Cleaning Learning

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Luis Fernando Molina committed 2020-11-30 16:00:04 +01:00
1 parent 0bb9208d66
commit dc8ef4d010
3 files changed
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@@ -25,641 +25,10 @@ exports.newLearningBot = function (processIndex, bot, parentLogger) {
return thisObject;
function initialize(pProcessConfig, callBackFunction) {
/* This function is exactly the same in the 3 modules representing the 2 different bot types loops. */
try {
processConfig = pProcessConfig;
if (bot.repo === undefined) {
/* The code of the bot is defined at the UI. No need to load a file with the code. */
session.initialize(processConfig, callBackFunction)
}
} catch (err) {
parentLogger.write(MODULE_NAME, "[ERROR] initialize -> err = " + err.stack);
callBackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE);
}
}
function run(callBackFunction) {
try {
/* Some initial values*/
TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).IS_SESSION_STOPPING = true;
if (FULL_LOG === true) { parentLogger.write(MODULE_NAME, '[IMPORTANT] run -> Stopping the Session now. ') }
loop();
function loop() {
try {
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Running...")
function pad(str, max) {
str = str.toString();
return str.length < max ? pad(" " + str, max) : str;
}
/* For each loop we want to create a new log file. */
if (logger !== undefined) {
logger.finalize()
}
logger = DEBUG_MODULE.newDebugLog(processIndex);
TS.projects.superalgos.globals.taskVariables.LOGGER_MAP.set(MODULE_NAME + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].id, logger)
logger.bot = bot;
logger.initialize();
TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).MAIN_LOOP_COUNTER++;
bot.loopStartTime = new Date().valueOf();
let nextWaitTime;
/* We tell the UI that we are running. */
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Running...")
/* We define here all the modules that the rest of the infraestructure, including the bots themselves can consume. */
const UTILITIES = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'CloudUtilities');
const STATUS_REPORT = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'StatusReport');
const STATUS_DEPENDENCIES = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'StatusDependencies');
const DATA_DEPENDENCIES = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'DataDependencies');
const DATA_SET = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'DataSet');
const PROCESS_EXECUTION_EVENTS = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'ProcessExecutionEvents');
const PROCESS_OUTPUT = require(TS.projects.superalgos.globals.nodeJSConstants.REQUIRE_ROOT_DIR + 'ProcessOutput');
/* We define the datetime for the process that we are running now. This will be the official processing time for both the infraestructure and the bot. */
bot.processDatetime = new Date(); // This will be considered the process date and time, so as to have it consistenly all over the execution.
/* Main Loop Console Logging */
logger.newMainLoop()
/* Checking if we need to need to emit any event */
if (bot.SESSION_STATUS === 'Idle' && TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).IS_SESSION_STOPPING === false) {
bot.SESSION_STATUS = 'Running'
}
if (bot.SESSION_STATUS === 'Running' && TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).IS_SESSION_STOPPING === true) {
bot.SESSION_STATUS = 'Stopped'
}
TS.projects.superalgos.functionLibraries.sessionFunctions.emitSessionStatus(bot.SESSION_STATUS, TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SESSION_KEY)
/* Checking if we should process this loop or not.*/
if (TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).IS_SESSION_STOPPING === true) {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> Waiting for " + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].session.type + " " + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].session.name + " to be run."); }
console.log(new Date().toISOString() + " " + pad(TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].referenceParent.parentNode.config.codeName, 20) + " " + pad(TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].referenceParent.config.codeName, 30)
+ " Waiting for " + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].session.type + " " + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].session.name + " to be run. ");
nextWaitTime = 'Waiting for Session';
loopControl(nextWaitTime);
return
}
/* We will prepare first the infraestructure needed for the bot to run. There are 3 modules we need to sucessfullly initialize first. */
let processExecutionEvents
let userBot;
let processFramework;
let statusDependencies;
let dataDependencies;
initializeProcessExecutionEvents();
function initializeProcessExecutionEvents() {
try {
processExecutionEvents = PROCESS_EXECUTION_EVENTS.newProcessExecutionEvents(processIndex, bot, logger)
processExecutionEvents.initialize(processConfig, onInizialized);
function onInizialized(err) {
try {
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[INFO] run -> loop -> initializeProcessExecutionEvents -> onInizialized -> Execution finished well.");
startProcessExecutionEvents()
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> initializeProcessExecutionEvents -> onInizialized -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeProcessExecutionEvents -> onInizialized -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeProcessExecutionEvents -> onInizialized -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeProcessExecutionEvents -> onInizialized -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeProcessExecutionEvents -> onInizialized -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeProcessExecutionEvents -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function startProcessExecutionEvents() {
try {
processExecutionEvents.start(onStarted);
function onStarted(err) {
try {
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[INFO] run -> loop -> startProcessExecutionEvents -> onStarted -> Execution finished well.");
if (TS.projects.superalgos.globals.taskVariables.IS_TASK_STOPPING === true) {
loopControl()
return
}
initializeStatusDependencies();
