Fixing Implementation Bugs

Projects/Superalgos/Plugins/Learning-Engines/Low-Frequency.json

@@ -1 +1 @@
-{"type":"Learning Engine","name":"Low-Frequency","project":"Superalgos","learningCurrent":{"type":"Learning Current","name":"New Learning Current","project":"Superalgos","learningEpisode":{"type":"Learning Episode","name":"New Learning Episode","project":"Superalgos","serialNumber":{"type":"Serial Number","name":"New Serial Number","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"2cc4ea2e-0c49-4dc4-be14-5c37dba3d4a3","savedPayload":{"position":{"x":11579.353376181454,"y":11483.233023771927},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"identifier":{"type":"Identifier","name":"New Identifier","config":"{\n\"initialValue\": \"\"\n}","project":"Superalgos","id":"5e87e4cf-d3cf-4ca3-90d0-bcc215ff32df","savedPayload":{"position":{"x":11553.745789630078,"y":11567.649923428959},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"begin":{"type":"Begin","name":"New Begin","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"7073b390-c791-428b-b75d-11d7bef076ee","savedPayload":{"position":{"x":11512.161325536144,"y":11645.44898372349},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"end":{"type":"End","name":"New End","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"f5dc8eea-94d7-41d7-9c44-3b044fa5cbb7","savedPayload":{"position":{"x":11456.198051533946,"y":11713.640430398615},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"beginRate":{"type":"Begin Rate","name":"New Begin Rate","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"f36a352e-9711-490f-9020-84bf3731f93c","savedPayload":{"position":{"x":11388.006604858821,"y":11769.603704400815},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"endRate":{"type":"End Rate","name":"New End Rate","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"0cd1e3ea-f314-4777-9988-bbde66dd2688","savedPayload":{"position":{"x":11310.207544564291,"y":11811.188168494748},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"status":{"type":"Status","name":"New Status","config":"{\n\"initialValue\": \"Not Open\"\n}","project":"Superalgos","id":"1961b061-f041-494f-8c47-004c672c23f3","savedPayload":{"position":{"x":11225.790644907258,"y":11836.795755046123},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"exitType":{"type":"Exit Type","name":"New Exit Type","config":"{\n\"initialValue\": \"No Exit\"\n}","project":"Superalgos","id":"9ffc4653-3d13-4036-b8aa-98e34ea6e497","savedPayload":{"position":{"x":11138,"y":11845.442378864669},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"headOfTheMarket":{"type":"Head Of The Market","name":"New Head Of The Market","config":"{\n\"initialValue\": false\n}","project":"Superalgos","id":"dc3294b4-3754-4154-808a-6531410f6378","savedPayload":{"position":{"x":11050.209355092742,"y":11836.795755046123},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"processDate":{"type":"Process Date","name":"New Process Date","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"a009dbfb-9fce-4787-9461-dc63cb0cdf03","savedPayload":{"position":{"x":10965.79245543571,"y":11811.188168494748},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"learningEpisodeCounters":{"type":"Learning Episode Counters","name":"New Learning Episode Counters","project":"Superalgos","periods":{"type":"Periods","name":"New Periods","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"74d652d9-7439-4a8f-a66e-588f1cb24686","savedPayload":{"position":{"x":10975.784040048437,"y":12210.957080582268},"targetPositLine truncated
+{"type":"Learning Engine","name":"Low-Frequency","project":"Superalgos","learningCurrent":{"type":"Learning Current","name":"New Learning Current","project":"Superalgos","learningEpisode":{"type":"Learning Episode","name":"New Learning Episode","project":"Superalgos","serialNumber":{"type":"Serial Number","name":"New Serial Number","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"2cc4ea2e-0c49-4dc4-be14-5c37dba3d4a3","savedPayload":{"position":{"x":11579.353376181454,"y":11483.233023771927},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"identifier":{"type":"Identifier","name":"New Identifier","config":"{\n\"initialValue\": \"\"\n}","project":"Superalgos","id":"5e87e4cf-d3cf-4ca3-90d0-bcc215ff32df","savedPayload":{"position":{"x":11553.745789630078,"y":11567.649923428959},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"begin":{"type":"Begin","name":"New Begin","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"7073b390-c791-428b-b75d-11d7bef076ee","savedPayload":{"position":{"x":11512.161325536144,"y":11645.44898372349},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"end":{"type":"End","name":"New End","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"f5dc8eea-94d7-41d7-9c44-3b044fa5cbb7","savedPayload":{"position":{"x":11456.198051533946,"y":11713.640430398615},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"beginRate":{"type":"Begin Rate","name":"New Begin Rate","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"f36a352e-9711-490f-9020-84bf3731f93c","savedPayload":{"position":{"x":11388.006604858821,"y":11769.603704400815},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"endRate":{"type":"End Rate","name":"New End Rate","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"0cd1e3ea-f314-4777-9988-bbde66dd2688","savedPayload":{"position":{"x":11310.207544564291,"y":11811.188168494748},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"status":{"type":"Status","name":"New Status","config":"{\n\"initialValue\": \"Not Open\"\n}","project":"Superalgos","id":"1961b061-f041-494f-8c47-004c672c23f3","savedPayload":{"position":{"x":11225.790644907258,"y":11836.795755046123},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"exitType":{"type":"Exit Type","name":"New Exit Type","config":"{\n\"initialValue\": \"No Exit\"\n}","project":"Superalgos","id":"9ffc4653-3d13-4036-b8aa-98e34ea6e497","savedPayload":{"position":{"x":11138,"y":11845.442378864669},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"headOfTheMarket":{"type":"Head Of The Market","name":"New Head Of The Market","config":"{\n\"initialValue\": false\n}","project":"Superalgos","id":"dc3294b4-3754-4154-808a-6531410f6378","savedPayload":{"position":{"x":11050.209355092742,"y":11836.795755046123},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"processDate":{"type":"Process Date","name":"New Process Date","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"a009dbfb-9fce-4787-9461-dc63cb0cdf03","savedPayload":{"position":{"x":10965.79245543571,"y":11811.188168494748},"targetPosition":{"x":11138,"y":11395.442378864669},"floatingObject":{"isPinned":false,"isFrozen":false,"isCollapsed":false,"angleToParent":2,"distanceToParent":4,"arrangementStyle":0},"uiObject":{}}},"learningEpisodeCounters":{"type":"Learning Episode Counters","name":"New Learning Episode Counters","project":"Superalgos","periods":{"type":"Periods","name":"New Periods","config":"{\n\"initialValue\": 0\n}","project":"Superalgos","id":"74d652d9-7439-4a8f-a66e-588f1cb24686","savedPayload":{"position":{"x":10975.784040048437,"y":12210.957080582268},"targetPositLine truncated

