using Microsoft.ML.Data;

namespace CreditCardFraudDetection.DataModels
{
    public class ModelInput
    {
        [ColumnName("Time"), LoadColumn(0)]
        public float Time { get; set; }

        [ColumnName("V1"), LoadColumn(1)]
        public float V1 { get; set; }

        [ColumnName("V2"), LoadColumn(2)]
        public float V2 { get; set; }

        [ColumnName("V3"), LoadColumn(3)]
        public float V3 { get; set; }

        [ColumnName("V4"), LoadColumn(4)]
        public float V4 { get; set; }

        [ColumnName("V5"), LoadColumn(5)]
        public float V5 { get; set; }

        [ColumnName("V6"), LoadColumn(6)]
        public float V6 { get; set; }

        [ColumnName("V7"), LoadColumn(7)]
        public float V7 { get; set; }

        [ColumnName("V8"), LoadColumn(8)]
        public float V8 { get; set; }

        [ColumnName("V9"), LoadColumn(9)]
        public float V9 { get; set; }

        [ColumnName("V10"), LoadColumn(10)]
        public float V10 { get; set; }

        [ColumnName("V11"), LoadColumn(11)]
        public float V11 { get; set; }

        [ColumnName("V12"), LoadColumn(12)]
        public float V12 { get; set; }

        [ColumnName("V13"), LoadColumn(13)]
        public float V13 { get; set; }

        [ColumnName("V14"), LoadColumn(14)]
        public float V14 { get; set; }

        [ColumnName("V15"), LoadColumn(15)]
        public float V15 { get; set; }

        [ColumnName("V16"), LoadColumn(16)]
        public float V16 { get; set; }

        [ColumnName("V17"), LoadColumn(17)]
        public float V17 { get; set; }

        [ColumnName("V18"), LoadColumn(18)]
        public float V18 { get; set; }

        [ColumnName("V19"), LoadColumn(19)]
        public float V19 { get; set; }

        [ColumnName("V20"), LoadColumn(20)]
        public float V20 { get; set; }

        [ColumnName("V21"), LoadColumn(21)]
        public float V21 { get; set; }

        [ColumnName("V22"), LoadColumn(22)]
        public float V22 { get; set; }

        [ColumnName("V23"), LoadColumn(23)]
        public float V23 { get; set; }

        [ColumnName("V24"), LoadColumn(24)]
        public float V24 { get; set; }

        [ColumnName("V25"), LoadColumn(25)]
        public float V25 { get; set; }

        [ColumnName("V26"), LoadColumn(26)]
        public float V26 { get; set; }

        [ColumnName("V27"), LoadColumn(27)]
        public float V27 { get; set; }

        [ColumnName("V28"), LoadColumn(28)]
        public float V28 { get; set; }

        [ColumnName("Amount"), LoadColumn(29)]
        public float Amount { get; set; }

        [ColumnName("Class"), LoadColumn(30)]
        public bool Class { get; set; }
    }
} 

 using Microsoft.ML.Data;

namespace CreditCardFraudDetection.DataModels
{
    public class ModelOutput
    {
        [ColumnName("PredictedLabel")]
        public bool Prediction { get; set; }

        public float Score { get; set; }
    }
}  
  

IDataView trainingDataView = mlContext.Data.LoadFromTextFile<ModelInput>(
                                            path: dataFilePath,
                                            hasHeader: true,
                                            separatorChar: ',',
                                            allowQuoting: true,
                                            allowSparse: false);

var dataProcessPipeline = mlContext.Transforms.Concatenate("Features", new[] { "Time", "V1", "V2", "V3", "V4", "V5", "V6", "V7", "V8", "V9", "V10", "V11", "V12", "V13", "V14", "V15", "V16", "V17", "V18", "V19", "V20", "V21", "V22", "V23", "V24", "V25", "V26", "V27", "V28", "Amount" });

// Choosing algorithm
var trainer = mlContext.BinaryClassification.Trainers.LightGbm(labelColumnName: "Class", featureColumnName: "Features");

// Appending algorithm to pipeline
var trainingPipeline = dataProcessPipeline.Append(trainer);

ITransformer model = trainingPipeline.Fit(trainingDataView);
mlContext.Model.Save(model , trainingDataView.Schema, <path>);
 

var crossValidationResults = mlContext.BinaryClassification.CrossValidateNonCalibrated(trainingDataView, trainingPipeline, numberOfFolds: 5, labelColumnName: "Class");

var predEngine = mlContext.Model.CreatePredictionEngine<ModelInput, ModelOutput>(mlModel);

ModelInput sampleData = new ModelInput() {
    time = 0,
    V1 = -1.3598071336738,
    ...
};