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> startProcessExecutionEvents -> onStarted -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessExecutionEvents -> onStarted -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessExecutionEvents -> onStarted -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessExecutionEvents -> onStarted -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessExecutionEvents -> onStarted -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessExecutionEvents -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function initializeStatusDependencies() {
try {
statusDependencies = STATUS_DEPENDENCIES.newStatusDependencies(processIndex, bot, logger, STATUS_REPORT, UTILITIES, PROCESS_OUTPUT);
statusDependencies.initialize(onInizialized);
function onInizialized(err) {
try {
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[INFO] run -> loop -> initializeStatusDependencies -> onInizialized -> Execution finished well.");
initializeDataDependencies();
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> initializeStatusDependencies -> onInizialized -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeStatusDependencies -> onInizialized -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeStatusDependencies -> onInizialized -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeStatusDependencies -> onInizialized -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeStatusDependencies -> onInizialized -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeStatusDependencies -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function initializeDataDependencies() {
try {
dataDependencies = DATA_DEPENDENCIES.newDataDependencies(processIndex, bot, logger, DATA_SET);
dataDependencies.initialize(onInizialized);
function onInizialized(err) {
try {
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> initializeDataDependencies -> onInizialized -> Execution finished well."); }
switch (processConfig.framework.name) {
case 'Low-Frequency-Trading-Process': {
processFramework = TRADING_PROCESS_MODULE.newMachineLearningProcess(bot, logger, UTILITIES);
intitializeProcessFramework();
break;
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> onInizialized -> Process Framework not Supported.");
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> onInizialized -> Process Framework Name = " + processConfig.framework.name);
global.unexpectedError = err.message
processStopped()
return
}
}
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> initializeDataDependencies -> onInizialized -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> onInizialized -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> onInizialized -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> onInizialized -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> onInizialized -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> initializeDataDependencies -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function intitializeProcessFramework() {
try {
processFramework.initialize(processConfig, statusDependencies, dataDependencies, onInizialized);
function onInizialized(err) {
try {
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[INFO] run -> loop -> intitializeProcessFramework -> onInizialized -> Execution finished well.");
startProcessFramework();
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> intitializeProcessFramework -> onInizialized -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> intitializeProcessFramework -> onInizialized -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
case TS.projects.superalgos.globals.standardResponses.CUSTOM_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> intitializeProcessFramework -> onInizialized > Unhandled custom response received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> intitializeProcessFramework -> onInizialized -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> intitializeProcessFramework -> onInizialized -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> intitializeProcessFramework -> onInizialized -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> intitializeProcessFramework -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function startProcessFramework() {
try {
processFramework.start(onFinished);
function onFinished(err) {
try {
processFramework.finalize()
processFramework = undefined
dataDependencies.finalize()
dataDependencies = undefined
statusDependencies.finalize()
statusDependencies = undefined
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[INFO] run -> loop -> startProcessFramework -> onFinished -> Execution finished well.");
nextWaitTime = 'Normal';
finishProcessExecutionEvents()
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> startProcessFramework -> onFinished -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessFramework -> onFinished -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
case TS.projects.superalgos.globals.standardResponses.CUSTOM_OK_RESPONSE.result: {
switch (err.message) {
case "Dependency does not exist.": {
logger.write(MODULE_NAME, "[WARN] run -> loop -> startProcessFramework -> onFinished -> Dependency does not exist. This Loop will go to sleep.");
nextWaitTime = 'Sleep';
loopControl(nextWaitTime);
return;
}
case "Dependency not ready.": {
logger.write(MODULE_NAME, "[WARN] run -> loop -> startProcessFramework -> onFinished -> Dependency not ready. This Loop will go to sleep.");
nextWaitTime = 'Sleep';
loopControl(nextWaitTime);
return;
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessFramework -> onFinished -> Unhandled custom response received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessFramework -> onFinished -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessFramework -> onFinished -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessFramework -> onFinished -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> startProcessFramework -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function finishProcessExecutionEvents() {
try {
processExecutionEvents.finish(onFinished);
function onFinished(err) {
try {
processExecutionEvents.finalize()
processExecutionEvents = undefined
switch (err.result) {
case TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE.result: {
logger.write(MODULE_NAME, "[INFO] run -> loop -> finishProcessExecutionEvents -> onFinished -> Execution finished well.");
nextWaitTime = 'Normal';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_RETRY_RESPONSE.result: { // Something bad happened, but if we retry in a while it might go through the next time.
