From 9cd43d5ee55883ddf7afd7616fdf312b83cabb0d Mon Sep 17 00:00:00 2001
From: Luis Fernando Molina <Luis-Fernando-Molina@users.noreply.github.com>
Date: Mon, 22 Feb 2021 10:22:55 +0100
Subject: [PATCH] Docs remembering last page when tab is closed

---
 .../LearningSimulation.js                     |  2 ++
 .../Low-Frequency-Learning/LearningSystem.js  |  5 +++++
 .../UI/Spaces/Docs-Space/DocsSpace.js         |  1 -
 .../TensorFlowLibrary.js                      | 21 ++++++++++++++++---
 4 files changed, 25 insertions(+), 4 deletions(-)

diff --git a/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSimulation.js b/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSimulation.js
index ea0509c0c..1180b6821 100644
--- a/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSimulation.js
+++ b/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSimulation.js
@@ -268,6 +268,8 @@ exports.newSuperalgosBotModulesLearningSimulation = function (processIndex) {
                 }
             }
 
+            await learningSystemModuleObject.saveModel()
+
             learningSystemModuleObject.finalize()
             learningRecordsModuleObject.finalize()
             learningEpisodeModuleObject.finalize()
diff --git a/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js b/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js
index 4826253b1..cd8cfe6e1 100644
--- a/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js
+++ b/Projects/Superalgos/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/LearningSystem.js
@@ -5,6 +5,7 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
     */
     const MODULE_NAME = 'Learning System'
     let thisObject = {
+        saveModel: saveModel, 
         mantain: mantain,
         reset: reset,
         run: run,
@@ -182,6 +183,10 @@ exports.newSuperalgosBotModulesLearningSystem = function (processIndex) {
         learningEngine = undefined
         sessionParameters = undefined
     }
+    
+    async function  saveModel() {
+        await machineLearningLibraryModuleObject.saveModel()
+    }
 
     function mantain() {
         machineLearningLibraryModuleObject.mantain()
diff --git a/Projects/Superalgos/UI/Spaces/Docs-Space/DocsSpace.js b/Projects/Superalgos/UI/Spaces/Docs-Space/DocsSpace.js
index 8ab22970f..9976c4bd9 100644
--- a/Projects/Superalgos/UI/Spaces/Docs-Space/DocsSpace.js
+++ b/Projects/Superalgos/UI/Spaces/Docs-Space/DocsSpace.js
@@ -272,7 +272,6 @@ function newSuperalgosDocSpace() {
 
     function onClosing() {
         thisObject.contextMenu.removeContextMenuFromScreen()
-        UI.projects.superalgos.spaces.docsSpace.currentDocumentBeingRendered = undefined
         thisObject.isVisible = false
     }
 
diff --git a/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js b/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js
index 04e7e7e3a..e19039f19 100644
--- a/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js
+++ b/Projects/TensorFlow/TS/Bot-Modules/Learning-Bot/Low-Frequency-Learning/TensorFlowLibrary.js
@@ -2,6 +2,7 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
 
     const MODULE_NAME = 'Time Series Forcasting Tensor Flow JS Learning Algorithm'
     let thisObject = {
+        saveModel: saveModel,
         updateChart: updateChart,
         mantain: mantain,
         reset: reset,
@@ -112,6 +113,7 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
                                 break
                             }
                             case 'Functional Model': {
+                                /* To be implemented some day...*/
                                 break
                             }
                         }
@@ -119,6 +121,7 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
                     }
                     case 'Code API': {
                         tensorFlowAPI = require("@tensorflow/tfjs-core")
+                        /* To be implemented some day...*/
                         break
                     }
                 }
@@ -309,6 +312,18 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
         tensorFlowData = undefined
     }
 
+    async function saveModel() {
+
+        let fileName = learningSystem.machineLearningLibrary.typeOfLearning.typeOfModel.model.config.codeName
+        let filePath =
+            global.env.PATH_TO_DATA_STORAGE + '/' +
+            TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).FILE_PATH_ROOT +
+            '/Output/' +
+            TS.projects.superalgos.globals.processVariables.VARIABLES_BY_PROCESS_INDEX_MAP.get(processIndex).SESSION_FOLDER_NAME // + '/' + 'Model' 
+
+        await tensorFlowModel.save('file://' + filePath + '/' + fileName)
+    }
+
     function updateChart(pChart, pExchange, pMarket) {
         /* 
           We need these 3 data structures  to be a local objects 
@@ -371,12 +386,12 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
         tensorFlowData = require("@tensorflow/tfjs-data")
 
         function* featuresGenerator() {
-            console.log('Features: ' + features)
+            //console.log('Features: ' + features)
             yield features
         }
 
         function* labelsGenerator() {
-            console.log('Labels: ' + labels)
+            //console.log('Labels: ' + labels)
             yield labels
         }
 
@@ -408,7 +423,7 @@ exports.newTensorFlowBotModulesTensorFlowLibrary = function (processIndex) {
             epochs: ecpochs
         })
 
-        tensorFlowModel.summary()
+        //tensorFlowModel.summary()
 
     }