ModelOutput predictionResult = predEngine.Predict(sampleData);

Console.WriteLine($"Actual value: {sampleData.Class} | Predicted value: {predictionResult.Prediction}"); 

private ITransformer SetupMlnetModel(string tensorFlowModelFilePath)
{
    var pipeline = _mlContext.<preprocess-data>
           .Append(_mlContext.Model.LoadTensorFlowModel(tensorFlowModelFilePath)
                                               .ScoreTensorFlowModel(
                                                      outputColumnNames: new[]{TensorFlowModelSettings.outputTensorName },
                                                      inputColumnNames: new[] { TensorFlowModelSettings.inputTensorName },
                                                      addBatchDimensionInput: false));
 
    ITransformer mlModel = pipeline.Fit(CreateEmptyDataView());
 
    return mlModel;
}

dotnet new -i FeatherHttp.Templates::0.1.67-alpha.g69b43bed72 --nuget-source https://f.feedz.io/featherhttp/framework/nuget/index.json

Templates                                         Short Name               Language          Tags
----------------------------------------------------------------------------------------------------------------------------------
FeatherHttp                                       feather                  [C#]              Web/ASP.NET/FeatherHttp

dotnet new feather --name todoAPI

using System.Collections.Generic;
using System.Text.Json.Serialization;
using System.Linq;

namespace todoAPI.Models
{
    public class Todo
    {
        [JsonPropertyName("id")]
        public int Id { get; set; }
        [JsonPropertyName("title")]
        public string Title { get; set; }
        [JsonPropertyName("completed")]
        public bool Completed { get; set; }
    }

    public class TodoData
    {
        private readonly IList<Todo> _db = new List<Todo>
        {
            new Todo { Id = 1, Title = "Read book" },
            new Todo { Id = 2, Title = "Watch an episode of Dark" },
            new Todo { Id = 3, Title = "Publish a post on dotnettips" },
            new Todo { Id = 4, Title = "Skype with my friend" },
        };
        public IList<Todo> GetAllToDoItmes()
        {
            return _db;
        }
        public void AddTodo(Todo item)
        {
            _db.Add(item);
        }
        public void ToggleTodo(int id)
        {
            var todo = _db.FirstOrDefault(x => x.Id == id);
            todo.Completed = !todo.Completed;
        }

        public void DeleteTodo(int id)
        {
            var todo = _db.FirstOrDefault(x => x.Id == id);
            _db.Remove(todo);
        }
    }
}

using System.Threading.Tasks;
using Microsoft.AspNetCore.Builder;
using Microsoft.AspNetCore.Http;
using todoAPI.Models;

namespace todoAPI
{
    class Program
    {
        private static readonly TodoData db = new TodoData();
        static async Task Main(string[] args)
        {
            var app = WebApplication.Create(args);

            app.MapGet("/", GetTodos);
            app.MapPost("/api/todos", CreateTodo);
            app.MapPost("/api/todos/{id}", ToggleTodo);
            app.MapDelete("/api/todos/{id}", DeleteTodo);

            await app.RunAsync();
        }

        static async Task GetTodos(HttpContext http)
        {
            var todos = db.GetAllToDoItmes();
            await http.Response.WriteJsonAsync(todos);
        }

        static async Task CreateTodo(HttpContext http)
        {
            var todo = await http.Request.ReadJsonAsync<Todo>();
            db.AddTodo(todo);
            http.Response.StatusCode = 204;
        }

        static async Task ToggleTodo(HttpContext http)
        {
            if (!http.Request.RouteValues.TryGet("id", out int id))
            {
                http.Response.StatusCode = 400;
                return;
            }
            db.ToggleTodo(id);
            http.Response.StatusCode = 204;
        }

        static async Task DeleteTodo(HttpContext http)
        {
            if (!http.Request.RouteValues.TryGet("id", out int id))
            {
                http.Response.StatusCode = 400;
                return;
            }
            db.DeleteTodo(id);
            http.Response.StatusCode = 204;
        }
    }
}

using System.Threading.Tasks;
using Microsoft.AspNetCore.Http;
using todoAPI.Models;
using todoAPI.Services;

namespace todoAPI.Controllers
{
    public class TodoController
    {
        private readonly ITodoService _todoService;

        public TodoController(ITodoService todoService)
        {
            _todoService = todoService;
        }

        public async Task GetTodos(HttpContext http)
        {
            var todos = _todoService.GetAllToDoItmes();
            await http.Response.WriteJsonAsync(todos);
        }

        public async Task CreateTodo(HttpContext http)
        {
            var todo = await http.Request.ReadJsonAsync<Todo>();
            _todoService.AddTodo(todo);
            http.Response.StatusCode = 204;
        }

