Test your AI Agents with the all-new Agent to Agent Testing Platform.Learn More

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}

Automation Testing Tutorials

Learn to execute automation testing from scratch with LambdaTest Learning Hub. Right from setting up the prerequisites to run your first automation test, to following best practices and diving deeper into advanced test scenarios. LambdaTest Learning Hubs compile a list of step-by-step guides to help you be proficient with different test automation frameworks i.e. Selenium, Cypress, TestNG etc.