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DO NOT READ THIS FILE ON GITHUB, GUIDES ARE PUBLISHED ON https://guides.rubyonrails.org.

Active Record Query Interface

This guide covers different ways to retrieve data from the database using Active Record.

After reading this guide, you will know:

How to find records using a variety of methods and conditions.
How to specify the order, retrieved attributes, grouping, and other properties of the found records.
How to use eager loading to reduce the number of database queries needed for data retrieval.
How to use dynamic finder methods.
How to use method chaining to use multiple Active Record methods together.
How to check for the existence of particular records.
How to perform various calculations on Active Record models.
How to run EXPLAIN on relations.

What is the Active Record Query Interface?

If you're used to using raw SQL to find database records, then you will generally find that there are better ways to carry out the same operations in Rails. Active Record insulates you from the need to use SQL in most cases.

Active Record will perform queries on the database for you and is compatible with most database systems, including MySQL, MariaDB, PostgreSQL, and SQLite. Regardless of which database system you're using, the Active Record method format will always be the same.

Code examples throughout this guide will refer to one or more of the following models:

TIP: All of the following models use id as the primary key, unless specified otherwise.

class Author < ApplicationRecord
  has_many :books, -> { order(year_published: :desc) }
end

class Book < ApplicationRecord
  belongs_to :supplier
  belongs_to :author
  has_many :reviews
  has_and_belongs_to_many :orders, join_table: 'books_orders'

  scope :in_print, -> { where(out_of_print: false) }
  scope :out_of_print, -> { where(out_of_print: true) }
  scope :old, -> { where('year_published < ?', 50.years.ago )}
  scope :out_of_print_and_expensive, -> { out_of_print.where('price > 500') }
  scope :costs_more_than, ->(amount) { where('price > ?', amount) }
end

class Customer < ApplicationRecord
  has_many :orders
  has_many :reviews
end

class Order < ApplicationRecord
  belongs_to :customer
  has_and_belongs_to_many :books, join_table: 'books_orders'

  enum status: [:shipped, :being_packed, :complete, :cancelled]

  scope :created_before, ->(time) { where('created_at < ?', time) }
end

class Review < ApplicationRecord
  belongs_to :customer
  belongs_to :book

  enum state: [:not_reviewed, :published, :hidden]
end

class Supplier < ApplicationRecord
  has_many :books
  has_many :authors, through: :books
end

Retrieving Objects from the Database

To retrieve objects from the database, Active Record provides several finder methods. Each finder method allows you to pass arguments into it to perform certain queries on your database without writing raw SQL.

The methods are:

annotate
find
create_with
distinct
eager_load
extending
extract_associated
from
group
having
includes
joins
left_outer_joins
limit
lock
none
offset
optimizer_hints
order
preload
readonly
references
reorder
reselect
reverse_order
select
where

Finder methods that return a collection, such as where and group, return an instance of ActiveRecord::Relation. Methods that find a single entity, such as find and first, return a single instance of the model.

The primary operation of Model.find(options) can be summarized as:

Convert the supplied options to an equivalent SQL query.
Fire the SQL query and retrieve the corresponding results from the database.
Instantiate the equivalent Ruby object of the appropriate model for every resulting row.
Run after_find and then after_initialize callbacks, if any.

Retrieving a Single Object

Active Record provides several different ways of retrieving a single object.

`find`

Using the find method, you can retrieve the object corresponding to the specified primary key that matches any supplied options. For example:

# Find the customer with primary key (id) 10.
customer = Customer.find(10)
# => #<Customer id: 10, first_name: "Ryan">

The SQL equivalent of the above is:

SELECT * FROM customers WHERE (customers.id = 10) LIMIT 1

The find method will raise an ActiveRecord::RecordNotFound exception if no matching record is found.

You can also use this method to query for multiple objects. Call the find method and pass in an array of primary keys. The return will be an array containing all of the matching records for the supplied primary keys. For example:

# Find the customers with primary keys 1 and 10.
customers = Customer.find([1, 10]) # Or even Customer.find(1, 10)
# => [#<Customer id: 1, first_name: "Lifo">, #<Customer id: 10, first_name: "Ryan">]

The SQL equivalent of the above is:

SELECT * FROM customers WHERE (customers.id IN (1,10))

WARNING: The find method will raise an ActiveRecord::RecordNotFound exception unless a matching record is found for all of the supplied primary keys.