logger.write(MODULE_NAME, "[WARN] run -> loop -> finishProcessExecutionEvents -> onFinished -> Retry Later. Requesting Execution Retry.");
nextWaitTime = 'Retry';
loopControl(nextWaitTime);
return;
}
case TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE.result: { // This is an unexpected exception that we do not know how to handle.
logger.write(MODULE_NAME, "[ERROR] run -> loop -> finishProcessExecutionEvents -> onFinished -> Operation Failed. Aborting the process.");
global.unexpectedError = err.message
processStopped()
return
}
default: {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> finishProcessExecutionEvents -> onFinished -> Unhandled err.result received. -> err.result = " + err.result);
logger.write(MODULE_NAME, "[ERROR] run -> loop -> finishProcessExecutionEvents -> onFinished -> Unhandled err.result received. -> err = " + err.message);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> finishProcessExecutionEvents -> onFinished -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> finishProcessExecutionEvents -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function loopControl(nextWaitTime) {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> loopControl -> nextWaitTime = " + nextWaitTime); }
/* We show we reached the end of the loop. */
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Running...")
/* Here we check if we must stop the loop gracefully. */
shallWeStop(onStop, onContinue);
function onStop() {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> loopControl -> onStop -> Stopping the Loop Gracefully. See you next time!"); }
logger.persist();
global.EVENT_SERVER_CLIENT_MODULE.raiseEvent(TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SESSION_KEY, 'Stopped')
processStopped()
return;
}
function onContinue() {
/* Indicator bots are going to be executed after a configured period of time after the last execution ended. This is to avoid overlapping executions. */
switch (nextWaitTime) {
case 'Waiting for Session': {
let waitTime = processConfig.sessionRunWaitTime
nextLoopTimeoutHandle = setTimeout(loop, waitTime);
let waitingTime = waitTime / 1000 / 60
let label = 'minute/s'
if (waitingTime < 1) {
waitingTime = waitTime / 1000
label = 'seconds'
}
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Waiting " + waitingTime + " " + label + " for " + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].session.type + " " + TS.projects.superalgos.globals.taskConstants.TASK_NODE.bot.processes[processIndex].session.name + " to be run. ")
logger.persist();
}
break
case 'Normal': {
let waitTime
if (processConfig.waitsForExecutionFinishedEvent === true) {
waitTime = 0
} else {
switch (bot.LEARNING_SESSION.type) {
case 'Live Trading Session': {
waitTime = bot.LEARNING_SESSION.learningParameters.timeFrame.config.value
break
}
case 'Fordward Tessting Session': {
waitTime = bot.LEARNING_SESSION.learningParameters.timeFrame.config.value
break
}
case 'Paper Trading Session': {
waitTime = bot.LEARNING_SESSION.learningParameters.timeFrame.config.value
break
}
case 'Backtesting Session': {
waitTime = 0
break
}
}
}
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> loopControl -> Restarting Loop in " + (waitTime / 1000 / 60) + " minute/s."); }
nextLoopTimeoutHandle = setTimeout(loop, waitTime);
let waitingTime = waitTime / 1000 / 60
let label = 'minute/s'
if (waitingTime < 1) {
waitingTime = waitTime / 1000
label = 'seconds'
}
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Waiting " + waitingTime + " " + label + " for next execution.")
logger.persist();
}
break;
case 'Retry': {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> loopControl -> Restarting Loop in " + (processConfig.retryWaitTime / 1000) + " seconds."); }
nextLoopTimeoutHandle = setTimeout(loop, processConfig.retryWaitTime);
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Trying to recover from some problem. Waiting " + processConfig.retryWaitTime / 1000 + " seconds for next execution.")
logger.persist();
}
break;
case 'Sleep': {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> loopControl -> Restarting Loop in " + (processConfig.sleepWaitTime / 60000) + " minutes."); }
nextLoopTimeoutHandle = setTimeout(loop, processConfig.sleepWaitTime);
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Waiting " + processConfig.sleepWaitTime / 60000 + " minutes for next execution.")
