setDbInitializer();
ModelMetadataProviders.Current = new MappedMetadataProvider(Mapper.Engine.ConfigurationProvider);
var modelValidatorProvider = ModelValidatorProviders.Providers
      .Single(provider => provider is DataAnnotationsModelValidatorProvider);
ModelValidatorProviders.Providers.Remove(modelValidatorProvider);
ModelValidatorProviders.Providers.Add(new MappedValidatorProvider(Mapper.Engine.ConfigurationProvider));

using System;
using System.Collections.Generic;

namespace Test
{
    public class Table
    {
        public Header Header { set; get; }
        public IList<Cell> Cells { set; get; }
        public float Width { set; get; }
    }

    public class Header
    {
        public string Title { set; get; }
        public DateTime Date { set; get; }
        public IList<Cell> Cells { set; get; }
    }

    public class Cell
    {
        public string Caption { set; get; }
        public float Width { set; get; }
    }
}

using System;
using System.Collections.Generic;

namespace Test
{
    public class TableApi
    {
        public Table CreateTable(Action<TableCreator> action)
        {
            var creator = new TableCreator();
            action(creator);
            return creator.TheTable;
        }
    }

    public class TableCreator
    {
        readonly Table _theTable = new Table();
        internal Table TheTable
        {
            get { return _theTable; }
        }

        public void Width(float value)
        {
            _theTable.Width = value;
        }

        public void AddHeader(Action<HeaderCreator> action)
        {
            _theTable.Header = ...
        }

        public void AddCells(Action<CellsCreator> action)
        {
            _theTable.Cells = ...
        }        
    }
}

using System;
using System.Collections.Generic;

namespace Test
{
    public class CellsCreator
    {
        readonly IList<Cell> _cells = new List<Cell>();
        internal IList<Cell> Cells
        {
            get { return _cells; }
        }

        public void AddCell(string caption, float width)
        {
            _cells.Add(new Cell { Caption = caption, Width = width });
        }
    }

    public class HeaderCreator
    {
        readonly Header _header = new Header();
        internal Header Header
        {
            get { return _header; }
        }

        public void Title(string title)
        {
            _header.Title = title;
        }

        public void Date(DateTime value)
        {
            _header.Date = value;
        }

        public void AddCells(Action<CellsCreator> action)
        {
            var creator = new CellsCreator();
            action(creator);
            _header.Cells = creator.Cells;
        }
    }
}

using System;
using System.Collections.Generic;

namespace Test
{
    public class TableCreator
    {
        readonly Table _theTable = new Table();
        internal Table TheTable
        {
            get { return _theTable; }
        }

        public void Width(float value)
        {
            _theTable.Width = value;
        }

        public void AddHeader(Action<HeaderCreator> action)
        {
            var creator = new HeaderCreator();
            action(creator);
            _theTable.Header = creator.Header;
        }

        public void AddCells(Action<CellsCreator> action)
        {
            var creator = new CellsCreator();
            action(creator);
            _theTable.Cells = creator.Cells;
        }
    }

    public class CellsCreator
    {
        readonly IList<Cell> _cells = new List<Cell>();
        internal IList<Cell> Cells
        {
            get { return _cells; }
        }

        public void AddCell(string caption, float width)
        {
            _cells.Add(new Cell { Caption = caption, Width = width });
        }
    }

    public class HeaderCreator
    {
        readonly Header _header = new Header();
        internal Header Header
        {
            get { return _header; }
        }

        public void Title(string title)
        {
            _header.Title = title;
        }

        public void Date(DateTime value)
        {
            _header.Date = value;
        }

        public void AddCells(Action<CellsCreator> action)
        {
            var creator = new CellsCreator();
            action(creator);
            _header.Cells = creator.Cells;
        }
    }
}

var data = new TableApi().CreateTable(table =>
            {
                table.Width(1);
                table.AddHeader(header=>
                {
                    header.Title("new rpt");
                    header.Date(DateTime.Now);
                    header.AddCells(cells=>
                    {
                        cells.AddCell("cell 1", 1);
                        cells.AddCell("cell 2", 2);
                    });
                });
                table.AddCells(tableCells=>
                {
                    tableCells.AddCell("c 1", 1);
                    tableCells.AddCell("c 2", 2);
                });
            });

 var array = new JArray(1, 2, 3);
var arrayToJson = array.ToString();

 var json = "[1,2,3]";
var jArray= JArray.Parse(json);
var val = (int)jArray[0];

 var jObject = new JObject(
new JProperty("prop1", "value1"),
new JProperty("prop2", "value2")
);
var jObjectToJson = jObject.ToString();

 dynamic jObj = new JObject();
jObj.Prop1 = "value1";
jObj.Prop2 = "value2";
jObj.Roles = new[] {"Admin", "User"};

 var json = "{ 'prop1': 'value1', 'prop2': 'value2'}";
var jObj = JObject.Parse(json);
var val1 = (string)jObj["prop1"];

 var array = @"[
{
  'prop1': 'value1',
  'prop2': 'value2'
},
{
  'prop1': 'test1',
  'prop2': 'test2'
}
]";
var objects = JArray.Parse(array);
var obj1 = objects.FirstOrDefault(token => (string) token["prop1"] == "value1");

 var values = objects.OrderBy(token => (string) token["prop1"])
.Select(token => new {Value = (string) token["prop2"]})
.ToList();