`take`

The take method retrieves a record without any implicit ordering. For example:

customer = Customer.take
# => #<Customer id: 1, first_name: "Lifo">

The SQL equivalent of the above is:

SELECT * FROM customers LIMIT 1

The take method returns nil if no record is found and no exception will be raised.

You can pass in a numerical argument to the take method to return up to that number of results. For example

customers = Customer.take(2)
# => [
#   #<Customer id: 1, first_name: "Lifo">,
#   #<Customer id: 220, first_name: "Sara">
# ]

The SQL equivalent of the above is:

SELECT * FROM customers LIMIT 2

The take! method behaves exactly like take, except that it will raise ActiveRecord::RecordNotFound if no matching record is found.

TIP: The retrieved record may vary depending on the database engine.

`first`

The first method finds the first record ordered by primary key (default). For example:

customer = Customer.first
# => #<Customer id: 1, first_name: "Lifo">

The SQL equivalent of the above is:

SELECT * FROM customers ORDER BY customers.id ASC LIMIT 1

The first method returns nil if no matching record is found and no exception will be raised.

If your default scope contains an order method, first will return the first record according to this ordering.

You can pass in a numerical argument to the first method to return up to that number of results. For example

customers = Customer.first(3)
# => [
#   #<Customer id: 1, first_name: "Lifo">,
#   #<Customer id: 2, first_name: "Fifo">,
#   #<Customer id: 3, first_name: "Filo">
# ]

The SQL equivalent of the above is:

SELECT * FROM customers ORDER BY customers.id ASC LIMIT 3

On a collection that is ordered using order, first will return the first record ordered by the specified attribute for order.

customer = Customer.order(:first_name).first
# => #<Customer id: 2, first_name: "Fifo">

The SQL equivalent of the above is:

SELECT * FROM customers ORDER BY customers.first_name ASC LIMIT 1

The first! method behaves exactly like first, except that it will raise ActiveRecord::RecordNotFound if no matching record is found.

`last`

The last method finds the last record ordered by primary key (default). For example:

customer = Customer.last
# => #<Customer id: 221, first_name: "Russel">

The SQL equivalent of the above is:

SELECT * FROM customers ORDER BY customers.id DESC LIMIT 1

The last method returns nil if no matching record is found and no exception will be raised.

If your default scope contains an order method, last will return the last record according to this ordering.

You can pass in a numerical argument to the last method to return up to that number of results. For example

customers = Customer.last(3)
# => [
#   #<Customer id: 219, first_name: "James">,
#   #<Customer id: 220, first_name: "Sara">,
#   #<Customer id: 221, first_name: "Russel">
# ]

The SQL equivalent of the above is:

SELECT * FROM customers ORDER BY customers.id DESC LIMIT 3

On a collection that is ordered using order, last will return the last record ordered by the specified attribute for order.

customer = Customer.order(:first_name).last
# => #<Customer id: 220, first_name: "Sara">

The SQL equivalent of the above is:

SELECT * FROM customers ORDER BY customers.first_name DESC LIMIT 1

The last! method behaves exactly like last, except that it will raise ActiveRecord::RecordNotFound if no matching record is found.

`find_by`

The find_by method finds the first record matching some conditions. For example:

Customer.find_by first_name: 'Lifo'
# => #<Customer id: 1, first_name: "Lifo">

Customer.find_by first_name: 'Jon'
# => nil

It is equivalent to writing:

Customer.where(first_name: 'Lifo').take

The SQL equivalent of the above is:

SELECT * FROM customers WHERE (customers.first_name = 'Lifo') LIMIT 1

The find_by! method behaves exactly like find_by, except that it will raise ActiveRecord::RecordNotFound if no matching record is found. For example:

Customer.find_by! first_name: 'does not exist'
# => ActiveRecord::RecordNotFound

This is equivalent to writing:

Customer.where(first_name: 'does not exist').take!

Retrieving Multiple Objects in Batches

We often need to iterate over a large set of records, as when we send a newsletter to a large set of customers, or when we export data.

This may appear straightforward:

# This may consume too much memory if the table is big.
Customer.all.each do |customer|
  NewsMailer.weekly(customer).deliver_now
end

But this approach becomes increasingly impractical as the table size increases, since Customer.all.each instructs Active Record to fetch the entire table in a single pass, build a model object per row, and then keep the entire array of model objects in memory. Indeed, if we have a large number of records, the entire collection may exceed the amount of memory available.

