = require('../modules/backtest'); @@ -303,8 +304,12 @@ module.exports = { return logger; } + const myFormat = printf(({ level, message, timestamp }) => { + return `${timestamp} ${level}: ${message}`; + }); + logger = createLogger({ - format: format.combine(format.timestamp(), format.json()), + format: format.combine(format.timestamp(), myFormat), transports: [ new transports.File({ filename: `${parameters.projectDir}/var/log/log.log`, From 67801c690d355fbd04b7e906a1d5b6fe0c37647a Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sat, 1 Jan 2022 21:15:34 +0000 Subject: [PATCH 32/41] Add linear regression algorithm --- package-lock.json | 10345 +++----------------------------------------- package.json | 1 + 2 files changed, 715 insertions(+), 9631 deletions(-) diff --git a/package-lock.json b/package-lock.json index ac6ad4cea..146932d04 100644 --- a/package-lock.json +++ b/package-lock.json @@ -3,9635 +3,6 @@ "version": "0.0.0", "lockfileVersion": 1, "requires": true, - "packages": { - "": { - "name": "crypto-trading-bot", - "version": "0.0.0", - "hasInstallScript": true, - "license": "MIT", - "dependencies": { - "async": "^3.2.0", - "basic-auth": "^2.0.1", - "better-queue": "^3.8.10", - "better-sqlite3": "^5.4.2", - "bfx-api-node-models": "^1.5.0", - 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a15603c91109e7c2646b23726f50a51d9249b2bb Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Sat, 22 Jan 2022 14:05:40 +0000 Subject: [PATCH 33/41] Lots of changes --- .idea/crypto-trading-bot.iml | 1 + .idea/inspectionProfiles/Project_Default.xml | 6 -- .idea/modules.xml | 1 + .idea/vcs.xml | 3 +- nssm.exe | Bin 0 -> 331264 bytes package-lock.json | 83 ++++++++++++++--- package.json | 5 +- src/exchange/binance.js | 4 + src/exchange/binance_futures.js | 27 ++++++ src/exchange/bitfinex.js | 2 +- src/modules/backtest.js | 92 ++++++++++--------- src/modules/http.js | 1 + src/modules/listener/tick_listener.js | 2 +- src/modules/order/order_calculator.js | 3 +- src/modules/pairs/pair_state_manager.js | 2 +- src/modules/services.js | 4 +- templates/backtest_submit.html.twig | 2 +- test/modules/order/order_calculator.test.js | 2 +- 18 files changed, 169 insertions(+), 71 deletions(-) delete mode 100644 .idea/inspectionProfiles/Project_Default.xml create mode 100644 nssm.exe diff --git 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position trading, but we need entry price so fetch them from filled order history * diff --git a/src/exchange/binance_futures.js b/src/exchange/binance_futures.js index 17bf45a9e..66aa964b9 100644 --- a/src/exchange/binance_futures.js +++ b/src/exchange/binance_futures.js @@ -28,6 +28,7 @@ module.exports = class BinanceFutures { this.tickers = {}; this.symbols = []; this.intervals = []; + this.balances = []; this.ccxtClient = undefined; } @@ -123,6 +124,10 @@ module.exports = class BinanceFutures { setTimeout(async () => { await me.initPublicWebsocket(symbols); }, 5000); + + setTimeout(async () => { + await me.syncBalances(await ccxtClient.fetchBalance()); + }, 1000); } else { me.logger.info('Binance Futures: Starting as anonymous; no trading possible'); } @@ -163,6 +168,24 @@ module.exports = class BinanceFutures { }); } + async syncBalances(balances) { + if (!balances) { + return; + } + + this.logger.debug('Binance Futures: Sync balances'); + + for (const [key, balance] of Object.entries(balances)) { + if (balance !== undefined && balance.free !== undefined && balance.used !== undefined) { + this.balances.push({ + available: parseFloat(balance.free), + locked: parseFloat(balance.used), + asset: key + }); + } + } + } + /** * Updates all position; must be a full update not delta. Unknown current non orders are assumed to be closed * @@ -209,6 +232,10 @@ module.exports = class BinanceFutures { return (await this.getPositions()).find(position => position.symbol === symbol); } + getTradeableBalance(currency) { + return this.balances.filter(balance => balance.asset === currency).map(balance => balance.available)[0]; + } + calculatePrice(price, symbol) { return price; // done by ccxt } diff --git a/src/exchange/bitfinex.js b/src/exchange/bitfinex.js index 388db15e0..8e769d0e0 100644 --- a/src/exchange/bitfinex.js +++ b/src/exchange/bitfinex.js @@ -410,7 +410,7 @@ module.exports = class Bitfinex { return false; } - getTradableBalance() { + getTradeableBalance() { return this.balanceInfo ? this.balanceInfo.amountNet : undefined; } diff --git a/src/modules/backtest.js b/src/modules/backtest.js index e4b4470bf..460429a59 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -288,55 +288,58 @@ module.exports = class Backtest { trades.total += 1; // Entry Position Details - const entrySignalType = lastPosition.result.getSignal(); // Long or Short - const entryPrice = lastPosition.price; // Price during the trade entry - const tradedQuantity = Number(workingCapital / entryPrice); // Quantity - const entryValue = Number((tradedQuantity * entryPrice).toFixed(2)); // Price * Quantity - const entryFee = (entryValue * feesPerTrade) / 100; - // Exit Details - const exitPrice = signalObject.price; // Price during trade exit - const exitValue = Number((tradedQuantity * exitPrice).toFixed(2)); // Price * Quantity - const exitFee = (exitValue * feesPerTrade) / 100; - - const totalFee = entryFee + exitFee; - cumulativeNetFees += totalFee; - - // Trade Details - let pnlValue = 0; // Profit or Loss Value - - // When the position is Long - if (entrySignalType === 'long') { - if (exitValue - totalFee > entryValue) { - // Long Trade is Profitable - trades.profitableCount += 1; + const entrySignalType = lastPosition ? lastPosition.result.getSignal() : undefined; // Long or Short + + if (entrySignalType) { + const entryPrice = lastPosition.price; // Price