text: exports.newAlgorithmicTradingBotModulesTradingSystem = function (processIndex) {
      /*
      The Trading System is the user defined set of rules compliant with the Trading Protocol that
      defines the trading logic to be applied during each cycle of the Simulation.
      */
      const MODULE_NAME = 'Trading System'
      let thisObject = {
          mantain: mantain,
          reset: reset,
          run: run,
          updateChart: updateChart,
          initialize: initialize,
          finalize: finalize
      }
  
      /*
      These 3 are the main data structures available to users
      when writing conditions and formulas.
      */
      let chart
      let exchange
      let market
  
      let tradingSystem
      let tradingEngine
      let sessionParameters
      let dynamicIndicators
  
      let tradingStagesModuleObject = TS.projects.algorithmicTrading.botModules.tradingStages.newAlgorithmicTradingBotModulesTradingStages(processIndex)
  
      let taskParameters = {
          market: TS.projects.foundations.globals.taskConstants.TASK_NODE.parentNode.parentNode.parentNode.referenceParent.baseAsset.referenceParent.config.codeName +
              '/' +
              TS.projects.foundations.globals.taskConstants.TASK_NODE.parentNode.parentNode.parentNode.referenceParent.quotedAsset.referenceParent.config.codeName
      }
      return thisObject
  
      function initialize() {
          tradingSystem = TS.projects.foundations.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SIMULATION_STATE.tradingSystem
          tradingEngine = TS.projects.foundations.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SIMULATION_STATE.tradingEngine
          sessionParameters = TS.projects.foundations.globals.processConstants.CONSTANTS_BY_PROCESS_INDEX_MAP.get(processIndex).SESSION_NODE.tradingParameters
  
          tradingSystem.conditions = new Map()
          tradingSystem.formulas = new Map()
  
          tradingStagesModuleObject.initialize()
  
          /* Adding Functions used elsewhere to Trading System Definition */
          tradingSystem.checkConditions = function (situation, passed) {
              /* Given a Situation, we check if all children conditions are true or not */
              for (let m = 0; m < situation.conditions.length; m++) {
  
                  let condition = situation.conditions[m]
                  let value = false
                  if (tradingSystem.conditions.get(condition.id) !== undefined) {
                      value = tradingSystem.conditions.get(condition.id)
                  }
                  if (value === true) {
                      tradingSystem.highlights.push(condition.id)
                  }
                  else {
                      passed = false
                  }
                  tradingSystem.values.push([condition.id, value])
              }
              return passed
          }
  
          tradingSystem.evalConditions = function (startingNode, descendentOfNodeType) {
              evalNode(startingNode, 'Conditions', descendentOfNodeType)
          }
  
          tradingSystem.evalFormulas = function (startingNode, descendentOfNodeType) {
              evalNode(startingNode, 'Formulas', descendentOfNodeType)
          }
  
          tradingSystem.evalUserCode = function (startingNode, descendentOfNodeType) {
            evalNode(startingNode, 'User Codes', descendentOfNodeType);
          }
  
          tradingSystem.addError = function (errorDataArray) {
              /*
              This function adds to the array of error info a rate.
              This rate will later help plotting the error at the
              charts.
              */
              let rate = tradingEngine.tradingCurrent.tradingEpisode.candle.close.value
              errorDataArray.push(rate)
              tradingSystem.errors.push(errorDataArray)
          }
  
          tradingSystem.addWarning = function (warningDataArray) {
              /*
              This function adds to the array of warning info a rate.
              This rate will later help plotting the warning at the
              charts.
              */
              let rate = tradingEngine.tradingCurrent.tradingEpisode.candle.close.value
              warningDataArray.push(rate)
              tradingSystem.warnings.push(warningDataArray)
          }
  
          tradingSystem.addInfo = function (infoDataArray) {
              /*
              This function adds to the array of warning info a rate.
              This rate will later help plotting the warning at the
              charts.
              */
              let rate = tradingEngine.tradingCurrent.tradingEpisode.candle.close.value
              infoDataArray.push(rate)
              tradingSystem.infos.push(infoDataArray)
          }
  
          function isItInside(elementWithTimestamp, elementWithBeginEnd) {
              /*
              The function is to allow in Conditions and Formulas to easily
              know when an element with timestamp (like the ones of
              single files) are inside the time range
              of an element with a time range, like a candle.
              */
              if (elementWithTimestamp.timestamp >= elementWithBeginEnd.begin && elementWithTimestamp.timestamp <= elementWithBeginEnd.end) {
                  return true
              } else {
                  return false
              }
          }
      }
  
      function finalize() {
          tradingStagesModuleObject.finalize()
          tradingStagesModuleObject = undefined
  
          chart = undefined
          exchange = undefined
          market = undefined
  
          tradingSystem.conditions = undefined
          tradingSystem.formulas = undefined
  
