I originally published this post on my blog a couple of weeks ago. It's part of a post series about LINQ.
So far we have covered some of the most common LINQ methods. This time let's cover three LINQ methods that work like set operations: Intersect, Union, and Except. Probably, we won't use these methods every day, but they will come in handy from time to time.
Let's use our catalog of movies from previous posts in this series to show how these three methods work.
1. Intersect
The Intersect() method finds the common elements between two collections.
Let's find the movies we both have watched and rated in our catalogs.
var mine = new List<Movie>
{
// We have not exactly a tie here...
new Movie("Terminator 2", 1991, 4.7f),
// ^^^^^^^^^^^^^^
new Movie("Titanic", 1998, 4.5f),
new Movie("The Fifth Element", 1997, 4.6f),
new Movie("My Neighbor Totoro", 1988, 5)
// ^^^^^^^^^^^^^^^^^^^^
};
var yours = new List<Movie>
{
new Movie("My Neighbor Totoro", 1988, 5f),
// ^^^^^^^^^^^^^^^^^^^^
new Movie("Pulp Fiction", 1994, 4.3f),
new Movie("Forrest Gump", 1994, 4.3f),
// We have not exactly a tie here...
new Movie("Terminator 2", 1991, 5f)
// ^^^^^^^^^^^^^^
};
var weBothHaveSeen = mine.Intersect(yours);
Console.WriteLine("We both have seen:");
PrintMovies(weBothHaveSeen);
// Output:
// We both have seen:
// My Neighbor Totoro
Console.ReadKey();
static void PrintMovies(IEnumerable<Movie> movies)
{
Console.WriteLine(string.Join(",", movies.Select(movie => movie.Name)));
}
record Movie(string Name, int ReleaseYear, float Rating);
Notice that, this time, we have two lists of movies, mine and yours, with the ones I've watched and the ones I guess you have watched, respectively. Also, notice we both have watched "My Neighbor Totoro" and "Terminator 2."
To find the movies we both have seen (the intersection between our two catalogs), we used the Intersect() method. But, our example only shows "My Neighbor Totoro." What happened here?
If we pay close attention, we both have watched "Terminator 2," but we gave it different ratings. Since we're using records from C# 9.0, records have member-wise comparison. Therefore, our two "Terminator 2" instances aren't exactly the same, even though they have the same name and release year. That's why Intersect() doesn't return it.
2. Union
The Union() method finds the elements from both collections without duplicates.
Let's find all the movies we have in our catalogs.
var mine = new List<Movie>
{
new Movie("Terminator 2", 1991, 5f),
// ^^^^^^^^^^^^^^
new Movie("Titanic", 1998, 4.5f),
new Movie("The Fifth Element", 1997, 4.6f),
new Movie("My Neighbor Totoro", 1988, 5f)
// ^^^^^^^^^^^^^^^^^^^^
};
var yours = new List<Movie>
{
new Movie("My Neighbor Totoro", 1988, 5f),
// ^^^^^^^^^^^^^^^^^^^^
new Movie("Pulp Fiction", 1994, 4.3f),
new Movie("Forrest Gump", 1994, 4.3f),
new Movie("Terminator 2", 1991, 5f)
// ^^^^^^^^^^^^^^
};
var allTheMoviesWeHaveSeen = mine.Union(yours);
Console.WriteLine("All the movies we have seen:");
PrintMovies(allTheMoviesWeHaveSeen);
// Output:
// All the movies we have seen:
// Terminator 2,Titanic,The Fifth Element,My Neighbor Totoro,Pulp Fiction,Forrest Gump
Console.ReadKey();
static void PrintMovies(IEnumerable<Movie> movies)
{
Console.WriteLine(string.Join(",", movies.Select(movie => movie.Name)));
}
record Movie(string Name, int ReleaseYear, float Rating);
This time we gave the same rating to our shared movies: "Terminator 2" and "My Neighbor Totoro." And, Union() showed all the movies from both collections, showing duplicates only once. It works the same way as the union operation in our Math classes.
3. Except
The Except() method finds the elements in one collection that are not present in another one.
This time, let's find the movies only I have watched.
var mine = new List<Movie>
{
new Movie("Terminator 2", 1991, 5f),
new Movie("Titanic", 1998, 4.5f),
// ^^^^^^^
new Movie("The Fifth Element", 1997, 4.6f),
// ^^^^^^^^^^^^^^^^^
new Movie("My Neighbor Totoro", 1988, 5f)
};
var yours = new List<Movie>
{
new Movie("My Neighbor Totoro", 1988, 5f),
new Movie("Pulp Fiction", 1994, 4.3f),
new Movie("Forrest Gump", 1994, 4.3f),
new Movie("Terminator 2", 1991, 5f)
};
var onlyIHaveSeen = mine.Except(yours);
Console.WriteLine();
Console.WriteLine("Only I have seen:");
PrintMovies(onlyIHaveSeen);
// Output:
// Only I have seen:
// Titanic,The Fifth Element
Console.ReadKey();
static void PrintMovies(IEnumerable<Movie> movies)
{
Console.WriteLine(string.Join(",", movies.Select(movie => movie.Name)));
}
record Movie(string Name, int ReleaseYear, float Rating);
With Except(), we found the movies in mine that are not in yours. When working with Except(), we should pay attention to the order of the collection because mine.Except(yours) is not the same as yours.Except(mine).
Voilà! These are the Intersect(), Union(), and Except() methods. They work like the Math set operations: intersection, union, and symmetrical difference, respectively. Of the three, I'd say Except is the most common method.
LINQ has a similar method to "combine" two collections into a single one: Concat(). But, unlike Union(), Concat() returns all elements from both collections without removing the duplicated ones.
.NET 6 also has a IntersectBy(), UnionBy(), and ExceptBy() methods that work with a keySelector to pick which property to use as the one to intersect, union, or except by. With IntersectBy(), for our first example, we can get "Terminator 2" back, even without having exactly the same record in mine and yours.
To learn about LINQ and other methods, check my quick guide to LINQ and what's new in LINQ with .NET6 on my blog.
Hey! I'm Cesar, a software engineer and lifelong learner. If you want to support my work, check my Getting Started with LINQ course on Educative where I cover other LINQ methods in depth.
Happy coding!
Top comments (2)
Nice… I‘m using two of these already but did not know about how Union works. Thanks!
Glad to hear that...Thanks for your comment