Rails provides two methods that address this problem by dividing records into memory-friendly batches for processing. The first method, find_each, retrieves a batch of records and then yields each record to the block individually as a model. The second method, find_in_batches, retrieves a batch of records and then yields the entire batch to the block as an array of models.

TIP: The find_each and find_in_batches methods are intended for use in the batch processing of a large number of records that wouldn't fit in memory all at once. If you just need to loop over a thousand records the regular find methods are the preferred option.

`find_each`

The find_each method retrieves records in batches and then yields each one to the block. In the following example, find_each retrieves customers in batches of 1000 and yields them to the block one by one:

Customer.find_each do |customer|
  NewsMailer.weekly(customer).deliver_now
end

This process is repeated, fetching more batches as needed, until all of the records have been processed.

find_each works on model classes, as seen above, and also on relations:

Customer.where(weekly_subscriber: true).find_each do |customer|
  NewsMailer.weekly(customer).deliver_now
end

as long as they have no ordering, since the method needs to force an order internally to iterate.

If an order is present in the receiver the behaviour depends on the flag config.active_record.error_on_ignored_order. If true, ArgumentError is raised, otherwise the order is ignored and a warning issued, which is the default. This can be overridden with the option :error_on_ignore, explained below.

Options for `find_each`

:batch_size

The :batch_size option allows you to specify the number of records to be retrieved in each batch, before being passed individually to the block. For example, to retrieve records in batches of 5000:

Customer.find_each(batch_size: 5000) do |customer|
  NewsMailer.weekly(customer).deliver_now
end

:start

By default, records are fetched in ascending order of the primary key. The :start option allows you to configure the first ID of the sequence whenever the lowest ID is not the one you need. This would be useful, for example, if you wanted to resume an interrupted batch process, provided you saved the last processed ID as a checkpoint.

For example, to send newsletters only to customers with the primary key starting from 2000:

Customer.find_each(start: 2000) do |customer|
  NewsMailer.weekly(customer).deliver_now
end

:finish

Similar to the :start option, :finish allows you to configure the last ID of the sequence whenever the highest ID is not the one you need. This would be useful, for example, if you wanted to run a batch process using a subset of records based on :start and :finish.

For example, to send newsletters only to customers with the primary key starting from 2000 up to 10000:

Customer.find_each(start: 2000, finish: 10000) do |customer|
  NewsMailer.weekly(customer).deliver_now
end

Another example would be if you wanted multiple workers handling the same processing queue. You could have each worker handle 10000 records by setting the appropriate :start and :finish options on each worker.

:error_on_ignore

Overrides the application config to specify if an error should be raised when an order is present in the relation.

`find_in_batches`

The find_in_batches method is similar to find_each, since both retrieve batches of records. The difference is that find_in_batches yields batches to the block as an array of models, instead of individually. The following example will yield to the supplied block an array of up to 1000 customers at a time, with the final block containing any remaining customers:

# Give add_customers an array of 1000 customers at a time.
Customer.find_in_batches do |customers|
  export.add_customers(customers)
end

find_in_batches works on model classes, as seen above, and also on relations:

# Give add_customers an array of 1000 recently active customers at a time.
Customer.recently_active.find_in_batches do |customers|
  export.add_customers(customers)
end

as long as they have no ordering, since the method needs to force an order internally to iterate.

Options for `find_in_batches`

The find_in_batches method accepts the same options as find_each:

:batch_size

Just like for find_each, batch_size establishes how many records will be retrieved in each group. For example, retrieving batches of 2500 records can be specified as:

Customer.find_in_batches(batch_size: 2500) do |customers|
  export.add_customers(customers)
end

:start

The start option allows specifying the beginning ID from where records will be selected. As mentioned before, by default records are fetched in ascending order of the primary key. For example, to retrieve customers starting on ID: 5000 in batches of 2500 records, the following code can be used:

Customer.find_in_batches(batch_size: 2500, start: 5000) do |customers|
  export.add_customers(customers)
end

:finish

The finish option allows specifying the ending ID of the records to be retrieved. The code below shows the case of retrieving customers in batches, up to the customer with ID: 7000:

Customer.find_in_batches(finish: 7000) do |customers|
  export.add_customers(customers)
end

:error_on_ignore

The error_on_ignore option overrides the application config to specify if an error should be raised when a specific order is present in the relation.

Conditions

The where method allows you to specify conditions to limit the records returned, representing the WHERE-part of the SQL statement. Conditions can either be specified as a string, array, or hash.

