diff --git a/Multi-Period-Daily/LRCIndicator.js b/Multi-Period-Daily/LRCIndicator.js deleted file mode 100644 index 89f6d00c6..000000000 --- a/Multi-Period-Daily/LRCIndicator.js +++ /dev/null @@ -1,112 +0,0 @@ -/* - * Linear regression curve. SRC: Gekko - */ - -//var log = require('../../core/log'); - -var LRCIndicator = function(settings) { - this.input = 'price'; - this.depth = settings; - this.result = false; - this.age = 0; - this.history = []; - this.x = []; - /* - * Do not use array(depth) as it might not be implemented - */ - for (var i = 0; i < this.depth; i++) { - this.history.push(0.0); - this.x.push(i); - } - - // log.debug("Created LRC indicator with h: ", this.depth); -} - -LRCIndicator.prototype.update = function(price) { - // We need sufficient history to get the right result. - if(this.result === false && this.age < this.depth) { - - this.history[this.age] = price; - this.age++; - this.result = false; - // log.debug("Waiting for sufficient age: ", this.age, " out of ", this.depth); - return; - } - - this.age++; - // shift history - for (var i = 0; i < (this.depth - 1); i++) { - this.history[i] = this.history[i+1]; - } - this.history[this.depth-1] = price; - - this.calculate(price); - - // log.debug("Checking LRC: ", this.result.toFixed(8), "\tH: ", this.age); - return; -} - -/* - * Least squares linear regression fitting. - */ -function linreg(values_x, values_y) { - var sum_x = 0; - var sum_y = 0; - var sum_xy = 0; - var sum_xx = 0; - var count = 0; - - /* - * We'll use those variables for faster read/write access. - */ - var x = 0; - var y = 0; - var values_length = values_x.length; - - if (values_length != values_y.length) { - throw new Error('The parameters values_x and values_y need to have same size!'); - } - - /* - * Nothing to do. - */ - if (values_length === 0) { - return [ [], [] ]; - } - - /* - * Calculate the sum for each of the parts necessary. - */ - for (var v = 0; v < values_length; v++) { - x = values_x[v]; - y = values_y[v]; - sum_x += x; - sum_y += y; - sum_xx += x*x; - sum_xy += x*y; - count++; - } - - /* - * Calculate m and b for the formula: y = x * m + b - * - */ - var m = (count*sum_xy - sum_x*sum_y) / (count*sum_xx - sum_x*sum_x); - var b = (sum_y/count) - (m*sum_x)/count; - - return [m, b]; -} - - -/* - * Handle calculations - */ -LRCIndicator.prototype.calculate = function(price) { - // get the reg - var reg = linreg(this.x, this.history); - - // y = a * x + b - this.result = ((this.depth-1) * reg[0]) + reg[1]; -} - -module.exports = LRCIndicator; \ No newline at end of file diff --git a/Multi-Period-Daily/User.bot.js b/Multi-Period-Daily/User.bot.js index 5db94ce30..c2a04af37 100644 --- a/Multi-Period-Daily/User.bot.js +++ b/Multi-Period-Daily/User.bot.js @@ -1,7 +1,110 @@ -var LRCIndicator = require('./LRCIndicator'); +var LRCIndicator = function (settings) { + this.input = 'price'; + this.depth = settings; + this.result = false; + this.age = 0; + this.history = []; + this.x = []; + /* + * Do not use array(depth) as it might not be implemented + */ + for (var i = 0; i < this.depth; i++) { + this.history.push(0.0); + this.x.push(i); + } -exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, BLOB_STORAGE, FILE_STORAGE) { - const FULL_LOG = true; + // log.debug("Created LRC indicator with h: ", this.depth); +} + +LRCIndicator.prototype.update = function (price) { + // We need sufficient history to get the right result. + if (this.result === false && this.age < this.depth) { + + this.history[this.age] = price; + this.age++; + this.result = false; + // log.debug("Waiting for sufficient age: ", this.age, " out of ", this.depth); + return; + } + + this.age++; + // shift history + for (var i = 0; i < (this.depth - 1); i++) { + this.history[i] = this.history[i + 1]; + } + this.history[this.depth - 1] = price; + + this.calculate(price); + + // log.debug("Checking LRC: ", this.result.toFixed(8), "\tH: ", this.age); + return; +} + +/* + * Least squares linear regression fitting. + */ +function linreg(values_x, values_y) { + var sum_x = 0; + var sum_y = 0; + var sum_xy = 0; + var sum_xx = 0; + var count = 0; + + /* + * We'll use