 var array = @"[
{
  'prop1': 'value1',
  'prop2': [1,2]
},
{
  'prop1': 'test1',
  'prop2': [1,2,3]
}
]";
var objects = JArray.Parse(array);
var objectContaining3 = objects.Where(token => token["prop2"].Any(v => (int)v == 3)).ToList();

 try {
     int i=0;
     string s = "hello";
     i = Convert.ToInt32(s);
} catch (Exception ex)
{
     Console.WriteLine("Error");
}
Console.WriteLine("I am here!");

  public static int GetMyInt()
 {
     try {
          for (int i=10;i>=0;i--)
             Console.WriteLine(10/i);
         return 1;
     } catch
     {
         Console.WriteLine("Error!");
     }
     finally {
         Console.WriteLine("ok");
     }
     Console.WriteLine("can you reach here?");  
     return -1;  
 }

public static int GetMyInt()
 {
     try {
          for (int i=10;i>=1;i--)
             Console.WriteLine(10/i);
         return 1;
     } catch
     {
         Console.WriteLine("Error!");
     }
     finally {
         Console.WriteLine("ok");
     }
     Console.WriteLine("can you reach here?");  
     return -1;  
 }

<Project Sdk="Microsoft.NET.Sdk">
  <PropertyGroup>
    <OutputType>Exe</OutputType>
    <TargetFramework>netcoreapp3.0</TargetFramework>
    <LangVersion>8.0</LangVersion>
    <Nullable>enable</Nullable>
  </PropertyGroup>
</Project>

    interface IDoStuff<TIn, TOut> where TIn : notnull where TOut : notnull
    {
        TOut DoStuff(TIn input);
    }

using System;
using System.Diagnostics.CodeAnalysis;

namespace ConsoleApp
{
    public class MyClass
    {
        private string _innerValue = string.Empty;

        [AllowNull]
        public string MyValue
        {
            get
            {
                return _innerValue;
            }
            set
            {
                _innerValue = value ?? string.Empty;
            }
        }
    }

    public class MyArray
    {
        // Result is the default of T if no match is found
        [return: MaybeNull]
        public static T Find<T>(T[] array, Func<T, bool> match)
        {
            //...
        }

        // Never gives back a null when called
        public static void Resize<T>([NotNull] ref T[]? array, int newSize)
        {
            //...
        }
    }

    public class MyString
    {
        // True when 'value' is null
        public static bool IsNullOrEmpty([NotNullWhen(false)] string? value)
        {
            //...
        }
    }

    public class MyVersion
    {
        // If it parses successfully, the Version will not be null.
        public static bool TryParse(string? input, [NotNullWhen(true)] out Version? version)
        {
            //...
        }
    }

    public class MyQueue<T>
    {
        // 'result' could be null if we couldn't Dequeue it.
        public bool TryDequeue([MaybeNullWhen(false)] out T result)
        {
            //...
        }
    }

    class MyPath
    {
        [return: NotNullIfNotNull("path")]
        public static string? GetFileName(string? path)
        {
            //...
        }
    }

    internal static class ThrowHelper
    {
        [DoesNotReturn]
        public static void ThrowArgumentNullException(ExceptionArgument arg)
        {
            //...
        }
    }

    public static class MyAssertionLibrary
    {
        public static void MyAssert([DoesNotReturnIf(false)] bool condition)
        {
            //...
        }
    }

public static T ParseIt<T>(string content, IFormatProvider? provider) where T : IParsable<T>
{
   return T.Parse(content, provider);
}

public IEnumerable<T> ParseCsvRow<T>(string content, IFormatProvider? provider) where T : IParsable<T>
{
   return content.Split(',').Select(str => T.Parse(str, provider));
}

public static T ParseIt<T>(string content, IFormatProvider? provider)
{
   var type = typeof(T);
   var method = type.GetMethod("Parse", BindingFlags.Static | BindingFlags.Public,
     new[] { typeof(string), typeof(IFormatProvider) });
   return (T)method!.Invoke(null, new object?[] { content, provider })!;
}

public class ImageInfo
{
    public Mat Image { set; get; }
    public int ImageGroupId { set; get; }
    public int ImageId { set; get; }
}

var images = new List<ImageInfo>();
 
var imageId = 0;
foreach (var dir in new DirectoryInfo(@"..\..\Images").GetDirectories())
{
    var groupId = int.Parse(dir.Name.Replace("s", string.Empty)) - 1;
    foreach (var imageFile in dir.GetFiles("*.pgm"))
    {
        images.Add(new ImageInfo
        {
            Image = new Mat(imageFile.FullName, LoadMode.GrayScale),
            ImageId = imageId++,
            ImageGroupId = groupId
        });
    }
}

var model = FaceRecognizer.CreateFisherFaceRecognizer();
model.Train(images.Select(x => x.Image), images.Select(x => x.ImageGroupId));
 
var rnd = new Random();
var randomImageId = rnd.Next(0, images.Count - 1);
var testSample = images[randomImageId];
 
Console.WriteLine("Actual group: {0}", testSample.ImageGroupId);
Cv2.ImShow("actual", testSample.Image);
 
var predictedGroupId = model.Predict(testSample.Image);
Console.WriteLine("Predicted group: {0}", predictedGroupId);