during the trade entry + const tradedQuantity = Number(workingCapital / entryPrice); // Quantity + const entryValue = Number((tradedQuantity * entryPrice).toFixed(2)); // Price * Quantity + const entryFee = (entryValue * feesPerTrade) / 100; + // Exit Details + const exitPrice = signalObject.price; // Price during trade exit + const exitValue = Number((tradedQuantity * exitPrice).toFixed(2)); // Price * Quantity + const exitFee = (exitValue * feesPerTrade) / 100; + + const totalFee = entryFee + exitFee; + cumulativeNetFees += totalFee; + + // Trade Details + let pnlValue = 0; // Profit or Loss Value + + // When the position is Long + if (entrySignalType === 'long') { + if (exitValue - totalFee > entryValue) { + // Long Trade is Profitable + trades.profitableCount += 1; + } + + // Set the PNL + pnlValue = exitValue - totalFee - workingCapital; + cumulativePnlLongs += pnlValue; + } else if (entrySignalType === 'short') { + if (exitValue - totalFee < entryValue) { + // Short Trade is Profitable + trades.profitableCount += 1; + } + + // Set the PNL + pnlValue = -(exitValue - totalFee - workingCapital); + cumulativePnlShorts += pnlValue; } - // Set the PNL - pnlValue = exitValue - totalFee - workingCapital; - cumulativePnlLongs += pnlValue; - } else if (entrySignalType === 'short') { - if (exitValue - totalFee < entryValue) { - // Short Trade is Profitable - trades.profitableCount += 1; - } - - // Set the PNL - pnlValue = -(exitValue - totalFee - workingCapital); - cumulativePnlShorts += pnlValue; - } + // Percentage Return + // const pnlPercent = Number(((pnlValue / workingCapital) * 100).toFixed(2)); + const pnlPercent = (pnlValue / workingCapital) * 100; - // Percentage Return - // const pnlPercent = Number(((pnlValue / workingCapital) * 100).toFixed(2)); - const pnlPercent = (pnlValue / workingCapital) * 100; + // Summation of Percentage Return + cumulativePnlPercent += pnlPercent; - // Summation of Percentage Return - cumulativePnlPercent += pnlPercent; + // Maintaining the Percentage array + pnlRateArray.push(pnlPercent); - // Maintaining the Percentage array - pnlRateArray.push(pnlPercent); - - // Update Working Cap - workingCapital += pnlValue; + // Update Working Cap + workingCapital += pnlValue; + } } else if (signalType === 'long' || signalType === 'short') { // Enter into a position lastPosition = signalObject; @@ -382,6 +385,7 @@ module.exports = class Backtest { cumulativePnlShorts: Number(cumulativePnlShorts).toFixed(2), netFees: cumulativeNetFees, initialCapital: initialCapitalNumber, + // Fix fee on final capital finalCapital: Number(workingCapital.toFixed(2)), trades: trades }; diff --git a/src/modules/http.js b/src/modules/http.js index d73cd9806..be20731a1 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -173,6 +173,7 @@ module.exports = class Http { pair: pair, result: msg.results }); + console.log(`Backtest: ${key} ready`); }); }); diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index c984939ec..269eac255 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -169,7 +169,7 @@ module.exports = class TickListener { } const signalWindow = moment() - .subtract(_.get(symbol, 'trade.signal_slowdown_minutes', 15), 'minutes') + .subtract(_.get(symbol, 'trade.signal_slowdown_minutes', strategy.options.trade_signal_slowdown || 15), 'minutes') .toDate(); const noteKey = symbol.exchange + symbol.symbol; diff --git a/src/modules/order/order_calculator.js b/src/modules/order/order_calculator.js index 81e11c8a7..395581b8c 100644 --- a/src/modules/order/order_calculator.js +++ b/src/modules/order/order_calculator.js @@ -23,8 +23,9 @@ module.exports = class OrderCalculator { const exchange = this.exchangeManager.get(exchangeName); let amountAsset = capital.getAsset(); + // TOOO fix this let amountCurrency = balancePercent - ? (exchange.getTradableBalance() * balancePercent) / 100 + ? (exchange.getTradeableBalance('USDT') * balancePercent) / 100 : capital.getCurrency(); if (!amountAsset && !amountCurrency) { diff --git a/src/modules/pairs/pair_state_manager.js b/src/modules/pairs/pair_state_manager.js index ab631be00..a1f2c68a7 100644 --- a/src/modules/pairs/pair_state_manager.js +++ b/src/modules/pairs/pair_state_manager.js @@ -13,7 +13,7 @@ module.exports = class PairStateManager { this.pairInterval = pairInterval || new PairInterval(); } - update(exchange, symbol, state, options = {}) { + update(exchange, symbol, state, options = { market: true }) { if (!['long', 'close', 'short', 'cancel'].includes(state)) { this.logger.error(`Invalidate state: ${state}`); throw new Error(`Invalidate state: ${state}`); diff --git a/src/modules/services.js b/src/modules/services.js index 6f418e4c4..65d7f9169 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -152,7 +152,7 @@ module.exports = { return db; } - const myDb = Sqlite('bot.db'); + const myDb = Sqlite('C:\\temp\\crypto-trading-bot\\bot.db'); myDb.pragma('journal_mode = WAL'); myDb.pragma('SYNCHRONOUS = 1;'); @@ -721,7 +721,7 @@ module.exports = { return mail.createTransport({ host: config.notify.mail.server, port: config.notify.mail.port, - secure: config.notify.mail.port == 465 ? true : false, + secure: config.notify.mail.port === 465, auth: { user: config.notify.mail.username, pass: config.notify.mail.password diff --git a/templates/backtest_submit.html.twig b/templates/backtest_submit.html.twig index f4dd30245..24b0d2170 100644 --- a/templates/backtest_submit.html.twig +++ b/templates/backtest_submit.html.twig @@ -84,7 +84,7 @@

