# Generics, IEnumerable and LINQ ![](imgs/13%20Generics%2C%20IEnumerable%20and%20LINQ_0.png) --- # Generics When using lists, you have to define the type of data that will be stored in the list, inside the angled brackets: List numberList = new List(); // This list stores variables of type int This means that list is a __generic__ class: it can contain data of any type Classes, structs, interfaces and methods can also be generic All the variables that are defined generic inside a generic container will be assigned a type only when the containing object/method is called # Generics - Creating a Generic Class class GenericClassExample { public T value; // This value will be whatever type is specified at instantiation public void PrintTypeAndValue() { Console.WriteLine ($"This class contains a variable of type {value.GetType()} and of value {value}"); } } class Program { static void Main(string[] args) { GenericClassExample example = new GenericClassExample(); example.value = 20; example.PrintTypeAndValue(); } } ![](imgs/13%20Generics%2C%20IEnumerable%20and%20LINQ_1.png) # Generics - Multiple Type Parameters Generic classes can receive multiple types as parameters class CustomContainer { public T1 First { get; set; } public T2 Second { get; set; } public T3 Third { get; set; } } class Program { static void Main(string[] args) { CustomContainer container = new CustomContainer(); container.First = 10; container.Second = "Testing."; container.Third = DateTime.Now; } } # Generics - Creating a Generic Method void GenericMethodExample(T value) { Console.WriteLine ($"This method was passed a variable of type {value.GetType()} and of value {value}."); } GenericMethodExample("ABC"); ![](imgs/13%20Generics%2C%20IEnumerable%20and%20LINQ_2.png) ❕ You could name the generic type as anything, e.g. \. It is named \ by convention. # Exercise 1: Initializing a Populated List Create a generic method GetPopulatedList\ which takes two parameters: T value and int length, and returns a new list of type T which is populated with the value variables and has a length of length. Test your method out with a couple of different types and lengths: List list = GetPopulatedList("Hello, there", 10); foreach(string value in list) { Console.WriteLine(value); } # IEnumerable Lists and arrays are both __collections __ that implement the __IEnumerable __ interface All objects that implement the IEnumerable interface can be iterated with the foreach statement IEnumerable names = new string[] {"Harry", "Luke", "Harley"}; IEnumerable days = new List {"Sunday", "Monday", "Friday"}; foreach (string name in names) Console.WriteLine(name); foreach (string day in days) Console.WriteLine(day); # IEnumerable (continued) The IEnumerable interface itself doesn't hold much functionality ![](imgs/13%20Generics%2C%20IEnumerable%20and%20LINQ_3.png) However, the LINQ library includes all the methods you would typically need to apply to IEnumerables, such as filtering # LINQ Some common query expressions occur repeatedly in code E.g. trying to find an object with a certain id from an array: IEnumerable userArray = new User[2] // Initialize a new array of users { new User { Id = 0, Name = "Rene" } , new User { Id = 1, Name = "Ville" } }; User FindObjectWithId(int id) { foreach (User user in userArray) if (user.Id == id) return user; return null; } Console.WriteLine(FindObjectWithId(1).Name); // Outputs "Ville" # LINQ (continued) * Having to write your own method for each possible query operation (select, filter, sort…) would of course be nonsensical * The List class includes some methods for manipulation, but... * These only work on lists; not all IEnumerables (e.g. arrays) contain those methods * Add to this all the different types of data (objects, SQL databases, XML, JSON…) To introduce extensive query capabilities to all collection types, Language-Integrated Query (LINQ) was created LINQ supports querying of objects and even XML and SQL data, directly in your code Get started by adding the namespace to your project: using System.Linq; Here's the first example using LINQ: IEnumerable userArray = new User[2] // Initialize a new array of users { new User { Id = 0, Name = "Rene" } , new User { Id = 1, Name = "Ville"} }; Console.WriteLine(userArray.First(user => user.Id == 1).Name); // Outputs "Ville" The __First __ -method returns the first result that satisfies the expression in the parameters The arrow syntax above is called a __lambda expression__ # Lambda Expressions Lambda expressions are a quick way of writing one line methods The "First" -method of LINQ takes a __delegate __ as a parameter The following code would do exactly the same thing as the example in the previous slide: // Parameter references an existing method bool GetUserWithId(User user) { return user.Id == 1; } Console.WriteLine(userList.First(GetUserWithId).Name); // Outputs "Ville" As would the following: // The delegate is created inside the parameters as an anonymous method Console.WriteLine(userList.First(delegate (User user) { return user.Id == 1; })); // Outputs "Ville" # Lambda Expressions (continued) Using LINQs "First" -query with... ...a method: bool GetUserWithId(User user) { return user.Id == 1; } Console.WriteLine( userList.First( GetUserWithId).Name); // Outputs "Ville" ...an anonymous method: Console.WriteLine(userList.First( delegate (User user) { return user.Id == 1; })); // Outputs "Ville" ...a lambda expression: Console.WriteLine(userList.First( user => user.Id == 1).Name); // Outputs "Ville" # Lambda Expressions - Example Normal methods can also be declared using the arrow function static void Main(string[] args) { // Method body assigned with lambda expression string PrintCheckUpper(bool upper, string text) => upper ? text.ToUpper() : text; PrintCheckUpper(true, "I'm not angry!"); // Outputs I'M NOT ANGRY! } # LINQ and Lambda Expressions Going back to our LINQ example, it could be written without lambda expressions: bool GetUserWithId(User user) { return user.Id == 1; } IEnumerable userArray = new