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How to use ToDataPoints method of Microsoft.Coyote.Benchmarking.MathHelpers class

Best Coyote code snippet using Microsoft.Coyote.Benchmarking.MathHelpers.ToDataPoints

Storage.cs

Source:Storage.cs

...337                meanStdDevTime = MathHelpers.StandardDeviation(from i in data select i.Time);338                meanStdDevMemory = MathHelpers.StandardDeviation(from i in data select i.Memory);339                meanStdDevCpu = MathHelpers.StandardDeviation(from i in data select i.Cpu);340            }341            double timeSlope = MathHelpers.LinearRegression(MathHelpers.ToDataPoints(from i in data select i.Time)).Slope / meanTime;342            double memSlope = MathHelpers.LinearRegression(MathHelpers.ToDataPoints(from i in data select i.Memory)).Slope / meanMemory;343            double cpuSlope = MathHelpers.LinearRegression(MathHelpers.ToDataPoints(from i in data select i.Cpu)).Slope / meanCpu;344            // more than 10% slope we have a problem!345            if (timeSlope > 0.1)346            {347                this.Comments = "Slow down?";348            }349            else if (memSlope > 0.1)350            {351                this.Comments = "Memory leak?";352            }353            else if (cpuSlope > 0.1)354            {355                this.Comments = "Thread leak?";356            }357            this.TimeMean = meanTime;...

MathHelpers.cs

Source:MathHelpers.cs

...136        }137        /// <summary>138        /// Convert the list of doubles into a list of DataPoints.139        /// </summary>140        public static List<DataPoint> ToDataPoints(IEnumerable<double> values)141        {142            int index = 0;143            return new List<DataPoint>(from v in values select new DataPoint(index++, v));144        }145        /// <summary>146        /// Return the covariance in the given x,y values.147        /// The sum of the difference between x and its mean times the difference between y and its mean.148        /// </summary>149        public static double Covariance(IEnumerable<DataPoint> pts)150        {151            double xsum = 0;152            double ysum = 0;153            double count = 0;154            foreach (var d in pts)...

ToDataPoints

Using AI Code Generation

1using System;2using System.Collections.Generic;3using System.Linq;4using System.Text;5using System.Threading.Tasks;6using Microsoft.Coyote.Benchmarking;7{8    {9        static void Main(string[] args)10        {11            Console.WriteLine("Hello World!");12            double[] a = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };13            double[] b = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };14            MathHelpers.ToDataPoints(a, b);15        }16    }17}18using System;19using System.Collections.Generic;20using System.Linq;21using System.Text;22using System.Threading.Tasks;23using Microsoft.Coyote.Benchmarking;24{25    {26        static void Main(string[] args)27        {28            Console.WriteLine("Hello World!");29            double[] a = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };30            double[] b = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };31            MathHelpers.ToDataPoints(a, b);32        }33    }34}35using System;36using System.Collections.Generic;37using System.Linq;38using System.Text;39using System.Threading.Tasks;40using Microsoft.Coyote.Benchmarking;41{42    {43        static void Main(string[] args)44        {45            Console.WriteLine("Hello World!");46            double[] a = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };47            double[] b = { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };48            MathHelpers.ToDataPoints(a, b);49        }50    }51}

ToDataPoints

Using AI Code Generation

1{2    public static void Main(string[] args)3    {4        double[] x = { 1, 2, 3, 4, 5 };5        double[] y = { 1, 2, 3, 4, 5 };6        DataPoint[] dataPoints = MathHelpers.ToDataPoints(x, y);7    }8}9{10    public static void Main(string[] args)11    {12        double[] x = { 1, 2, 3, 4, 5 };13        double[] y = { 1, 2, 3, 4, 5 };14        DataPoint[] dataPoints = MathHelpers.ToDataPoints(x, y);15    }16}17{18    public static void Main(string[] args)19    {20        double[] x = { 1, 2, 3, 4, 5 };21        double[] y = { 1, 2, 3, 4, 5 };22        DataPoint[] dataPoints = MathHelpers.ToDataPoints(x, y);23    }24}25{26    public static void Main(string[] args)27    {28        double[] x = { 1, 2, 3, 4, 5 };29        double[] y = { 1, 2, 3, 4, 5 };30        DataPoint[] dataPoints = MathHelpers.ToDataPoints(x, y);31    }32}33{34    public static void Main(string[] args)35    {36        double[] x = { 1, 2, 3, 4, 5 };37        double[] y = { 1, 2, 3, 4, 5 };38        DataPoint[] dataPoints = MathHelpers.ToDataPoints(x, y);39    }40}

ToDataPoints

Using AI Code Generation

1using Microsoft.Coyote.Benchmarking;2List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data);3using Microsoft.Coyote.Benchmarking;4List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1);5using Microsoft.Coyote.Benchmarking;6List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1, 2);7using Microsoft.Coyote.Benchmarking;8List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1, 2, 3);9using Microsoft.Coyote.Benchmarking;10List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1, 2, 3, 4);11using Microsoft.Coyote.Benchmarking;12List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1, 2, 3, 4, 5);13using Microsoft.Coyote.Benchmarking;14List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1, 2, 3, 4, 5, 6);15using Microsoft.Coyote.Benchmarking;16List<DataPoint> dataPoints = MathHelpers.ToDataPoints(data, 0, 1, 2, 3, 4, 5, 6, 7);

