fixed the croptype change and runs the ML for those that change in the middle of the day with no lag
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Game1/Content/Example.png
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@ -14,7 +14,7 @@ class Crops
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private int cropType = 0;
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private float Timer = 1;
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private int UpdateCrop;
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private float fullTimer;
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private float fullTimer = 1;
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private bool housePos = false;
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private Vector2 Size;
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private Random r = new Random();
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@ -24,6 +24,7 @@ class Crops
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private float tempRain;
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private float prevpred;
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private DayNightCycle Time = new DayNightCycle();
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private int previousDay = 0;
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@ -244,13 +245,17 @@ class Crops
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public void setCropType(int Type, CropTypes nCropType)
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{
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DataSet = nCropType;
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cropType = Type;
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if (Status == 3)
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if (Timer == fullTimer)
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{
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soilProperties.Area = r.Next(nCropType.AreaMin, nCropType.AreaMax);
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CropTypes temp = DataSet;
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DataSet = nCropType;
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cropType = Type;
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if (Status > 1)
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{
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soilProperties.Area = r.Next(nCropType.AreaMin, nCropType.AreaMax);
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if (temp != nCropType)
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updateMLModel(DataSet, 1.0f);
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}
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}
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}
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@ -275,6 +280,7 @@ class Crops
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public void setStatus(int newStatus)
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{
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Status = newStatus;
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Timer = getCropTimer();
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}
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public void setOriginalStatus()
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@ -334,25 +340,9 @@ class Crops
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public float getProductionRate(CropTypes Sample)
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{
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float predProd = 1.0f;
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if (Status > 1 && Time.nDay())
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if (Status > 1 && Time.getDays() != previousDay)
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{
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bool correctSeason = false;
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foreach (string i in Sample.Season)
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{
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if (i == Time.getTimeOfYear() || i == "Whole Year")
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{
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correctSeason = true;
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break;
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}
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}
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if (correctSeason)
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{
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predProd = Game1.Sources.ML_Joel.Engine.PredictProductionwithRainfall(soilProperties, Time);
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predProd = (predProd / soilProperties.Area) / 2;
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}
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else
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predProd = 0.20f;
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predProd = updateMLModel(Sample, predProd);
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}
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prevpred = predProd;
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ProductionRate = 1;
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@ -396,6 +386,30 @@ class Crops
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return ProductionRate * prevpred;
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}
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public float updateMLModel(CropTypes Sample, float predProd)
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{
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previousDay = Time.getDays();
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bool correctSeason = false;
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foreach (string i in Sample.Season)
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{
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if (i == Time.getTimeOfYear() || i == "Whole Year")
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{
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correctSeason = true;
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break;
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}
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}
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if (correctSeason)
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{
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predProd = Game1.Sources.ML_Joel.Engine.PredictProductionwithRainfall(soilProperties, Time);
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predProd = (predProd / soilProperties.Area) / 2;
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}
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else
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predProd = 0.20f;
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return predProd;
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}
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public float getProductionRate()
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{
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return ProductionRate;
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@ -20,7 +20,7 @@ class Farm
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private float[][] whiteNoise;
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private float[][] perlinNoise;
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private DayNightCycle Time;
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private float updatePerc = 0.10f;
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private float updatePerc = 0.01f;
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private float updateProgress = 0;
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private float nextUpdate = 0;
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private int productionUpdate = 0;
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@ -141,7 +141,7 @@ class Farm
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Update = 0;
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}
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updateRainMapPosition(Size);
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if (productionUpdate == 60)
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if (productionUpdate == 2)
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{
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nextUpdate = updateProgress + updatePerc;
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for (int i = (int)(updateProgress * Size.X); i < nextUpdate * Size.X; i++)
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@ -11,7 +11,7 @@ using Microsoft.ML.Trainers.LightGbm;
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class MLModel
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{
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private static MLContext mlContext = new MLContext(seed: 1);
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/*
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private static string path = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/Fertilizer_Prediction.csv";
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private static string modelpath = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodel";
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private static string report = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report";
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@ -19,15 +19,15 @@ class MLModel
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private static string pathBig = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/BigFertPredict.csv";
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private static string modelpathBig = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodelBig";
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private static string reportBig = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report_BigModel";
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/*
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private static string pathBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/BigFertPredict.csv";
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private static string modelpathBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodelBig";
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private static string reportBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_BigModel";
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*/
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private static string pathBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/BigFertPredict.csv";
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private static string modelpathBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodelBig";
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private static string reportBig = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_BigModel";
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private static string path = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Fertilizer_Prediction.csv";
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private static string modelpath = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel";
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private static string report = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report";
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private static string path = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Fertilizer_Prediction.csv";
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private static string modelpath = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel";
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private static string report = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report";
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*/
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// Loading data, creatin and saving ML model for smaller dataset (100)
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public static void CreateModel()
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{
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@ -13,7 +13,7 @@ namespace Game1.Sources.ML_Joel
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class Model
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{
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private static MLContext mlContext = new MLContext(seed: 1);
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/*
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private static string path = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/Rainfall.csv";
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private static string modelpath = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodel_Joel";
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private static string report = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report_Joel";
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@ -21,8 +21,8 @@ namespace Game1.Sources.ML_Joel
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private static string path_area = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/Rainfall_area.csv";
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private static string modelpath_area = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/MLmodel_Joel_area";
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private static string report_area = "C:/Users/Oskar/source/repos/PotatoPlanFinal/Game1/Content/ML/report_Joel_area";
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*/
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/*
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private static string path = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Rainfall.csv";
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private static string modelpath = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel_Joel";
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private static string report = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_Joel";
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@ -30,7 +30,7 @@ namespace Game1.Sources.ML_Joel
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private static string path_area = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/Rainfall_area.csv";
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private static string modelpath_area = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/MLmodel_Joel_area";
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private static string report_area = "C:/Users/Joel/source/repos/Oskars Repo/Game1/Content/ML/report_Joel_area";
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*/
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// Loading data, creatin and saving ML model for smaller dataset (100)
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public static void CreateModel()
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{
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