those variables for faster read/write access. + */ + var x = 0; + var y = 0; + var values_length = values_x.length; + + if (values_length != values_y.length) { + throw new Error('The parameters values_x and values_y need to have same size!'); + } + + /* + * Nothing to do. + */ + if (values_length === 0) { + return [[], []]; + } + + /* + * Calculate the sum for each of the parts necessary. + */ + for (var v = 0; v < values_length; v++) { + x = values_x[v]; + y = values_y[v]; + sum_x += x; + sum_y += y; + sum_xx += x * x; + sum_xy += x * y; + count++; + } + + /* + * Calculate m and b for the formula: y = x * m + b + * + */ + var m = (count * sum_xy - sum_x * sum_y) / (count * sum_xx - sum_x * sum_x); + var b = (sum_y / count) - (m * sum_x) / count; + + return [m, b]; +} + + +/* + * Handle calculations + */ +LRCIndicator.prototype.calculate = function (price) { + // get the reg + var reg = linreg(this.x, this.history); + + // y = a * x + b + this.result = ((this.depth - 1) * reg[0]) + reg[1]; +} + +exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, BLOB_STORAGE) { + const FULL_LOG = false; const LOG_FILE_CONTENT = false; const USE_PARTIAL_LAST_CANDLE = true; // When running live the last candle generated is a partial candle. @@ -23,8 +126,9 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, }; let gaussStorage = BLOB_STORAGE.newBlobStorage(bot); + let oliviaStorage = BLOB_STORAGE.newBlobStorage(bot); - let utilities = UTILITIES.newUtilities(bot); + let utilities = UTILITIES.newCloudUtilities(bot); let statusDependencies; @@ -40,14 +144,14 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, statusDependencies = pStatusDependencies; - gaussStorage.initialize({ bot: "AAGauss", devTeam: "AAMasters" }, onGaussInizialized); + gaussStorage.initialize(bot.devTeam, onGaussInizialized); function onGaussInizialized(err) { if (err.result === global.DEFAULT_OK_RESPONSE.result) { if (FULL_LOG === true) { logger.write("[INFO] initialize -> onGaussInizialized -> Initialization Succeed."); } - callBackFunction(global.DEFAULT_OK_RESPONSE); + oliviaStorage.initialize("AAMasters", onOliviaInizialized); } else { logger.write("[ERROR] initialize -> onGaussInizialized -> err = " + err.message); @@ -55,6 +159,19 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, } } + function onOliviaInizialized(err) { + + if (err.result === global.DEFAULT_OK_RESPONSE.result) { + + if (FULL_LOG === true) { logger.write("[INFO] initialize -> onOliviaInizialized -> Initialization Succeed."); } + callBackFunction(global.DEFAULT_OK_RESPONSE); + + } else { + logger.write("[ERROR] initialize -> onOliviaInizialized -> err = " + err.message); + callBackFunction(err); + } + } + } catch (err) { logger.write("[ERROR] initialize -> err = " + err.message); callBackFunction(global.DEFAULT_FAIL_RESPONSE); @@ -62,7 +179,15 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, } /* - TODO Create Description + This process will do the following: + For every period on the market: + a. Get olivia files for the current execution time + i. If the file exist, validate we can get 63 candles + 1) 63 candles exist, proceed + 2) 63 candles doesn't exist, call for previous execution day until have 63 + ii. File doesn't exist, wait until get the files + b. Once we have the 63 candles, calculate LRC + c. Save LRC points */ function start(callBackFunction) { @@ -108,9 +233,9 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, return; } - maxCandleTime = new Date(Date.UTC(thisReport.lastFile.year, thisReport.lastFile.month - 1, thisReport.lastFile.days, thisReport.lastFile.hours, thisReport.lastFile.minutes)); + maxCandleTime = new Date(thisReport.lastFile); - reportKey = "AAMasters" + "-" + "AAGauss" + "-" + "Multi-Period-Daily" + "-" + "dataSet.V1"; + reportKey = "AAVikings" + "-" + "AAGauss" + "-" + "Multi-Period-Daily" + "-" + "dataSet.V1"; if (FULL_LOG === true) { logger.write("[INFO] start -> getContextVariables -> reportKey = " + reportKey); } if (statusDependencies.statusReports.get(reportKey).status === "Status Report is corrupt.") { @@ -121,9 +246,9 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, thisReport = statusDependencies.statusReports.get(reportKey).file; if (thisReport.lastCandles !