ToDataPoints

Using AI Code Generation

1using System;2using System.Collections.Generic;3using System.Text;4using Microsoft.Coyote.Benchmarking;5using Microsoft.Coyote.Benchmarking.Results;6using Microsoft.Coyote.Benchmarking.Results.Logs;7using Microsoft.Coyote.Benchmarking.Results.Logs.Events;8{9    {10        static void Main(string[] args)11        {12            var log = new Log("CoyoteLog.txt");13            var stats = log.GetRuntimeStatistics();14            var points = MathHelpers.ToDataPoints(stats);15            foreach (var point in points)

ToDataPoints

Using AI Code Generation

1using System;2using System.Collections.Generic;3using System.Linq;4using System.Text;5using System.Threading.Tasks;6using Microsoft.Coyote.Benchmarking;7using Microsoft.Coyote.Benchmarking.Results;8{9    {10        static void Main(string[] args)11        {12            List<double> list = new List<double>();13            list.Add(1.2);14            list.Add(2.3);15            list.Add(3.4);16            list.Add(4.5);17            list.Add(5.6);18            list.Add(6.7);19            list.Add(7.8);20            list.Add(8.9);21            list.Add(9.1);22            list.Add(10.2);23            List<DataPoint> list2 = MathHelpers.ToDataPoints(list);24            foreach (DataPoint d in list2)25            {26                Console.WriteLine(d.X + " " + d.Y);27            }28            Console.ReadLine();29        }30    }31}32using System;33using System.Collections.Generic;34using System.Linq;35using System.Text;36using System.Threading.Tasks;37using Microsoft.Coyote.Benchmarking;38using Microsoft.Coyote.Benchmarking.Results;39{40    {41        static void Main(string[] args)42        {43            List<double> list = new List<double>();44            list.Add(1.2);45            list.Add(2.3);46            list.Add(3.4);47            list.Add(4.5);48            list.Add(5.6);49            list.Add(6.7);50            list.Add(7.8);51            list.Add(8.9);52            list.Add(9.1);53            list.Add(10.2);54            List<DataPoint> list2 = MathHelpers.ToDataPoints(list);55            foreach (DataPoint d in list2)56            {57                Console.WriteLine(d.X + " " + d.Y);58            }59            Console.ReadLine();60        }61    }62}

ToDataPoints

Using AI Code Generation

1public static DataPoint[] ToDataPoints(double[] data)2{3    var points = new DataPoint[data.Length];4    for (int i = 0; i < data.Length; i++)5    {6        points[i] = new DataPoint(i, data[i]);7    }8    return points;9}10public static DataPoint[] ToDataPoints(double[] data, int startIndex, int length)11{12    var points = new DataPoint[length];13    for (int i = 0; i < length; i++)14    {15        points[i] = new DataPoint(i + startIndex, data[i]);16    }17    return points;18}19public static DataPoint[] ToDataPoints(double[] data, int startIndex, int length, int step)20{21    var points = new DataPoint[length];22    for (int i = 0; i < length; i++)23    {24        points[i] = new DataPoint(i * step + startIndex, data[i]);25    }26    return points;27}28public static DataPoint[] ToDataPoints(double[] data, int startIndex, int length, int step, double offset)29{30    var points = new DataPoint[length];31    for (int i = 0; i < length; i++)32    {33        points[i] = new DataPoint(i * step + startIndex, data[i] + offset);34    }35    return points;36}

ToDataPoints

Using AI Code Generation

1using System;2using System.Collections.Generic;3using System.Linq;4using System.Text;5using System.Threading.Tasks;6using Microsoft.Coyote.Benchmarking;7{8    {9        static void Main(string[] args)10        {11            double[] x = new double[] { 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 };12            double[] y = new double[] { 0.1, 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1 };13            DataPoint[] dataPoints = MathHelpers.ToDataPoints(x, y);14            Console.WriteLine(dataPoints[0].X);15            Console.WriteLine(dataPoints[0].Y);16            Console.WriteLine(dataPoints[1].X);17            Console.WriteLine(dataPoints[1].Y);18            Console.WriteLine(dataPoints[2].X);19            Console.WriteLine(dataPoints[2].Y);20            Console.WriteLine(dataPoints[3].X);21            Console.WriteLine(dataPoints[3].Y);22            Console.WriteLine(dataPoints[4].X);23            Console.WriteLine(dataPoints[4].Y);24            Console.WriteLine(dataPoints[5].X);25            Console.WriteLine(dataPoints[5].Y);26            Console.WriteLine(dataPoints[6].X);27            Console.WriteLine(dataPoints[6].Y);28            Console.WriteLine(dataPoints[7].X);29            Console.WriteLine(dataPoints[7].Y);30            Console.WriteLine(dataPoints[8].X);31            Console.WriteLine(dataPoints[8].Y);32            Console.WriteLine(dataPoints[9].X);33            Console.WriteLine(dataPoints[9].Y);34            Console.ReadLine();35        }36    }37}38using System;

ToDataPoints

Using AI Code Generation

1using System;2using System.Collections.Generic;3using Microsoft.Coyote.Benchmarking;4using Microsoft.Coyote.Benchmarking.Results;5{6    {7        static void Main(string[] args)8        {9            Func<double, double, double> f = (x, y) => x * x + y * y - 1;10            double xMin = -1;11            double xMax = 1;12            double yMin = -1;13            double yMax = 1;14            int xPoints = 100;15            int yPoints = 100;16            var dataPoints = MathHelpers.ToDataPoints(f, xMin, xMax, yMin, yMax, xPoints, yPoints);17            foreach (var dataPoint in dataPoints)18            {19                Console.WriteLine("x: {0}, y: {1}, z: {2}", dataPoint.X, dataPoint.Y, dataPoint.Z);20            }21        }22    }23}

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