Pure String Conditions

If you'd like to add conditions to your find, you could just specify them in there, just like Book.where("title = 'Introduction to Algorithms'"). This will find all books where the title field value is 'Introduction to Algorithms'.

WARNING: Building your own conditions as pure strings can leave you vulnerable to SQL injection exploits. For example, Book.where("title LIKE '%#{params[:title]}%'") is not safe. See the next section for the preferred way to handle conditions using an array.

Array Conditions

Now what if that title could vary, say as an argument from somewhere? The find would then take the form:

Book.where("title = ?", params[:title])

Active Record will take the first argument as the conditions string and any additional arguments will replace the question marks (?) in it.

If you want to specify multiple conditions:

Book.where("title = ? AND out_of_print = ?", params[:title], false)

In this example, the first question mark will be replaced with the value in params[:title] and the second will be replaced with the SQL representation of false, which depends on the adapter.

This code is highly preferable:

Book.where("title = ?", params[:title])

to this code:

Book.where("title = #{params[:title]}")

because of argument safety. Putting the variable directly into the conditions string will pass the variable to the database as-is. This means that it will be an unescaped variable directly from a user who may have malicious intent. If you do this, you put your entire database at risk because once a user finds out they can exploit your database they can do just about anything to it. Never ever put your arguments directly inside the conditions string.

TIP: For more information on the dangers of SQL injection, see the Ruby on Rails Security Guide.

Placeholder Conditions

Similar to the (?) replacement style of params, you can also specify keys in your conditions string along with a corresponding keys/values hash:

Book.where("created_at >= :start_date AND created_at <= :end_date",
  {start_date: params[:start_date], end_date: params[:end_date]})

This makes for clearer readability if you have a large number of variable conditions.

Hash Conditions

Active Record also allows you to pass in hash conditions which can increase the readability of your conditions syntax. With hash conditions, you pass in a hash with keys of the fields you want qualified and the values of how you want to qualify them:

NOTE: Only equality, range, and subset checking are possible with Hash conditions.

Equality Conditions

Book.where(out_of_print: true)

This will generate SQL like this:

SELECT * FROM books WHERE (books.out_of_print = 1)

The field name can also be a string:

Book.where('out_of_print' => true)

In the case of a belongs_to relationship, an association key can be used to specify the model if an Active Record object is used as the value. This method works with polymorphic relationships as well.

author = Author.first
Book.where(author: author)
Author.joins(:books).where(books: { author: author })

Range Conditions

Book.where(created_at: (Time.now.midnight - 1.day)..Time.now.midnight)

This will find all books created yesterday by using a BETWEEN SQL statement:

SELECT * FROM books WHERE (books.created_at BETWEEN '2008-12-21 00:00:00' AND '2008-12-22 00:00:00')

This demonstrates a shorter syntax for the examples in Array Conditions

Subset Conditions

If you want to find records using the IN expression you can pass an array to the conditions hash:

Customer.where(orders_count: [1,3,5])

This code will generate SQL like this:

SELECT * FROM customers WHERE (customers.orders_count IN (1,3,5))

NOT Conditions

NOT SQL queries can be built by where.not:

Customer.where.not(orders_count: [1,3,5])

In other words, this query can be generated by calling where with no argument, then immediately chain with not passing where conditions. This will generate SQL like this:

SELECT * FROM customers WHERE (customers.orders_count NOT IN (1,3,5))

OR Conditions

OR conditions between two relations can be built by calling or on the first relation, and passing the second one as an argument.

Customer.where(last_name: 'Smith').or(Customer.where(orders_count: [1,3,5]))

SELECT * FROM customers WHERE (customers.last_name = 'Smith' OR customers.orders_count IN (1,3,5))

Ordering

To retrieve records from the database in a specific order, you can use the order method.

For example, if you're getting a set of records and want to order them in ascending order by the created_at field in your table:

Customer.order(:created_at)
# OR
Customer.order("created_at")

You could specify ASC or DESC as well:

Customer.order(created_at: :desc)
# OR
Customer.order(created_at: :asc)
# OR
Customer.order("created_at DESC")
# OR
Customer.order("created_at ASC")

Or ordering by multiple fields:

Customer.order(orders_count: :asc, created_at: :desc)
# OR
Customer.order(:orders_count, created_at: :desc)
# OR
Customer.order("orders_count ASC, created_at DESC")
# OR
Customer.order("orders_count ASC", "created_at DESC")

If you want to call order multiple times, subsequent orders will be appended to the first:

Customer.order("orders_count ASC").order("created_at DESC")
# SELECT * FROM customers ORDER BY orders_count ASC, created_at DESC

WARNING: In most database systems, on selecting fields with distinct from a result set using methods like select, pluck and ids; the order method will raise an ActiveRecord::StatementInvalid exception unless the field(s) used in order clause are included in the select list. See the next section for selecting fields from the result set.