== undefined) { - logger.write("[INFO] start -> getContextVariables -> thisReport.lastCandles: " + JSON.stringify(thisReport.lastCandles)); - lastCandles = thisReport.lastCandles; + if (FULL_LOG === true) { logger.write("[INFO] start -> getContextVariables -> thisReport.lastCandles: " + JSON.stringify(thisReport.lastCandles)) }; + lastCandles = thisReport.lastCandles; buildLRCPoints(); } else { @@ -136,7 +261,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, lastCandles.push(0); } - lastCandles[10] = new Date(Date.UTC(2018, 3).valueOf()); + lastCandles[10] = new Date(Date.UTC(2018, 3)).valueOf(); if (FULL_LOG === true) { logger.write("[INFO] start -> getContextVariables -> Starting at: " + new Date(lastCandles[10]).toISOString()); } @@ -164,7 +289,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> advanceTime -> Entering function."); } - executionTime = new Date(lastCandles[10].valueOf() + ONE_MIN_IN_MILISECONDS); + executionTime = new Date(lastCandles[10] + ONE_MIN_IN_MILISECONDS); if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> advanceTime -> New processing time @ " + executionTime.toISOString()); } @@ -191,7 +316,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, function loopBody() { - if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCChannels -> periodsLoop -> loopBody -> Entering function. Time: " + executionTime.toISOString() + ". Loop: "+n); } + if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> periodsLoop -> loopBody -> Entering function. Time: " + executionTime.toISOString() + ". Loop: "+n); } const outputPeriod = global.dailyFilePeriods[n][0]; const folderName = global.dailyFilePeriods[n][1]; @@ -199,11 +324,10 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, isTimeToRun(); function isTimeToRun() { - let nextExecution = lastCandles[n].valueOf() + outputPeriod; + let nextExecution = lastCandles[n] + outputPeriod; if (executionTime.valueOf() >= nextExecution) { getLRCPoints(); } else { - if (FULL_LOG === true) logger.write("[INFO] start -> periodsLoop -> loopBody -> It's not time to run this period. Next Execution: " + new Date(nextExecution).toISOString()); controlLoop(); @@ -248,8 +372,10 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, if (LOG_FILE_CONTENT === true) { logger.write("[INFO] Candle Date: " + new Date(candle.begin).toISOString() + ". Process Date: " + executionTime.toISOString()); } - if (candleArray.length < maxLRCDepth && candle.begin <= executionTime.valueOf()) { - candleArray.push(candleFile[i]); + let lastCandle = executionTime.valueOf() - (outputPeriod * maxLRCDepth); + + if (candleArray.length < maxLRCDepth && candle.begin > lastCandle && candle.begin <= executionTime.valueOf()) { + candleArray.push(candle); } } @@ -258,17 +384,17 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, if (candleArray.length >= maxLRCDepth) { if (FULL_LOG === true) { logger.write("[INFO] start -> getLRCPoints -> All candles available proceed with LRC calculations."); } - let lrcChannel = performLRCCalculations(candleArray); - saveChannel(lrcChannel); + let lrcPoint = performLRCCalculations(candleArray); + savePoint(lrcPoint); } else if (backwardsCount <= maxBackwardsCount) { - if (FULL_LOG === true) { logger.write("[INFO] start -> getChannelTilt -> Getting file for day before."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> getLRCPoints -> Getting file for day before."); } queryDate.setDate(queryDate.getDate() - 1); getDailyFile(queryDate, onDailyFileReceived); backwardsCount++; } else { - logger.write("[ERROR] start -> getChannelTilt -> Not enough history to calculate LRC."); + logger.write("[ERROR] start -> getLRCPoints -> Not enough history to calculate LRC."); callBack(global.DEFAULT_RETRY_RESPONSE); } } @@ -282,7 +408,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, let filePath = "AAMasters/AAOlivia.1.0/AACloud.1.1/Poloniex/dataSet.V1/Output/Candles/Multi-Period-Daily/" + folderName + "/" + datePath; let fileName = market.assetA + '_' + market.assetB + ".json" - gaussStorage.getTextFile(filePath, fileName, onFileReceived); + oliviaStorage.getTextFile(filePath, fileName, onFileReceived); function onFileReceived(err, text) { if (err.result === global.DEFAULT_OK_RESPONSE.result) { @@ -310,7 +436,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, * It's needed to order since it's possible that we need to get another file and it will put an older candle at the end of the array. */ candleArray.sort(function (a, b) { - return a[4] - b[4]; + return a.begin - b.begin; }); if (USE_PARTIAL_LAST_CANDLE === false) candleArray = candleArray.slice(0, candleArray.length - 1); @@ -318,33 +444,29 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, let lrcPoints = []; lrcPoints.push(0); //firstCandleBeginTime 0 lrcPoints.push(0); //firstCandleEndTime 1 - lrcPoints.push(0); //lastCandleBeginTime 2 - lrcPoints.push(0); //lastCandleEndTime 3 - lrcPoints.push(0); //minimumChannelValue 4 - lrcPoints.push(0); //middleChannelValue 5 - lrcPoints.push(0); //maximumChannelValue 6 + lrcPoints.push(0); //minimumPointValue 2 + lrcPoints.push(0); //middlePointValue 3 + lrcPoints.push(0); //maximumPointValue 4 if (LOG_FILE_CONTENT === true) - lrcPoints.push(candleArray); //Entire candle array 7 + lrcPoints.push(candleArray); //Entire candle array 5 calculateLRC(candleArray, lrcPoints); let lastCandle = candleArray[0]; let firstCandle = candleArray[candleArray.length - 1]; - lrcPoints[0] = firstCandle[4]; - lrcPoints[1] = firstCandle[5]; - lrcPoints[2] = lastCandle[4]; - lrcPoints[3] = lastCandle[5]; + lrcPoints[0] = firstCandle.begin; + lrcPoints[1] = firstCandle.end; if (FULL_LOG === true) { - logger.write("[INFO] start -> getChannelTilt -> performLRCCalculations -> LRC Points calculation results: " + JSON.stringify(lrcPoints)); } + logger.write("[INFO] start -> getLRCPoints -> performLRCCalculations -> LRC Points calculation results: " + JSON.stringify(lrcPoints)); } return lrcPoints; } function calculateLRC(candlesArray, lrcPoints) { - if (FULL_LOG === true) { logger.write("[INFO] start -> getChannelTilt -> calculateLRC -> Entering function."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> getLRCPoints -> calculateLRC -> Entering function."); } let lrcMinIndicator = new LRCIndicator(15); let lrcMidIndicator = new LRCIndicator(30); @@ -352,7 +474,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, for (let i = 0; i < candlesArray.length; i++) { let tempCandle = candlesArray[i]; - let averagePrice = (tempCandle[0] + tempCandle[1] + tempCandle[2] + tempCandle[3]) / 4; // TODO Check which price should be take to get the LRC + let averagePrice = (tempCandle.min + tempCandle.max + tempCandle.open + tempCandle.close) / 4; // TODO Check which price should be take to get the LRC lrcMinIndicator.update(averagePrice); lrcMidIndicator.update(averagePrice); @@ -363,29 +485,28 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, * Only if there is enough history the result will be calculated */ if (lrcMinIndicator.result != false && lrcMidIndicator.result != false && lrcMaxIndicator.result != false) { - lrcPoints[4] = lrcMinIndicator.result; - lrcPoints[5] = lrcMidIndicator.result; - lrcPoints[6] = lrcMaxIndicator.result; + lrcPoints[2] = lrcMinIndicator.result; + lrcPoints[3] = lrcMidIndicator.result; + lrcPoints[4] = lrcMaxIndicator.result; return lrcPoints; } else { - logger.write("[ERROR] start -> getChannelTilt -> calculateLRC -> There is not enough history to calculate the LRC."); + logger.write("[ERROR] start -> getLRCPoints -> calculateLRC -> There is not enough history to calculate the LRC."); callBackFunction(global.DEFAULT_FAIL_RESPONSE); } } - function saveChannel(lrcChannel) { + function savePoint(lrcPoint) { try { - if (FULL_LOG === true) { logger.write("[INFO] start -> saveChannel -> Entering function."); } - let fileContent; + if (FULL_LOG === true) { logger.write("[INFO] start -> savePoint -> Entering function."); } let datePath = executionTime.getUTCFullYear() + "/" + utilities.pad(executionTime.getUTCMonth() + 1, 2) + "/" + utilities.pad(executionTime.getUTCDate(), 2); - let filePath = bot.filePathRoot + "/Output/LRC-Channel/Multi-Period-Daily/" + folderName + "/" + datePath; + let filePath = bot.filePathRoot + "/Output/LRC-Points/Multi-Period-Daily/" + folderName + "/" + datePath; let fileName = market.assetA + '_' + market.assetB + ".json" - if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCChannels -> periodsLoop -> loopBody -> getCurrentContent -> fileName = " + fileName); } - if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCChannels -> periodsLoop -> loopBody -> getCurrentContent -> filePath = " + filePath); } + if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> periodsLoop -> loopBody -> getCurrentContent -> fileName = " + fileName); } + if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> periodsLoop -> loopBody -> getCurrentContent -> filePath = " + filePath); } gaussStorage.getTextFile(filePath, fileName, onFileRetrieved); @@ -409,11 +530,10 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, if (FULL_LOG === true) { logger.write("[INFO] start -> onFileRetrieved -> Daily file exist, appending content."); } - fileContent = JSON.parse(text); + let fileContent = JSON.parse(text); appendToFile(fileContent); } - function createFolders(filePath) { try { @@ -455,29 +575,29 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, function createFile() { - if (FULL_LOG === true) { logger.write("[INFO] start -> saveChannel -> createFile -> Entering function."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> savePoint -> createFile -> Entering function."); } let existingContent = []; - existingContent.push(lrcChannel); + existingContent.push(lrcPoint); gaussStorage.createTextFile(filePath, fileName, JSON.stringify(existingContent), onFileCreated); function onFileCreated(err) { - if (FULL_LOG === true) { logger.write("[INFO] start -> saveChannel -> onFileCreated -> Entering function."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> savePoint -> onFileCreated -> Entering function."); } if (err.result !== global.DEFAULT_OK_RESPONSE.result) { - logger.write("[ERROR] start -> saveChannel -> onFileCreated -> err = " + err.message); + logger.write("[ERROR] start -> savePoint -> onFileCreated -> err = " + err.message); callBackFunction(err); return; } if (LOG_FILE_CONTENT === true) { - logger.write("[INFO] start -> saveChannel -> onFileCreated -> Content written = " + JSON.stringify(existingContent)); + logger.write("[INFO] start -> savePoint -> onFileCreated -> Content written = " + JSON.stringify(existingContent)); } // We keep a record of the last candle used for the time period - lastCandles[n] = lrcChannel[0]; + lastCandles[n] = lrcPoint[0]; controlLoop(); } @@ -485,34 +605,34 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, function appendToFile(fileContent) { - if (FULL_LOG === true) { logger.write("[INFO] start -> saveChannel -> appendToFile -> Entering function."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> savePoint -> appendToFile -> Entering function."); } - fileContent.push(lrcChannel); + fileContent.push(lrcPoint); gaussStorage.createTextFile(filePath, fileName, JSON.stringify(fileContent), onExistingFileUpdated); function onExistingFileUpdated(err) { - if (FULL_LOG === true) { logger.write("[INFO] start -> saveChannel -> onExistingFileUpdated -> Entering function."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> savePoint -> onExistingFileUpdated -> Entering function."); } if (err.result !== global.DEFAULT_OK_RESPONSE.result) { - logger.write("[ERROR] start -> saveChannel -> onExistingFileUpdated -> err = " + err.message); + logger.write("[ERROR] start -> savePoint -> onExistingFileUpdated -> err = " + err.message); callBackFunction(err); return; } if (LOG_FILE_CONTENT === true) { - logger.write("[INFO] start -> saveChannel -> onExistingFileUpdated -> Content written = " + JSON.stringify(fileContent)); + logger.write("[INFO] start -> savePoint -> onExistingFileUpdated -> Content written = " + JSON.stringify(fileContent)); } // We keep a record of the last candle used for the time period - lastCandles[n] = lrcChannel[0]; + lastCandles[n] = lrcPoint[0]; controlLoop(); } } } catch (err) { - logger.write("[ERROR] start -> saveChannel -> err = " + err.message); + logger.write("[ERROR] start -> savePoint -> err = " + err.message); callBackFunction(global.DEFAULT_FAIL_RESPONSE); } } @@ -521,7 +641,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, function controlLoop() { - if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCChannels -> periodsLoop -> controlLoop -> Entering function."); } + if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> periodsLoop -> controlLoop -> Entering function."); } n++; @@ -530,12 +650,80 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, loopBody(); } else { - - writeStatusReport(); + let lastOneMinuteCandle = lastCandles[10]; + writeDataRange(lastOneMinuteCandle, onWritten); + function onWritten(err) { + + if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCPoints -> periodsLoop -> controlLoop -> onWritten -> Entering function."); } + + if (err.result !== global.DEFAULT_OK_RESPONSE.result) { + logger.write("[ERROR] writeDataRanges -> writeDataRanges -> onWritten -> err = " + err.message); + callBack(err); + return; + } + + writeStatusReport(); + } } } + } + + function writeDataRange(lastOneMinuteCandle, callBack) { + try { + + if (FULL_LOG === true) { logger.write("[INFO] start -> writeDataRange -> Entering function."); } + + let dataRange = { + begin: 1522540800000,//TODO: 1424373300000, + end: lastOneMinuteCandle.valueOf() + }; + + let fileContentDataRange = JSON.stringify(dataRange); + + let fileName = 'Data.Range.' + market.assetA + '_' + market.assetB + '.json'; + let filePath = bot.filePathRoot + "/Output/LRC-Points/" + bot.process; + + if (FULL_LOG === true) { logger.write("[INFO] start -> writeDataRange -> fileName = " + fileName); } + if (FULL_LOG === true) { logger.write("[INFO] start -> writeDataRange -> filePath = " + filePath); } + + utilities.createFolderIfNeeded(filePath, gaussStorage, onFolderCreated); + + function onFolderCreated(err) { + + if (FULL_LOG === true) { logger.write("[INFO] start -> writeDataRange -> onFolderCreated -> Entering function."); } + + if (err.result !== global.DEFAULT_OK_RESPONSE.result) { + logger.write("[ERROR] start -> writeDataRange -> onFolderCreated -> err = " + err.message); + callBack(err); + return; + } + + gaussStorage.createTextFile(filePath, fileName, fileContentDataRange + '\n', onFileCreated); + + function onFileCreated(err) { + + if (FULL_LOG === true) { logger.write("[INFO] start -> writeDataRange -> onFolderCreated -> onFileCreated -> Entering function."); } + + if (err.result !== global.DEFAULT_OK_RESPONSE.result) { + logger.write("[ERROR] start -> writeDataRange -> onFolderCreated -> onFileCreated -> err = " + err.message); + callBack(err); + return; + } + + if (LOG_FILE_CONTENT === true) { + logger.write("[INFO] start -> writeDataRange -> onFolderCreated -> onFileCreated -> Content written = " + fileContentDataRange); + } + + callBack(global.DEFAULT_OK_RESPONSE); + } + } + } + catch (err) { + logger.write("[ERROR] start -> writeDataRange -> err = " + err.message); + callBack(global.DEFAULT_FAIL_RESPONSE); + } } function writeStatusReport() { @@ -571,10 +759,10 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, } } - } catch (err) { logger.write("[ERROR] start -> err = " + err.message); callBackFunction(global.DEFAULT_FAIL_RESPONSE); } } + }; diff --git a/Multi-Period-Market/LRCIndicator.js b/Multi-Period-Market/LRCIndicator.js deleted file mode 100644 index 89f6d00c6..000000000 --- a/Multi-Period-Market/LRCIndicator.js +++ /dev/null @@ -1,112 +0,0 @@ -/* - * Linear regression curve. SRC: Gekko - */ - -//var log = require('../../core/log'); - -var LRCIndicator = function(settings) { - this.input = 'price'; - this.depth = settings; - this.result = false; - this.age = 0; - this.history = []; - this.x = []; - /* - * Do not use array(depth) as it might not be implemented - */ - for (var i = 0; i < this.depth; i++) { - this.history.push(0.0); - this.x.push(i); - } - - // log.debug("Created LRC indicator with h: ", this.depth); -} - -LRCIndicator.prototype.update = function(price) { - // We need sufficient history to get the right result. - if(this.result === false && this.age < this.depth) { - - this.history[this.age] = price; - this.age++; - this.result = false; - // log.debug("Waiting for sufficient age: ", this.age, " out of ", this.depth); - return; - } - - this.age++; - // shift history - for (var i = 0; i < (this.depth - 1); i++) { - this.history[i] = this.history[i+1]; - } - this.history[this.depth-1] = price; - - this.calculate(price); - - // log.debug("Checking LRC: ", this.result.toFixed(8), "\tH: ", this.age); - return; -} - -/* - * Least squares linear regression fitting. - */ -function linreg(values_x, values_y) { - var sum_x = 0; - var sum_y = 0; - var sum_xy = 0; - var sum_xx = 0; - var count = 0; - - /* - * We'll use those variables for faster read/write access. - */ - var x = 0; - var y = 0; - var values_length = values_x.length; - - if (values_length != values_y.length) { - throw new Error('The parameters values_x and values_y need to have same size!'); - } - - /* - * Nothing to do. - */ - if (values_length === 0) { - return [ [], [] ]; - } - - /* - * Calculate the sum for each of the parts necessary. - */ - for (var v = 0; v < values_length; v++) { - x = values_x[v]; - y = values_y[v]; - sum_x += x; - sum_y += y; - sum_xx += x*x; - sum_xy += x*y; - count++; - } - - /* - * Calculate m and b for the formula: y = x * m + b - * - */ - var m = (count*sum_xy - sum_x*sum_y) / (count*sum_xx - sum_x*sum_x); - var b = (sum_y/count) - (m*sum_x)/count; - - return [m, b]; -} - - -/* - * Handle calculations - */ -LRCIndicator.prototype.calculate = function(price) { - // get the reg - var reg = linreg(this.x, this.history); - - // y = a * x + b - this.result = ((this.depth-1) * reg[0]) + reg[1]; -} - -module.exports = LRCIndicator; \ No newline at end of file diff --git a/Multi-Period-Market/User.bot.js b/Multi-Period-Market/User.bot.js index 5db94ce30..3cb5ecb23 100644 --- a/Multi-Period-Market/User.bot.js +++ b/Multi-Period-Market/User.bot.js @@ -1,6 +1,4 @@ -var LRCIndicator = require('./LRCIndicator'); - -exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, BLOB_STORAGE, FILE_STORAGE) { +exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, BLOB_STORAGE) { const FULL_LOG = true; const LOG_FILE_CONTENT = false; const USE_PARTIAL_LAST_CANDLE = true; // When running live the last candle generated is a partial candle. @@ -381,7 +379,7 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, if (FULL_LOG === true) { logger.write("[INFO] start -> saveChannel -> Entering function."); } let fileContent; let datePath = executionTime.getUTCFullYear() + "/" + utilities.pad(executionTime.getUTCMonth() + 1, 2) + "/" + utilities.pad(executionTime.getUTCDate(), 2); - let filePath = bot.filePathRoot + "/Output/LRC-Channel/Multi-Period-Daily/" + folderName + "/" + datePath; + let filePath = bot.filePathRoot + "/Output/LRC-Points/Multi-Period-Daily/" + folderName + "/" + datePath; let fileName = market.assetA + '_' + market.assetB + ".json" if (FULL_LOG === true) { logger.write("[INFO] start -> buildLRCChannels -> periodsLoop -> loopBody -> getCurrentContent -> fileName = " + fileName); } @@ -578,3 +576,114 @@ exports.newUserBot = function newUserBot(BOT, COMMONS, UTILITIES, DEBUG_MODULE, } } }; + +/* + * Linear regression curve. SRC: Gekko + */ + +//var log = require('../../core/log'); + +var LRCIndicator = function (settings) { + this.input = 'price'; + this.depth = settings; + this.result = false; + this.age = 0; + this.history = []; + this.x = []; + /* + * Do not use array(depth) as it might not be implemented + */ + for (var i = 0; i < this.depth; i++) { + this.history.push(0.0); + this.x.push(i); + } + + // log.debug("Created LRC indicator with h: ", this.depth); +} + +LRCIndicator.prototype.update = function (price) { + // We need sufficient history to get the right result. + if (this.result === false && this.age < this.depth) { + + this.history[this.age] = price; + this.age++; + this.result = false; + // log.debug("Waiting for sufficient age: ", this.age, " out of ", this.depth); + return; + } + + this.age++; + // shift history + for (var i = 0; i < (this.depth - 1); i++) { + this.history[i] = this.history[i + 1]; + } + this.history[this.depth - 