From 68f5629010d57e8b0f8d369910af937bdb59a1d3 Mon Sep 17 00:00:00 2001 From: xFFFFF Date: Tue, 6 Mar 2018 21:13:47 +0100 Subject: [PATCH] new strats --- BBRSI/BBRSI.js | 107 ++ BBRSI/BBRSI.toml | 11 + BBRSI/README.MD | 1 + BBRSI/indicators/BB.js | 38 + Dave/Dave.js | 132 ++ Dave/Dave.toml | 9 + Dave/README.MD | 1 + MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.js | 235 ++++ MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.toml | 24 + MK_RSI_BULL_BEAR/README.MD | 1 + ...-bull-bear-adx.js => RSI_BULL_BEAR_ADX.js} | 130 +- ...l-bear-adx.toml => RSI_BULL_BEAR_ADX.toml} | 15 +- backtest_database.csv | 1229 +++++++++++++++++ bryanbeck/README.MD | 1 + bryanbeck/bryanbeck.js | 689 +++++++++ bryanbeck/bryanbeck.toml | 28 + custom_CCI/CCI_custom.js | 181 +++ custom_CCI/CCI_custom.toml | 14 + custom_CCI/README.MD | 1 + jazzbre/README.MD | 1 + jazzbre/jazzbre.js | 264 ++++ jazzbre/jazzbre.toml | 16 + mounirs-ga-version-1/README.md | 2 +- mounirs-ga-version-2/README.md | 2 +- 24 files changed, 3065 insertions(+), 67 deletions(-) create mode 100644 BBRSI/BBRSI.js create mode 100644 BBRSI/BBRSI.toml create mode 100644 BBRSI/README.MD create mode 100644 BBRSI/indicators/BB.js create mode 100644 Dave/Dave.js create mode 100644 Dave/Dave.toml create mode 100644 Dave/README.MD create mode 100644 MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.js create mode 100644 MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.toml create mode 100644 MK_RSI_BULL_BEAR/README.MD rename RSI Bull and Bear - ADX modifier/{rsi-bull-bear-adx.js => RSI_BULL_BEAR_ADX.js} (52%) rename RSI Bull and Bear - ADX modifier/{rsi-bull-bear-adx.toml => RSI_BULL_BEAR_ADX.toml} (50%) create mode 100644 backtest_database.csv create mode 100644 bryanbeck/README.MD create mode 100644 bryanbeck/bryanbeck.js create mode 100644 bryanbeck/bryanbeck.toml create mode 100644 custom_CCI/CCI_custom.js create mode 100644 custom_CCI/CCI_custom.toml create mode 100644 custom_CCI/README.MD create mode 100644 jazzbre/README.MD create mode 100644 jazzbre/jazzbre.js create mode 100644 jazzbre/jazzbre.toml diff --git a/BBRSI/BBRSI.js b/BBRSI/BBRSI.js new file mode 100644 index 0000000..597e7f8 --- /dev/null +++ b/BBRSI/BBRSI.js @@ -0,0 +1,107 @@ +/* + + BB strategy - okibcn 2018-01-03 + + */ +// helpers +var _ = require('lodash'); +var log = require('../core/log.js'); + +var BB = require('./indicators/BB.js'); +var rsi = require('./indicators/RSI.js'); + +// let's create our own method +var method = {}; + +// prepare everything our method needs +method.init = function () { + this.name = 'BB'; + this.nsamples = 0; + this.trend = { + zone: 'none', // none, top, high, low, bottom + duration: 0, + persisted: false + }; + + this.requiredHistory = this.tradingAdvisor.historySize; + + // define the indicators we need + this.addIndicator('bb', 'BB', this.settings.bbands); + this.addIndicator('rsi', 'RSI', this.settings); +} + + +// for debugging purposes log the last +// calculated parameters. +method.log = function (candle) { + // var digits = 8; + // var BB = this.indicators.bb; + // //BB.lower; BB.upper; BB.middle are your line values + + // log.debug('______________________________________'); + // log.debug('calculated BB properties for candle ', this.nsamples); + + // if (BB.upper > candle.close) log.debug('\t', 'Upper BB:', BB.upper.toFixed(digits)); + // if (BB.middle > candle.close) log.debug('\t', 'Mid BB:', BB.middle.toFixed(digits)); + // if (BB.lower >= candle.close) log.debug('\t', 'Lower BB:', BB.lower.toFixed(digits)); + // log.debug('\t', 'price:', candle.close.toFixed(digits)); + // if (BB.upper <= candle.close) log.debug('\t', 'Upper BB:', BB.upper.toFixed(digits)); + // if (BB.middle <= candle.close) log.debug('\t', 'Mid BB:', BB.middle.toFixed(digits)); + // if (BB.lower < candle.close) log.debug('\t', 'Lower BB:', BB.lower.toFixed(digits)); + // log.debug('\t', 'Band gap: ', BB.upper.toFixed(digits) - BB.lower.toFixed(digits)); + + // var rsi = this.indicators.rsi; + + // log.debug('calculated RSI properties for candle:'); + // log.debug('\t', 'rsi:', rsi.result.toFixed(digits)); + // log.debug('\t', 'price:', candle.close.toFixed(digits)); +} + +method.check = function (candle) { + var BB = this.indicators.bb; + var price = candle.close; + this.nsamples++; + + var rsi = this.indicators.rsi; + var rsiVal = rsi.result; + + // price Zone detection + var zone = 'none'; + if (price >= BB.upper) zone = 'top'; + if ((price < BB.upper) && (price >= BB.middle)) zone = 'high'; + if ((price > BB.lower) && (price < BB.middle)) zone = 'low'; + if (price <= BB.lower) zone = 'bottom'; + log.debug('current zone: ', zone); + log.debug('current trend duration: ', this.trend.duration); + + if (this.trend.zone == zone) { + this.trend = { + zone: zone, // none, top, high, low, bottom + duration: this.trend.duration+1, + persisted: true + } + } + else { + this.trend = { + zone: zone, // none, top, high, low, bottom + duration: 0, + persisted: false + } + } + + if (price <= BB.lower && rsiVal <= this.settings.thresholds.low && this.trend.duration >= this.settings.thresholds.persistence) { + this.advice('long') + } + if (price >= BB.middle && rsiVal >= this.settings.thresholds.high) { + this.advice('short') + } + + // this.trend = { + // zone: zone, // none, top, high, low, bottom + // duration: 0, + // persisted: false + + +} + +module.exports = method; diff --git a/BBRSI/BBRSI.toml b/BBRSI/BBRSI.toml new file mode 100644 index 0000000..412d966 --- /dev/null +++ b/BBRSI/BBRSI.toml @@ -0,0 +1,11 @@ +interval = 14 + +[thresholds] +low = 40 +high = 40 +persistence = 9 + +[bbands] +TimePeriod = 20 +NbDevUp = 2 +NbDevDn = 2 \ No newline at end of file diff --git a/BBRSI/README.MD b/BBRSI/README.MD new file mode 100644 index 0000000..1162110 --- /dev/null +++ b/BBRSI/README.MD @@ -0,0 +1 @@ +Source: https://raw.githubusercontent.com/atselevich/gekko/develop/strategies/BBRSI.js \ No newline at end of file diff --git a/BBRSI/indicators/BB.js b/BBRSI/indicators/BB.js new file mode 100644 index 0000000..82d442d --- /dev/null +++ b/BBRSI/indicators/BB.js @@ -0,0 +1,38 @@ +// no required indicators +// Bollinger Bands - Okibcn implementation 2018-01-02 + +var Indicator = function(BBSettings) { + this.input = 'price'; + this.settings = BBSettings; + // Settings: + // TimePeriod: The amount of samples used for the average. + // NbDevUp: The distance in stdev of the upper band from the SMA. + // NbDevDn: The distance in stdev of the lower band from the SMA. + this.prices = []; + this.diffs = []; + this.age = 0; + this.sum = 0; + this.sumsq = 0; + this.upper = 0; + this.middle = 0; + this.lower = 0; + } + + Indicator.prototype.update = function(price) { + var tail = this.prices[this.age] || 0; // oldest price in window + var diffsTail = this.diffs[this.age] || 0; // oldest average in window + + this.prices[this.age] = price; + this.sum += price - tail; + this.middle = this.sum / this.prices.length; // SMA value + + this.diffs[this.age] = (price - this.middle); + this.sumsq += this.diffs[this.age] ** 2 - diffsTail ** 2; + var stdev = Math.sqrt(this.sumsq) / this.prices.length; + + this.upper = this.middle + this.settings.NbDevUp * stdev; + this.lower = this.middle - this.settings.NbDevDn * stdev; + + this.age = (this.age + 1) % this.settings.TimePeriod + } + module.exports = Indicator; \ No newline at end of file diff --git a/Dave/Dave.js b/Dave/Dave.js new file mode 100644 index 0000000..24b9d32 --- /dev/null +++ b/Dave/Dave.js @@ -0,0 +1,132 @@ +/* + + MACD - DJM 31/12/2013 + + (updated a couple of times since, check git history) + + */ + +// helpers +var _ = require('lodash'); +var log = require('../core/log.js'); + +// let's create our own method +var method = {}; + +// prepare everything our method needs +method.init = function() { + // keep state about the current trend + // here, on every new candle we use this + // state object to check if we need to + // report it. + this.trend = { + direction: 'none', + duration: 0, + persisted: false, + adviced: false + }; + + this.boughtAt = 0; + // how many candles do we need as a base + // before we can start giving advice? + this.requiredHistory = this.tradingAdvisor.historySize; + + // define the indicators we need + this.addIndicator('dave', 'Dave', this.settings); + this.boughtPriceCount = 0; + this.maxExposureCount = 0; +} + +// what happens on every new candle? +method.update = function(candle) { + // nothing! +} + +method.check = function() { + + //If long short average / long average < 1.00 then we have a dip + var shortAverage = this.indicators.dave.short.result; + var longAverage = this.indicators.dave.long.result; + var lastPrice = this.indicators.dave.lastPrice; + var change = shortAverage/longAverage; + var priceCountDiff = this.indicators.dave.priceCount - this.boughtPriceCount; + + var maxExposureHitCountDiff = this.indicators.dave.priceCount - this.maxExposureCount; + var weHitMaxExposure = this.maxExposureCount > 0; + + if( this.boughtAt > 0 ){ + var change = lastPrice / this.boughtAt; + // + // if last price / buy price > 1.00 then we have a lift + // lift size is last_price / buy_price - 1.00 + // if lift_size > threshold to sell + // then sell and mark that we are out + var dipSize = 1.0 - change; + var liftSize = change - 1.0; + + if( change > 1.0 ){ + log.debug("*******","We have lift",shortAverage.toFixed(4),longAverage.toFixed(4),liftSize.toFixed(8)); + + if(liftSize > this.settings.thresholds.up){ + this.advice('short'); + log.debug("******",'We sold',lastPrice); + this.boughtAt = 0; + this.maxExposureCount = 0; + } + } else if( dipSize > 0 ){ + if( dipSize > this.settings.thresholds.getOut ){ + log.debug("*******","Get Out!",shortAverage.toFixed(4),longAverage.toFixed(4),dipSize.toFixed(8)); + this.advice('short'); + this.boughtAt = 0; + //this.maxExposureCount = this.indicators.dave.priceCount; + } + } + + if( this.boughtAt > 0 && priceCountDiff > this.settings.thresholds.maxExposureLength){ + this.advice('short'); + this.boughtAt = 0; + //this.maxExposureCount = this.indicators.dave.priceCount; + } + } else if( change < 1.0 ){ + // dip size is 1 - above + var dipSize = 1.0 - change; + log.debug("*******","We have a dip",shortAverage.toFixed(4),longAverage.toFixed(4),dipSize.toFixed(8)); + + // if dip size is greater than threshold to buy + if( weHitMaxExposure && maxExposureHitCountDiff < this.settings.thresholds.maxExposureLength){ + log.debug("******","Skipping any buy because we just hit a max exposure"); + this.advice(); + return; + } + + if( dipSize > this.settings.thresholds.down ){ + // then buy and save the price to buy price and mark that we bought + this.advice('long'); + this.boughtAt = lastPrice; + this.boughtPriceCount = this.indicators.dave.priceCount; + log.debug('\n','*****************',"We bought", lastPrice, this.boughtPriceCount,'\n'); + this.maxExposureCount = 0; + } + } else { + + //log.debug('In no trend'); + + // we're not in an up nor in a downtrend + // but for now we ignore sideways trends + // + // read more @link: + // + // https://github.com/askmike/gekko/issues/171 + + // this.trend = { + // direction: 'none', + // duration: 0, + // persisted: false, + // adviced: false + // }; + + this.advice(); + } +} + +module.exports = method; diff --git a/Dave/Dave.toml b/Dave/Dave.toml new file mode 100644 index 0000000..761c052 --- /dev/null +++ b/Dave/Dave.toml @@ -0,0 +1,9 @@ +short = 2 +long = 10 + +[thresholds] +down = 0.01 +up = 0.01 +getOut = 0.03 +persistence = 1 +maxExposureLength = 30 \ No newline at end of file diff --git a/Dave/README.MD b/Dave/README.MD new file mode 100644 index 0000000..75c3599 --- /dev/null +++ b/Dave/README.MD @@ -0,0 +1 @@ +Source: https://raw.githubusercontent.com/digidigo/gekko/stable/strategies/Dave.js \ No newline at end of file diff --git a/MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.js b/MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.js new file mode 100644 index 0000000..09fb85d --- /dev/null +++ b/MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.js @@ -0,0 +1,235 @@ +/* + RSI Bull and Bear + Use different RSI-strategies depending on a longer trend + 3 feb 2017 + + (CC-BY-SA 4.0) Tommie Hansen + https://creativecommons.org/licenses/by-sa/4.0/ +*/ + +// req's +var log = require ('../core/log.js'); +var config = require ('../core/util.js').getConfig(); + +// strategy +var strat = { + + /* INIT */ + init: function() + { + this.name = 'MK RSI Bull and Bear'; + this.requiredHistory = config.tradingAdvisor.historySize; + this.resetTrend(); + + // debug? set to flase to disable all logging (improves performance) + this.debug = true; + + /* // add indicators + this.addTulipIndicator('maSlow', 'sma', { optInTimePeriod: this.settings.SMA_long }); + this.addTulipIndicator('maFast', 'sma', { optInTimePeriod: this.settings.SMA_short }); + this.addTulipIndicator('BULL_SLOW_RSI', 'rsi', { optInTimePeriod: this.settings.BULL_SLOW_RSI }); + this.addTulipIndicator('BULL_FAST_RSI', 'rsi', { optInTimePeriod: this.settings.BULL_FAST_RSI }); + this.addTulipIndicator('BEAR_SLOW_RSI', 'rsi', { optInTimePeriod: this.settings.BEAR_SLOW_RSI }); + this.addTulipIndicator('BEAR_FAST_RSI', 'rsi', { optInTimePeriod: this.settings.BEAR_FAST_RSI }); + */ + + this.twitterNotifPercent =1; + + + this.params=this.congigureParams(this.twitterNotifPercent); + + this.congigureTrends(); + + // debug stuff + this.startTime = new Date(); + this.stat = { + bear: { min: 100, max: 0 }, + bull: { min: 100, max: 0 } + }; + + + + }, // init() + + congigureTrends:function(){ + this.addTulipIndicator('maSlow', 'sma', { optInTimePeriod: this.params.SMA_long }); + this.addTulipIndicator('maFast', 'sma', { optInTimePeriod: this.params.SMA_short }); + this.addTulipIndicator('BULL_SLOW_RSI', 'rsi', { optInTimePeriod: this.params.BULL_SLOW_RSI }); + this.addTulipIndicator('BULL_FAST_RSI', 'rsi', { optInTimePeriod: this.params.BULL_FAST_RSI }); + this.addTulipIndicator('BEAR_SLOW_RSI', 'rsi', { optInTimePeriod: this.params.BEAR_SLOW_RSI }); + this.addTulipIndicator('BEAR_FAST_RSI', 'rsi', { optInTimePeriod: this.params.BEAR_FAST_RSI }); + }, + congigureParams:function(sentimentPercent){ + return { + SMA_long:this.settings.SMA_long , + SMA_short:this.settings.SMA_short , + + BULL_SLOW_RSI:this.settings.BULL_SLOW_RSI , + BULL_FAST_RSI:this.settings.BULL_FAST_RSI , + BEAR_SLOW_RSI:this.settings.BEAR_SLOW_RSI , + BEAR_FAST_RSI:this.settings.BEAR_FAST_RSI , + + BULL_RSI_LOW:this.settings.BULL_RSI_LOW, + BULL_RSI_HIGH:this.settings.BULL_RSI_HIGH, + BEAR_RSI_LOW:this.settings.BEAR_RSI_LOW, + BEAR_RSI_HIGH:this.settings.BEAR_RSI_HIGH, + + SENTIMENT_BULL_RSI_LOW:this.settings.BULL_RSI_LOW * sentimentPercent, + SENTIMENT_BULL_RSI_HIGH:this.settings.BULL_RSI_HIGH * sentimentPercent, + SENTIMENT_BEAR_RSI_LOW:this.settings.BEAR_RSI_LOW * sentimentPercent, + SENTIMENT_BEAR_RSI_HIGH:this.settings.BEAR_RSI_HIGH * sentimentPercent + }; + }, + /* RESET TREND */ + resetTrend: function() + { + var trend = { + duration: 0, + direction: 'none', + longPos: false, + }; + + this.trend = trend; + }, + + /* get lowest/highest for backtest-period */ + lowHigh: function( rsi, type ) + { + let cur; + if( type == 'bear' ) { + cur = this.stat.bear; + if( rsi < cur.min ) this.stat.bear.min = rsi; // set new + if( rsi > cur.max ) this.stat.bear.max = rsi; + } + else { + cur = this.stat.bull; + if( rsi < cur.min ) this.stat.bull.min = rsi; // set new + if( rsi > cur.max ) this.stat.bull.max = rsi; + } + }, + + update: function(){ + //check tweetmybot for notification + //set the twitterNotifPercent accordinglt + //call congigureParams(twitterNotifPercent) to adjust the BULL / BEAR high/lows accordingly + //this.twitterNotifPercent =1.2; + }, + /* CHECK */ + check: function() + { + if( this.candle.close.length < this.requiredHistory ) { return; } // check if candle length is correct + + // get all indicators + let ind = this.tulipIndicators, + maSlow = ind.maSlow.result.result, + maFast = ind.maFast.result.result, + rsi,rsiFast,rsiSlow; + + if(!maFast || !maSlow) + return; + + // BEAR TREND + if( maFast < maSlow ) + { + + if(!ind.BEAR_FAST_RSI.result || !ind.BEAR_SLOW_RSI.result || !ind.BEAR_FAST_RSI.result.result || !ind.BEAR_SLOW_RSI.result.result) + return; + + //if fast < slow then sell + rsiFast = ind.BEAR_FAST_RSI.result.result; + rsiSlow = ind.BEAR_SLOW_RSI.result.result; + + if(rsiFast < rsiSlow && rsiFast > this.params.SENTIMENT_BEAR_RSI_HIGH){ + this.short(); + } + else if(rsiFast > rsiSlow && rsiFast < this.params.SENTIMENT_BEAR_RSI_LOW){ + this.long(); + } + + if(this.debug) this.lowHigh( rsiFast, 'bear' ); + //log.debug('BEAR-trend'); + } + + // BULL TREND + else + { + if(!ind.BULL_FAST_RSI.result || !ind.BULL_SLOW_RSI.result || !ind.BULL_FAST_RSI.result.result || !ind.BULL_SLOW_RSI.result.result) + return; + + rsiFast = ind.BULL_FAST_RSI.result.result; + rsiSlow = ind.BULL_SLOW_RSI.result.result; + + if(rsiFast < rsiSlow && rsiFast > this.params.SENTIMENT_BULL_RSI_HIGH) + this.short(); + else if(rsiFast > rsiSlow && rsiFast < this.params.SENTIMENT_BULL_RSI_LOW) + this.long(); + + if(this.debug) this.lowHigh( rsiFast, 'bull' ); + //log.debug('BULL-trend'); + } + + }, // check() + + + /* LONG */ + long: function() + { + if( this.trend.direction !== 'up' ) // new trend? (only act on new trends) + { + this.resetTrend(); + this.trend.direction = 'up'; + this.advice('long'); + //log.debug('go long'); + } + + if(this.debug) + { + this.trend.duration++; + log.debug ('Long since', this.trend.duration, 'candle(s)'); + } + }, + + + /* SHORT */ + short: function() + { + // new trend? (else do things) + if( this.trend.direction !== 'down' ) + { + this.resetTrend(); + this.trend.direction = 'down'; + this.advice('short'); + } + + if(this.debug) + { + this.trend.duration++; + log.debug ('Short since', this.trend.duration, 'candle(s)'); + } + }, + + + /* END backtest */ + end: function(){ + + let seconds = ((new Date()- this.startTime)/1000), + minutes = seconds/60, + str; + + minutes < 1 ? str = seconds + ' seconds' : str = minutes + ' minutes'; + + log.debug('Finished in ' + str); + + if(this.debug) + { + let stat = this.stat; + log.debug('RSI low/high for period:'); + log.debug('BEAR low/high: ' + stat.bear.min + ' / ' + stat.bear.max); + log.debug('BULL low/high: ' + stat.bull.min + ' / ' + stat.bull.max); + } + } + +}; + +module.exports = strat; + diff --git a/MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.toml b/MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.toml new file mode 100644 index 0000000..33a59b9 --- /dev/null +++ b/MK_RSI_BULL_BEAR/MK_RSI_BULL_BEAR.toml @@ -0,0 +1,24 @@ +# SMA Trends +# MK 200 worked better - all other changes were worse +# SMA_long = 1000 +SMA_long = 200 +SMA_short = 50 + +# BULL +BULL_RSI = 10 +BULL_FAST_RSI = 5 +BULL_SLOW_RSI = 14 +BULL_RSI_HIGH=80 +BULL_RSI_LOW=60 + +# BEAR +BEAR_RSI = 15 +BEAR_FAST_RSI = 5 +BEAR_SLOW_RSI = 14 +BEAR_RSI_HIGH=50 +BEAR_RSI_LOW=20 + +# BULL/BEAR is defined by the longer SMA trends +# if SHORT over LONG = BULL +# if SHORT under LONG = BEAR + diff --git a/MK_RSI_BULL_BEAR/README.MD b/MK_RSI_BULL_BEAR/README.MD new file mode 100644 index 0000000..4c1c576 --- /dev/null +++ b/MK_RSI_BULL_BEAR/README.MD @@ -0,0 +1 @@ +Source: https://raw.githubusercontent.com/skimonkey/gekko/develop/strategies/MK_RSI_BULL_BEAR.js \ No newline at end of file diff --git a/RSI Bull and Bear - ADX modifier/rsi-bull-bear-adx.js b/RSI Bull and Bear - ADX modifier/RSI_BULL_BEAR_ADX.js similarity index 52% rename from RSI Bull and Bear - ADX modifier/rsi-bull-bear-adx.js rename to RSI Bull and Bear - ADX modifier/RSI_BULL_BEAR_ADX.js index 27b4174..493b79e 100644 --- a/RSI Bull and Bear - ADX modifier/rsi-bull-bear-adx.js +++ b/RSI Bull and Bear - ADX modifier/RSI_BULL_BEAR_ADX.js @@ -3,15 +3,13 @@ 1. Use different RSI-strategies depending on a longer trend 2. But modify this slighly if shorter BULL/BEAR is detected - - 8 feb 2017 - - (CC-BY-SA 4.0) Tommie Hansen https://creativecommons.org/licenses/by-sa/4.0/ */ // req's -var log = require ('../core/log.js'); -var config = require ('../core/util.js').getConfig(); +var log = require('../core/log.js'); +var config = require('../core/util.js').getConfig(); // strategy var strat = { @@ -19,33 +17,18 @@ var strat = { /* INIT */ init: function() { + // core this.name = 'RSI Bull and Bear + ADX'; this.requiredHistory = config.tradingAdvisor.historySize; - this.resetTrend(); + this.resetTrend(); - // debug? set to flase to disable all logging/messages/stats (improves performance) + // debug? set to false to disable all logging/messages/stats (improves performance in backtests) this.debug = false; // performance config.backtest.batchSize = 1000; // increase performance - config.silent = false; - config.debug = true; - - /* TEMP: set params */ - this.settings.SMA_long = 1000; - this.settings.SMA_short = 50; - - this.settings.BULL_RSI = 10; // timeperiod - this.settings.BULL_RSI_high = 80; - this.settings.BULL_RSI_low = 60; - - this.settings.BEAR_RSI = 15; // timeperiod - this.settings.BEAR_RSI_high = 60; - this.settings.BEAR_RSI_low = 20; - - this.settings.ADX = 3; // timeperiod - this.settings.ADX_high = 70; - this.settings.ADX_low = 50; + config.silent = true; + config.debug = false; // SMA this.addTulipIndicator('maSlow', 'sma', { optInTimePeriod: this.settings.SMA_long }); @@ -57,14 +40,39 @@ var strat = { // ADX this.addTulipIndicator('ADX', 'adx', { optInTimePeriod: this.settings.ADX }) - this.adx = { max: 0, min: 0 }; + + // MOD (RSI modifiers) + this.BULL_MOD_high = this.settings.BULL_MOD_high; + this.BULL_MOD_low = this.settings.BULL_MOD_low; + this.BEAR_MOD_high = this.settings.BEAR_MOD_high; + this.BEAR_MOD_low = this.settings.BEAR_MOD_low; + // debug stuff this.startTime = new Date(); - this.stat = { - bear: { min: 100, max: 0 }, - bull: { min: 100, max: 0 } - }; + + // add min/max if debug + if( this.debug ){ + this.stat = { + adx: { min: 1000, max: 0 }, + bear: { min: 1000, max: 0 }, + bull: { min: 1000, max: 0 } + }; + } + + /* MESSAGES */ + + // message the user about required history + log.info("===================================="); + log.info('Running', this.name); + log.info('===================================='); + log.info("Make sure your warmup period matches SMA_long and that Gekko downloads data if needed"); + + // warn users + if( this.requiredHistory < this.settings.SMA_long ) + { + log.warn("*** WARNING *** Your Warmup period is lower then SMA_long. If Gekko does not download data automatically when running LIVE the strategy will default to BEAR-mode until it has enough data."); + } }, // init() @@ -83,18 +91,23 @@ var strat = { /* get low/high for backtest-period */ - lowHigh: function( rsi, type ) + lowHigh: function( val, type ) { let cur; if( type == 'bear' ) { cur = this.stat.bear; - if( rsi < cur.min ) this.stat.bear.min = rsi; // set new - if( rsi > cur.max ) this.stat.bear.max = rsi; + if( val < cur.min ) this.stat.bear.min = val; // set new + else if( val > cur.max ) this.stat.bear.max = val; } - else { + else if( type == 'bull' ) { cur = this.stat.bull; - if( rsi < cur.min ) this.stat.bull.min = rsi; // set new - if( rsi > cur.max ) this.stat.bull.max = rsi; + if( val < cur.min ) this.stat.bull.min = val; // set new + else if( val > cur.max ) this.stat.bull.max = val; + } + else { + cur = this.stat.adx; + if( val < cur.min ) this.stat.adx.min = val; // set new + else if( val > cur.max ) this.stat.adx.max = val; } }, @@ -102,7 +115,6 @@ var strat = { /* CHECK */ check: function() { - // get all indicators let ind = this.tulipIndicators, maSlow = ind.maSlow.result.result, @@ -110,10 +122,6 @@ var strat = { rsi, adx = ind.ADX.result.result; - if( this.debug ){ - if( adx < this.adx.min ) this.adx.min = adx; - else if( adx > this.adx.max ) this.adx.max = adx; - } // BEAR TREND if( maFast < maSlow ) @@ -123,14 +131,13 @@ var strat = { rsi_low = this.settings.BEAR_RSI_low; // ADX trend strength? - if( adx > this.settings.ADX_high ) rsi_hi = rsi_hi + 15; - else if( adx < this.settings.ADX_low ) rsi_low = rsi_low -5; + if( adx > this.settings.ADX_high ) rsi_hi = rsi_hi + this.BEAR_MOD_high; + else if( adx < this.settings.ADX_low ) rsi_low = rsi_low + this.BEAR_MOD_low; if( rsi > rsi_hi ) this.short(); else if( rsi < rsi_low ) this.long(); if(this.debug) this.lowHigh( rsi, 'bear' ); - //log.debug('BEAR-trend'); } // BULL TREND @@ -141,14 +148,16 @@ var strat = { rsi_low = this.settings.BULL_RSI_low; // ADX trend strength? - if( adx > this.settings.ADX_high ) rsi_hi = rsi_hi + 5; - else if( adx < this.settings.ADX_low ) rsi_low = rsi_low -5; + if( adx > this.settings.ADX_high ) rsi_hi = rsi_hi + this.BULL_MOD_high; + else if( adx < this.settings.ADX_low ) rsi_low = rsi_low + this.BULL_MOD_low; if( rsi > rsi_hi ) this.short(); else if( rsi < rsi_low ) this.long(); if(this.debug) this.lowHigh( rsi, 'bull' ); - //log.debug('BULL-trend'); } + + // add adx low/high if debug + if( this.debug ) this.lowHigh( adx, 'adx'); }, // check() @@ -161,13 +170,13 @@ var strat = { this.resetTrend(); this.trend.direction = 'up'; this.advice('long'); - //log.debug('go long'); + if( this.debug ) log.info('Going long'); } - if(this.debug) + if( this.debug ) { this.trend.duration++; - log.debug ('Long since', this.trend.duration, 'candle(s)'); + log.info('Long since', this.trend.duration, 'candle(s)'); } }, @@ -181,12 +190,13 @@ var strat = { this.resetTrend(); this.trend.direction = 'down'; this.advice('short'); + if( this.debug ) log.info('Going short'); } - if(this.debug) + if( this.debug ) { this.trend.duration++; - log.debug ('Short since', this.trend.duration, 'candle(s)'); + log.info('Short since', this.trend.duration, 'candle(s)'); } }, @@ -198,23 +208,23 @@ var strat = { minutes = seconds/60, str; - minutes < 1 ? str = seconds + ' seconds' : str = minutes + ' minutes'; + minutes < 1 ? str = seconds.toFixed(2) + ' seconds' : str = minutes.toFixed(2) + ' minutes'; - log.debug('===================================='); - log.debug('Finished in ' + str); - log.debug('===================================='); + log.info('===================================='); + log.info('Finished in ' + str); + log.info('===================================='); // print stats and messages if debug if(this.debug) { let stat = this.stat; - log.debug('RSI low/high for period'); - log.debug('BEAR low/high: ' + stat.bear.min + ' / ' + stat.bear.max); - log.debug('BULL low/high: ' + stat.bull.min + ' / ' + stat.bull.max); - log.debug('ADX min/max: ' + this.adx.min + ' / ' + this.adx.max); + log.info('BEAR RSI low/high: ' + stat.bear.min + ' / ' + stat.bear.max); + log.info('BULL RSI low/high: ' + stat.bull.min + ' / ' + stat.bull.max); + log.info('ADX min/max: ' + stat.adx.min + ' / ' + stat.adx.max); } + } }; -module.exports = strat; +module.exports = strat; \ No newline at end of file diff --git a/RSI Bull and Bear - ADX modifier/rsi-bull-bear-adx.toml b/RSI Bull and Bear - ADX modifier/RSI_BULL_BEAR_ADX.toml similarity index 50% rename from RSI Bull and Bear - ADX modifier/rsi-bull-bear-adx.toml rename to RSI Bull and Bear - ADX modifier/RSI_BULL_BEAR_ADX.toml index 2196b22..337d63b 100644 --- a/RSI Bull and Bear - ADX modifier/rsi-bull-bear-adx.toml +++ b/RSI Bull and Bear - ADX modifier/RSI_BULL_BEAR_ADX.toml @@ -1,17 +1,22 @@ -# SMA Trends +# SMA INDICATOR SMA_long = 1000 SMA_short = 50 -# BULL +# RSI BULL / BEAR BULL_RSI = 10 BULL_RSI_high = 80 BULL_RSI_low = 60 - -# BEAR BEAR_RSI = 15 BEAR_RSI_high = 50 BEAR_RSI_low = 20 +# MODIFY RSI (depending on ADX) +BULL_MOD_high = 5 +BULL_MOD_low = -5 +BEAR_MOD_high = 15 +BEAR_MOD_low = -5 + +# ADX ADX = 3 ADX_high = 70 -ADX_low = 50 +ADX_low = 50 \ No newline at end of file diff --git a/backtest_database.csv b/backtest_database.csv new file mode 100644 index 0000000..582c099 --- /dev/null +++ b/backtest_database.csv @@ -0,0 +1,1229 @@ +BTC,DGB,poloniex,aroon_public,-30%,-15.00%,-181%,72%,-102,66,33,NA,NA,10,73,2,2018-02-26 23:57:50,2017-12-20 00:00:00,2018-02-19 23:58:00," interval: 14, parameters: { optInTimePeriod: 46}, thresholds: { beardown: 99, bearup: 30, bulldown: 35, bullup: 99 } ",,,,,,,,,,, +BTC,DGB,poloniex,aroon_public,-5%,-2.50%,-29%,72%,-77,141,70.5,NA,NA,5,144,2,2018-03- 1 01:44:37,2017-12-20 00:00:00,2018-02-19 23:58:00," interval: 14, parameters: { optInTimePeriod: 46}, thresholds: { beardown: 99, bearup: 30, bulldown: 35, bullup: 99 } ",,,,,,,,,,, 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01:58:22,2017-12-20 00:00:00,2018-02-19 23:59:00," ""interval"": 14, ""thresholds"": { ""low"": 40, ""high"": 40, ""persistence"": 9 }, ""bbands"": { ""TimePeriod"": 20, ""NbDevUp"": 2, ""NbDevDn"": 2 } ",,,,,,,,,,, +BTC,ICX,binance,BBRSI,50%,25.00%,296%,243%,-193,165,82.5,NA,NA,10,73,2,2018-02-27 04:22:42,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 40, ""high"": 40, ""persistence"": 9 }, ""bbands"": { ""TimePeriod"": 20, ""NbDevUp"": 2, ""NbDevDn"": 2 } ",,,,,,,,,,, +USDT,NEO,binance,BBRSI,96%,48.00%,567%,96%,0,347,173.5,NA,NA,5,144,2,2018-03- 2 16:59:44,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 40, ""high"": 40, ""persistence"": 9 }, ""bbands"": { ""TimePeriod"": 20, ""NbDevUp"": 2, ""NbDevDn"": 2 } ",,,,,,,,,,, +BTC,GAME,poloniex,bestone_updated_hardcoded,29%,14.50%,171%,53%,-24,15,7.5,NA,NA,10,73,2,2018-02-27 01:09:03,2017-12-20 00:00:00,2018-02-19 23:57:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,DGB,poloniex,bestone_updated_hardcoded,65%,32.50%,384%,72%,-7,1,0.5,NA,NA,10,73,2,2018-02-27 00:00:01,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,DGB,poloniex,bestone_updated_hardcoded,67%,33.50%,397%,72%,-5,1,0.5,NA,NA,5,144,2,2018-03- 1 01:51:24,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, 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optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +USD,DAT,bitfinex,bestone_updated_hardcoded,-59%,-29.50%,-348%,-50%,-9,31,15.5,NA,NA,5,144,2,2018-03- 1 01:51:33,2017-12-19 23:17:00,2018-02-19 23:56:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +USD,ETP,bitfinex,bestone_updated_hardcoded,-62%,-31.00%,-365%,-50%,-12,33,16.5,NA,NA,5,144,2,2018-03- 1 01:51:30,2017-12-19 22:55:00,2018-02-19 23:43:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, 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optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +ETH,EOS,binance,bestone_updated_hardcoded,-28%,-14.00%,-168%,-29%,1,31,15.5,NA,NA,5,144,2,2018-03- 2 12:21:05,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BNB,XLM,binance,bestone_updated_hardcoded,-29%,-14.50%,-171%,-8%,-21,15,7.5,NA,NA,10,73,2,2018-02-27 01:08:59,2017-12-20 00:02:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, 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optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +USDT,BTC,binance,bestone_updated_hardcoded,-51%,-25.50%,-302%,-35%,-16,29,14.5,NA,NA,10,73,2,2018-02-27 00:27:56,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BNB,OST,binance,bestone_updated_hardcoded,-63%,-31.50%,-374%,-57%,-6,27,13.5,NA,NA,10,73,2,2018-02-27 01:21:26,2017-12-20 00:00:00,2018-02-19 23:53:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, 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optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,XRP,binance,bestone_updated_hardcoded,138%,69.00%,816%,133%,5,9,4.5,NA,NA,10,73,2,2018-02-26 23:59:48,2017-12-20 00:00:00,2018-02-19 23:59:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,ADA,binance,bestone_updated_hardcoded,15%,7.50%,90%,11%,4,1,0.5,NA,NA,10,73,2,2018-02-27 00:54:38,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +USDT,NEO,binance,bestone_updated_hardcoded,16%,8.00%,99%,96%,-80,35,17.5,NA,NA,10,73,2,2018-02-27 00:14:23,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,BNB,binance,bestone_updated_hardcoded,184%,92.00%,1087%,200%,-16,33,16.5,NA,NA,5,144,2,2018-03- 1 01:51:28,2017-12-20 00:00:00,2018-02-19 23:59:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,BNB,binance,bestone_updated_hardcoded,213%,106.50%,1259%,200%,13,15,7.5,NA,NA,10,73,2,2018-02-27 00:00:18,2017-12-20 00:00:00,2018-02-19 23:59:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,ICX,binance,bestone_updated_hardcoded,239%,119.50%,1413%,243%,-4,17,8.5,NA,NA,10,73,2,2018-02-27 00:40:49,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,ETC,binance,bestone_updated_hardcoded,36%,18.00%,214%,59%,-23,39,19.5,NA,NA,5,144,2,2018-03- 2 16:29:36,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +USDT,NEO,binance,bestone_updated_hardcoded,40%,20.00%,239%,96%,-56,49,24.5,NA,NA,5,144,2,2018-03- 2 17:03:40,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,ETC,binance,bestone_updated_hardcoded,41%,20.50%,244%,59%,-18,18,9,NA,NA,10,73,2,2018-02-27 00:14:16,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,VEN,binance,bestone_updated_hardcoded,513%,256.50%,3023%,619%,-106,17,8.5,NA,NA,10,73,2,2018-02-27 00:55:50,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,OMG,binance,bestone_updated_hardcoded,66%,33.00%,390%,50%,16,21,10.5,NA,NA,10,73,2,2018-02-27 00:27:43,2017-12-20 00:00:00,2018-02-19 23:58:00," myStoch: { highThreshold: 80, lowThreshold: 20, optInFastKPeriod: 14, optInSlowKPeriod: 5, optInSlowDPeriod: 5 }, myLongEma: { optInTimePeriod: 100 }, myShortEma: { optInTimePeriod: 50 }, stopLoss: { percent: 0.9 } ",,,,,,,,,,, +BTC,GAME,poloniex,BodhiDI_public,-28%,-14.00%,-167%,53%,-81,400,200,NA,NA,10,73,2,2018-02-27 01:09:43,2017-12-20 00:00:00,2018-02-19 23:57:00," optInTimePeriod: 14, diplus: 23.5, diminus: 23 ",,,,,,,,,,, +BTC,DGB,poloniex,BodhiDI_public,-5%,-2.50%,-30%,72%,-77,256,128,NA,NA,10,73,2,2018-02-27 00:00:43,2017-12-20 00:00:00,2018-02-19 23:58:00," optInTimePeriod: 14, diplus: 23.5, diminus: 23 ",,,,,,,,,,, +BTC,DGB,poloniex,BodhiDI_public,-60%,-30.00%,-356%,72%,-132,602,301,NA,NA,5,144,2,2018-03- 1 01:53:04,2017-12-20 00:00:00,2018-02-19 23:58:00," optInTimePeriod: 14, diplus: 23.5, diminus: 23 ",,,,,,,,,,, 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""ADX_high"": 70, ""ADX_low"": 50, ""thresholds"": { ""low"": 30, ""high"": 70, ""down"": 0.1, ""persistence"": 1 } ",,,,,,,,,,, +USDT,NEO,binance,NN_ADX_RSI,117%,58.50%,693%,96%,21,115,57.5,NA,NA,10,73,2,2018-02-28 05:40:50,2017-12-20 00:00:00,2018-02-19 23:58:00," ""SMA_long"": 800, ""SMA_short"": 40, ""interval"": 14, ""SL"": 1, ""BULL_RSI"": 10, ""BULL_RSI_high"": 80, ""BULL_RSI_low"": 50, ""IDLE_RSI"": 12, ""IDLE_RSI_high"": 65, ""IDLE_RSI_low"": 39, ""BEAR_RSI"": 15, ""BEAR_RSI_high"": 50, ""BEAR_RSI_low"": 25, ""ROC"": 9, ""ROC_lvl"": 0, ""ADX"": 3, ""ADX_high"": 70, ""ADX_low"": 50, ""thresholds"": { ""low"": 30, ""high"": 70, ""down"": 0.1, ""persistence"": 1 } ",,,,,,,,,,, +BTC,OMG,binance,NN_ADX_RSI,19%,9.50%,116%,50%,-31,102,51,NA,NA,10,73,2,2018-02-28 06:47:32,2017-12-20 00:00:00,2018-02-19 23:58:00," ""SMA_long"": 800, ""SMA_short"": 40, ""interval"": 14, ""SL"": 1, ""BULL_RSI"": 10, ""BULL_RSI_high"": 80, ""BULL_RSI_low"": 50, ""IDLE_RSI"": 12, ""IDLE_RSI_high"": 65, 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""ADX_high"": 70, ""ADX_low"": 50, ""thresholds"": { ""low"": 30, ""high"": 70, ""down"": 0.1, ""persistence"": 1 } ",,,,,,,,,,, +BTC,BNB,binance,NN_ADX_RSI,501%,250.50%,2953%,200%,301,187,93.5,NA,NA,5,144,2,2018-03- 2 13:12:10,2017-12-20 00:00:00,2018-02-19 23:59:00," ""SMA_long"": 800, ""SMA_short"": 40, ""interval"": 14, ""SL"": 1, ""BULL_RSI"": 10, ""BULL_RSI_high"": 80, ""BULL_RSI_low"": 50, ""IDLE_RSI"": 12, ""IDLE_RSI_high"": 65, ""IDLE_RSI_low"": 39, ""BEAR_RSI"": 15, ""BEAR_RSI_high"": 50, ""BEAR_RSI_low"": 25, ""ROC"": 9, ""ROC_lvl"": 0, ""ADX"": 3, ""ADX_high"": 70, ""ADX_low"": 50, ""thresholds"": { ""low"": 30, ""high"": 70, ""down"": 0.1, ""persistence"": 1 } ",,,,,,,,,,, +BTC,BNB,binance,NN_ADX_RSI,507%,253.50%,2989%,200%,307,99,49.5,NA,NA,10,73,2,2018-02-28 11:18:21,2017-12-20 00:00:00,2018-02-19 23:59:00," ""SMA_long"": 800, ""SMA_short"": 40, ""interval"": 14, ""SL"": 1, ""BULL_RSI"": 10, ""BULL_RSI_high"": 80, ""BULL_RSI_low"": 50, ""IDLE_RSI"": 12, ""IDLE_RSI_high"": 65, ""IDLE_RSI_low"": 39, ""BEAR_RSI"": 15, ""BEAR_RSI_high"": 50, ""BEAR_RSI_low"": 25, ""ROC"": 9, ""ROC_lvl"": 0, ""ADX"": 3, ""ADX_high"": 70, ""ADX_low"": 50, ""thresholds"": { ""low"": 30, ""high"": 70, ""down"": 0.1, ""persistence"": 1 } ",,,,,,,,,,, +BTC,ZEC,binance,NN_ADX_RSI,68%,34.00%,404%,24%,44,78,39,NA,NA,10,73,2,2018-02-28 08:56:26,2017-12-20 00:00:00,2018-02-19 23:58:00," ""SMA_long"": 800, ""SMA_short"": 40, ""interval"": 14, ""SL"": 1, ""BULL_RSI"": 10, ""BULL_RSI_high"": 80, ""BULL_RSI_low"": 50, ""IDLE_RSI"": 12, ""IDLE_RSI_high"": 65, ""IDLE_RSI_low"": 39, ""BEAR_RSI"": 15, ""BEAR_RSI_high"": 50, ""BEAR_RSI_low"": 25, ""ROC"": 9, ""ROC_lvl"": 0, ""ADX"": 3, ""ADX_high"": 70, ""ADX_low"": 50, ""thresholds"": { ""low"": 30, ""high"": 70, ""down"": 0.1, ""persistence"": 1 } ",,,,,,,,,,, +BNB,OST,binance,NN_ADX_RSI,681%,340.50%,4013%,-57%,738,61,30.5,NA,NA,10,73,2,2018-02-28 12:33:12,2017-12-20 00:00:00,2018-02-19 23:53:00," ""SMA_long"": 800, 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+BTC,DGB,poloniex,RSI_BULL_BEAR,43%,21.50%,257%,72%,-29,53,26.5,NA,NA,10,73,2,2018-02-27 00:04:39,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,GAME,poloniex,RSI_BULL_BEAR,46%,23.00%,274%,53%,-7,69,34.5,NA,NA,10,73,2,2018-02-27 01:13:18,2017-12-20 00:00:00,2018-02-19 23:57:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,DGB,poloniex,RSI_BULL_BEAR,90%,45.00%,534%,72%,18,110,55,NA,NA,5,144,2,2018-03- 2 08:56:32,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +ETH,ICN,kraken,RSI_BULL_BEAR,-13%,-6.50%,-77%,-26%,13,79,39.5,NA,NA,10,73,2,2018-02-27 00:45:18,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +EUR,XMR,kraken,RSI_BULL_BEAR,-18%,-9.00%,-107%,-18%,0,76,38,NA,NA,10,73,2,2018-02-27 01:00:20,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +USD,ETP,bitfinex,RSI_BULL_BEAR,19%,9.50%,117%,-50%,69,67,33.5,NA,NA,10,73,2,2018-02-26 23:51:02,2017-12-19 22:55:00,2018-02-19 23:43:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +USD,ETP,bitfinex,RSI_BULL_BEAR,49%,24.50%,291%,-50%,99,187,93.5,NA,NA,5,144,2,2018-03- 2 06:48:37,2017-12-19 22:55:00,2018-02-19 23:43:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, 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23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,ETC,binance,RSI_BULL_BEAR,-27%,-13.50%,-162%,59%,-86,71,35.5,NA,NA,10,73,2,2018-02-27 00:19:03,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BNB,GTO,binance,RSI_BULL_BEAR,-27%,-13.50%,-160%,-17%,-10,45,22.5,NA,NA,10,73,2,2018-02-27 