Selecting Specific Fields

By default, Model.find selects all the fields from the result set using select *.

To select only a subset of fields from the result set, you can specify the subset via the select method.

For example, to select only isbn and out_of_print columns:

Book.select(:isbn, :out_of_print)
# OR
Book.select("isbn, out_of_print")

The SQL query used by this find call will be somewhat like:

SELECT isbn, out_of_print FROM books

Be careful because this also means you're initializing a model object with only the fields that you've selected. If you attempt to access a field that is not in the initialized record you'll receive:

ActiveModel::MissingAttributeError: missing attribute: <attribute>

Where <attribute> is the attribute you asked for. The id method will not raise the ActiveRecord::MissingAttributeError, so just be careful when working with associations because they need the id method to function properly.

If you would like to only grab a single record per unique value in a certain field, you can use distinct:

Customer.select(:last_name).distinct

This would generate SQL like:

SELECT DISTINCT last_name FROM customers

You can also remove the uniqueness constraint:

query = Customer.select(:last_name).distinct
# => Returns unique last_names

query.distinct(false)
# => Returns all last_names, even if there are duplicates

Limit and Offset

To apply LIMIT to the SQL fired by the Model.find, you can specify the LIMIT using limit and offset methods on the relation.

You can use limit to specify the number of records to be retrieved, and use offset to specify the number of records to skip before starting to return the records. For example

Customer.limit(5)

will return a maximum of 5 customers and because it specifies no offset it will return the first 5 in the table. The SQL it executes looks like this:

SELECT * FROM customers LIMIT 5

Adding offset to that

Customer.limit(5).offset(30)

will return instead a maximum of 5 customers beginning with the 31st. The SQL looks like:

SELECT * FROM customers LIMIT 5 OFFSET 30

Group

To apply a GROUP BY clause to the SQL fired by the finder, you can use the group method.

For example, if you want to find a collection of the dates on which orders were created:

Order.select("created_at").group("created_at")

And this will give you a single Order object for each date where there are orders in the database.

The SQL that would be executed would be something like this:

SELECT created_at
FROM orders
GROUP BY created_at

Total of grouped items

To get the total of grouped items on a single query, call count after the group.

Order.group(:status).count
# => { 'being_packed' => 7, 'shipped' => 12 }

The SQL that would be executed would be something like this:

SELECT COUNT (*) AS count_all, status AS status
FROM orders
GROUP BY status

Having

SQL uses the HAVING clause to specify conditions on the GROUP BY fields. You can add the HAVING clause to the SQL fired by the Model.find by adding the having method to the find.

For example:

Order.select("created_at, sum(total) as total_price").
  group("created_at").having("sum(total) > ?", 200)

The SQL that would be executed would be something like this:

SELECT created_at as ordered_date, sum(total) as total_price
FROM orders
GROUP BY created_at
HAVING sum(total) > 200

This returns the date and total price for each order object, grouped by the day they were ordered and where the total is more than $200.

You would access the total_price for each order object returned like this:

big_orders = Order.select("created_at, sum(total) as total_price")
                  .group("created_at")
                  .having("sum(total) > ?", 200)

big_orders[0].total_price
# Returns the total price for the first Order object

Overriding Conditions

`unscope`

You can specify certain conditions to be removed using the unscope method. For example:

Book.where('id > 100').limit(20).order('id desc').unscope(:order)

The SQL that would be executed:

SELECT * FROM books WHERE id > 100 LIMIT 20

# Original query without `unscope`
SELECT * FROM books WHERE id > 100 ORDER BY id desc LIMIT 20

You can also unscope specific where clauses. For example, this will remove id condition from the where clause:

Book.where(id: 10, out_of_print: false).unscope(where: :id)
# SELECT books.* FROM books WHERE out_of_print = 0

A relation which has used unscope will affect any relation into which it is merged:

Book.order('id desc').merge(Book.unscope(:order))
# SELECT books.* FROM books

`only`

You can also override conditions using the only method. For example:

Book.where('id > 10').limit(20).order('id desc').only(:order, :where)

The SQL that would be executed:

SELECT * FROM books WHERE id > 10 ORDER BY id DESC

# Original query without `only`
SELECT * FROM books WHERE id > 10 ORDER BY id DESC LIMIT 20

`reselect`

The reselect method overrides an existing select statement. For example:

Book.select(:title, :isbn).reselect(:created_at)

The SQL that would be executed:

SELECT `books`.`created_at` FROM `books`

Compare this to the case where the reselect clause is not used:

Book.select(:title, :isbn).select(:created_at)

the SQL executed would be:

SELECT `books`.`title`, `books`.`isbn`, `books`.`created_at` FROM `books`

`reorder`

The reorder method overrides the default scope order. For example if the class definition includes this:

class Author < ApplicationRecord
  has_many :books, -> { order(year_published: :desc) }
end

And you execute this:

Author.find(10).books

The SQL that would be executed:

SELECT * FROM authors WHERE id = 10 LIMIT 1
SELECT * FROM books WHERE author_id = 10 ORDER BY year_published DESC

You can using the reorder clause to specify a different way to order the books:

Author.find(10).books.reorder('year_published ASC')

The SQL that would be executed:

SELECT * FROM authors WHERE id = 10 LIMIT 1
SELECT * FROM books WHERE author_id = 10 ORDER BY year_published ASC

`reverse_order`

The reverse_order method reverses the ordering clause if specified.

Customer.where("orders_count > 10").order(:last_name).reverse_order

The SQL that would be executed:

SELECT * FROM customers WHERE orders_count > 10 ORDER BY last_name DESC

If no ordering clause is specified in the query, the reverse_order orders by the primary key in reverse order.

Customer.where("orders_count > 10").reverse_order

The SQL that would be executed:

SELECT * FROM customers WHERE orders_count > 10 ORDER BY customers.id DESC

The reverse_order method accepts no arguments.

`rewhere`

The rewhere method overrides an existing, named where condition. For example:

Book.where(out_of_print: true).rewhere(out_of_print: false)

The SQL that would be executed:

SELECT * FROM books WHERE `out_of_print` = 0

If the rewhere clause is not used, the where clauses are ANDed together:

Book.where(out_of_print: true).where(out_of_print: false)

the SQL executed would be:

SELECT * FROM books WHERE `out_of_print` = 1 AND `out_of_print` = 0

Null Relation

The none method returns a chainable relation with no records. Any subsequent conditions chained to the returned relation will continue generating empty relations. This is useful in scenarios where you need a chainable response to a method or a scope that could return zero results.

Order.none # returns an empty Relation and fires no queries.

# The highlighted_reviews method below is expected to always return a Relation.
Book.first.highlighted_reviews.average(:rating)
# => Returns average rating of a book

class Book
  # Returns reviews if there are atleast 5,
  # else consider this as non-reviewed book
  def highlighted_reviews
    if reviews.count > 5
      reviews
    else
      Review.none # Does not meet minimum threshold yet
    end
  end
end

Readonly Objects

Active Record provides the readonly method on a relation to explicitly disallow modification of any of the returned objects. Any attempt to alter a readonly record will not succeed, raising an ActiveRecord::ReadOnlyRecord exception.

customer = Customer.readonly.first
customer.visits += 1
customer.save

As customer is explicitly set to be a readonly object, the above code will raise an ActiveRecord::ReadOnlyRecord exception when calling customer.save with an updated value of visits.

Locking Records for Update

Locking is helpful for preventing race conditions when updating records in the database and ensuring atomic updates.

Active Record provides two locking mechanisms:

Optimistic Locking
Pessimistic Locking

Optimistic Locking

Optimistic locking allows multiple users to access the same record for edits, and assumes a minimum of conflicts with the data. It does this by checking whether another process has made changes to a record since it was opened. An ActiveRecord::StaleObjectError exception is thrown if that has occurred and the update is ignored.

Optimistic locking column

In order to use optimistic locking, the table needs to have a column called lock_version of type integer. Each time the record is updated, Active Record increments the lock_version column. If an update request is made with a lower value in the lock_version field than is currently in the lock_version column in the database, the update request will fail with an ActiveRecord::StaleObjectError.