- {% if rows|length < 500 %} + {% if rows|length < 3000 %} {% include 'components/backtest_table.html.twig' with { 'rows': rows, 'extra_fields': extra_fields, diff --git a/test/modules/order/order_calculator.test.js b/test/modules/order/order_calculator.test.js index 847ea2f5f..573285465 100644 --- a/test/modules/order/order_calculator.test.js +++ b/test/modules/order/order_calculator.test.js @@ -120,7 +120,7 @@ describe('#order size calculation', () => { { get: () => { return { - getTradableBalance: () => 100, + getTradeableBalance: () => 100, calculateAmount: n => n, isInverseSymbol: () => true }; From e320922023bb3919d6d4e32c788277713ba835d3 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Thu, 27 Jan 2022 17:02:05 +0000 Subject: [PATCH 34/41] Add backfill to binance, Add notification to strategy skipped --- src/exchange/binance.js | 55 ++++++++++++++++++++++++ src/modules/services.js | 1 + src/modules/strategy/strategy_manager.js | 14 ++++-- 3 files changed, 66 insertions(+), 4 deletions(-) diff --git a/src/exchange/binance.js b/src/exchange/binance.js index b1d6e9a6c..68fbc20fd 100644 --- a/src/exchange/binance.js +++ b/src/exchange/binance.js @@ -2,6 +2,10 @@ const BinanceClient = require('binance-api-node').default; const moment = require('moment'); const _ = require('lodash'); +const querystring = require('querystring'); +const request = require('request'); +const Candlestick = require('../dict/candlestick'); + const ExchangeCandlestick = require('../dict/exchange_candlestick'); const Ticker = require('../dict/ticker'); const TickerEvent = require('../event/ticker_event'); @@ -758,4 +762,55 @@ module.exports = class Binance { isInverseSymbol(symbol) { return false; } + + backfill(symbol, period, start) { + const symbolUpdated = symbol.replace('PERP', ''); + + return new Promise((resolve, reject) => { + const query = querystring.stringify({ + interval: period, + symbol: symbolUpdated, + limit: 500, + startTime: moment(start).valueOf() + }); + + request(`${this.getBaseUrl()}/fapi/v1/klines?${query}`, { json: true }, (err, res, body) => { + if (err) { + console.log(`Binance: Candle backfill error: ${String(err)}`); + reject(); + return; + } + + if (res.statusCode === 429) { + console.log(`Binance: Limit reached: ${String(res.headers)}`); + // TODO delay next execution + reject(); + return; + } + + if (!Array.isArray(body)) { + console.log(`Binance: Candle backfill error: ${JSON.stringify(body)}`); + reject(); + return; + } + + resolve( + body.map(candle => { + return new Candlestick( + moment(candle[0]).format('X'), + candle[1], + candle[2], + candle[3], + candle[4], + candle[5] + ); + }) + ); + }); + }); + } + + getBaseUrl() { + return 'https://fapi.binance.com/'; + } }; diff --git a/src/modules/services.js b/src/modules/services.js index 65d7f9169..4b51e7abf 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -383,6 +383,7 @@ module.exports = { this.getTechnicalAnalysisValidator(), this.getExchangeCandleCombine(), this.getLogger(), + this.getNotifier(), parameters.projectDir )); }, diff --git a/src/modules/strategy/strategy_manager.js b/src/modules/strategy/strategy_manager.js index ac112cd47..f3ec74e68 100644 --- a/src/modules/strategy/strategy_manager.js +++ b/src/modules/strategy/strategy_manager.js @@ -12,12 +12,13 @@ const SignalResult = require('./dict/signal_result'); const Position = require('../../dict/position'); module.exports = class StrategyManager { - constructor(technicalAnalysisValidator, exchangeCandleCombine, logger, projectDir) { + constructor(technicalAnalysisValidator, exchangeCandleCombine, logger, notifier, projectDir) { this.technicalAnalysisValidator = technicalAnalysisValidator; this.exchangeCandleCombine = exchangeCandleCombine; this.projectDir = projectDir; this.logger = logger; + this.notifier = notifier; this.strategies = undefined; } @@ -226,9 +227,14 @@ module.exports = class StrategyManager { validateLookbacks && !this.technicalAnalysisValidator.isValidCandleStickLookback(lookbacks[exchange].slice(), period) ) { - this.logger.info( - `Strategy skipped: outdated candle sticks: ${JSON.stringify([period, strategyName, exchange, symbol])}` - ); + const message = `Strategy skipped: outdated candle sticks: ${JSON.stringify([ + period, + strategyName, + exchange, + symbol + ])}`; + this.logger.info(message); + this.notifier.send(message); // stop current run return {}; From 91f63915b1858264b6ba77a8dda1122727c798e1 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Mon, 28 Feb 2022 20:21:17 +0000 Subject: [PATCH 35/41] Several updates --- .idea/crypto-trading-bot.iml | 1 + package-lock.json | 88 +++++- package.json | 2 +- src/command/backtest.js | 2 +- src/exchange/binance.js | 264 ++++++++++-------- src/modules/backtest.js | 4 +- src/modules/http.js | 2 +- .../exchange_order_watchdog_listener.js | 12 +- src/modules/listener/tick_listener.js | 3 +- src/modules/orders/orders_http.js | 2 + src/modules/repository/signal_repository.js | 2 +- src/modules/services.js | 86 +++++- src/modules/strategy/strategy_manager.js | 20 +- src/modules/system/candle_importer.js | 40 ++- templates/base.html.twig | 1 + templates/orders/orders.html.twig | 5 +- templates/tradingview.html.twig | 47 ++-- 17 files changed, 396 insertions(+), 185 deletions(-) diff --git a/.idea/crypto-trading-bot.iml b/.idea/crypto-trading-bot.iml index 0b1dc6857..fdd8130c5 100644 --- a/.idea/crypto-trading-bot.iml +++ b/.idea/crypto-trading-bot.iml @@ -4,6 +4,7 @@ + diff --git a/package-lock.json b/package-lock.json index 93d70ddef..f830bba65 100644 --- a/package-lock.json +++ b/package-lock.json @@ -317,6 +317,29 @@ "resolved": "https://registry.npmjs.org/after-all-results/-/after-all-results-2.0.0.tgz", "integrity": "sha1-asL8ICtQD4jaj09VMM+hAPTGotA=" }, + "agent-base": { + "version": "6.0.2", + "resolved": "https://registry.npmjs.org/agent-base/-/agent-base-6.0.2.tgz", + "integrity": "sha512-RZNwNclF7+MS/8bDg70amg32dyeZGZxiDuQmZxKLAlQjr3jGyLx+4Kkk58UO7D2QdgFIQCovuSuZESne6RG6XQ==", + "requires": { + "debug": "4" + }, + "dependencies": { + "debug": { + "version": "4.3.3", + "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.3.tgz", + "integrity": "sha512-/zxw5+vh1Tfv+4Qn7a5nsbcJKPaSvCDhojn6FEl9vupwK2VCSDtEiEtqr8DFtzYFOdz63LBkxec7DYuc2jon6Q==", + "requires": { + "ms": "2.1.2" + } + }, + "ms": { + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz", + "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==" + } + } + }, "ajv": { "version": "6.10.2", "resolved": "https://registry.npmjs.org/ajv/-/ajv-6.10.2.tgz", @@ -885,11 +908,14 @@ "integrity": "sha512-x247jIuy60/+FtMRvscqfxtVHQf8AGx2hm9c6btkgC0x/hp9yt+teISNhvF8WlwRkCc5yF2fDECH8SIMe8j+GA==" }, "binance-api-node": { - "version": "0.10.6", - "resolved": "https://registry.npmjs.org/binance-api-node/-/binance-api-node-0.10.6.tgz", - "integrity": "sha512-l3jWgEfxcXQX9lh3482VSBykVd2EFvsiS0U9jBEnW9uAXFv8kLymhaGzY8Y9ofUNzgdKAAfS/1CQbX3egkGClA==", + "version": "0.11.31", + "resolved": "https://registry.npmjs.org/binance-api-node/-/binance-api-node-0.11.31.tgz", + "integrity": "sha512-JKklkHMHnJZ3N9T3db8c/oRXjCcHaoTLWrFSulO/3gQa/+TvWtkwSY3FlubuNaqthBc7e8jyOjS56mMhNjOS2w==", "requires": { + "https-proxy-agent": "^5.0.0", "isomorphic-fetch": "^2.2.1", + "isomorphic-ws": "^4.0.1", + "json-bigint": "^1.0.0", "lodash.zipobject": "^4.1.3", "reconnecting-websocket": "^4.2.0", "ws": "^7.2.0" @@ -1816,9 +1842,9 @@ }, "dependencies": { "iconv-lite": { - "version": "0.6.2", - "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.2.tgz", - "integrity": "sha512-2y91h5OpQlolefMPmUlivelittSWy0rP+oYVpn6A7GwVHNE8AWzoYOBNmlwks3LobaJxgHCYZAnyNo2GgpNRNQ==", + "version": "0.6.3", + "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.6.3.tgz", + "integrity": "sha512-4fCk79wshMdzMp2rH06qWrJE4iolqLhCUH+OiuIgU++RB0+94NlDL81atO7GX55uUKueo0txHNtvEyI6D7WdMw==", "requires": { "safer-buffer": ">= 2.1.2 < 3.0.0" } @@ -3627,6 +3653,30 @@ "sshpk": "^1.7.0" } }, + "https-proxy-agent": { + "version": "5.0.0", + "resolved": "https://registry.npmjs.org/https-proxy-agent/-/https-proxy-agent-5.0.0.tgz", + "integrity": "sha512-EkYm5BcKUGiduxzSt3Eppko+PiNWNEpa4ySk9vTC6wDsQJW9rHSa+UhGNJoRYp7bz6Ht1eaRIa6QaJqO5rCFbA==", + "requires": { + "agent-base": "6", + "debug": "4" + }, + "dependencies": { + "debug": { + "version": "4.3.3", + "resolved": "https://registry.npmjs.org/debug/-/debug-4.3.3.tgz", + "integrity": "sha512-/zxw5+vh1Tfv+4Qn7a5nsbcJKPaSvCDhojn6FEl9vupwK2VCSDtEiEtqr8DFtzYFOdz63LBkxec7DYuc2jon6Q==", + "requires": { + "ms": "2.1.2" + } + }, + "ms": { + "version": "2.1.2", + "resolved": "https://registry.npmjs.org/ms/-/ms-2.1.2.tgz", + "integrity": "sha512-sGkPx+VjMtmA6MX27oA4FBFELFCZZ4S4XqeGOXCv68tT+jb3vk/RyaKWP0PTKyWtmLSM0b+adUTEvbs1PEaH2w==" + } + } + }, "iconv-lite": { "version": "0.4.24", "resolved": "https://registry.npmjs.org/iconv-lite/-/iconv-lite-0.4.24.tgz", @@ -4192,6 +4242,11 @@ "whatwg-fetch": ">=0.10.0" } }, + "isomorphic-ws": { + "version": "4.0.1", + "resolved": "https://registry.npmjs.org/isomorphic-ws/-/isomorphic-ws-4.0.1.tgz", + "integrity": "sha512-BhBvN2MBpWTaSHdWRb/bwdZJ1WaehQ2L1KngkCkfLUGF0mAWAT1sQUQacEmQ0jXkFw/czDXPNQSL5u2/Krsz1w==" + }, "isstream": { "version": "0.1.2", "resolved": "https://registry.npmjs.org/isstream/-/isstream-0.1.2.tgz", @@ -4238,6 +4293,21 @@ "resolved": "https://registry.npmjs.org/jsbn/-/jsbn-0.1.1.tgz", "integrity": "sha1-peZUwuWi3rXyAdls77yoDA7y9RM=" }, + "json-bigint": { + "version": "1.0.0", + "resolved": "https://registry.npmjs.org/json-bigint/-/json-bigint-1.0.0.tgz", + "integrity": "sha512-SiPv/8VpZuWbvLSMtTDU8hEfrZWg/mH/nV/b4o0CYbSxu1UIQPLdwKOCIyLQX+VIPO5vrLX3i8qtqFyhdPSUSQ==", + "requires": { + "bignumber.js": "^9.0.0" + }, + "dependencies": { + "bignumber.js": { + "version": "9.0.2", + "resolved": "https://registry.npmjs.org/bignumber.js/-/bignumber.js-9.0.2.tgz", + "integrity": "sha512-GAcQvbpsM0pUb0zw1EI0KhQEZ+lRwR5fYaAp3vPOYuP7aDvGy6cVN6XHLauvF8SOga2y0dcLcjt3iQDTSEliyw==" + } + } + }, "json-schema": { "version": "0.2.3", "resolved": "https://registry.npmjs.org/json-schema/-/json-schema-0.2.3.tgz", @@ -7916,9 +7986,9 @@ } }, "whatwg-fetch": { - "version": "3.4.1", - "resolved": "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.4.1.tgz", - "integrity": "sha512-sofZVzE1wKwO+EYPbWfiwzaKovWiZXf4coEzjGP9b2GBVgQRLQUZ2QcuPpQExGDAW5GItpEm6Tl4OU5mywnAoQ==" + "version": "3.6.2", + "resolved": "https://registry.npmjs.org/whatwg-fetch/-/whatwg-fetch-3.6.2.tgz", + "integrity": "sha512-bJlen0FcuU/0EMLrdbJ7zOnW6ITZLrZMIarMUVmdKtsGvZna8vxKYaexICWPfZ8qwf9fzNq+UEIZrnSaApt6RA==" }, "which": { "version": "1.3.1", diff --git a/package.json b/package.json index 9e73b94ff..275d87931 100644 --- a/package.json +++ b/package.json @@ -22,7 +22,7 @@ "better-queue": "^3.8.10", "better-sqlite3": "^5.4.2", "bfx-api-node-models": "^1.5.0", - "binance-api-node": "^0.10.4", + "binance-api-node": "^0.11.31", "bitfinex-api-node": "^5.0.2", "bitmex-realtime-api": "^0.4.0", "ccxt": "^1.40.1", diff --git a/src/command/backtest.js b/src/command/backtest.js index 66ed827fd..5ec5c65d0 100644 --- a/src/command/backtest.js +++ b/src/command/backtest.js @@ -3,7 +3,7 @@ const services = require('../modules/services'); process.on('message', async msg => { const p = msg.pair.split('.'); - services.boot(msg.projectDir); + await services.boot(msg.projectDir); const results = await services .getBacktest() diff --git a/src/exchange/binance.js b/src/exchange/binance.js index 68fbc20fd..0eadef3cc 100644 --- a/src/exchange/binance.js +++ b/src/exchange/binance.js @@ -34,7 +34,9 @@ module.exports = class Binance { } start(config, symbols) { - this.symbols = symbols; + if (this.symbols.length === 0) { + this.symbols = symbols; + } const opts = {}; @@ -43,13 +45,19 @@ module.exports = class Binance { opts.apiSecret = config.secret; } - const client = (this.client = BinanceClient(opts)); + if (this.client === undefined) { + this.client = BinanceClient(opts); + } const me = this; if (config.key && config.secret) { this.client.ws.user(async event => { - await this.onWebSocketEvent(event); + console.log(`Websocket user event: ${JSON.stringify(event)}`); + }); + + this.client.ws.user(async event => { + console.log(`Websocket user event: ${JSON.stringify(event)}`); }); // we need balance init; websocket sending only on change @@ -86,64 +94,66 @@ module.exports = class Binance { this.logger.info('Binance: Starting as anonymous; no trading possible'); } - const { eventEmitter } = this; - symbols.forEach(symbol => { - // live prices - client.ws.ticker(symbol.symbol, ticker => { - eventEmitter.emit( - 'ticker', - new TickerEvent( + symbols.forEach(symbol => this.setupSymbol(symbol)); + } + + setupSymbol(symbol) { + // live prices + this.client.ws.ticker(symbol.symbol, ticker => { + this.eventEmitter.emit( + 'ticker', + new TickerEvent( + 'binance', + symbol.symbol, + (this.tickers[symbol.symbol] = new Ticker( 'binance', symbol.symbol, - (this.tickers[symbol.symbol] = new Ticker( + moment().format('X'), + ticker.bestBid, + ticker.bestAsk + )) + ) + ); + }); + + symbol.periods.forEach(interval => { + // backfill + this.queue.add(() => { + this.client.candles({ symbol: symbol.symbol, limit: 500, interval: interval }).then(async candles => { + const ourCandles = candles.map(candle => { + return new ExchangeCandlestick( 'binance', symbol.symbol, - moment().format('X'), - ticker.bestBid, - ticker.bestAsk - )) - ) - ); - }); - - symbol.periods.forEach(interval => { - // backfill - this.queue.add(() => { - client.candles({ symbol: symbol.symbol, limit: 500, interval: interval }).then(async candles => { - const ourCandles = candles.map(candle => { - return new ExchangeCandlestick( - 'binance', - symbol.symbol, - interval, - Math.round(candle.openTime / 1000), - candle.open, - candle.high, - candle.low, - candle.close, - candle.volume - ); - }); - - await this.candleImport.insertThrottledCandles(ourCandles); + interval, + Math.round(candle.openTime / 1000), + candle.open, + candle.high, + candle.low, + candle.close, + candle.volume + ); }); + + await this.candleImport.insertThrottledCandles(ourCandles); }); + }); - // live candles - client.ws.candles(symbol.symbol, interval, async candle => { - const ourCandle = new ExchangeCandlestick( - 'binance', - symbol.symbol, - interval, - Math.round(candle.startTime / 1000), - candle.open, - candle.high, - candle.low, - candle.close, - candle.volume - ); + // live candles + this.client.ws.candles(symbol.symbol, interval, async candle => { + this.logger.debug(`Candle for symbol ${symbol.symbol}, ${interval} received`); + const ourCandle = new ExchangeCandlestick( + 'binance', + symbol.symbol, + interval, + Math.round(candle.startTime / 1000), + candle.open, + candle.high, + candle.low, + candle.close, + candle.volume + ); - await this.candleImport.insertThrottledCandles([ourCandle]); - }); + await this.candleImport.insertThrottledCandles([ourCandle]); }); }); } @@ -155,7 +165,14 @@ module.exports = class Binance { try { result = await this.client.order(payload); } catch (e) { - this.logger.error(`Binance: order create error: ${JSON.stringify(e.code, e.message, order, payload)}`); + this.logger.error( + `Binance: order create error: ${JSON.stringify( + e.code, + e.message, + order, + payload + )} on symbol: ${order.getSymbol()} for amount: ${order.getAmount()}` + ); if ((e.message && e.message.toLowerCase().includes('insufficient balance')) || (e.code && e.code === -2010)) { return ExchangeOrder.createRejectedFromOrder(order, `${e.code} - ${e.message}`); @@ -428,84 +445,88 @@ module.exports = class Binance { async getPositions() { const positions = []; + if (Object.keys(this.exchangePairs).length > 0) { + // get pairs with capital to fake open positions + const capitals = {}; + this.symbols + .filter( + s => + s.trade && + ((s.trade.capital && s.trade.capital > 0) || + (s.trade.currency_capital && s.trade.currency_capital > 0) || + (s.trade.strategies && s.trade.strategies.length > 0)) + ) + .forEach(s => { + if (s.trade.capital > 0) { + capitals[s.symbol] = s.trade.capital; + } else if (s.trade.currency_capital > 0 && this.tickers[s.symbol] && this.tickers[s.symbol].bid) { + capitals[s.symbol] = s.trade.currency_capital / this.tickers[s.symbol].bid; + } else { + capitals[s.symbol] = 0; + } + }); - // get pairs with capital to fake open positions - const capitals = {}; - this.symbols - .filter( - s => - s.trade && - ((s.trade.capital && s.trade.capital > 0) || - (s.trade.currency_capital && s.trade.currency_capital > 0) || - (s.trade.strategies && s.trade.strategies.length > 0)) - ) - .forEach(s => { - if (s.trade.capital > 0) { - capitals[s.symbol] = s.trade.capital; - } else if (s.trade.currency_capital > 0 && this.tickers[s.symbol] && this.tickers[s.symbol].bid) { - capitals[s.symbol] = s.trade.currency_capital / this.tickers[s.symbol].bid; - } else { - capitals[s.symbol] = 0; - } - }); + for (const balance of this.balances) { + const { asset } = balance; - for (const balance of this.balances) { - const { asset } = balance; + const assetPositions = []; - const assetPositions = []; + for (const pair in capitals) { + // just a hack to get matching pairs with capital eg: "BTCUSDT" needs a capital of "BTC" + // workaround: eg "BTCUPDOWN" is breaking the match + if (!pair.startsWith(asset) || pair.startsWith(`${asset}UP`) || pair.startsWith(`${asset}DOWN`)) { + continue; + } - for (const pair in capitals) { - // just a hack to get matching pairs with capital eg: "BTCUSDT" needs a capital of "BTC" - // workaround: eg "BTCUPDOWN" is breaking the match - if (!pair.startsWith(asset) || pair.startsWith(`${asset}UP`) || pair.startsWith(`${asset}DOWN`)) { - continue; - } + // 1% balance left indicate open position - // 1% balance left indicate open position - const pairCapital = capitals[pair]; - if (Math.abs(Math.abs(balance.available) / pairCapital) < 0.1) { - continue; - } + if (capitals[pair] !