ayushsrivastava
Thu May 23 2024
EAGER LOADING
Eager loading in Rails is a technique used to optimize database queries by loading associated records of the objects returned by the query, thereby reducing the number of database calls. This is particularly useful when you have associations defined in your models and you want to avoid the "N+1 query problem."
What is the N+1 Query Problem?
“N+1 Queries” are a very common cause of repeated queries in Rails applications. This happens when you make a request for a single row in one table, and then make an additional request per element in a
Here’s an example:
Consider two models:
Scenario Without Eager Loading
When you fetch authors and then access their books, Rails performs an additional query for each author to get their books.
This will result in one query to fetch the authors and multiple queries to fetch books for each author, leading to the N+1 query problem.
How Eager Loading Works
Eager loading addresses this problem by loading all the necessary data in as few queries as possible, usually through the use of
Using Eager Loading with
To avoid the N+1 query problem, you can use
With
Using Eager Loading with
This approach performs a single query with a
Using Eager Loading with
Summary
Eager loading is a powerful tool in Rails that helps to optimize database access by pre-loading associations. Using
#rails #db #optimizing_queries
Eager loading in Rails is a technique used to optimize database queries by loading associated records of the objects returned by the query, thereby reducing the number of database calls. This is particularly useful when you have associations defined in your models and you want to avoid the "N+1 query problem."
What is the N+1 Query Problem?
“N+1 Queries” are a very common cause of repeated queries in Rails applications. This happens when you make a request for a single row in one table, and then make an additional request per element in a
has_many
relationship, usually in a loop.Here’s an example:
Consider two models:
Author
and Book
, where an Author
has many Books
.
class Author < ApplicationRecord
has_many :books
end
class Book < ApplicationRecord
belongs_to :author
end
Scenario Without Eager Loading
When you fetch authors and then access their books, Rails performs an additional query for each author to get their books.
# Fetching all authors and their books
authors = Author.all
authors.each do |author|
puts author.books.pluck(:title)
end
This will result in one query to fetch the authors and multiple queries to fetch books for each author, leading to the N+1 query problem.
How Eager Loading Works
Eager loading addresses this problem by loading all the necessary data in as few queries as possible, usually through the use of
includes
, eager_load
, or preload
.Using Eager Loading with
includes
To avoid the N+1 query problem, you can use
includes
to preload the associated books when fetching authors.
# Fetching all authors and their books with eager loading
authors = Author.includes(:books)
authors.each do |author|
puts author.books.pluck(:title)
end
With
includes
, Rails performs a single query to fetch all authors and another single query to fetch all associated books.Using Eager Loading with
eager_load
eager_load
forces Rails to use a SQL JOIN
to load the associated records. This can be useful if you need to filter or sort based on the associated records.
# Fetching all authors and their books with eager loading using JOIN
authors = Author.eager_load(:books)
authors.each do |author|
puts author.books.pluck(:title)
end
This approach performs a single query with a
LEFT OUTER JOIN
.Using Eager Loading with
preload
preload
is similar to includes
, but it always uses separate queries for loading the associations.
# Fetching all authors and their books with eager loading using separate queries
authors = Author.preload(:books)
authors.each do |author|
puts author.books.pluck(:title)
end
preload
is useful when you know that separate queries will be more efficient, for example, when fetching a large number of records.Summary
Eager loading is a powerful tool in Rails that helps to optimize database access by pre-loading associations. Using
includes
, eager_load
, or preload
appropriately can significantly improve the performance of your application by reducing the number of database queries.#rails #db #optimizing_queries