What is the difference between IQueryable<T>
and IEnumerable<T>
?
See also What's the difference between IQueryable and IEnumerable that overlaps with this question.
What is the difference between IQueryable<T>
and IEnumerable<T>
?
See also What's the difference between IQueryable and IEnumerable that overlaps with this question.
First of all, IQueryable<T>
extends the IEnumerable<T>
interface, so anything you can do with a "plain" IEnumerable<T>
, you can also do with an IQueryable<T>
.
IEnumerable<T>
just has a GetEnumerator()
method that returns an Enumerator<T>
for which you can call its MoveNext()
method to iterate through a sequence of T.
What IQueryable<T>
has that IEnumerable<T>
doesn't are two properties in particular—one that points to a query provider (e.g., a LINQ to SQL provider) and another one pointing to a query expression representing the IQueryable<T>
object as a runtime-traversable abstract syntax tree that can be understood by the given query provider (for the most part, you can't give a LINQ to SQL expression to a LINQ to Entities provider without an exception being thrown).
The expression can simply be a constant expression of the object itself or a more complex tree of a composed set of query operators and operands. The query provider's IQueryProvider.Execute()
or IQueryProvider.CreateQuery()
methods are called with an Expression passed to it, and then either a query result or another IQueryable
is returned, respectively.
The primary difference is that the LINQ operators for IQueryable<T>
take Expression
objects instead of delegates, meaning the custom query logic it receives, e.g., a predicate or value selector, is in the form of an expression tree instead of a delegate to a method.
IEnumerable<T>
is great for working with sequences that are iterated in-memory, butIQueryable<T>
allows for out-of memory things like a remote data source, such as a database or web service.Where the execution of a query is going to be performed "in process", typically all that's required is the code (as code) to execute each part of the query.
Where the execution will be performed out-of-process, the logic of the query has to be represented in data such that the LINQ provider can convert it into the appropriate form for the out-of-memory execution - whether that's an LDAP query, SQL or whatever.
More in:
IEnumerable<T>
and IQueryable<T>
IEnumerable<T>
vs IQueryable<T>
"IEnumerable
, IQueryable
, IObservable
, and IQbservable
IQUERYABLE<T>
" from Bart De Smet.This is a nice video on youtube which demonstrates how these interfaces differ , worth a watch.
Below goes a long descriptive answer for it.
The first important point to remember is IQueryable
interface inherits from IEnumerable
, so whatever IEnumerable
can do, IQueryable
can also do.
There are many differences but let us discuss about the one big difference which makes the biggest difference. IEnumerable
interface is useful when your collection is loaded using LINQ
or Entity framework and you want to apply filter on the collection.
Consider the below simple code which uses IEnumerable
with entity framework. It’s using a Where
filter to get records whose EmpId
is 2
.
EmpEntities ent = new EmpEntities();
IEnumerable<Employee> emp = ent.Employees;
IEnumerable<Employee> temp = emp.Where(x => x.Empid == 2).ToList<Employee>();
This where filter is executed on the client side where the IEnumerable
code is. In other words all the data is fetched from the database and then at the client its scans and gets the record with EmpId
is 2
.
But now see the below code we have changed IEnumerable
to IQueryable
. It creates a SQL Query at the server side and only necessary data is sent to the client side.
EmpEntities ent = new EmpEntities();
IQueryable<Employee> emp = ent.Employees;
IQueryable<Employee> temp = emp.Where(x => x.Empid == 2).ToList<Employee>();
So the difference between IQueryable
and IEnumerable
is about where the filter logic is executed. One executes on the client side and the other executes on the database.
So if you working with only in-memory data collection IEnumerable
is a good choice but if you want to query data collection which is connected with database `IQueryable is a better choice as it reduces network traffic and uses the power of SQL language.
IEnumerable: IEnumerable is best suitable for working with in-memory collection (or local queries). IEnumerable doesn’t move between items, it is forward only collection.
IQueryable: IQueryable best suits for remote data source, like a database or web service (or remote queries). IQueryable is a very powerful feature that enables a variety of interesting deferred execution scenarios (like paging and composition based queries).
So when you have to simply iterate through the in-memory collection, use IEnumerable, if you need to do any manipulation with the collection like Dataset and other data sources, use IQueryable
In real life, if you are using a ORM like LINQ-to-SQL
In both cases if you don't call a ToList()
or ToArray()
then query will be executed each time it is used, so, say, you have an IQueryable<T>
and you fill 4 list boxes from it, then the query will be run against the database 4 times.
Also if you extent your query:
q.Where(x.name = "a").ToList()
Then with a IQueryable the generated SQL will contains “where name = “a”, but with a IEnumerable many more roles will be pulled back from the database, then the x.name = “a” check will be done by .NET.