          tradingSystem.highlights = undefined
          tradingSystem.errors = undefined
          tradingSystem.warnings = undefined
          tradingSystem.infos = undefined
          tradingSystem.values = undefined
          tradingSystem.status = undefined
          tradingSystem.progress = undefined
          tradingSystem.running = undefined
  
          tradingSystem = undefined
          tradingEngine = undefined
          sessionParameters = undefined
          taskParameters = undefined
      }
  
      function mantain() {
          tradingStagesModuleObject.mantain()
      }
  
      function reset() {
          tradingStagesModuleObject.reset()
  
          tradingSystem.highlights = []
          tradingSystem.errors = []
          tradingSystem.warnings = []
          tradingSystem.infos = []
          tradingSystem.values = []
          tradingSystem.status = []
          tradingSystem.progress = []
          tradingSystem.running = []
          tradingSystem.announcements = []
      }
  
      function updateChart(pChart, pExchange, pMarket) {
          /*
          We need these 3 data structures  to be a local objects
          accessible while evaluating conditions and formulas.
          */
          chart = pChart
          exchange = pExchange
          market = pMarket
  
          tradingStagesModuleObject.updateChart(pChart, pExchange, pMarket)
      }
  
      function buildDynamicIndicators() {
          if (tradingSystem.dynamicIndicators !== undefined) {
              dynamicIndicators = {}
              /* Eval Dynamic Indicators */
              tradingSystem.evalFormulas(tradingSystem.dynamicIndicators, 'Indicator Function')
  
              for (let i = 0; i < tradingSystem.dynamicIndicators.indicatorFunctions.length; i++) {
                  let indicatorFunction = tradingSystem.dynamicIndicators.indicatorFunctions[i]
                  if (indicatorFunction.formula === undefined) { return }
                  if (indicatorFunction.config.codeName === undefined) { return }
                  dynamicIndicators[indicatorFunction.config.codeName] = tradingSystem.formulas.get(indicatorFunction.formula.id)
              }
          }
      }
  
      async function run() {
          try {
              /* Dynamic Indicators */
              buildDynamicIndicators()
  
              /* Run the Trigger Stage */
              tradingStagesModuleObject.runTriggerStage()
  
              /* Run the Open Stage */
              await tradingStagesModuleObject.runOpenStage()
  
              /* Run the Manage Stage */
              tradingStagesModuleObject.runManageStage()
  
              /* Run the Close Stage */
              await tradingStagesModuleObject.runCloseStage()
  
              /* Validation if we need to exit the position */
              tradingStagesModuleObject.exitPositionValidation()
  
              tradingStagesModuleObject.cycleBasedStatistics()
  
          } catch (err) {
              /*
              If an error occurred during execution, it was already logged and
              included at the errors array. That means we need to do nothing here,
              just prevent the execution to be halted for not handling exceptions.
              */
              if (typeof err === 'string' || err instanceof String) {
                  TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[ERROR] runExecution -> err = ' + err)
              }
              if (err.stack !== undefined) {
                  TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[ERROR] runExecution -> err = ' + err.stack)
              }
          }
      }
  
      function evalNode(node, evaluating, descendentOfNodeType, isDescendent) {
          if (node === undefined) { return }
  
          /* Verify if this node is descendent of the specified node type */
          if (isDescendent !== true) {
              if (node.type === descendentOfNodeType) {
                  isDescendent = true
              }
          }
  
          /* Here we check if there is a condition to be evaluated */
          if (node.type === 'Condition' && evaluating === 'Conditions') {
              /* We will eval this condition */
              if (isDescendent === true) {
                  evalCondition(node)
              }
          }
  
          /* Here we check if there is a formula to be evaluated */
          if ((node.type === 'Formula' || node.type === 'Announcement Formula') && evaluating === 'Formulas') {
              if (node.code !== undefined) {
                  /* We will eval this formula */
                  if (isDescendent === true) {
                      evalFormula(node)
                  }
              }
          }
  
          /* Here we check if there is a User Defined-Javascript Code to be evaluated: */
          if (node.type === 'Javascript Code' && evaluating === 'User Codes') {
            if (node.code !== undefined) {
              if (isDescendent === true) {
                evalJSCode(node);
              }
            }
          }
  