== 0 && Math.abs(Math.abs(balance.available) / capitals[pair]) < 0.1) { + continue; + } else if (capitals[pair] === 0 && balance.available <= this.exchangePairs[pair].lot_size) { + continue; + } - let entry; - let createdAt; + let entry; + let createdAt; - // try to find a entry price, based on trade history - const side = balance.available < 0 ? 'short' : 'long'; + // try to find a entry price, based on trade history + const side = balance.available < 0 ? 'short' : 'long'; - const trades = this.trades[pair]; - if (trades && trades.length > 0) { - const positionEntry = TradesUtil.findPositionEntryFromTrades(trades, Math.abs(balance.available), side); + const trades = this.trades[pair]; + if (trades && trades.length > 0) { + const positionEntry = TradesUtil.findPositionEntryFromTrades(trades, Math.abs(balance.available), side); - if (positionEntry) { - entry = positionEntry.average_price; - createdAt = positionEntry.time; + if (positionEntry) { + entry = positionEntry.average_price; + createdAt = positionEntry.time; + } } - } - // calculate profit based on the ticker price - let profit; - if (entry && this.tickers[pair]) { - profit = (this.tickers[pair].bid / entry - 1) * 100; + // calculate profit based on the ticker price + let profit; + if (entry && this.tickers[pair]) { + profit = (this.tickers[pair].bid / entry - 1) * 100; - // inverse profit for short - if (side === 'short') { - profit *= -1; + // inverse profit for short + if (side === 'short') { + profit *= -1; + } } - } - assetPositions.push(Position.create(pair, balance.available, new Date(), createdAt, entry, profit)); - } + assetPositions.push(Position.create(pair, balance.available, new Date(), createdAt, entry, profit)); + } - if (assetPositions.length > 0) { - // on multiple pair path orders with latest date wins - const assetPositionsOrdered = assetPositions.sort( - // order by latest - (a, b) => - (b.createdAt ? b.createdAt : new Date('1970-01-01')) - (a.createdAt ? a.createdAt : new Date('1970-01-01')) - ); + if (assetPositions.length > 0) { + // on multiple pair path orders with latest date wins + const assetPositionsOrdered = assetPositions.sort( + // order by latest + (a, b) => + (b.createdAt ? b.createdAt : new Date('1970-01-01')) - + (a.createdAt ? a.createdAt : new Date('1970-01-01')) + ); - positions.push(assetPositionsOrdered[0]); + positions.push(assetPositionsOrdered[0]); + } } } @@ -536,7 +557,7 @@ module.exports = class Binance { return 'binance'; } - async onWebSocketEvent(event) { + async NonWebSocketEvent(event) { if (event.eventType && event.eventType === 'executionReport' && ('orderStatus' in event || 'orderId' in event)) { this.logger.debug(`Binance: Got executionReport order event: ${JSON.stringify(event)}`); @@ -707,7 +728,10 @@ module.exports = class Binance { }; }); - return { symbol: symbol, orders: orders }; + return { + symbol: symbol, + orders: orders + }; }; }); @@ -774,7 +798,7 @@ module.exports = class Binance { startTime: moment(start).valueOf() }); - request(`${this.getBaseUrl()}/fapi/v1/klines?${query}`, { json: true }, (err, res, body) => { + request(`${this.getBaseUrl()}api/v1/klines?${query}`, { json: true }, (err, res, body) => { if (err) { console.log(`Binance: Candle backfill error: ${String(err)}`); reject(); @@ -811,6 +835,6 @@ module.exports = class Binance { } getBaseUrl() { - return 'https://fapi.binance.com/'; + return 'https://api.binance.com/'; } }; diff --git a/src/modules/backtest.js b/src/modules/backtest.js index 460429a59..496b57683 100644 --- a/src/modules/backtest.js +++ b/src/modules/backtest.js @@ -73,7 +73,7 @@ module.exports = class Backtest { // mock repository for window selection of candles - const prefillWindow = start - Resample.convertPeriodToMinute(candlePeriod) * 500 * 60; + const prefillWindow = start - Resample.convertPeriodToMinute(candlePeriod) * 200 * 60; const mockedRepository = { fetchCombinedCandles: async (mainExchange, symbol, period, exchanges = []) => { const key = mainExchange + symbol + period; @@ -119,7 +119,7 @@ module.exports = class Backtest { logIterations = 0; } - const strategyManager = new StrategyManager({}, mockedRepository, {}, this.projectDir); + const strategyManager = new StrategyManager({}, mockedRepository, {}, {}, {}, {}, this.projectDir); const item = await strategyManager.executeStrategyBacktest( strategy, diff --git a/src/modules/http.js b/src/modules/http.js index be20731a1..aff73594b 100644 --- a/src/modules/http.js +++ b/src/modules/http.js @@ -212,7 +212,7 @@ module.exports = class Http { app.get('/signals', async (req, res) => { res.render('../templates/signals.html.twig', { - signals: await this.signalHttp.getSignals(Math.floor(Date.now() / 1000) - 60 * 60 * 48) + signals: await this.signalHttp.getSignals(Math.floor(Date.now() / 1000) - 60 * 60 * 168) }); }); diff --git a/src/modules/listener/exchange_order_watchdog_listener.js b/src/modules/listener/exchange_order_watchdog_listener.js index 9c3b80214..49e346fa5 100644 --- a/src/modules/listener/exchange_order_watchdog_listener.js +++ b/src/modules/listener/exchange_order_watchdog_listener.js @@ -115,7 +115,7 @@ module.exports = class ExchangeOrderWatchdogListener { const orders = await exchange.getOrdersForSymbol(position.getSymbol()); const orderChanges = orderUtil.syncStopLossOrder(position, orders); - orderChanges.forEach(async orderChange => { + for (const orderChange of orderChanges) { logger.info( `Stoploss update: ${JSON.stringify({ order: orderChange, @@ -142,20 +142,20 @@ module.exports = class ExchangeOrderWatchdogListener { ); } - return; + continue; } // create - let price = stopLossCalculator.calculateForOpenPosition(exchange.getName(), position, stopLoss); + let price = await stopLossCalculator.calculateForOpenPosition(exchange.getName(), position, stopLoss); if (!price) { console.log('Stop loss: auto price skipping'); - return; + continue; } price = exchange.calculatePrice(price, position.getSymbol()); if (!price) { console.log('Stop loss: auto price skipping'); - return; + continue; } const order = Order.createStopLossOrder(position.getSymbol(), price, orderChange.amount); @@ -170,7 +170,7 @@ module.exports = class ExchangeOrderWatchdogListener { })}` ); } - }); + } } async riskRewardRatioWatchdog(exchange, position, riskRewardRatioOptions) { diff --git a/src/modules/listener/tick_listener.js b/src/modules/listener/tick_listener.js index 269eac255..ffbe4ca29 100644 --- a/src/modules/listener/tick_listener.js +++ b/src/modules/listener/tick_listener.js @@ -84,7 +84,8 @@ module.exports = class TickListener { this.notified[symbol.exchange + symbol.symbol + strategyKey] = new Date(); const debugMessage = this.getResultDebugMessage(strategy.options); this.notifier.send( - `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} ${debugMessage}` + `[${signal} (${strategyKey})] ${symbol.exchange}:${symbol.symbol} - ${ticker.ask} - + Details: ${JSON.stringify(result.getDebug())}` ); // log signal diff --git a/src/modules/orders/orders_http.js b/src/modules/orders/orders_http.js index 211290462..90eead900 100644 --- a/src/modules/orders/orders_http.js +++ b/src/modules/orders/orders_http.js @@ -65,6 +65,8 @@ module.exports = class OrdersHttp { let ourOrder; if (order.type && order.type === 'stop') { ourOrder = Order.createStopOrder(res[1], order.side, orderPrice, orderAmount); + } else if (order.type && order.type === 'market') { + ourOrder = Order.createMarketOrder(res[1], orderAmount); } else { ourOrder = Order.createLimitPostOnlyOrder(res[1], order.side, orderPrice, orderAmount); } diff --git a/src/modules/repository/signal_repository.js b/src/modules/repository/signal_repository.js index fae9dcc4f..58afacdc4 100644 --- a/src/modules/repository/signal_repository.js +++ b/src/modules/repository/signal_repository.js @@ -5,7 +5,7 @@ module.exports = class SignalRepository { getSignals(since) { return new Promise(resolve => { - const stmt = this.db.prepare('SELECT * from signals where income_at > ? order by income_at DESC LIMIT 100'); + const stmt = this.db.prepare('SELECT * from signals where income_at > ? order by income_at DESC LIMIT 1000'); resolve(stmt.all(since)); }); } diff --git a/src/modules/services.js b/src/modules/services.js index 4b51e7abf..3a62e60e9 100644 --- a/src/modules/services.js +++ b/src/modules/services.js @@ -64,6 +64,7 @@ const CoinbasePro = require('../exchange/coinbase_pro'); const Noop = require('../exchange/noop'); const Bybit = require('../exchange/bybit'); const FTX = require('../exchange/ftx'); +const ccxt = require('ccxt'); const ExchangeCandleCombine = require('../modules/exchange/exchange_candle_combine'); const CandleExportHttp = require('../modules/system/candle_export_http'); @@ -124,26 +125,89 @@ let throttler; const parameters = {}; module.exports = { + getMarkets: async (key, secret) => { + const ccxtClient = (this.ccxtClient = new ccxt.binance({ + apiKey: key, + key: secret + })); + + const markets = await ccxtClient.fetchMarkets(); + + return markets.filter( + market => + market.quote === 'USDT' && + market.spot && + market.active && + market.type === 'spot' && + market.info.isSpotTradingAllowed + ); + }, + boot: async function(projectDir) { parameters.projectDir = projectDir; + try { + config = JSON.parse(fs.readFileSync(`${parameters.projectDir}/conf.json`, 'utf8')); + } catch (e) { + throw new Error(`Invalid conf.json file. Please check: ${String(e)}`); + } + try { instances = require(`${parameters.projectDir}/instance`); } catch (e) { throw new Error(`Invalid instance.js file. Please check: ${String(e)}`); } + const strategies = [ + // { + // strategy: 'Price changed', + // interval: '1m', + // options: { + // period: '1m', + // message: 'Price changed 6% in 5m', + // thresholdPercentage: 0.06, + // compareCandle: 5 + // } + // }, + // { + // strategy: 'Price changed', + // interval: '15m', + // options: { + // period: '15m', + // message: 'Price changed 8% in 15m', + // thresholdPercentage: 0.08, + // compareCandle: 1 + // } + // }, + // { + // strategy: 'Price changed', + // interval: '15m', + // options: { + // period: '15m', + // message: 'Price changed 15% in 1h', + // thresholdPercentage: 0.15, + // compareCandle: 4 + // } + // } + ]; + + // const markets = await this.getMarkets(config.exchanges.binance.key, config.exchanges.binance.secret); + // markets.forEach(pair => { + // instances.symbols.push({ + // symbol: pair.id, + // periods: ['15m'], + // exchange: 'binance', + // feesPerTrade: 0.04, + // state: 'watch', + // strategies: strategies + // }); + // }); + // boot instance eg to load pairs external if (typeof instances.init === 'function') { await instances.init(); } - try { - config = JSON.parse(fs.readFileSync(`${parameters.projectDir}/conf.json`, 'utf8')); - } catch (e) { - throw new Error(`Invalid conf.json file. Please check: ${String(e)}`); - } - this.getDatabase(); }, @@ -203,7 +267,11 @@ module.exports = { return candleStickImporter; } - return (candleStickImporter = new CandleImporter(this.getCandlestickRepository())); + return (candleStickImporter = new CandleImporter( + this.getCandlestickRepository(), + this.getNotifier(), + this.getLogger() + )); }, getCreateOrderListener: function() { @@ -316,7 +384,7 @@ module.exports = { level: 'debug' }), new transports.Console({ - level: 'error' + level: 'info' }), new WinstonSqliteTransport({ level: 'debug', @@ -384,6 +452,8 @@ module.exports = { this.getExchangeCandleCombine(), this.getLogger(), this.getNotifier(), + this.getExchangeManager(), + this.getConfig(), parameters.projectDir )); }, diff --git a/src/modules/strategy/strategy_manager.js b/src/modules/strategy/strategy_manager.js index f3ec74e68..a31594ada 100644 --- a/src/modules/strategy/strategy_manager.js +++ b/src/modules/strategy/strategy_manager.js @@ -12,13 +12,23 @@ const SignalResult = require('./dict/signal_result'); const Position = require('../../dict/position'); module.exports = class StrategyManager { - constructor(technicalAnalysisValidator, exchangeCandleCombine, logger, notifier, projectDir) { + constructor( + technicalAnalysisValidator, + exchangeCandleCombine, + logger, + notifier, + exchangeManager, + config, + projectDir + ) { this.technicalAnalysisValidator = technicalAnalysisValidator; this.exchangeCandleCombine = exchangeCandleCombine; this.projectDir = projectDir; this.logger = logger; this.notifier = notifier; + this.exchangeManager = exchangeManager; + this.config = config; this.strategies = undefined; } @@ -234,7 +244,13 @@ module.exports = class StrategyManager { symbol ])}`; this.logger.info(message); - this.notifier.send(message); + if (this.notifier) { + this.notifier.send(message); + this.exchangeManager.get(exchange).setupSymbol({ + symbol: symbol, + periods: [period] + }); + } // stop current run return {}; diff --git a/src/modules/system/candle_importer.js b/src/modules/system/candle_importer.js index 6d5e0ed7d..2e2445ce9 100644 --- a/src/modules/system/candle_importer.js +++ b/src/modules/system/candle_importer.js @@ -1,29 +1,36 @@ const _ = require('lodash'); module.exports = class CandleImporter { - constructor(candlestickRepository) { + constructor(candlestickRepository, notifier, logger) { this.candlestickRepository = candlestickRepository; this.trottle = {}; this.promises = []; + this.logger = logger; + this.notifier = notifier; setInterval(async () => { - const candles = Object.values(this.trottle); - this.trottle = {}; + try { + const candles = Object.values(this.trottle); + this.trottle = {}; - const promises = this.promises.slice(); - this.promises = []; + const promises = this.promises.slice(); + this.promises = []; - // on init we can have a lot or REST api we can have a lot of candles - // reduce database locking time by split them - if (candles.length > 0) { - for (const chunk of _.chunk(candles, 1000)) { - await this.insertCandles(chunk); + // on init we can have a lot or REST api we can have a lot of candles + // reduce database locking time by split them + if (candles.length > 0) { + for (const chunk of _.chunk(candles, 1000)) { + await this.insertCandles(chunk); + } } - } - promises.forEach(resolve => { - resolve(); - }); + promises.forEach(resolve => { + resolve(); + }); + } catch (e) { + this.logger.info(`Error on interval: ${e}`); + this.notifier.send(`Error on interval: ${e}`); + } }, 1000 * 5); } @@ -59,6 +66,9 @@ module.exports = class CandleImporter { resolve = res; }); - return { promise, resolve }; + return { + promise, + resolve + }; } }; diff --git a/templates/base.html.twig b/templates/base.html.twig index 7abf9fe92..f159d19e3 100644 --- a/templates/base.html.twig +++ b/templates/base.html.twig @@ -131,6 +131,7 @@ {% endblock content %} {% block javascript %} + -{% endblock javascript %} \ No newline at end of file +{% endblock javascript %} diff --git a/templates/tradingview.html.twig b/templates/tradingview.html.twig index c8f347663..c110d568f 100644 --- a/templates/tradingview.html.twig +++ b/templates/tradingview.html.twig @@ -45,7 +45,7 @@ { 'autosize': true, 'symbol': "{{ symbol }}", - 'interval': '15', + 'interval': '5', 'theme': 'Light', 'style': '1', 'locale': 'en', @@ -56,16 +56,24 @@ 'timezone': Intl.DateTimeFormat().resolvedOptions().timeZone, 'studies': [ { - "id": "MAExp@tv-basicstudies", - "inputs": { - "length": 200 + 'id': 'MAExp@tv-basicstudies', + 'inputs': { + 'length': 200 } },{ - "id": "MAExp@tv-basicstudies", - "inputs": { - "length": 40 + 'id': 'MAExp@tv-basicstudies', + 'inputs': { + 'length': 100 } - }, + },{ + 'id': 'MAExp@tv-basicstudies', + 'inputs': { + 'length': 24 + } + },{ + 'id': 'DM@tv-basicstudies' + + } ] } ); @@ -84,19 +92,26 @@ 'container_id': 'tradingview_2', 'timezone': Intl.DateTimeFormat().resolvedOptions().timeZone, 'studies': [ - { - "id": "MAExp@tv-basicstudies", + { + 'id': 'MAExp@tv-basicstudies', + 'inputs': { + 'length': 200 + } + },{ + 'id': 'MAExp@tv-basicstudies', // "version": 60, - "inputs": { - "length": 200 + 'inputs': { + 'length': 100 } },{ - "id": "MAExp@tv-basicstudies", + 'id': 'MAExp@tv-basicstudies', // "version": 60, - "inputs": { - "length": 40 + 'inputs': { + 'length': 24 } - }, + },{ + 'id': 'DM@tv-basicstudies' + } ] } ); From eaa406be644933e267df53e2ab0a077b1c7bf8b8 Mon Sep 17 00:00:00 2001 From: Juan Calvo Date: Tue, 1 Mar 2022 13:38:21 +0000 Subject: [PATCH 36/41] Reorder some columns in the view --- web/static/js/trades.vue | 34 +++++++++++++++++----------------- 1 file changed, 17 insertions(+), 17 deletions(-) diff --git a/web/static/js/trades.vue b/web/static/js/trades.vue index 3ebf5c0d7..2b643de16 100644 --- a/web/static/js/trades.vue +++ b/web/static/js/trades.vue @@ -10,14 +10,14 @@
ES SymbolAmountCurrency Profit EntryAmountCurrency Updated CreatedS A
{{ position.position.symbol }} - {{ position.position.amount }} - - - + + {{ position.position.symbol }} {{ position.position.profit|round(2) }} % @@ -47,6 +40,17 @@ {{ position.position.entry|filter_price }} + {{ position.position.amount }} + + + + - - -