logger.persist();
}
break;
case 'Coma': {
if (FULL_LOG === true) { logger.write(MODULE_NAME, "[INFO] run -> loop -> loopControl -> Restarting Loop in " + (processConfig.comaWaitTime / 3600000) + " hours."); }
nextLoopTimeoutHandle = setTimeout(loop, processConfig.comaWaitTime);
TS.projects.superalgos.functionLibraries.processFunctions.processHeartBeat(processIndex, undefined, undefined, "Waiting " + processConfig.comaWaitTime / 3600000 + " hours for next execution.")
logger.persist();
}
break;
}
}
}
function shallWeStop(stopCallBack, continueCallBack) {
try {
/* IMPORTANT: This function is exactly the same on the 3 modules. */
if (!TS.projects.superalgos.globals.taskVariables.IS_TASK_STOPPING) {
continueCallBack();
} else {
stopCallBack();
}
} catch (err) {
logger.write(MODULE_NAME, "[ERROR] run -> loop -> shallWeStop -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
} catch (err) {
parentLogger.write(MODULE_NAME, "[ERROR] run -> loop -> err = " + err.stack);
global.unexpectedError = err.message
processStopped()
return
}
}
function processStopped() {
if (global.unexpectedError !== undefined) {
TS.projects.superalgos.functionLibraries.processFunctions.processError(TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).PROCESS_KEY, undefined, "An unexpected error caused the Process to stop.")
} else {
global.EVENT_SERVER_CLIENT_MODULE.raiseEvent(TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).PROCESS_KEY, 'Stopped')
}
sessionStopped()
logger.persist();
clearTimeout(nextLoopTimeoutHandle);
if (global.unexpectedError !== undefined) {
callBackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE)
} else {
callBackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_OK_RESPONSE)
}
}
function sessionStopped() {
if (bot.SESSION_STATUS === 'Running') {
global.EVENT_SERVER_CLIENT_MODULE.raiseEvent(TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SESSION_KEY, 'Stopped')
bot.SESSION_STATUS = 'Stopped'
}
}
} catch (err) {
parentLogger.write(MODULE_NAME, "[ERROR] run -> err = " + err.stack);
clearTimeout(nextLoopTimeoutHandle);
callBackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE);
}
}
};
@@ -1,218 +1,22 @@
exports.newMarkovDecisionProcess = function newMarkovDecisionProcess(bot, logger) {
/*
We call the Trading Engine to the data structure that is needed in order to exevute the
trading protocol with the specific rules defined at the Trading System.
*/
const MODULE_NAME = 'Markov Decision Process'
let thisObject = {
mantain: mantain,
reset: reset,
getNodeById: getNodeById,
cloneValues: cloneValues,
setCurrentCandle: setCurrentCandle,
setCurrentCycle: setCurrentCycle,
initializeNode: initializeNode,
initialize: initialize,
finalize: finalize
}
let tradingEngine
let sessionParameters
let nodesMap = new Map()
return thisObject
function initialize() {
tradingEngine = TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SIMULATION_STATE.tradingEngine
sessionParameters = bot.LEARNING_SESSION.learningParameters
initializeNodeMap(tradingEngine)
if (TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).IS_SESSION_FIRST_LOOP === true) {
/*
Here we will go through all the nodes in the Trading Engine hiriarchy and
apply the initial value to the value property when needed
*/
initializeNode(tradingEngine)
}
}
function finalize() {
tradingEngine = undefined
sessionParameters = undefined
nodesMap = undefined
}
function mantain() {
}
function reset() {
}
function getNodeById(NodeId) {
return nodesMap.get(NodeId)
}
function setCurrentCandle(candle) {
tradingEngine.current.episode.candle.begin.value = candle.begin
tradingEngine.current.episode.candle.end.value = candle.end
tradingEngine.current.episode.candle.open.value = candle.open
tradingEngine.current.episode.candle.close.value = candle.close
tradingEngine.current.episode.candle.min.value = candle.min
tradingEngine.current.episode.candle.max.value = candle.max
}
function setCurrentCycle(cycle) {
tradingEngine.current.episode.cycle.value = cycle
tradingEngine.current.episode.cycle.lastBegin.value = tradingEngine.current.episode.cycle.begin.value
tradingEngine.current.episode.cycle.lastEnd.value = tradingEngine.current.episode.cycle.end.value
switch (cycle) {
case 'First': {
tradingEngine.current.episode.cycle.begin.value =
tradingEngine.current.episode.candle.begin.value +
sessionParameters.timeFrame.config.value
tradingEngine.current.episode.cycle.end.value =
tradingEngine.current.episode.candle.begin.value +
sessionParameters.timeFrame.config.value +
sessionParameters.timeFrame.config.value / 2 - 1
break
}
case 'Second': {
tradingEngine.current.episode.cycle.begin.value =
tradingEngine.current.episode.candle.begin.value +
sessionParameters.timeFrame.config.value +
sessionParameters.timeFrame.config.value / 2
tradingEngine.current.episode.cycle.end.value =
tradingEngine.current.episode.candle.begin.value +
sessionParameters.timeFrame.config.value +
sessionParameters.timeFrame.config.value * 4 / 4 - 1
break
}
}
}
function cloneValues(originNode, destinationNode) {
if (originNode === undefined) { return }
if (destinationNode === undefined) { return }
/* Here copy the node value */
destinationNode.value = originNode.value
/* Now we go down through all the children of the origin node, assuming the destination node has the same children structure*/
let nodeDefinition = TS.projects.superalgos.globals.taskConstants.APP_SCHEMA_MAP.get(originNode.project + '-' + originNode.type)
if (nodeDefinition === undefined) { return }
if (nodeDefinition.properties !== undefined) {
let previousPropertyName // Since there are cases where there are many properties with the same name,because they can hold nodes of different types but only one at the time, we have to avoind counting each property of those as individual children.