Projects/Superalgos/Schemas/AppSchema.json

@@ -4067,6 +4067,18 @@
         },
         "propertyNameAtParent": "learningEpisodeStatistics",
         "childrenNodesProperties": [
+            {
+                "name": "hitFail",
+                "type": "node",
+                "childType": "Hit Fail",
+                "autoAdd": true
+            },
+            {
+                "name": "days",
+                "type": "node",
+                "childType": "Days",
+                "autoAdd": true
+            },
             {
                 "name": "userDefinedStatistics",
                 "type": "array",
@@ -5592,7 +5604,7 @@
         "addLeftIcons": true,
         "level": 3,
         "attachingRules": {
-            "compatibleTypes": "->Trading Episode Statistics->Position Statistics->Order Statistics->"
+            "compatibleTypes": "->Trading Episode Statistics->Learning Episode Statistics->Position Statistics->Order Statistics->"
         },
         "propertyNameAtParent": "days"
     },
@@ -5970,7 +5982,7 @@
         "addLeftIcons": true,
         "level": 3,
         "attachingRules": {
-            "compatibleTypes": "->Trading Episode Statistics->Position Statistics->Position Base Asset->Position Quoted Asset->Episode Base Asset->Episode Quoted Asset->"
+            "compatibleTypes": "->Trading Episode Statistics->Learning Episode Statistics->Position Statistics->Position Base Asset->Position Quoted Asset->Episode Base Asset->Episode Quoted Asset->"
         },
         "propertyNameAtParent": "hitFail"
     },

Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningEpisode.js

@@ -55,14 +55,6 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
         learningEngine.learningCurrent.learningEpisode.begin.value = learningEngine.learningCurrent.learningEpisode.candle.begin.value
         learningEngine.learningCurrent.learningEpisode.end.value = learningEngine.learningCurrent.learningEpisode.candle.end.value
 
-        /* Getting the begin Balance from the session configuration */
-        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value = sessionParameters.sessionBaseAsset.config.initialBalance
-        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value = sessionParameters.sessionQuotedAsset.config.initialBalance
-
-        /* The current balance is also the begin balance, that is how this starts. */
-        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.balance.value = sessionParameters.sessionBaseAsset.config.initialBalance
-        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.balance.value = sessionParameters.sessionQuotedAsset.config.initialBalance
-
         /* Recording the opening at the Learning Engine Data Structure */
         learningEngine.learningCurrent.learningEpisode.status.value = 'Open'
         learningEngine.learningCurrent.learningEpisode.serialNumber.value = 1
@@ -78,8 +70,6 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
         learningEngine.learningCurrent.learningEpisode.status.value = 'Closed'
         learningEngine.learningCurrent.learningEpisode.end.value = learningEngine.learningCurrent.learningEpisode.candle.end.value
         learningEngine.learningCurrent.learningEpisode.endRate.value = learningEngine.learningCurrent.learningEpisode.candle.close.value
-        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.endBalance.value = learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.balance.value
-        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.endBalance.value = learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.balance.value
     }
 
     function resetEpisode() {
@@ -90,8 +80,6 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
         if (learningEngine.learningCurrent.learningEpisode.status.value === 'Open') {
             learningEngine.learningCurrent.learningEpisode.end.value = learningEngine.learningCurrent.learningEpisode.end.value + sessionParameters.timeFrame.config.value
             learningEngine.learningCurrent.learningEpisode.endRate.value = learningEngine.learningCurrent.learningEpisode.candle.close.value
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.endBalance.value = learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.balance.value
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.endBalance.value = learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.balance.value
         }
     }
 
@@ -109,7 +97,7 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
 
     function updateStatistics() {
 
-        /* Daus Calculation */
+        /* Days Calculation */
         learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.days.value =
             learningEngine.learningCurrent.learningEpisode.learningEpisodeCounters.periods.value *
             sessionParameters.timeFrame.config.value /
@@ -122,75 +110,6 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
         calculateEpisodeStatistics()
 
         function calculateAssetsStatistics() {
-            /* Updating Profit Loss */
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value =
-                learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.balance.value -
-                sessionParameters.sessionBaseAsset.config.initialBalance
-
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value =
-                learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.balance.value -
-                sessionParameters.sessionQuotedAsset.config.initialBalance
-
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value, 10)
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value, 10)
-
-            /* 
-            Updating ROI 
-            
-            https://www.investopedia.com/articles/basics/10/guide-to-calculating-roi.asp
-            */
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.ROI.value =
-                learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value /
-                learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value * 100
-
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.ROI.value =
-                learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value /
-                learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value * 100
-
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.ROI.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.ROI.value, 10)
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.ROI.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.ROI.value, 10)
-
-            /* Updating Hit Ratio */
-            if (learningEngine.learningCurrent.learningEpisode.learningEpisodeCounters.positions.value > 0) {
-                learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.hitRatio.value =
-                    learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.hits.value /
-                    learningEngine.learningCurrent.learningEpisode.learningEpisodeCounters.positions.value
-
-                learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.hitRatio.value =
-                    learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.hits.value /
-                    learningEngine.learningCurrent.learningEpisode.learningEpisodeCounters.positions.value
-
-                learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.hitRatio.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.hitRatio.value, 10)
-                learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.hitRatio.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.hitRatio.value, 10)
-            }
-
-            /* 
-            Updating Annualized Rate Of Return 
-            
-            https://www.investopedia.com/terms/a/annualized-rate.asp
-            */
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.annualizedRateOfReturn.value =
-                Math.pow(
-                    (
-                        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value +
-                        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value
-                    ) / learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value
-                    ,
-                    (365 / learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.days.value)
-                ) - 1
-
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.annualizedRateOfReturn.value =
-                Math.pow(
-                    (
-                        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value +
-                        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value
-                    ) / learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value
-                    ,
-                    (365 / learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.days.value)
-                ) - 1
-
-            learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.annualizedRateOfReturn.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.annualizedRateOfReturn.value, 10)
-            learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.annualizedRateOfReturn.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.annualizedRateOfReturn.value, 10)
 