          /* Now we go down through all this node children */
          let schemaDocument = TS.projects.foundations.globals.taskConstants.APP_SCHEMA_MAP.get(node.project + '-' + node.type)
          if (schemaDocument === undefined) { return }
  
          if (schemaDocument.childrenNodesProperties !== 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 avoid counting each property of those as individual children.
              for (let i = 0; i < schemaDocument.childrenNodesProperties.length; i++) {
                  let property = schemaDocument.childrenNodesProperties[i]
  
                  switch (property.type) {
                      case 'node': {
                          if (property.name !== previousPropertyName) {
                              if (node[property.name] !== undefined) {
                                  evalNode(node[property.name], evaluating, descendentOfNodeType, isDescendent)
                              }
                              previousPropertyName = property.name
                          }
                          break
                      }
                      case 'array': {
                          if (node[property.name] !== undefined) {
                              let nodePropertyArray = node[property.name]
                              for (let m = 0; m < nodePropertyArray.length; m++) {
                                  evalNode(nodePropertyArray[m], evaluating, descendentOfNodeType, isDescendent)
                              }
                          }
                          break
                      }
                  }
              }
          }
      }
  
      function evalCondition(node) {
          let value
          let errorMessage
          let docs
          /*
          The code can be at the condition node if it was done with the Conditions Editor, or it can also be
          at a Javascript Code node. If there is a Javascript object we will give it preference and take the code
          from there. Otherwise we will take the code from the Condition node.
          */
          let code = node.code
          let nodeName = node.name
          if (node.javascriptCode !== undefined) {
              if (node.javascriptCode.code !== undefined) {
                  code = node.javascriptCode.code
                  nodeName = node.javascriptCode.name
              }
          }
  
          try {
              TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[INFO] evalCondition -> ' + node.name + ' -> code = ' + code)
              value = eval(code)
          } catch (err) {
              /*
                  One possible error is that the conditions references a .previous that is undefined. This
                  will not be considered an error.
              */
              value = false
              errorMessage = err.message
              docs = {
                  project: 'Foundations',
                  category: 'Topic',
                  type: 'TS LF Trading Bot Error - Evaluating Condition Error',
                  placeholder: {}
              }
              TS.projects.education.utilities.docsFunctions.buildPlaceholder(docs, err, nodeName, code, undefined)
          }
  
          tradingSystem.conditions.set(node.id, value)
  
          if (value === true) {
              tradingSystem.highlights.push(node.id)
          }
          if (errorMessage !== undefined) {
              tradingSystem.addError([node.id, errorMessage, docs])
              TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[ERROR] evalCondition -> errorMessage = ' + errorMessage)
          }
          if (value !== undefined) {
              tradingSystem.values.push([node.id, value])
          }
  
          TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[INFO] evalCondition -> value = ' + value)
      }
  
      function evalFormula(node) {
          let value
          let errorMessage
          let docs
  
          try {
              TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[INFO] evalFormula -> ' + node.name + ' -> code = ' + node.code)
              value = eval(node.code)
          } catch (err) {
              /*
                  One possible error is that the formula references a .previous that is undefined. This
                  will not be considered an error.
              */
              value = 0
              errorMessage = err.message
              docs = {
                  project: 'Foundations',
                  category: 'Topic',
                  type: 'TS LF Trading Bot Error - Evaluating Formula Error',
                  placeholder: {}
              }
              TS.projects.education.utilities.docsFunctions.buildPlaceholder(docs, err, node.name, node.code, undefined)
          }
  
          if (errorMessage !== undefined) {
              tradingSystem.addError([node.id, errorMessage, docs])
              TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[INFO] evalFormula -> errorMessage = ' + errorMessage)
              return
          } else {
              if (value !== undefined) {
                  if (node.type === 'Formula' && isNaN(value)) {
  
                      docs = {
                          project: 'Foundations',
                          category: 'Topic',
                          type: 'TS LF Trading Bot Error - Formula Value Not A Number',
                          placeholder: {}
                      }
                      TS.projects.education.utilities.docsFunctions.buildPlaceholder(docs, undefined, node.name, node.code, undefined, value)
  
                      tradingSystem.addError([node.id, 'Formula needs to return a numeric value.', docs])
                      return
                  }
  
                  tradingSystem.values.push([node.id, value])
                  tradingSystem.formulas.set(node.id, value)
              } else {
  
                  docs = {
                      project: 'Foundations',
                      category: 'Topic',
                      type: 'TS LF Trading Bot Error - Formula Value Not A Number',
                      placeholder: {}
                  }
                  TS.projects.education.utilities.docsFunctions.buildPlaceholder(docs, undefined, node.name, node.code, undefined, value)
  
                  tradingSystem.addError([node.id, 'Formula needs to return a numeric value.', docs])
                  return
  
              }
          }
  
          TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[INFO] evalFormula -> value = ' + value)
      }
  
      function evalJSCode(node) {
        let value
        let errorMessage
        let docs
  
        try {
          value = eval(node.code);
  
        } catch (err) {
          value = 0
          errorMessage = err.message
          docs = {
              project: 'Foundations',
              category: 'Topic',
              type: 'TS LF Trading Bot Error - Evaluating User Code Error',
              placeholder: {}
          }
          TS.projects.education.utilities.docsFunctions.buildPlaceholder(docs, err, node.name, node.code, undefined)
        }
  
        if (errorMessage !== undefined) {
            tradingSystem.addError([node.id, errorMessage, docs])
            TS.projects.foundations.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, '[INFO] evalFormula -> errorMessage = ' + errorMessage)
            return
        }
      }
  }