        public async Task ToggleTodo(HttpContext http)
        {
            if (!http.Request.RouteValues.TryGet("id", out int id))
            {
                http.Response.StatusCode = 400;
                return;
            }
            _todoService.ToggleTodo(id);
            http.Response.StatusCode = 204;
        }

        public async Task DeleteTodo(HttpContext http)
        {
            if (!http.Request.RouteValues.TryGet("id", out int id))
            {
                http.Response.StatusCode = 400;
                return;
            }
            _todoService.DeleteTodo(id);
            http.Response.StatusCode = 204;
        }
    }
}

using System.Collections.Generic;
using todoAPI.Models;
using System.Linq;

namespace todoAPI.Services
{
    public interface ITodoService
    {
        void AddTodo(Todo item);
        void DeleteTodo(int id);
        IList<Todo> GetAllToDoItmes();
        void ToggleTodo(int id);
    }

    public class TodoService : ITodoService
    {
        private readonly IList<Todo> _db = new List<Todo>
        {
            new Todo { Id = 1, Title = "Read book" },
            new Todo { Id = 2, Title = "Watch an episode of Dark" },
            new Todo { Id = 3, Title = "Publish a post on dotnettips" },
            new Todo { Id = 4, Title = "Skype with my friend" },
        };
        public IList<Todo> GetAllToDoItmes()
        {
            return _db;
        }
        public void AddTodo(Todo item)
        {
            _db.Add(item);
        }
        public void ToggleTodo(int id)
        {
            var todo = _db.FirstOrDefault(x => x.Id == id);
            todo.Completed = !todo.Completed;
        }

        public void DeleteTodo(int id)
        {
            var todo = _db.FirstOrDefault(x => x.Id == id);
            _db.Remove(todo);
        }
    }
}

using Microsoft.Extensions.DependencyInjection;

using System.Threading.Tasks;
using Microsoft.AspNetCore.Builder;
using Microsoft.Extensions.DependencyInjection;
using todoAPI.Controllers;
using todoAPI.Services;

namespace todoAPI
{
    class Program
    {
        static async Task Main(string[] args)
        {
            var builder = WebApplication.CreateBuilder(args);
            builder.Services.AddTransient<TodoController>();
            builder.Services.AddTransient<ITodoService, TodoService>();

            var serviceProvider = builder.Services.BuildServiceProvider();
            var todoController = serviceProvider.GetService<TodoController>();

            var app = WebApplication.Create(args);

            app.MapGet("/", todoController.GetTodos);
            app.MapPost("/api/todos", todoController.CreateTodo);
            app.MapPost("/api/todos/{id}", todoController.ToggleTodo);
            app.MapDelete("/api/todos/{id}", todoController.DeleteTodo);

            await app.RunAsync();
        }
    }
}

using System.Threading.Tasks;
using Microsoft.AspNetCore.Builder;
using Microsoft.AspNetCore.Http;
using Microsoft.Extensions.DependencyInjection;
using todoAPI.Services;

namespace todoAPI
{
    class Program
    {
        static async Task Main(string[] args)
        {
            var builder = WebApplication.CreateBuilder(args);

            builder.Services.AddSingleton<IHttpContextAccessor, HttpContextAccessor>();

            builder.Services.AddControllers();

            builder.Services.AddSingleton<ITodoService, TodoService>();

            var serviceProvider = builder.Services.BuildServiceProvider();

            var app = builder.Build();

            app.MapControllers();

            await app.RunAsync();
        }
    }
}

using System.Threading.Tasks;
using Microsoft.AspNetCore.Http;
using Microsoft.AspNetCore.Mvc;
using todoAPI.Models;
using todoAPI.Services;

namespace todoAPI.Controllers
{
    public class TodoController
    {
        private readonly ITodoService _todoService;
        private readonly IHttpContextAccessor _accessor;
        public TodoController(ITodoService todoService, IHttpContextAccessor accessor)
        {
            _todoService = todoService;
            _accessor = accessor;
        }

        [HttpGet("/todos")]
        public async Task GetTodos()
        {
            var todos = _todoService.GetAllToDoItmes();
            await _accessor.HttpContext.Response.WriteJsonAsync(todos);
        }

        [HttpPost("/todos")]
        public async Task CreateTodo()
        {
            var todo = await _accessor.HttpContext.Request.ReadJsonAsync<Todo>();
            _todoService.AddTodo(todo);
            _accessor.HttpContext.Response.StatusCode = 204;
        }

        [HttpPost("/todos/{id}")]
        public async Task ToggleTodo(int id)
        {
            _todoService.ToggleTodo(id);
            _accessor.HttpContext.Response.StatusCode = 204;
        }