for (let i = 0; i < nodeDefinition.properties.length; i++) {
let property = nodeDefinition.properties[i]
switch (property.type) {
case 'node': {
if (property.name !== previousPropertyName) {
if (originNode[property.name] !== undefined && destinationNode[property.name] !== undefined) {
cloneValues(originNode[property.name], destinationNode[property.name])
}
previousPropertyName = property.name
}
break
}
case 'array': {
if (originNode[property.name] !== undefined && destinationNode[property.name] !== undefined) {
let originNodePropertyArray = originNode[property.name]
let destinationNodePropertyArray = destinationNode[property.name]
for (let m = 0; m < originNodePropertyArray.length; m++) {
cloneValues(originNodePropertyArray[m], destinationNodePropertyArray[m])
}
}
break
}
}
}
}
}
function initializeNodeMap(node) {
if (node === undefined) { return }
/* Add to Node Map */
nodesMap.set(node.id, node)
/* Now we go down through all this node children */
let nodeDefinition = TS.projects.superalgos.globals.taskConstants.APP_SCHEMA_MAP.get(node.project + '-' + node.type)
if (nodeDefinition === undefined) { return }
if (nodeDefinition.properties !== undefined) {
let previousPropertyName // Since there are cases where there are many properties with the same name,because they can hold nodes of different types but only one at the time, we have to avoind counting each property of those as individual children.
for (let i = 0; i < nodeDefinition.properties.length; i++) {
let property = nodeDefinition.properties[i]
switch (property.type) {
case 'node': {
if (property.name !== previousPropertyName) {
if (node[property.name] !== undefined) {
initializeNodeMap(node[property.name])
}
previousPropertyName = property.name
}
break
}
case 'array': {
if (node[property.name] !== undefined) {
let nodePropertyArray = node[property.name]
for (let m = 0; m < nodePropertyArray.length; m++) {
initializeNodeMap(nodePropertyArray[m])
}
}
break
}
}
}
}
}
function initializeNode(node) {
if (node === undefined) { return }
/* Here we initialize the node value */
if (node.config !== undefined) {
if (node.config.initialValue !== undefined) {
node.value = node.config.initialValue
}
}
/* Now we go down through all this node children */
let nodeDefinition = TS.projects.superalgos.globals.taskConstants.APP_SCHEMA_MAP.get(node.project + '-' + node.type)
if (nodeDefinition === undefined) { return }
if (nodeDefinition.properties !== undefined) {
let previousPropertyName // Since there are cases where there are many properties with the same name,because they can hold nodes of different types but only one at the time, we have to avoind counting each property of those as individual children.
for (let i = 0; i < nodeDefinition.properties.length; i++) {
let property = nodeDefinition.properties[i]
switch (property.type) {
case 'node': {
if (property.name !== previousPropertyName) {
if (node[property.name] !== undefined) {
initializeNode(node[property.name])
}
previousPropertyName = property.name
}
break
}
case 'array': {
if (node[property.name] !== undefined) {
let nodePropertyArray = node[property.name]
for (let m = 0; m < nodePropertyArray.length; m++) {
initializeNode(nodePropertyArray[m])
}
}
break
}
}
}
}
}
}