             /* Updating Hit or Fail */
             if (learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value > 0) {
@@ -206,52 +125,6 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
         }
 
         function calculateEpisodeStatistics() {
-            /* Updating Profit Loss */
-            learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.profitLoss.value =
-                learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value * learningEngine.learningCurrent.learningEpisode.candle.close.value +
-                learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value
-
-            learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.profitLoss.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.profitLoss.value, 10)
-
-            /* 
-            Updating ROI 
-            
-            https://www.investopedia.com/articles/basics/10/guide-to-calculating-roi.asp
-            */
-            learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.ROI.value =
-                (
-                    learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value * learningEngine.learningCurrent.learningEpisode.endRate.value +
-                    learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value
-                ) / (
-                    learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value * learningEngine.learningCurrent.learningEpisode.beginRate.value +
-                    learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value
-                ) * 100
-
-            learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.ROI.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.ROI.value, 10)
-
-            /* 
-            Updating Annualized Rate Of Return
-            
-            https://www.investopedia.com/terms/a/annualized-rate.asp
-            */
-            learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.annualizedRateOfReturn.value =
-                Math.pow(
-                    (
-                        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value * learningEngine.learningCurrent.learningEpisode.beginRate.value +
-                        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value +
-                        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.profitLoss.value +
-                        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.profitLoss.value
-                    ) /
-                    (
-                        learningEngine.learningCurrent.learningEpisode.episodeBaseAsset.beginBalance.value * learningEngine.learningCurrent.learningEpisode.beginRate.value +
-                        learningEngine.learningCurrent.learningEpisode.episodeQuotedAsset.beginBalance.value
-                    )
-                    ,
-                    (365 / learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.days.value)
-                ) - 1
-
-            learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.annualizedRateOfReturn.value = TS.projects.superalgos.utilities.miscellaneousFunctions.truncateToThisPrecision(learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.annualizedRateOfReturn.value, 10)
-
             /* Updating Hit or Fail */
             if (learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.profitLoss.value > 0) {
                 learningEngine.learningCurrent.learningEpisode.learningEpisodeStatistics.hitFail.value = 'Hit'
@@ -263,58 +136,12 @@ exports.newSuperalgosBotModulesLearningEpisode = function (processIndex) {
 
     function updatedistanceToLearningEventsCounters() {
         /* Keeping Distance Counters Up-to-date while avoinding counting before the first event happens. */
+        /*
         if (
             learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.triggerOn.value > 0
         ) {
             learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.triggerOn.value++
         }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.triggerOff.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.triggerOff.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.takePosition.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.takePosition.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.closePosition.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.closePosition.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.nextPhase.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.nextPhase.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.moveToPhase.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.moveToPhase.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.createOrder.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.createOrder.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.cancelOrder.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.cancelOrder.value++
-        }
-
-        if (
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.closeOrder.value > 0
-        ) {
-            learningEngine.learningCurrent.learningEpisode.distanceToLearningEvent.closeOrder.value++
-        }
+        */
     }
 }

Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningOutput.js

@@ -41,7 +41,7 @@ exports.newSuperalgosBotModulesLearningOutput = function (processIndex) {
                 timeFrameLabel,
                 learningProcessDate,
                 fileStorage,
-                TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SIMULATION_STATE.learningEngine.tradingCurrent.learningEpisode.headOfTheMarket.value
+                TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SIMULATION_STATE.learningEngine.learningCurrent.learningEpisode.headOfTheMarket.value
             )
 
             await learningSimulationModuleObject.runSimulation(

Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js

@@ -26,8 +26,6 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
     let sessionParameters
     let dynamicIndicators
 