01:12:20,2017-12-20 00:01:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BNB,OST,binance,RSI_BULL_BEAR,-39%,-19.50%,-233%,-57%,18,31,15.5,NA,NA,10,73,2,2018-02-27 01:25:29,2017-12-20 00:00:00,2018-02-19 23:53:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +ETH,EOS,binance,RSI_BULL_BEAR,-49%,-24.50%,-294%,-29%,-20,80,40,NA,NA,10,73,2,2018-02-27 00:18:46,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +USDT,NEO,binance,RSI_BULL_BEAR,102%,51.00%,602%,96%,6,101,50.5,NA,NA,10,73,2,2018-02-27 00:19:08,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,ADA,binance,RSI_BULL_BEAR,112%,56.00%,661%,11%,101,86,43,NA,NA,10,73,2,2018-02-27 00:59:21,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,ICX,binance,RSI_BULL_BEAR,199%,99.50%,1177%,243%,-44,80,40,NA,NA,10,73,2,2018-02-27 00:45:49,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BNB,XLM,binance,RSI_BULL_BEAR,23%,11.50%,135%,-8%,31,38,19,NA,NA,10,73,2,2018-02-27 01:13:22,2017-12-20 00:02:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +USDT,LTC,binance,RSI_BULL_BEAR,3%,1.50%,20%,-34%,37,73,36.5,NA,NA,10,73,2,2018-02-27 00:31:59,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,VEN,binance,RSI_BULL_BEAR,325%,162.50%,1920%,619%,-294,89,44.5,NA,NA,10,73,2,2018-02-27 01:00:34,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,OMG,binance,RSI_BULL_BEAR,37%,18.50%,220%,50%,-13,96,48,NA,NA,10,73,2,2018-02-27 00:32:24,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BNB,ADX,binance,RSI_BULL_BEAR,40%,20.00%,235%,-46%,86,60,30,NA,NA,10,73,2,2018-02-27 01:24:42,2017-12-20 00:03:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,ZEC,binance,RSI_BULL_BEAR,42%,21.00%,248%,24%,18,73,36.5,NA,NA,10,73,2,2018-02-27 00:46:27,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,BNB,binance,RSI_BULL_BEAR,543%,271.50%,3199%,200%,343,78,39,NA,NA,10,73,2,2018-02-27 00:05:06,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,BNB,binance,RSI_BULL_BEAR,587%,293.50%,3460%,200%,387,172,86,NA,NA,5,144,2,2018-03- 2 13:13:36,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,XRP,binance,RSI_BULL_BEAR,72%,36.00%,427%,133%,-61,83,41.5,NA,NA,10,73,2,2018-02-27 00:04:29,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,XRP,binance,RSI_BULL_BEAR,8%,4.00%,48%,133%,-125,172,86,NA,NA,5,144,2,2018-03- 2 08:08:55,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20 ",,,,,,,,,,, +BTC,DGB,poloniex,RSI_BULL_BEAR_ADX,103%,51.50%,611%,72%,31,88,44,NA,NA,5,144,2,2018-03- 2 09:00:02,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,GAME,poloniex,RSI_BULL_BEAR_ADX,15%,7.50%,89%,53%,-38,47,23.5,NA,NA,10,73,2,2018-02-27 01:11:21,2017-12-20 00:00:00,2018-02-19 23:57:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,DGB,poloniex,RSI_BULL_BEAR_ADX,31%,15.50%,185%,72%,-41,49,24.5,NA,NA,10,73,2,2018-02-27 00:02:32,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +EUR,XMR,kraken,RSI_BULL_BEAR_ADX,-12%,-6.00%,-72%,-18%,6,64,32,NA,NA,10,73,2,2018-02-27 00:58:10,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +ETH,ICN,kraken,RSI_BULL_BEAR_ADX,-15%,-7.50%,-93%,-26%,11,71,35.5,NA,NA,10,73,2,2018-02-27 00:43:07,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USD,ETP,bitfinex,RSI_BULL_BEAR_ADX,24%,12.00%,142%,-50%,74,53,26.5,NA,NA,10,73,2,2018-02-26 23:48:55,2017-12-19 22:55:00,2018-02-19 23:43:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USD,DAT,bitfinex,RSI_BULL_BEAR_ADX,30%,15.00%,179%,-50%,80,45,22.5,NA,NA,10,73,2,2018-02-26 23:49:11,2017-12-19 23:17:00,2018-02-19 23:56:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USD,RRT,bitfinex,RSI_BULL_BEAR_ADX,430%,215.00%,2531%,-69%,499,332,166,NA,NA,5,144,2,2018-03- 2 12:54:58,2017-12-19 19:20:00,2018-02-19 23:24:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USD,RRT,bitfinex,RSI_BULL_BEAR_ADX,49%,24.50%,291%,-69%,118,117,58.5,NA,NA,10,73,2,2018-02-26 23:48:59,2017-12-19 19:20:00,2018-02-19 23:24:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USD,ETP,bitfinex,RSI_BULL_BEAR_ADX,55%,27.50%,328%,-50%,105,165,82.5,NA,NA,5,144,2,2018-03- 2 06:52:22,2017-12-19 22:55:00,2018-02-19 23:43:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USDT,BTC,binance,RSI_BULL_BEAR_ADX,-10%,-5.00%,-61%,-35%,25,45,22.5,NA,NA,10,73,2,2018-02-27 00:30:38,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,ETC,binance,RSI_BULL_BEAR_ADX,-20%,-10.00%,-120%,59%,-79,57,28.5,NA,NA,10,73,2,2018-02-27 00:16:52,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +ETH,EOS,binance,RSI_BULL_BEAR_ADX,-49%,-24.50%,-291%,-29%,-20,72,36,NA,NA,10,73,2,2018-02-27 00:16:38,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BNB,OST,binance,RSI_BULL_BEAR_ADX,-49%,-24.50%,-292%,-57%,8,27,13.5,NA,NA,10,73,2,2018-02-27 01:23:36,2017-12-20 00:00:00,2018-02-19 23:53:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BNB,GTO,binance,RSI_BULL_BEAR_ADX,-51%,-25.50%,-301%,-17%,-34,35,17.5,NA,NA,10,73,2,2018-02-27 01:10:20,2017-12-20 00:01:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,ADA,binance,RSI_BULL_BEAR_ADX,125%,62.50%,741%,11%,114,70,35,NA,NA,10,73,2,2018-02-27 00:57:17,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,XRP,binance,RSI_BULL_BEAR_ADX,132%,66.00%,778%,133%,-1,69,34.5,NA,NA,10,73,2,2018-02-27 00:02:20,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,ICX,binance,RSI_BULL_BEAR_ADX,192%,96.00%,1132%,243%,-51,66,33,NA,NA,10,73,2,2018-02-27 00:43:39,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USDT,LTC,binance,RSI_BULL_BEAR_ADX,24%,12.00%,143%,-34%,58,63,31.5,NA,NA,10,73,2,2018-02-27 00:29:55,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,VEN,binance,RSI_BULL_BEAR_ADX,299%,149.50%,1765%,619%,-320,67,33.5,NA,NA,10,73,2,2018-02-27 00:58:23,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BNB,ADX,binance,RSI_BULL_BEAR_ADX,35%,17.50%,208%,-46%,81,43,21.5,NA,NA,10,73,2,2018-02-27 01:22:49,2017-12-20 00:03:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,OMG,binance,RSI_BULL_BEAR_ADX,38%,19.00%,227%,50%,-12,72,36,NA,NA,10,73,2,2018-02-27 00:30:16,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,ZEC,binance,RSI_BULL_BEAR_ADX,39%,19.50%,235%,24%,15,44,22,NA,NA,10,73,2,2018-02-27 00:44:12,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,XRP,binance,RSI_BULL_BEAR_ADX,47%,23.50%,280%,133%,-86,142,71,NA,NA,5,144,2,2018-03- 2 08:12:38,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,BNB,binance,RSI_BULL_BEAR_ADX,486%,243.00%,2868%,200%,286,58,29,NA,NA,10,73,2,2018-02-27 00:02:58,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,BNB,binance,RSI_BULL_BEAR_ADX,509%,254.50%,3000%,200%,309,134,67,NA,NA,5,144,2,2018-03- 2 13:15:41,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BNB,XLM,binance,RSI_BULL_BEAR_ADX,52%,26.00%,311%,-8%,60,36,18,NA,NA,10,73,2,2018-02-27 01:11:25,2017-12-20 00:02:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +USDT,NEO,binance,RSI_BULL_BEAR_ADX,98%,49.00%,578%,96%,2,65,32.5,NA,NA,10,73,2,2018-02-27 00:16:57,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50 ",,,,,,,,,,, +BTC,DGB,poloniex,RSI_BULL_BEAR_ADX_PINGPONG,-14%,-7.00%,-84%,72%,-86,228,114,NA,NA,10,73,2,2018-02-27 00:03:47,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,GAME,poloniex,RSI_BULL_BEAR_ADX_PINGPONG,-23%,-11.50%,-137%,53%,-76,245,122.5,NA,NA,10,73,2,2018-02-27 01:12:30,2017-12-20 00:00:00,2018-02-19 23:57:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,DGB,poloniex,RSI_BULL_BEAR_ADX_PINGPONG,4%,2.00%,24%,72%,-68,354,177,NA,NA,5,144,2,2018-03- 2 09:03:54,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +ETH,ICN,kraken,RSI_BULL_BEAR_ADX_PINGPONG,-34%,-17.00%,-200%,-26%,-8,183,91.5,NA,NA,10,73,2,2018-02-27 00:44:29,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +EUR,XMR,kraken,RSI_BULL_BEAR_ADX_PINGPONG,-38%,-19.00%,-225%,-18%,-20,235,117.5,NA,NA,10,73,2,2018-02-27 00:59:24,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USD,ETP,bitfinex,RSI_BULL_BEAR_ADX_PINGPONG,-14%,-7.00%,-84%,-50%,36,241,120.5,NA,NA,10,73,2,2018-02-26 23:50:08,2017-12-19 22:55:00,2018-02-19 23:43:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USD,ETP,bitfinex,RSI_BULL_BEAR_ADX_PINGPONG,-15%,-7.50%,-91%,-50%,35,399,199.5,NA,NA,5,144,2,2018-03- 2 06:56:13,2017-12-19 22:55:00,2018-02-19 23:43:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USD,DAT,bitfinex,RSI_BULL_BEAR_ADX_PINGPONG,-43%,-21.50%,-254%,-50%,7,231,115.5,NA,NA,10,73,2,2018-02-26 23:50:23,2017-12-19 23:17:00,2018-02-19 23:56:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USD,RRT,bitfinex,RSI_BULL_BEAR_ADX_PINGPONG,363%,181.50%,2134%,-69%,432,460,230,NA,NA,5,144,2,2018-03- 2 12:57:24,2017-12-19 19:20:00,2018-02-19 23:24:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USD,RRT,bitfinex,RSI_BULL_BEAR_ADX_PINGPONG,81%,40.50%,481%,-69%,150,239,119.5,NA,NA,10,73,2,2018-02-26 23:50:11,2017-12-19 19:20:00,2018-02-19 23:24:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BNB,ADX,binance,RSI_BULL_BEAR_ADX_PINGPONG,-20%,-10.00%,-119%,-46%,26,247,123.5,NA,NA,10,73,2,2018-02-27 01:23:57,2017-12-20 00:03:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,XRP,binance,RSI_BULL_BEAR_ADX_PINGPONG,-22%,-11.00%,-131%,133%,-155,374,187,NA,NA,5,144,2,2018-03- 2 08:16:13,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USDT,BTC,binance,RSI_BULL_BEAR_ADX_PINGPONG,-27%,-13.50%,-161%,-35%,8,167,83.5,NA,NA,10,73,2,2018-02-27 00:31:53,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,ETC,binance,RSI_BULL_BEAR_ADX_PINGPONG,-40%,-20.00%,-236%,59%,-99,181,90.5,NA,NA,10,73,2,2018-02-27 00:18:03,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BNB,OST,binance,RSI_BULL_BEAR_ADX_PINGPONG,-46%,-23.00%,-272%,-57%,11,223,111.5,NA,NA,10,73,2,2018-02-27 01:24:44,2017-12-20 00:00:00,2018-02-19 23:53:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +ETH,EOS,binance,RSI_BULL_BEAR_ADX_PINGPONG,-61%,-30.50%,-361%,-29%,-32,144,72,NA,NA,10,73,2,2018-02-27 00:17:50,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BNB,GTO,binance,RSI_BULL_BEAR_ADX_PINGPONG,-67%,-33.50%,-399%,-17%,-50,239,119.5,NA,NA,10,73,2,2018-02-27 01:11:31,2017-12-20 00:01:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,OMG,binance,RSI_BULL_BEAR_ADX_PINGPONG,-7%,-3.50%,-41%,50%,-57,252,126,NA,NA,10,73,2,2018-02-27 00:31:31,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,XRP,binance,RSI_BULL_BEAR_ADX_PINGPONG,0%,0.00%,0%,133%,-133,241,120.5,NA,NA,10,73,2,2018-02-27 00:03:36,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BNB,XLM,binance,RSI_BULL_BEAR_ADX_PINGPONG,113%,56.50%,668%,-8%,121,268,134,NA,NA,10,73,2,2018-02-27 01:12:34,2017-12-20 00:02:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,ZEC,binance,RSI_BULL_BEAR_ADX_PINGPONG,13%,6.50%,79%,24%,-11,186,93,NA,NA,10,73,2,2018-02-27 00:45:33,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USDT,LTC,binance,RSI_BULL_BEAR_ADX_PINGPONG,17%,8.50%,103%,-34%,51,205,102.5,NA,NA,10,73,2,2018-02-27 00:31:07,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,ADA,binance,RSI_BULL_BEAR_ADX_PINGPONG,19%,9.50%,115%,11%,8,222,111,NA,NA,10,73,2,2018-02-27 00:58:30,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,BNB,binance,RSI_BULL_BEAR_ADX_PINGPONG,223%,111.50%,1316%,200%,23,428,214,NA,NA,5,144,2,2018-03- 2 13:18:06,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,BNB,binance,RSI_BULL_BEAR_ADX_PINGPONG,248%,124.00%,1461%,200%,48,306,153,NA,NA,10,73,2,2018-02-27 00:04:13,2017-12-20 00:00:00,2018-02-19 23:59:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +USDT,NEO,binance,RSI_BULL_BEAR_ADX_PINGPONG,4%,2.00%,25%,96%,-92,403,201.5,NA,NA,10,73,2,2018-02-27 00:18:09,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, BEAR_RSI_high: 50, BEAR_RSI_low: 20, BULL_MOD_high: 5, BULL_MOD_low: -5, BEAR_MOD_high: 15, BEAR_MOD_low: -5, ADX: 3, ADX_high: 70, ADX_low: 50, PINGPONG_GAINS_PERCENTAGE: 2 ",,,,,,,,,,, +BTC,ICX,binance,RSI_BULL_BEAR_ADX_PINGPONG,81%,40.50%,479%,243%,-162,376,188,NA,NA,10,73,2,2018-02-27 00:45:01,2017-12-20 00:00:00,2018-02-19 23:58:00," SMA_long: 1000, SMA_short: 50, BULL_RSI: 10, BULL_RSI_high: 80, BULL_RSI_low: 60, BEAR_RSI: 15, 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23:53:40,2017-12-19 19:20:00,2018-02-19 23:24:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +USD,DAT,bitfinex,x2_rsi,-19%,-9.50%,-112%,-50%,31,32,16,NA,NA,10,73,2,2018-02-26 23:53:51,2017-12-19 23:17:00,2018-02-19 23:56:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +USD,ETP,bitfinex,x2_rsi,-60%,-30.00%,-357%,-50%,-10,22,11,NA,NA,10,73,2,2018-02-26 23:53:47,2017-12-19 22:55:00,2018-02-19 23:43:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +USD,ETP,bitfinex,x2_rsi,-60%,-30.00%,-354%,-50%,-10,69,34.5,NA,NA,5,144,2,2018-03- 2 12:14:40,2017-12-19 22:55:00,2018-02-19 23:43:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +USD,RRT,bitfinex,x2_rsi,354%,177.00%,2085%,-69%,423,178,89,NA,NA,5,144,2,2018-03- 2 16:23:34,2017-12-19 