Below mentioned small test might help you understand one aspect of difference between IQueryable<T>
and IEnumerable<T>
. I've reproduced this answer from this post where I was trying to add corrections to someone else's post
I created following structure in DB (DDL script):
CREATE TABLE [dbo].[Employee]([PersonId] [int] NOT NULL PRIMARY KEY,[Salary] [int] NOT NULL)
Here is the record insertion script (DML script):
INSERT INTO [EfTest].[dbo].[Employee] ([PersonId],[Salary])VALUES(1, 20)
INSERT INTO [EfTest].[dbo].[Employee] ([PersonId],[Salary])VALUES(2, 30)
INSERT INTO [EfTest].[dbo].[Employee] ([PersonId],[Salary])VALUES(3, 40)
INSERT INTO [EfTest].[dbo].[Employee] ([PersonId],[Salary])VALUES(4, 50)
INSERT INTO [EfTest].[dbo].[Employee] ([PersonId],[Salary])VALUES(5, 60)
GO
Now, my goal was to simply get top 2 records from Employee
table in database. I added an ADO.NET Entity Data Model item into my console application pointing to Employee
table in my database and started writing LINQ queries.
Code for IQueryable route:
using (var efContext = new EfTestEntities())
{
IQueryable<int> employees = from e in efContext.Employees select e.Salary;
employees = employees.Take(2);
foreach (var item in employees)
{
Console.WriteLine(item);
}
}
When I started to run this program, I had also started a session of SQL Query profiler on my SQL Server instance and here is the summary of execution:
SELECT TOP (2) [c].[Salary] AS [Salary] FROM [dbo].[Employee] AS [c]
It is just that IQueryable
is smart enough to apply the Top (2)
clause on database server side itself so it brings only 2 out of 5 records over the wire. Any further in-memory filtering is not required at all on client computer side.
Code for IEnumerable route:
using (var efContext = new EfTestEntities())
{
IEnumerable<int> employees = from e in efContext.Employees select e.Salary;
employees = employees.Take(2);
foreach (var item in employees)
{
Console.WriteLine(item);
}
}
Summary of execution in this case:
SELECT [Extent1].[Salary] AS [Salary]
FROM [dbo].[Employee] AS [Extent1]
Now the thing is IEnumerable
brought all the 5 records present in Salary
table and then performed an in-memory filtering on the client computer to get top 2 records. So more data (3 additional records in this case) got transferred over the wire unnecessarily.
Here is what I wrote on a similar post (on this topic). (And no, I don't usually quote myself, but these are very good articles.)
"This article is helpful: IQueryable vs IEnumerable in LINQ-to-SQL.
Quoting that article, 'As per the MSDN documentation, calls made on IQueryable operate by building up the internal expression tree instead. "These methods that extend IQueryable(Of T) do not perform any querying directly. Instead, their functionality is to build an Expression object, which is an expression tree that represents the cumulative query. "'
Expression trees are a very important construct in C# and on the .NET platform. (They are important in general, but C# makes them very useful.) To better understand the difference, I recommend reading about the differences between expressions and statements in the official C# 5.0 specification here. For advanced theoretical concepts that branch into lambda calculus, expressions enable support for methods as first-class objects. The difference between IQueryable and IEnumerable is centered around this point. IQueryable builds expression trees whereas IEnumerable does not, at least not in general terms for those of us who don't work in the secret labs of Microsoft.
Here is another very useful article that details the differences from a push vs. pull perspective. (By "push" vs. "pull," I am referring to direction of data flow. Reactive Programming Techniques for .NET and C#
Here is a very good article that details the differences between statement lambdas and expression lambdas and discusses the concepts of expression tress in greater depth: Revisiting C# delegates, expression trees, and lambda statements vs. lambda expressions.."
We use IEnumerable
and IQueryable
to manipulate the data that is retrieved from database. IQueryable
inherits from IEnumerable
, so IQueryable
does contain all the IEnumerable
features. The major difference between IQueryable
and IEnumerable
is that IQueryable
executes query with filters whereas IEnumerable
executes the query first and then it filters the data based on conditions.
Find more detailed differentiation below :
IEnumerable
IEnumerable
exists in the System.Collections
namespaceIEnumerable
execute a select query on the server side, load data in-memory on a client-side and then filter dataIEnumerable
is suitable for querying data from in-memory collections like List, ArrayIEnumerable
is beneficial for LINQ to Object and LINQ to XML queriesIQueryable
IQueryable
exists in the System.Linq
namespaceIQueryable
executes a 'select query' on server-side with all filtersIQueryable
is suitable for querying data from out-memory (like remote database, service) collectionsIQueryable
is beneficial for LINQ to SQL queriesSo IEnumerable
is generally used for dealing with in-memory collection, whereas, IQueryable
is generally used to manipulate collections.