1] = price; + + this.calculate(price); + + // log.debug("Checking LRC: ", this.result.toFixed(8), "\tH: ", this.age); + return; +} + +/* + * Least squares linear regression fitting. + */ +function linreg(values_x, values_y) { + var sum_x = 0; + var sum_y = 0; + var sum_xy = 0; + var sum_xx = 0; + var count = 0; + + /* + * We'll use those variables for faster read/write access. + */ + var x = 0; + var y = 0; + var values_length = values_x.length; + + if (values_length != values_y.length) { + throw new Error('The parameters values_x and values_y need to have same size!'); + } + + /* + * Nothing to do. + */ + if (values_length === 0) { + return [[], []]; + } + + /* + * Calculate the sum for each of the parts necessary. + */ + for (var v = 0; v < values_length; v++) { + x = values_x[v]; + y = values_y[v]; + sum_x += x; + sum_y += y; + sum_xx += x * x; + sum_xy += x * y; + count++; + } + + /* + * Calculate m and b for the formula: y = x * m + b + * + */ + var m = (count * sum_xy - sum_x * sum_y) / (count * sum_xx - sum_x * sum_x); + var b = (sum_y / count) - (m * sum_x) / count; + + return [m, b]; +} + + +/* + * Handle calculations + */ +LRCIndicator.prototype.calculate = function (price) { + // get the reg + var reg = linreg(this.x, this.history); + + // y = a * x + b + this.result = ((this.depth - 1) * reg[0]) + reg[1]; +} diff --git a/Project.njsproj b/Project.njsproj index cdb446a78..1e068c9eb 100644 --- a/Project.njsproj +++ b/Project.njsproj @@ -15,6 +15,7 @@ 14.0 $(MSBuildExtensionsPath32)\Microsoft\VisualStudio\v$(VisualStudioVersion) Project + True @@ -23,8 +24,7 @@ Code - - + diff --git a/package-lock.json b/package-lock.json deleted file mode 100644 index 87c40254f..000000000 --- a/package-lock.json +++ /dev/null @@ -1,670 +0,0 @@ -{ - "name": "AACharly", - "version": "1.0.0", - "lockfileVersion": 1, - "requires": true, - "dependencies": { - "ajv": { - "version": "5.5.0", - "resolved": "https://registry.npmjs.org/ajv/-/ajv-5.5.0.tgz", - "integrity": "sha1-6yhAdG6dxIvV4GOjbj/UAMXqtak=", - 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"description": "Produces files with the LRC Channel on a daily format.", + "description": "Produces files with the LRC Points on a daily format.", "startMode": { "allMonths": { - "run": "false", - "minYear": "", - "maxYear": "" + "run": "false", + "minYear": "", + "maxYear": "" }, "oneMonth": { - "run": "false", - "year": "", - "month": "" + "run": "false", + "year": "", + "month": "" }, "noTime": { - "run": "true" + "run": "true" }, "fixedInterval": { - "run": "false", - "interval": 0 + "run": "false", + "interval": 0 } - }, - "normalWaitTime": 100, + }, + "normalWaitTime": 50, "retryWaitTime": 10000, "sleepWaitTime": 3600000, "comaWaitTime": 86400000, "statusDependencies": [ { - "devTeam": "AAMasters", + "devTeam": "AAVikings", "bot": "AAGauss", "botVersion": { "major": 1, @@ -62,8 +62,8 @@ ], "products": [ { - "codeName": "LRCChannel", - "displayName": "LRCChannel", + "codeName": "LRCPoints", + "displayName": "LRCPoints", "description": "Two sets of files per period that contains LRC points.", "storageAccount": "aagauss", "dataSets": [ @@ -71,8 +71,12 @@ "codeName": "Multi-Period-Daily", "type": "Daily Files", "validPeriods": [ "45-min", "40-min", "30-min", "20-min", "15-min", "10-min", "05-min", "04-min", "03-min", "02-min", "01-min" ], - "filePath": "AAMasters/AAGauss.1.0/AACloud.1.1/@Exchange/dataSet.V1/Output/LRC-Channel/Multi-Period-Daily/@Period/@Year/@Month/@Day", - "fileName": "@AssetA_@AssetB.json" + "filePath": "AAVikings/AAGauss.1.0/AACloud.1.1/@Exchange/dataSet.V1/Output/LRC-Points/Multi-Period-Daily/@Period/@Year/@Month/@Day", + "fileName": "@AssetA_@AssetB.json", + "dataRange": { + "filePath": "AAVikings/AAGauss.1.0/AACloud.1.1/@Exchange/dataSet.V1/Output/LRC-Points/Multi-Period-Daily", + "fileName": "Data.Range.@AssetA_@AssetB.json" + } } ], "exchangeList": [ @@ -80,11 +84,11 @@ "name": "Poloniex" } ], - "plotter": { - "devTeam": "AAMasters", - "codeName": "PlotterLinearRegressionCurve", - "moduleName": "LRC" - } + "plotter": { + "devTeam": "AAVikings", + "codeName": "PlotterLinearRegressionCurve", + "moduleName": "LRC" + } } ]