19:20:00,2018-02-19 23:24:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,ADA,binance,x2_rsi,-14%,-7.00%,-87%,11%,-25,35,17.5,NA,NA,10,73,2,2018-02-27 01:01:58,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,XRP,binance,x2_rsi,-20%,-10.00%,-123%,133%,-153,36,18,NA,NA,10,73,2,2018-02-27 00:07:19,2017-12-20 00:00:00,2018-02-19 23:59:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BNB,OST,binance,x2_rsi,-23%,-11.50%,-136%,-57%,34,7,3.5,NA,NA,10,73,2,2018-02-27 01:27:59,2017-12-20 00:00:00,2018-02-19 23:53:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,ZEC,binance,x2_rsi,-3%,-1.50%,-19%,24%,-27,22,11,NA,NA,10,73,2,2018-02-27 00:49:23,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, 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00:21:39,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,ICX,binance,x2_rsi,0%,0.00%,2%,243%,-243,26,13,NA,NA,10,73,2,2018-02-27 00:48:40,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,BNB,binance,x2_rsi,1%,0.50%,9%,200%,-199,53,26.5,NA,NA,5,144,2,2018-03- 2 16:58:24,2017-12-20 00:00:00,2018-02-19 23:59:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BNB,ADX,binance,x2_rsi,10%,5.00%,61%,-46%,56,13,6.5,NA,NA,10,73,2,2018-02-27 01:26:59,2017-12-20 00:03:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BNB,GTO,binance,x2_rsi,126%,63.00%,747%,-17%,143,17,8.5,NA,NA,10,73,2,2018-02-27 01:14:45,2017-12-20 00:01:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,VEN,binance,x2_rsi,138%,69.00%,816%,619%,-481,32,16,NA,NA,10,73,2,2018-02-27 01:03:11,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BTC,OMG,binance,x2_rsi,29%,14.50%,171%,50%,-21,35,17.5,NA,NA,10,73,2,2018-02-27 00:34:51,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +BNB,XLM,binance,x2_rsi,36%,18.00%,215%,-8%,44,12,6,NA,NA,10,73,2,2018-02-27 01:15:52,2017-12-20 00:02:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, +USDT,NEO,binance,x2_rsi,68%,34.00%,403%,96%,-28,31,15.5,NA,NA,10,73,2,2018-02-27 00:21:44,2017-12-20 00:00:00,2018-02-19 23:58:00," ""interval"": 14, ""thresholds"": { ""low"": 30, ""high"": 70, ""persistence"": 1 } ",,,,,,,,,,, diff --git a/bryanbeck/README.MD b/bryanbeck/README.MD new file mode 100644 index 0000000..2de7040 --- /dev/null +++ b/bryanbeck/README.MD @@ -0,0 +1 @@ +source: https://github.com/bryanbeck?tab=repositories \ No newline at end of file diff --git a/bryanbeck/bryanbeck.js b/bryanbeck/bryanbeck.js new file mode 100644 index 0000000..1cb851b --- /dev/null +++ b/bryanbeck/bryanbeck.js @@ -0,0 +1,689 @@ +var log = require('../core/log'); +var config = require('../core/util.js').getConfig(); +var watchConfig = config.watch; +var settings = config.custom; +var async = require('async'); +var modeset = require('../core/util.js').gekkoMode(); + +//Defining a custom strategy. +var strat = {}; + +//Prepare variables needed for strategy. +strat.init = function() { + this.requiredHistory = 0; + ////Calculations and Indicators + var nextActionBuy = 'yes'; // Options: 1 = yes, 0 = no. Next action is to buy. + var nextActionSell = 'no'; // Options: 1 = yes, 0 = no. Next action is to sell. + var counter = 0; + var priceCounter = 0; + var changeinPriceAmt = 0; + var changeinPricePer = 0; + var prevTradeVol = 0; + var prevHighPrice = 0; + var prevLowPrice = 0; + var changeinTradeVolAmt = 0; + var changeinTradeVolPer = 0; + this.addIndicator('changeinPriceAmt', 'MACD', this.settings); + this.addIndicator('changeinPricePer', 'MACD', this.settings); + this.addIndicator('changeinTradeVolAmt', 'MACD', this.settings); + this.addIndicator('changeinTradeVolPer', 'MACD', this.settings); + var previousAction = 'sell'; //Options: 'sell' or 'buy'. Last completed trade type. See this page https://github.com/askmike/gekko/issues/844 + var adviceGiven = 'no'; // Whether trade advice has been given. + var buyPricePersistence = 0; // How long the price trend for buying has continued in terms of candles. + var sellPricePersistence = 0; // How long the price trend for selling has continued in terms of candles. + var buyVolPersistence = 0; // How long the volume trend for buying has continued in terms of candles. + var sellVolPersistence = 0; // How long the trend volume trend for selling has continued in terms of candles. + var prevVoltoPrint = 0; // Variable used for printing purposes only. + var prevHighPricetoPrint = 0; // Variable used for printing purposes only. + var prevLowPricetoPrint = 0; //Variable used for printing purposes only. + var buyPrice = 0; //Price at which last buy was made. + + + ////User Selections + var buyImmediately = 'no'; //Options: 'yes' or 'no'. Make an initial buy as soon as trade bot starts, no matter what. + //Options: 'price', 'thresholds', 'volume', or 'price&volume'. Factor being assessed when deciding to trade. + var tradeFactors = 'price'; + //Options: 'decrease' or 'increase'. Buy if there's been a decrease (or, if specified, increase) in factor selected. + var buyIfPrice = 'decrease'; + //Options: 'decrease' or 'increase'. Sell if there's been a decrease (or, if specified, increase) in factor selected. + var sellIfPrice = 'increase'; + //Options: 'decrease' or 'increase'. Buy if there's been a decrease (or, if specified, increase) in factor selected. + var buyIfVol = 'decrease'; + //Options: 'decrease' or 'increase'. Sell if there's been a decrease (or, if specified, increase) in factor selected. + var sellIfVol = 'increase'; + var changeType = '#'; //Options are '#' or '%' where # is amount (in dollars when dealing with price). + var priceDecreaseAmt = 0.00001; //Amount ($) by which user wants price to decrease before taking action. + var priceIncreaseAmt = 0.00001; // Amount ($) by which user wants price to increase before taking action. + var priceDecreasePer = 0.000001; // % by which user wants price to decrease before taking action. + var priceIncreasePer = 0.000001; // % by which user wants price to increase before taking action. + var tradeVolDecreaseAmt = 0.00001; //Amount by which user wants trade volume to decrease before taking action. + var tradeVolIncreaseAmt = 0.00001; // Amount by which user wants trade volume to increase before taking action. + var tradeVolDecreasePer = 0.000001; // % by which user wants trade volume to decrease before taking action. + var tradeVolIncreasePer = 0.000001; // % by which user wants trade volume to increase before taking action. + var buyPriceThreshold = 5650; // Price at or below which user wants to buy. + var sellPriceThreshold = 5660; // Price at or above which user wants to sell. + var buyPricePersistenceThreshold = 3; //How many candles for which trend must hold before buy is completed (min 1). + var sellPricePersistenceThreshold = 2; //How many candles for which trend must hold before sell is completed (min 1). + var buyVolPersistenceThreshold = 3; //How many candles for which trend must hold before buy is completed (min 1). + var sellVolPersistenceThreshold = 2; //How many candles for which trend must hold before sell is completed (min 1). + var priceProtection = 'disabled'; //Options are 'enabled' or 'disabled'. Ensures that sell price is higher than buy price if enabled. + var priceType = 'open/close'; //Options are 'open/close' for candle open and close prices or 'high' for candle high prices, or 'low' for candle low prices. This will determine which prices are used in the calculations for amount and percent change. + +} //end init + +//Determine if a purchase should be made. +strat.assessBuy = function assessBuy(candle){ + //Check if next action is buy or sell. + if(this.settings.nextActionBuy == 'no'){ + log.debug('Can\'t Buy, Must Sell First.'); + } + //Next action is to buy. + if(this.settings.nextActionBuy == 'yes'){ + if(this.settings.tradeFactors == 'price&volume'){ + //Do nothing. Decision made at end of check function. + } + //Buy. + else{ + this.adviseBuy(this.candle); + } + } +}//end assessBuy + +//Determine if a sale should be made. +strat.assessSell = function assessSell(candle){ + //Check if next action is buy or sell. + if(this.settings.nextActionSell == 'no'){ + log.debug('Can\'t Sell, Must Buy First.'); + } + //Next action is to sell. + if(this.settings.nextActionSell == 'yes'){ + if(this.settings.tradeFactors == 'price&volume'){ + //Do nothing. Decision made at end of check function. + } + //Sell + else{ + this.adviseSell(this.candle); + } + } +} + +//Buy +strat.adviseBuy = function adviseBuy(candle){ + this.advice('long'); + //Ensure that advice will not be given twice in same candle. + this.settings.adviceGiven = 'yes'; + log.debug('******TRADE Buying at: ', this.candle.close); + //Set previousAction buy. + this.previousAction = 'buy'; + //Have to reset this because can't keep buying after you've used all your money to buy. Next action should be to sell. + this.settings.nextActionSell = 'yes'; + this.settings.nextActionBuy = 'no'; + //Reset buyPricePersistence. + this.buyPricePersistence = 0; + //Record the purchase price. + this.buyPrice = this.candle.close; +} + +//Sell +strat.adviseSell = function adviseSell(candle){ + //Check if priceProtection is enabled. If yes, can't sell until price is greater than purchase price. + if(this.settings.priceProtection == 'enabled'){ + log.debug('Price Protection Enabled. Won\'t Sell Until Price is at Least: ', this.buyPrice); + if(this.candle.close > this.buyPrice){ + this.advice('short'); + //Ensure that advice will not be given twice in same candle. + this.settings.adviceGiven = 'yes'; + log.debug('******TRADE Selling at: ', this.candle.close); + //Set previousAction to sell. + this.previousAction = 'sell'; + //Have to reset this because can't keep selling after you've sold everything. Next action should be to buy. + this.settings.nextActionBuy = 'yes'; + this.settings.nextActionSell= 'no'; + //Reset sellPricePersistence. + this.sellPricePersistence = 0; + } + } + //priceProtection not enabled, so can sell at any price, even if it is lower than purchase price. + else if(this.settings.priceProtection == 'disabled'){ + this.advice('short'); + //Ensure that advice will not be given twice in same candle. + this.settings.adviceGiven = 'yes'; + log.debug('******TRADE Selling at: ', this.candle.close); + //Set previousAction to sell. + this.previousAction = 'sell'; + //Have to reset this because can't keep selling after you've sold everything. Next action should be buy. + this.settings.nextActionBuy = 'yes'; + this.settings.nextActionSell= 'no'; + //Reset sellPricePersistence. + this.sellPricePersistence = 0; + log.debug('Next action is to sell: ', this.settings.nextActionSell, ' Next action is to buy: ', this.settings.nextActionBuy, ' Advice given: ', this.settings.adviceGiven); + } +} + +//Calculations made for each candle. +strat.update = function(candle) { + //Reset adviceGiven to 'no' so advice can be given for this candle. + this.settings.adviceGiven = 'no'; + //Calculate changes in price based on a candle's open and close prices. + if(this.settings.priceType == 'open/close'){ + //Compute change in price as an amount. + this.settings.changeinPriceAmt = (candle.close - candle.open); + //Compute change in price as a percentage. + this.settings.changeinPricePer = ((candle.close - candle.open)/candle.open) * 100; + } + //Calculate changes in price based on last candle's high price and this candle's high price. + else if(this.settings.priceType == 'high'){ + if(this.priceCounter){ + //Compute change in price as an amount. + this.settings.changeinPriceAmt = (candle.high - this.prevHighPrice); + //Compute change in price as a percentage. + this.settings.changeinPricePer = ((candle.high - this.prevHighPrice) / this.prevHighPrice) * 100; + this.prevHighPrice = candle.high; + } + //This is the first time through/first candle, so there is no previous candle to use for calculations. Set previous candle high price = current candle high price. Increment counter so next time/candle, if(this.priceCounter) will be true. + else{ + this.prevHighPrice = this.candle.high; + this.priceCounter = 1; + } + } + //Calculate changes in price based on last candle's low price and this candle's low price. + else if(this.settings.priceType == 'low'){ + if(this.priceCounter){ + //Compute change in price as an amount. + this.settings.changeinPriceAmt = (candle.low - this.prevLowPrice); + //Compute change in price as a percentage. + this.settings.changeinPricePer = ((candle.low - this.prevLowPrice) / this.prevLowPrice) * 100; + this.prevLowPrice = candle.low; + } + //This is the first time through/first candle, so there is no previous candle to use for calculations. Set previous candle low price = current candle low price. Increment counter so next time/candle, if(this.priceCounter) will be true. + else{ + this.prevLowPrice = candle.low; + this.priceCounter = 1; + } + } + + //Trade Volume + //Calculate changes in trade volume based on last candle's trade volume. + if(this.counter){ + //Compute change in trade volume as an amount. + this.settings.changeinTradeVolAmt = this.candle.volume - this.settings.prevTradeVol; + //Compute change in trade volume as a percentage. + this.settings.changeinTradeVolPer = ((this.candle.volume - this.settings.prevTradeVol)/this.settings.prevTradeVol) * 100; + this.settings.prevVoltoPrint = this.settings.prevTradeVol; + this.settings.prevTradeVol = this.candle.volume; + } + //This is the first time through/first candle, so there is no previous candle to use for calculations. Set previous trade volume = current candle trade volume. Increment counter so next time, if(this.counter) will be true. + else{ + this.settings.prevTradeVol = this.candle.volume; + this.settings.prevVoltoPrint = this.settings.prevTradeVol; + this.counter = 1; + } + +} // end update + +// For debugging purposes and record keeping. Logs can be found in the logs folder. Select the paperTrader log with the timestamp equal to your paperTrader start time. +strat.log = function() { + if(modeset !