        [HttpDelete("/todos/{id}")]
        public async Task DeleteTodo(int id)
        {
            _todoService.DeleteTodo(id);
            _accessor.HttpContext.Response.StatusCode = 204;
        }
    }
}

using System;

namespace Refactoring.Day11.EncapsulateConditional.Before
{
    public class Element
    {
        private string[] Data { get; set; }
        private string Name { get; set; }
        private int CreatedYear { get; set; }

        public string FindElement()
        {
            if (Data.Length > 1 && Name == "E1" && CreatedYear > DateTime.Now.Year - 1)
                return "Element1";

            if (Data.Length > 2 && Name == "RCA" && CreatedYear > DateTime.Now.Year - 2)
                return "Element2";

            return string.Empty;
        }
    }
}

using System;

namespace Refactoring.Day11.EncapsulateConditional.After
{
    public class Element
    {
        private string[] Data { get; set; }
        private string Name { get; set; }
        private int CreatedYear { get; set; }

        public string FindElement()
        {
            if (hasOneYearOldElement)
                return "Element1";

            if (hasTwoYearsOldElement)
                return "Element2";

            return string.Empty;
        }

        private bool hasTwoYearsOldElement
        {
            get { return Data.Length > 2 && Name == "RCA" && CreatedYear > DateTime.Now.Year - 2; }
        }

        private bool hasOneYearOldElement
        {
            get { return Data.Length > 1 && Name == "E1" && CreatedYear > DateTime.Now.Year - 1; }
        }
    }
}

namespace Refactoring.Day11.RemoveDoubleNegative.Before
{
    public class Customer
    {
        public decimal Balance { get; set; }

        public bool IsNotFlagged
        {
            get { return Balance > 30m; }
        }
    }
}

namespace Refactoring.Day11.RemoveDoubleNegative.After
{
    public class Customer
    {
        public decimal Balance { get; set; }

        public bool IsFlagged
        {
            get { return Balance <= 30m; }
        }
    }
}

  public class Contact
    {
        public int ContactId { get; set; }
        public string FName { get; set; }
        public string LName { get; set; }
        public string FatherName { get; set; }
        public string Email { get; set; }
       public virtual ICollection<Phone> Phones { get; set; } 
}

    public class Phone
    {
        public int PhoneId { get; set; }
        public string PhoneNumber { get; set; }
        public string PhoneNote { get; set; }
        public string PhoneAddress { get; set; }
        public int PhoneTypeId { get; set; }
        public virtual PhoneType PhoneType { get; set; }

        [ForeignKey("ContactId")]
        public virtual Contact Contact { get; set; }
        public int ContactId { get; set; }
    }

var listContacts = db.Contacts.Include(p => p.Phones).AsQueryable();
            if (searchContact.ByName)
                listContacts = listContacts.Where(c => c.LName.Contains(searchContact.Name));
            if (searchContact.ByNumber)
            {
                listContacts = listContacts.Where(c=>c.);
               
            }
            var phonelistmodel = await
                 listContacts.OrderBy(p => p.ContactId)
                     .Skip(page * count)
                     .Take(count)
                     .Select(c => new ListPhoneNumberViewmodel()
                     {
                         ContactId = c.ContactId,
                         Email = c.Email,
                         Name = c.FName + " " + c.LName,
                         Phones = c.Phones
                     }).ToListAsync();

dotnet new webapi -o SampleApi

<PackageReference Include="Microsoft.AspNetCore.Mvc.NewtonsoftJson" Version="3.1.3" />
<PackageReference Include="Microsoft.AspNetCore.OData" Version="7.4.0" />

using Microsoft.AspNet.OData.Extensions;

services.AddControllers().AddNewtonsoftJson(); // Add .AddNewtonsoftJson() to services.AddControllers();
services.AddOData(); // add this new line

app.UseEndpoints(endpoints => // Existing code
{   
    endpoints.MapControllers(); // Existing code
    endpoints.EnableDependencyInjection(); // Add this new line
    endpoints.Select().Expand().Filter().OrderBy().Count().MaxTop(20); // Add this new line
});

// replace:
[HttpGet] // Existing code  
// with:
[HttpGet, EnableQuery] // new code

public class Customer
{
    public int Id { get; set; }

    public string FirstName { get; set; }

    public string LastName { get; set; }

    public Gender Gender { get; set; }

    public AddressInfo Address { get; set; }
}

public class AddressInfo
{
    public int StreetNo { get; set; }

    public string PostalCode { get; set; }
}

public enum Gender
{
    Man, Woman, Other
}  

?$filter=Gender eq 'Woman'