-    let learningStagesModuleObject = TS.projects.superalgos.botModules.learningStages.newSuperalgosBotModulesLearningStages(processIndex)
-
     return thisObject
 
     function initialize() {
@@ -38,8 +36,6 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
         learningSystem.conditions = new Map()
         learningSystem.formulas = new Map()
 
-        learningStagesModuleObject.initialize()
-
         /* Adding Functions used elsewhere to Learning System Definition */
         learningSystem.checkConditions = function (situation, passed) {
             /* Given a Situation, we check if all children conditions are true or not */
@@ -118,8 +114,6 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
     }
 
     function finalize() {
-        learningStagesModuleObject.finalize()
-        learningStagesModuleObject = undefined
 
         chart = undefined
         exchange = undefined
@@ -143,11 +137,10 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
     }
 
     function mantain() {
-        learningStagesModuleObject.mantain()
+
     }
 
     function reset() {
-        learningStagesModuleObject.reset()
 
         learningSystem.highlights = []
         learningSystem.errors = []
@@ -168,8 +161,6 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
         chart = pChart
         exchange = pExchange
         market = pMarket
-
-        learningStagesModuleObject.updateChart(pChart, pExchange, pMarket)
     }
 
     function buildDynamicIndicators() {
@@ -192,23 +183,6 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
             /* Dynamic Indicators */
             buildDynamicIndicators()
 
-            /* Run the Trigger Stage */
-            learningStagesModuleObject.runTriggerStage()
-
-            /* Run the Open Stage */
-            await learningStagesModuleObject.runOpenStage()
-
-            /* Run the Manage Stage */
-            learningStagesModuleObject.runManageStage()
-
-            /* Run the Close Stage */
-            await learningStagesModuleObject.runCloseStage()
-
-            /* Validation if we need to exit the position */
-            learningStagesModuleObject.exitPositionValidation()
-
-            learningStagesModuleObject.cycleBasedStatistics()
-
         } catch (err) {
             /* 
             If an error ocurred during execution, it was alreeady logged and

Projects/Superalgos/TS/Function-Libraries/SingleMarketFunctions.js

@@ -120,7 +120,7 @@
                         callBackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE);
                         return
                     } else {
-                        if (tradingMineNode.config.codeName === undefined) {
+                        if (learningMineNode.config.codeName === undefined) {
                             TS.projects.superalgos.globals.loggerVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).BOT_MAIN_LOOP_LOGGER_MODULE_OBJECT.write(MODULE_NAME, "[ERROR] start -> Learning Mine witn no codeName defined.");
                             callBackFunction(TS.projects.superalgos.globals.standardResponses.DEFAULT_FAIL_RESPONSE);
                             return

Projects/Superalgos/TS/Process-Modules/DataDependencies.js

@@ -107,17 +107,19 @@
                         map.set(key, true)
                     }
                 }
-            } else {
-                /*
-                If we did not receive any filters, like in the case of Indicators and Sensors,
-                we need to add the default exchange and market to these maps in order
-                for the following sections to work.
-                */
-                thisObject.filters.market.list.set(thisObject.defaultMarket, true)
-
-                thisObject.filters.exchange.list.set(thisObject.defaultExchange, true)
-                thisObject.filters.exchange.markets.set(thisObject.defaultExchange + '-' + thisObject.defaultMarket, true)
             }
+            /*
+            In case we do not receive any filters, like in the case of Indicators and Sensors,
+            or simply because the Learning System is still empty, 
+            we need to add the default exchange and market to these maps in order
+            for the following sections to work, and later we at least have candles at the
+            Learning Simulation.
+            */
+            thisObject.filters.market.list.set(thisObject.defaultMarket, true)
+
+            thisObject.filters.exchange.list.set(thisObject.defaultExchange, true)
+            thisObject.filters.exchange.markets.set(thisObject.defaultExchange + '-' + thisObject.defaultMarket, true)
+
             /*
              For each dependency declared at the curatedDependencyNodeArray, we will initialize a 
              DataSet as part of this initialization process.
@@ -204,7 +206,7 @@
                             */
                             if (dataDependency.referenceParent.parentNode.config.codeName !== 'Candles') {
                                 continue
-                            }                            
+                            }
                         }
                         addDataSet(exchange, market)
                     } else {