== 'backtest'){ + log.debug('--------CANDLE--------'); + log.debug('Next action is to sell: ', this.settings.nextActionSell, ' Next action is to buy: ', this.settings.nextActionBuy, ' Advice given: ', this.settings.adviceGiven); + log.debug('------Price Information------'); + log.debug('Open: ', this.candle.open, ' Close: ', this.candle.close, ' High: ', this.candle.high, ' Low: ', this.candle.low); + log.debug('Change in Price: $', this.settings.changeinPriceAmt.toFixed(8), ' (',this.settings.changeinPricePer.toFixed(8),'%)'); + log.debug('------Trade Volume Information------'); + log.debug('This Candle\'s Trade Volume: ', this.candle.volume.toFixed(8), ' Previous Trade Volume: ', this.settings.prevVoltoPrint.toFixed(8)); + log.debug('Change in Trade Volume: ', this.settings.changeinTradeVolAmt.toFixed(8), ' (', this.settings.changeinTradeVolPer.toFixed(8), '%)' ); + } + +} // end log + +// Based on the newly calculated information, check if we should make a purchase or sale. +strat.check = function(candle) { + //User wants to buy immediately, even if the first candle doesn't meet the qualifications, so make a purchase. + if(this.settings.buyImmediately == 'yes'){ + log.debug('BuyImmediately enabled. Completing initial buy.'); + this.adviseBuy(this.candle); + //Turn off buyImmediately so it is not repeated on next candle. + this.settings.buyImmediately = 'no'; + } + //User selected change in price or price&volume as trade factor(s). + if((this.settings.tradeFactors == 'price') || (this.settings.tradeFactors == 'price&volume')){ + //User is looking at $ changes (as opposed to %). + if(this.settings.changeType == '#'){ + //User wants to buy when there's been a decrease in price in terms of $. + if (this.settings.buyIfPrice == 'decrease'){ + //The decrease in price is at least how much the user specified (priceDecreaseAmt). + if(this.settings.changeinPriceAmt <= (this.settings.thresholds.priceDecreaseAmt * -1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyPricePersistence){ + this.buyPricePersistence = this.buyPricePersistence +1; + } + else{ + this.buyPricePersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Price: Actual Buy Persistence: ', this.buyPricePersistence, ' Persistence Threshold: ', this.settings.buyPricePersistenceThreshold); + //User selected to buy when the price decreased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyPricePersistence >= this.settings.buyPricePersistenceThreshold)){ + //Determine whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyPricePersistence = 0; + } + } // end buyIfPrice = decrease + + //User wants to sell when there's been a decrease in price in terms of $. + if (this.settings.sellIfPrice == 'decrease'){ + //The decrease in price is at least how much the user specified (priceDecreaseAmt). + if(this.settings.changeinPriceAmt <= (this.settings.thresholds.priceDecreaseAmt * -1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellPricePersistence){ + this.sellPricePersistence = this.sellPricePersistence +1; + } + else{ + this.sellPricePersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Price: Actual Sell Persistence: ', this.sellPricePersistence, ' Persistence Threshold: ', this.settings.sellPricePersistenceThreshold); + //User selected to sell when the price decreased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.sellPricePersistence >= this.settings.sellPricePersistenceThreshold) ){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellPricePersistence = 0; + } + } // end sellIfPrice = decrease + //User wants to buy when there's been an increase in price in terms of $. + if (this.settings.buyIfPrice == 'increase'){ + //The increase in price is at least how much the user specified (priceIncreaseAmt). + if(this.settings.changeinPriceAmt >= (this.settings.thresholds.priceIncreaseAmt)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyPricePersistence){ + this.buyPricePersistence = this.buyPricePersistence +1; + } + else{ + this.buyPricePersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Price: Actual Buy Persistence: ', this.buyPricePersistence, ' Persistence Threshold: ', this.settings.buyPricePersistenceThreshold); + //User selected to buy when the price increased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyPricePersistence >= this.settings.buyPricePersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyPricePersistence = 0; + } + }//end if buyIfPrice = increase + //User wants to sell when there's been an increase in price in terms of $. + if (this.settings.sellIfPrice == 'increase'){ + //The increase in price is at least how much the user specified (priceIncreaseAmt). + if(this.settings.changeinPriceAmt >= (this.settings.thresholds.priceIncreaseAmt)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellPricePersistence){ + this.sellPricePersistence = this.sellPricePersistence +1; + } + else{ + this.sellPricePersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Price: Actual Sell Persistence: ', this.sellPricePersistence, ' Persistence Threshold: ', this.settings.sellPricePersistenceThreshold); + //User selected to sell when the price increased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if( (this.settings.adviceGiven == 'no') && (this.sellPricePersistence >= this.settings.sellPricePersistenceThreshold)){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellPricePersistence = 0; + } + }//end if sellIfPrice = increase + }//end changeType = # + + //User is looking at % changes (as opposed to $). + else if(this.settings.changeType == '%'){ + //User wants to buy when there's been a decrease in price in terms of %. + if (this.settings.buyIfPrice == 'decrease'){ + //The % decrease in price is at least how much the user specified (priceDecreasePer). + if(this.settings.changeinPricePer <= (this.settings.thresholds.priceDecreasePer *-1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyPricePersistence){ + this.buyPricePersistence = this.buyPricePersistence +1; + } + else{ + this.buyPricePersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Price: Actual Buy Persistence: ', this.buyPricePersistence, ' Persistence Threshold: ', this.settings.buyPricePersistenceThreshold); + //User selected to buy when the price decreased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyPricePersistence >= this.settings.buyPricePersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyPricePersistence = 0; + } + } // end buyIfPrice = decrease + + //User wants to sell when there's been a decrease in price in terms of %. + if (this.settings.sellIfPrice == 'decrease'){ + //The % decrease in price is at least how much the user specified (priceDecreasePer). + if(this.settings.changeinPricePer <= (this.settings.thresholds.priceDecreasePer *-1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellPricePersistence){ + this.sellPricePersistence = this.sellPricePersistence +1; + } + else{ + this.sellPricePersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Price: Actual Sell Persistence: ', this.sellPricePersistence, ' Persistence Threshold: ', this.settings.sellPricePersistenceThreshold); + //User selected to sell when the price decreased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.sellPricePersistence >= this.settings.sellPricePersistenceThreshold) ){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellPricePersistence = 0; + } + } // end sellIfPrice = decrease + //User wants to buy when there's been an increase in price in terms of %. + if (this.settings.buyIfPrice == 'increase'){ + //The increase in price is at least how much the user specified (priceIncreasePer). + if(this.settings.changeinPricePer >= (this.settings.thresholds.priceIncreasePer)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyPricePersistence){ + this.buyPricePersistence = this.buyPricePersistence +1; + } + else{ + this.buyPricePersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Price: Actual Buy Persistence: ', this.buyPricePersistence, ' Persistence Threshold: ', this.settings.buyPricePersistenceThreshold); + //User selected to buy when the price increased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyPricePersistence >= this.settings.buyPricePersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyPricePersistence = 0; + } + }//end if buyIfPrice = increase + //User wants to sell when there's been an increase in price in terms of %. + if (this.settings.sellIfPrice == 'increase'){ + //The increase in price is at least how much the user specified (priceIncreasePer). + if(this.settings.changeinPricePer >= (this.settings.thresholds.priceIncreasePer)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellPricePersistence){ + this.sellPricePersistence = this.sellPricePersistence +1; + } + else{ + this.sellPricePersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Price: Actual Sell Persistence: ', this.sellPricePersistence, ' Persistence Threshold: ', this.settings.sellPricePersistenceThreshold); + //User selected to sell when the price increased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if( (this.settings.adviceGiven == 'no') && (this.sellPricePersistence >= this.settings.sellPricePersistenceThreshold)){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellPricePersistence = 0; + } + }//end if sellIfPrice = increase + + } // end changeType = % + } //end tradeFactors = price + + //User selected specific price thresholds as the trade factor. + if(this.settings.tradeFactors == 'thresholds'){ + //Candle's close value is less than or equal to user's specified buy threshold, advice has not yet been given, and the next action to complete is a buy, so buy. + if((this.settings.adviceGiven == 'no') && (this.settings.nextActionBuy == 'yes') ){ + if (candle.close <= (this.settings.thresholds.buyPriceThreshold)){ + this.adviseBuy(this.candle); + } + } + //Candle's close value is greater than or equal to user's specified sell threshold, advice has not yet been given, and the next action to complete is a sell, so sell. + else if( (this.settings.adviceGiven == 'no') && (this.settings.nextActionSell == 'yes')){ + if (candle.close >=this.settings.thresholds.sellPriceThreshold){ + this.adviseSell(this.candle); + } + } + }//end tradeFactors = thresholds + + //User selected trade volume or price&volume as trade factor(s). + if((this.settings.tradeFactors == 'volume') || (this.settings.tradeFactors == 'price&volume') ){ + //User is looking at numerical changes (as opposed to %). + if(this.settings.changeType == '#'){ + //User wants to buy when there's been a decrease in trade volume in terms of amount. + if (this.settings.buyIfVol == 'decrease'){ + //The decrease in trade volume is at least how much the user specified (tradeVolDecreaseAmt). + if(this.settings.changeinTradeVolAmt <= (this.settings.thresholds.tradeVolDecreaseAmt * -1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyVolPersistence){ + this.buyVolPersistence = this.buyVolPersistence +1; + } + else{ + this.buyVolPersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Volume: Actual Buy Persistence: ', this.buyVolPersistence, ' Persistence Threshold: ', this.settings.buyVolPersistenceThreshold); + //User selected to buy when the trade volume decreased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyVolPersistence >= this.settings.buyVolPersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyVolPersistence = 0; + } + } // end buyIfVol = decrease + + //User wants to sell when there's been a decrease in trade volume in terms of amount. + if (this.settings.sellIfVol == 'decrease'){ + //The decrease in trade volume is at least how much the user specified (tradeVolDecreaseAmt). + if(this.settings.changeinTradeVolAmt <= (this.settings.thresholds.tradeVolDecreaseAmt * -1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellVolPersistence){ + this.sellVolPersistence = this.sellVolPersistence +1; + } + else{ + this.sellVolPersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Volume: Actual Sell Persistence: ', this.sellVolPersistence, ' Persistence Threshold: ', this.settings.sellVolPersistenceThreshold); + //User selected to sell when the trade volume decreased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.sellVolPersistence >= this.settings.sellVolPersistenceThreshold) ){ + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellVolPersistence = 0; + } + } // end sellIfVol = decrease + //User wants to buy when there's been an increase in trade volume in terms of amount. + if (this.settings.buyIfVol == 'increase'){ + //The increase in trade volume is at least how much the user specified (tradeVolIncreaseAmt). + if(this.settings.changeinTradeVolAmt >= (this.settings.thresholds.tradeVolIncreaseAmt)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyVolPersistence){ + this.buyVolPersistence = this.buyVolPersistence +1; + } + else{ + this.buyVolPersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Volume: Actual Buy Persistence: ', this.buyVolPersistence, ' Persistence Threshold: ', this.settings.buyVolPersistenceThreshold); + //User selected to buy when the trade volume increased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyVolPersistence >= this.settings.buyVolPersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue. so reset the actual persistence value. + else{ + this.buyVolPersistence = 0; + } + }//end if buyIfVol = increase + //User wants to sell when there's been an increase in trade volume in terms of amount. + if (this.settings.sellIfVol == 'increase'){ + //The increase in trade volume is at least how much the user specified (tradeVolIncreaseAmt). + if(this.settings.changeinTradeVolAmt >= (this.settings.thresholds.tradeVolIncreaseAmt)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellVolPersistence){ + this.sellVolPersistence = this.sellVolPersistence +1; + } + else{ + this.sellVolPersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Volume: Actual Sell Persistence: ', this.sellVolPersistence, ' Persistence Threshold: ', this.settings.sellVolPersistenceThreshold); + //User selected to sell when the trade volume increased by at least the specified amount, the trend held, and advice has not yet been given for this candle. + if( (this.settings.adviceGiven == 'no') && (this.sellVolPersistence >= this.settings.sellVolPersistenceThreshold)){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellVolPersistence = 0; + } + }//end if sellIfVol = increase + }//end changeType = # + + //User is looking at % changes (as opposed to amount). + else if(this.settings.changeType == '%'){ + //User wants to buy when there's been a decrease in trade volume in terms of %. + if (this.settings.buyIfVol == 'decrease'){ + //The % decrease in trade volume is at least how much the user specified (tradeVolDecreasePer). + if(this.settings.changeinTradeVolPer <= (this.settings.thresholds.tradeVolDecreasePer *-1)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyVolPersistence){ + this.buyVolPersistence = this.buyVolPersistence +1; + } + else{ + this.buyVolPersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Volume: Actual Buy Persistence: ', this.buyVolPersistence, ' Persistence Threshold: ', this.settings.buyVolPersistenceThreshold); + //User selected to buy when the trade volume decreased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyVolPersistence >= this.settings.buyVolPersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyVolPersistence = 0; + } + } // end buyIfVol = decrease + + //User wants to sell when there's been a decrease in trade volume in terms of %. + if (this.settings.sellIfVol == 'decrease'){ + //The % decrease in trade volume is at least how much the user specified (tradeVolDecreasePer). + if(this.settings.changeinTradeVolPer <= (this.settings.thresholds.tradeVolDecreasePer *-1)){ + //Increment the persistence value as the trend continued for another candle + if(this.sellVolPersistence){ + this.sellVolPersistence = this.sellVolPersistence +1; + } + else{ + this.sellVolPersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Volume: Actual Sell Persistence: ', this.sellVolPersistence, ' Persistence Threshold: ', this.settings.sellVolPersistenceThreshold); + //User selected to sell when the trade volume decreased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.sellVolPersistence >= this.settings.sellVolPersistenceThreshold) ){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellVolPersistence = 0; + } + } // end sellIfVol = decrease + //User wants to buy when there's been an increase in trade volume in terms of %. + if (this.settings.buyIfVol == 'increase'){ + //The increase in trade volume is at least how much the user specified (tradeVolIncreasePer). + if(this.settings.changeinTradeVolPer >= (this.settings.thresholds.tradeVolIncreasePer)){ + //Increment the persistence value as the trend continued for another candle. + if(this.buyVolPersistence){ + this.buyVolPersistence = this.buyVolPersistence +1; + } + else{ + this.buyVolPersistence = 1; + } + //Compare actual buy persistence to buy persistence threshold. + log.debug('Volume: Actual Buy Persistence: ', this.buyVolPersistence, ' Persistence Threshold: ', this.settings.buyVolPersistenceThreshold); + //User selected to buy when the trade volume increased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if((this.settings.adviceGiven == 'no') && (this.buyVolPersistence >= this.settings.buyVolPersistenceThreshold)){ + //Assess whether a purchase should be made, and if so, buy. + this.assessBuy(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.buyVolPersistence = 0; + } + }//end if buyIfVol = increase + //User wants to sell when there's been an increase in trade volume in terms of %. + if (this.settings.sellIfVol == 'increase'){ + //The increase in trade volume is at least how much the user specified (tradeVolIncreasePer). + if(this.settings.changeinTradeVolPer >= (this.settings.thresholds.tradeVolIncreasePer)){ + //Increment the persistence value as the trend continued for another candle. + if(this.sellVolPersistence){ + this.sellVolPersistence = this.sellVolPersistence +1; + } + else{ + this.sellVolPersistence = 1; + } + //Compare actual sell persistence to sell persistence threshold. + log.debug('Volume: Actual Sell Persistence: ', this.sellVolPersistence, ' Persistence Threshold: ', this.settings.sellVolPersistenceThreshold); + //User selected to sell when the trade volume increased by at least the specified %, the trend held, and advice has not yet been given for this candle. + if( (this.settings.adviceGiven == 'no') && (this.sellVolPersistence >= this.settings.sellVolPersistenceThreshold)){ + //Assess whether a sale should be made, and if so, sell. + this.assessSell(this.candle); + } + } + //The trend didn't continue, so reset the actual persistence value. + else{ + this.sellVolPersistence = 0; + } + }//end if sellIfVol = increase + } // end changeType = % + }//end selectedTradeVol + + //User selected to make trade decisions based on changes in both price and volume. Both the price persistence threshold and the volume persistence threshold must be met (indicating the appropriate price and volume trends have occurred), before a buy or sell can be completed. + if(this.settings.tradeFactors == 'price&volume'){ + //Next action is to sell, the sellVolPersistence and sellPricePersistence thresholds have been reached. + if((this.settings.nextActionSell == 'yes') && (this.sellVolPersistence >= this.settings.sellVolPersistenceThreshold) && (this.sellPricePersistence >= this.settings.sellPricePersistenceThreshold)){ + //Make a sale. + this.adviseSell(this.candle); + } + //Next action is to buy, the buyVolPersistence and buyPricePersistence thresholds have been reached. + else if((this.settings.nextActionBuy == 'yes') && (this.buyVolPersistence >= this.settings.buyVolPersistenceThreshold) && (this.buyPricePersistence >= this.settings.buyPricePersistenceThreshold)){ + //Make a purchase. + this.adviseBuy(this.candle); + } + } +}// end check + +module.exports = strat; \ No newline at end of file diff --git a/bryanbeck/bryanbeck.toml b/bryanbeck/bryanbeck.toml new file mode 100644 index 0000000..959de4c --- /dev/null +++ b/bryanbeck/bryanbeck.toml @@ -0,0 +1,28 @@ +buyImmediately = 'no' +tradeFactors = 'price' +priceType = 'open/close' +buyIfPrice = 'decrease' +sellIfPrice = 'increase' +buyIfVol = 'decrease' +sellIfVol = 'increase' +changeType = '#' +buyPricePersistenceThreshold = 3 +sellPricePersistenceThreshold = 2 +buyVolPersistenceThreshold = 3 +sellVolPersistenceThreshold = 2 +priceProtection = 'disabled' +nextActionBuy = 'yes' +nextActionSell = 'no' + + +[thresholds] +priceDecreaseAmt = 0.00001 +priceIncreaseAmt = 0.00002 +priceDecreasePer = 0.000001 +priceIncreasePer = 0.000001 +tradeVolDecreaseAmt = 0.00001 +tradeVolIncreaseAmt = 0.00002 +tradeVolDecreasePer = 0.000001 +tradeVolIncreasePer = 0.000001 +buyPriceThreshold = 5650 +sellPriceThreshold = 5660 \ No newline at end of file diff --git a/custom_CCI/CCI_custom.js b/custom_CCI/CCI_custom.js new file mode 100644 index 0000000..eeb27b0 --- /dev/null +++ b/custom_CCI/CCI_custom.js @@ -0,0 +1,181 @@ +// helpers +var _ = require('lodash'); +var log = require('../core/log.js'); + +// let's create our own method +var method = {}; + +// prepare everything our method needs +method.init = function() { + this.currentTrend; + this.requiredHistory = this.tradingAdvisor.historySize; + + this.age = 0; + this.trend = { + direction: 'undefined', + duration: 0, + persisted: false, + adviced: false + }; + this.historySize = this.settings.history; + this.ppoadv = 'none'; + this.uplevel = this.settings.thresholds.up; + this.downlevel = this.settings.thresholds.down; + this.persisted = this.settings.thresholds.persistence; + + // log.debug("CCI started with:\nup:\t", this.uplevel, "\ndown:\t", this.downlevel, "\npersistence:\t", this.persisted); + // define the indicators we need + this.addIndicator('cci', 'CCI', this.settings); + this.previousBuyPrice = false; + this.previousSellPrice = false; +} + +// what happens on every new candle? +method.update = function(candle) { +} + +// for debugging purposes: log the last calculated +// EMAs and diff. +method.log = function(candle) { + /*var cci = this.indicators.cci; + if (typeof(cci.result) == 'boolean') { + log.debug('Insufficient data available. Age: ', cci.size, ' of ', cci.maxSize); + log.debug('ind: ', cci.TP.result, ' ', cci.TP.age, ' ', cci.TP.depth); + return; + } + log.debug('calculated CCI properties for candle:'); + log.debug('\t', 'Price:\t\t', candle.close.toFixed(8)); + log.debug('\t', 'CCI tp:\t', cci.tp.toFixed(8)); + log.debug('\t', 'CCI tp/n:\t', cci.TP.result.toFixed(8)); + log.debug('\t', 'CCI md:\t', cci.mean.toFixed(8)); + + if (this.previousBuyPrice) { + log.debug('\t', 'previousBuyPrice:\t', this.previousBuyPrice); + } + if (this.previousSellPrice) { + log.debug('\t', 'previousSellPrice:\t', this.previousSellPrice); + } + + if (typeof(cci.result) == 'boolean' ) + log.debug('\t In sufficient data available.'); + else + log.debug('\t', 'CCI:\t\t', cci.result.toFixed(2));*/ +} + +/* + * + */ +method.check = function(candle) { + + var lastPrice = candle.close; + + this.age++; + var cci = this.indicators.cci; + + if (typeof(cci.result) == 'number') { + + if (this.previousBuyPrice > 0) { + this.profit = (this.candle.close - this.previousBuyPrice) / this.previousBuyPrice * 100; + } else { + this.profit = 0; + } + + if (this.profit != 0 && this.settings.thresholds.takeLoss != 0 && this.profit <= this.settings.thresholds.takeLoss) { + log.debug('Take loss at ' + this.profit.toFixed(2) + '%'); + advice('short', this); + } else if (this.profit != 0 && this.settings.thresholds.takeProfit != 0 && this.profit >= this.settings.thresholds.takeProfit) { + log.debug('Take profit at ' + this.profit.toFixed(2) + '%'); + advice('short', this); + } + // overbought? + else if (cci.result >= this.uplevel + && (this.trend.persisted || this.persisted == 0) + && !this.trend.adviced + && this.trend.direction == 'overbought' + && ((this.profit >= 0 && this.profit >= this.settings.thresholds.minProfit) || this.profit < 0 && this.settings.thresholds.negativeProfit == 1)) { + this.trend.adviced = true; + this.trend.duration++; + advice('short', this); + } else if (cci.result >= this.uplevel + && this.trend.direction != 'overbought' + && ((this.profit >= 0 && this.profit >= this.settings.thresholds.minProfit) || this.profit < 0 && this.settings.thresholds.negativeProfit == 1)) { + this.trend.duration = 1; + this.trend.direction = 'overbought'; + this.trend.persisted = false; + this.trend.adviced = false; + if (this.persisted == 0) { + this.trend.adviced = true; + advice('short', this); + } + } else if (cci.result >= this.uplevel) { + this.trend.duration++; + if (this.trend.duration >= this.persisted) { + this.trend.persisted = true; + } + } else if (cci.result <= this.downlevel && (this.trend.persisted || this.persisted == 0) && !this.trend.adviced && this.trend.direction == 'oversold') { + this.trend.adviced = true; + this.trend.duration++; + advice('long', this); + } else if (cci.result <= this.downlevel && this.trend.direction != 'oversold') { + this.trend.duration = 1; + this.trend.direction = 'oversold'; + this.trend.persisted = false; + this.trend.adviced = false; + if (this.persisted == 0) { + this.trend.adviced = true; + advice('long', this); + } + } else if (cci.result <= this.downlevel) { + this.trend.duration++; + if (this.trend.duration >= this.persisted) { + this.trend.persisted = true; + } + } else { + if( this.trend.direction != 'nodirection') { + this.trend = { + direction: 'nodirection', + duration: 0, + persisted: false, + adviced: false + }; + } else { + this.trend.duration++; + } + this.advice(); + } + + } else { + this.advice(); + } + + // log.debug("Trend: ", this.trend.direction, " for ", this.trend.duration); +} + +function advice(position, candle) { + if (position == 'short') { + candle.advice('short'); + + if (candle.previousBuyPrice > 0 || candle.previousBuyPrice === false) { + log.debug('previousBuyPrice: ', candle.previousBuyPrice); + log.debug('Current price: ', candle.candle.close); + log.debug('Profit: ', candle.profit.toFixed(2) + '%'); + log.debug('SELL! \n'); + candle.previousSellPrice = candle.candle.close; + candle.previousBuyPrice = 0; + } + + }; + if (position == 'long') { + candle.advice('long'); + + if (candle.previousSellPrice > 0 || candle.previousSellPrice === false) { + log.debug('previousSellPrice: ', candle.previousSellPrice); + log.debug('Current price: ', candle.candle.close); + log.debug('Profit: ', candle.profit.toFixed(2) + '%'); + log.debug('BUY! \n'); + candle.previousBuyPrice = candle.candle.close; + candle.previousSellPrice = 0; + } + }; +} +module.exports = method; diff --git a/custom_CCI/CCI_custom.toml b/custom_CCI/CCI_custom.toml new file mode 100644 index 0000000..4628096 --- /dev/null +++ b/custom_CCI/CCI_custom.toml @@ -0,0 +1,14 @@ +# constant multiplier. 0.015 gets to around 70% fit +constant = 0.015 + +# history size, make same or smaller than history +history = 90 + +[thresholds] +up = 150 +down = -30 +takeProfit = 20 +minProfit = 5 +takeLoss = -10 +persistence = 0 +negativeProfit = 1 \ No newline at end of file diff --git a/custom_CCI/README.MD b/custom_CCI/README.MD new file mode 100644 index 0000000..b7a707d --- /dev/null +++ b/custom_CCI/README.MD @@ -0,0 +1 @@ +Source: https://raw.githubusercontent.com/Homskiy/gekko/develop/strategies/CCI_custom.js \ No newline at end of file diff --git a/jazzbre/README.MD b/jazzbre/README.MD new file mode 100644 index 0000000..cffdfa1 --- /dev/null +++ b/jazzbre/README.MD @@ -0,0 +1 @@ +source: https://github.com/jazzbre/ \ No newline at end of file diff --git a/jazzbre/jazzbre.js b/jazzbre/jazzbre.js new file mode 100644 index 0000000..00132e3 --- /dev/null +++ b/jazzbre/jazzbre.js @@ -0,0 +1,264 @@ +// helpers +var _ = require('lodash'); +var log = require('../core/log.js'); +var RSI = require('./indicators/RSI.js'); +var MACD = require('./indicators/MACD.js'); +var PPO = require('./indicators/PPO.js'); + +// let's create our own method +var method = {}; + +// prepare everything our method needs +method.init = function () { + this.name = 'DEMA'; + + this.currentTrend; + this.requiredHistory = 0; //this.tradingAdvisor.historySize; + + var scale = 2; + // define the indicators we need + this.addIndicator('dema', 'DEMA', this.settings); + + this.ema1Setting = 8; + this.ema2Setting = 13; + this.ema3Setting = 21; + this.ema4Setting = 55; + this.ema5Setting = 100; + this.addIndicator('ema1', 'EMA', this.ema1Setting); + this.addIndicator('ema2', 'EMA', this.ema2Setting); + this.addIndicator('ema3', 'EMA', this.ema3Setting); + this.addIndicator('ema4', 'EMA', this.ema4Setting); + this.addIndicator('ppo', 'PPO', this.settings); + // this.addIndicator('ema5', 'EMA', this.ema5Setting); + this.addIndicator('rsi', 'RSI', this.settings); + this.settings.short = 12; + this.settings.long = 26; + this.settings.signal = 9; + this.addIndicator('macd', 'MACD', this.settings); + this.index = 0; + this.lastSellIndex = 0; + this.buy = false; + this.stop = -1; + this.price = -1; + this.wasEmaBullish = false; + this.wasEmaBearish = false; + this.emaFlags = 0; + this.previousCandleBullish = false; + this.volumeAverage = 0; + this.volumeCount = 0; + this.ppoHigh = 0; + this.previousEma1 = 0; + this.previousEma2 = 0; + this.previousEma3 = 0; + this.previousEma4 = 0; + this.previousClose = 0; + this.rsiHistory = []; + this.fiat = 100; + this.crypto = 0; +} + +function PredictEma(ema_f, ema_f_value, ema_s, ema_s_value, time = 1) { + return (((-time + ema_f) * (time + ema_s) * ema_f_value) - ((time + ema_f) * (-time + ema_s) * ema_s_value)) / ((time * 2) * (ema_f - ema_s)); +} + +// what happens on every new candle? +method.update = function (candle) { + /* + var dema = this.indicators.dema; + var diff = dema.result; + var price = candle.close; + + var message = '@ ' + price.toFixed(8) + ' (' + diff.toFixed(5) + ')'; + + if(diff > this.settings.thresholds.up) { + log.debug('we are currently in uptrend', message); + + if(this.currentTrend !== 'up') { + this.currentTrend = 'up'; + this.advice('long'); + } else + this.advice(); + + } else if(diff < this.settings.thresholds.down) { + log.debug('we are currently in a downtrend', message); + + if(this.currentTrend !== 'down') { + this.currentTrend = 'down'; + this.advice('short'); + } else + this.advice(); + + } else { + log.debug('we are currently not in an up or down trend', message); + this.advice(); + } + */ + var ema1 = this.indicators.ema1.result; + var ema2 = this.indicators.ema2.result; + var ema3 = this.indicators.ema3.result; + var ema4 = this.indicators.ema4.result; + + for (var i = 0; i < 10; ++i) { + var a = 0; + } + // var ema5 = this.indicators.ema5.result; + var rsi = this.indicators.rsi.result; + this.indicators.rsi.result = rsi; + var macd = this.indicators.macd; + var diff = macd.diff; + var signal = macd.result; + var macdShort = macd.short.result - macd.signal.result; + var macdLong = macd.long.result - macd.signal.result; + var ppoSignal = this.indicators.ppo.PPOsignal.result; + var macdSignal = this.indicators.ppo.MACDsignal.result; + this.indicators.ppo.result = ppoSignal; + var percentSize = (candle.close / 100.0); + + this.rsiHistory.push(rsi); + if (this.rsiHistory.length > 16) { + this.rsiHistory.splice(0, 1); + } + + var volume = this.volumeAverage; + if (this.volumeCount == 0) { + this.volumeCount++; + this.volumeAverage = candle.volume; + volume = this.volumeAverage; + } else { + this.volumeCount++; + this.volumeAverage += candle.volume; + volume = this.volumeAverage / this.volumeCount; + } + + // var emaBullish = candle.volume > volume * 3 && ema1 > ema2 && ema2 > ema3 && ema3 > ema4 /*&& (this.emaFlags & 2) != 0*//* && rsi < 50*/ && ppoSignal > 0.2 && signal > 0.0;// && candle.low > ema1 && candle.close > ema1 && (this.index - this.lastSellIndex) > 5;// && (this.emaFlags & 2) != 0; + // var emaBullish = ema1 > ema2 && ema2 > ema3 && ema3 > ema4; + // var emaBearish = ema1 < ema2 && ema2 < ema3 && ema3 < ema4; + var emaBullish = ema1 > ema2; + var emaBearish = ema1 < ema2; + + var emaCurVal = PredictEma(this.ema1Setting, ema1, this.ema4Setting, ema4); + var emaPrevVal = PredictEma(this.ema1Setting, this.previousEma1, this.ema4Setting, this.previousEma4); + + /* + if(ema1 < ema4 && emaCurVal <= candle.close && emaPrevVal > this.previousClose) { + this.indicators.ema2.result = candle.close + percentSize * 10; + } else if(ema1 > ema4 && emaCurVal >= candle.close && emaPrevVal < this.previousClose) { + this.indicators.ema2.result = candle.close - percentSize * 10; + } else { + this.indicators.ema2.result = candle.close; + } + */ + /* + if(ema1 < ema4 && emaCurVal <= candle.close && emaPrevVal > this.previousClose) { + log.debug("EMA Crossover Up!"); + emaBullish = true; + } else { + emaBullish = false; + } + if(ema1 > ema4 && emaCurVal >= candle.close && emaPrevVal < this.previousClose) { + log.debug("EMA Crossover Down!"); + emaBearish = true; + } else { + emaBearish = false; + } + /**/ + + var adviced = false; + + if (emaBullish && !this.wasEmaBullish) { + this.emaFlags |= 1; + } + if (emaBearish && !this.wasEmaBearish) { + this.emaFlags |= 2; + } + + rsiHighs = []; + if (this.rsiHistory.length > 2) { + var lastValue = this.rsiHistory[0]; + var direction = 0; + for (var i = 1; i < this.rsiHistory.length; ++i) { + var thisValue = this.rsiHistory[i]; + var newDirection = thisValue - lastValue; + // log.debug('rsi i:' + i + ' val:' + this.rsiHistory[i] + ' dir:' + newDirection); + if (direction > 0 && newDirection < 0) { + rsiHighs.push(lastValue); + // log.debug('RsiHigh:' + lastValue); + } + lastValue = thisValue; + direction = newDirection; + } + } + + var rsiDirection = 0; + + if (rsiHighs.length > 0) { + var high = -1; + for (var i = 0; i < rsiHighs.length; ++i) { + var h = rsiHighs[i]; + if (h > high) { + high = h; + } + } + if (high > 0) { + rsiDirection = rsi - high; + } + } + + if (!this.buy) { + if (!this.wasEmaBullish && emaBullish) { // && rsiDirection>2) {// && rsi < 80) { + this.buy = true; + this.advice('long'); + log.debug('Buy at:' + candle.close + ' rsiDirection:' + rsiDirection + ' time:' + candle.start.utc().format()); + this.stop = candle.close - percentSize * 2; + this.price = candle.close; + adviced = true; + this.emaFlags &= ~2; + this.ppoHigh = ppoSignal; + this.crypto = this.fiat / (candle.close + candle.close * 0.0025); + } + } else { + if (ppoSignal > this.ppoHigh) { + this.ppoHigh = ppoSignal; + } + // if((candle.close > this.price + percentSize * 20) || (this.stop != -1 && candle.close < this.stop) || ppoSignal < this.ppoHigh * 0.5) { + // if((rsi > 50 && (emaBearish || rsi > 80)) || (this.stop != -1 && candle.close < this.stop)) {//candle.close > this.price + percentSize * 10) { + // if(ppoSignal < this.ppoHigh * 0.5 || macd < 0 || ( /*rsi > 50 && */(emaBearish/* || rsi > 80*/)) || (this.stop != -1 && candle.close < this.stop)) {//candle.close > this.price + percentSize * 10) { + // if(ppoSignal < this.ppoHigh * 0.5) { + if (emaBearish) { // || (this.stop != -1 && candle.close < this.stop)) {// || (this.stop != -1 && candle.close < this.stop) || candle.close < ema1) { + this.buy = false; + this.advice('short'); + this.fiat = this.crypto * candle.close; + log.debug('Sell at:' + candle.close + ' time:' + candle.start.utc().format() + ' fiat:' + this.fiat); + adviced = true; + this.stop = -1; + this.lastSellIndex = this.index; + this.emaFlags &= ~1; + } + } + if (!adviced) { + this.advice(); + } + // log.debug('emaBullish:' + emaBullish + ' emaBearish:' + emaBearish + ' volume:' + candle.volume + ' rsi:' + rsi + ' signal:' + ppoSignal + ' avg_volume:' + volume + ' ppoHigh:' + this.ppoHigh); + this.wasEmaBullish = emaBullish; + this.wasEmaBearish = emaBearish; + this.previousEma1 = ema1; + this.previousEma2 = ema2; + this.previousEma3 = ema3; + this.previousEma4 = ema4; + this.index++; + this.previousCandleBullish = candle.open > ema1 && candle.close > ema1; + this.previousClose = candle.close; + log.debug('macdLong:' + macdLong + ' macdShort:' + macdShort + ' ,macdResult:'); +} + +// for debugging purposes: log the last calculated +// EMAs and diff. +method.log = function () {} + +method.check = function (candle) {} + +method.end = function () { + log.debug('end %:' + this.percentDiff); +} + +module.exports = method; diff --git a/jazzbre/jazzbre.toml b/jazzbre/jazzbre.toml new file mode 100644 index 0000000..7c26999 --- /dev/null +++ b/jazzbre/jazzbre.toml @@ -0,0 +1,16 @@ +short = 10 +long = 21 +interval = 14 +signal = 9 + +[thresholds] +down = -0.025 +up = 0.025 + +[chart.indicatorColors] +ema1 = "cyan" +ema2 = "pink" +ema3 = "orange" +ema4 = "yellow" +ema5 = "black" +ppo = "purple" diff --git a/mounirs-ga-version-1/README.md b/mounirs-ga-version-1/README.md index 1ee95a6..f42ce47 100644 --- a/mounirs-ga-version-1/README.md +++ b/mounirs-ga-version-1/README.md @@ -8,4 +8,4 @@ Auto-learning strategy using ConvNetJS library. 2. Settings are in .js file. -Source: Gekko Discord - https://discordapp.com/invite/26wMygt +Source: https://github.com/mounirlabaied/ diff --git a/mounirs-ga-version-2/README.md b/mounirs-ga-version-2/README.md index 1ee95a6..ce524c4 100644 --- a/mounirs-ga-version-2/README.md +++ b/mounirs-ga-version-2/README.md @@ -8,4 +8,4 @@ Auto-learning strategy using ConvNetJS library. 2. Settings are in .js file. -Source: Gekko Discord - https://discordapp.com/invite/26wMygt +Source: Gekko Discord - https://github.com/mounirlabaied/