User[2] // Initialize a new array of users { new User { Id = 0, Name = "Rene" } , new User { Id = 1, Name = "Ville"} }; Console.WriteLine(userArray.First(GetUserWithId).Name); // Outputs "Ville" Here's the shorter version with lambda expression again: Console.WriteLine(userArray.First(user => user.Id == 1).Name); // Outputs "Ville" # LINQ Methods LINQ contains methods for filtering, ordering, grouping, joining and selecting Suppose we have a class Person that contains a property Country The following performs filtering to persons object, returning only the persons whose country is of value "Finland": List persons = new List {/* Insert data here */}; var queryResult = persons .Where(person => person.Country == "Finland"); # LINQ Methods (continued) | Method | Example | Description | | :-: | :-: | :-: | | Where | persons.Where(p => p.Country == "Finland") | Filters results based on an expression | | OrderBy | persons.OrderBy(p => p.LastName) | Orders results based on one of its properties | | Select | persons.Select(p => $"Dr. {p.LastName}") | Converts the enumerable into an another type based on an expression | | Skip | persons.Skip(1) | Skips first N elements | | Take | persons.Take(5) | Returns N elements | | ToList | persons.ToList() | Converts IEnumerable to a list | | ToArray | persons.ToArray() | Converts IEnumerable to an array | --- Tässä on kaikki aritmeettiset operaattorit | Method | Example | Description | | :-: | :-: | :-: | | Any | persons.Any(p => p.Country == "Finland") | Return true if at least one element satisfies a condition | | All | persons.All(p => p.Age >= 18) | Return true if all elements satisfy a condition | | FirstOrDefault | persons.FirstOrDefault(p => !p.Active) | Returns the first element that satisfies a condition, or null if not found | | Count | persons.Count(p => p.FirstName == "Mauri") | Returns the count of elements that satisfy a condition, can be left blank to count all | More LINQ methods can be found [here](https://learn.microsoft.com/en-us/dotnet/api/system.linq.enumerable?view=net-7.0) --- Tässä on kaikki aritmeettiset operaattorit # LINQ - Example Suppose we have a csv file authors.csv in our project directory // using System.IO; string path = @"C:\\some\\path\\authors.csv"; var authors = File.ReadAllLines(path) .Skip(1) // Skip the first line which contains the column titles .Select(line => // Using lambda expression, return the new Author objects { var columns = line.Split(','); return new Author { Id = int.Parse(columns[0]), Name = columns[1], Description = columns[2] }; }) .ToList(); // Turn the resulting IEnumerable into a list authors is now an in-memory list containing all the authors from the original csv file. Note how methods can be chained! # Query Syntax An alternative way of using LINQ is with the __query syntax__ The following performs filtering to persons object: var queryResult = from person in persons where person.country == "Finland" select person; The __range variable __ person works like the range variable in a foreach loop in that it holds a copy of the current element in the persons variable The where keyword specifies the condition for the filter # LINQ Queries - Example Suppose we have a class City that contains a property Description The following would print the descriptions of all cities that have descriptions less than 100 characters long IEnumerable Cities = new List {/* Insert data here */}; var filteredResult = from city in Cities where city.Description.Length < 100 select city; foreach (City result in filteredResult) Console.WriteLine(result.Description); # Extension Methods vs Query Syntax * In the previous examples, we used the query syntax of LINQ * Both the methods and queries do pretty much the same thing * It is up to you which syntax you want to use * The method syntax works like any normal C# methods * The query syntax might be more approachable to those who are familiar with SQL var methodResult = persons .Where(person => person.Country == "Finland"); var queryResult = from person in persons where person.Country == "Finland" select person; All queries listed here: [https://www.tutorialsteacher.com/linq/linq-standard-query-operators](https://www.tutorialsteacher.com/linq/linq-standard-query-operators) # ToArray() and ToList() Methods Notice that the LINQ queries return an IEnumerable If you need to use arrays or lists, you need to call the ToArray() or ToList() methods: string[] strings = new string[] { "Timo", "Pekka", "Taina", "Kalle" }; string[] queryResult = strings .Where(s => s.StartsWith('T')); ![](imgs/13%20Generics%2C%20IEnumerable%20and%20LINQ_4.png) string[] strings = new string[] { "Timo", "Pekka", "Taina", "Kalle" }; string[] queryResult = strings .Where(s => s.StartsWith('T')) .ToArray(); // This works # Exercise 2: Filtering Names Download this file of names and add it to your project folder: [https://raw.githubusercontent.com/dominictarr/random-name/master/names.txt](https://raw.githubusercontent.com/dominictarr/random-name/master/names.txt) Read all the contents into a string array with File.ReadAllLines() Create a main loop where the user is asked for a string. Print the total number of names which contain that string. If there are less than 10 resulting names, print the names as well # Exercise 3: Queries on Object Lists Expand on the exercise 2. Create a new class User with two properties, int Id and string Name If the number of filtered names is less than 10, create a list of Users with those names and a running Id Sort the list of users by the length of the Name property Print the names and id:s of the users in the sorted list # Going Further: Extension Methods Recap: IEnumerable itself only contains one method How does the LINQ library suddenly add all these methods to our Enumerables? This is possible with extension methods: [https://docs.microsoft.com/en-us/dotnet/csharp/programming-guide/classes-and-structs/extension-methods](https://docs.microsoft.com/en-us/dotnet/csharp/programming-guide/classes-and-structs/extension-methods)