For example:

c1 = Customer.find(1)
c2 = Customer.find(1)

c1.first_name = "Sandra"
c1.save

c2.first_name = "Michael"
c2.save # Raises an ActiveRecord::StaleObjectError

You're then responsible for dealing with the conflict by rescuing the exception and either rolling back, merging, or otherwise apply the business logic needed to resolve the conflict.

This behavior can be turned off by setting ActiveRecord::Base.lock_optimistically = false.

To override the name of the lock_version column, ActiveRecord::Base provides a class attribute called locking_column:

class Customer < ApplicationRecord
  self.locking_column = :lock_customer_column
end

Pessimistic Locking

Pessimistic locking uses a locking mechanism provided by the underlying database. Using lock when building a relation obtains an exclusive lock on the selected rows. Relations using lock are usually wrapped inside a transaction for preventing deadlock conditions.

For example:

Book.transaction do
  book = Book.lock.first
  book.title = 'Algorithms, second edition'
  book.save!
end

The above session produces the following SQL for a MySQL backend:

SQL (0.2ms)   BEGIN
Book Load (0.3ms)   SELECT * FROM `books` LIMIT 1 FOR UPDATE
Book Update (0.4ms)   UPDATE `books` SET `updated_at` = '2009-02-07 18:05:56', `title` = 'Algorithms, second edition' WHERE `id` = 1
SQL (0.8ms)   COMMIT

You can also pass raw SQL to the lock method for allowing different types of locks. For example, MySQL has an expression called LOCK IN SHARE MODE where you can lock a record but still allow other queries to read it. To specify this expression just pass it in as the lock option:

Book.transaction do
  book = Book.lock("LOCK IN SHARE MODE").find(1)
  book.increment!(:views)
end

NOTE: Note that your database must support the raw SQL, that you pass in to the lock method.

If you already have an instance of your model, you can start a transaction and acquire the lock in one go using the following code:

book = Book.first
book.with_lock do
  # This block is called within a transaction,
  # book is already locked.
  book.increment!(:views)
end

Joining Tables

Active Record provides two finder methods for specifying JOIN clauses on the resulting SQL: joins and left_outer_joins. While joins should be used for INNER JOIN or custom queries, left_outer_joins is used for queries using LEFT OUTER JOIN.

`joins`

There are multiple ways to use the joins method.

Using a String SQL Fragment

You can just supply the raw SQL specifying the JOIN clause to joins:

Author.joins("INNER JOIN books ON books.author_id = authors.id AND books.out_of_print = FALSE")

This will result in the following SQL:

SELECT authors.* FROM authors INNER JOIN books ON books.author_id = authors.id AND books.out_of_print = FALSE

Using Array/Hash of Named Associations

Active Record lets you use the names of the associations defined on the model as a shortcut for specifying JOIN clauses for those associations when using the joins method.

All of the following will produce the expected join queries using INNER JOIN:

Joining a Single Association

Book.joins(:reviews)

This produces:

SELECT books.* FROM books
  INNER JOIN reviews ON reviews.book_id = books.id

Or, in English: "return a Book object for all books with reviews". Note that you will see duplicate books if a book has more than one review. If you want unique books, you can use Book.joins(:reviews).distinct.

Joining Multiple Associations

Book.joins(:author, :reviews)

This produces:

SELECT books.* FROM books
  INNER JOIN authors ON authors.id = books.author_id
  INNER JOIN reviews ON reviews.book_id = books.id

Or, in English: "return all books with their author that have at least one review". Note again that books with multiple reviews will show up multiple times.

Joining Nested Associations (Single Level)

Book.joins(reviews: :customer)

This produces:

SELECT books.* FROM books
  INNER JOIN reviews ON reviews.book_id = book.id
  INNER JOIN customer ON customers.id = reviews.id

Or, in English: "return all books that have a review by a customer."

Joining Nested Associations (Multiple Level)

Author.joins(books: [{reviews: { customer: :orders} }, :supplier] )

This produces:

SELECT * FROM authors
  INNER JOIN books ON books.author_id = authors.id
  INNER JOIN reviews ON reviews.book_id = books.id
  INNER JOIN customers ON customers.id = reviews.customer_id
  INNER JOIN orders ON orders.customer_id = customers.id
INNER JOIN suppliers ON suppliers.id = books.supplier_id

Or, in English: "return all authors that have books with reviews and have been ordered by a customer, and the suppliers for those books."

Specifying Conditions on the Joined Tables

You can specify conditions on the joined tables using the regular Array and String conditions. Hash conditions provide a special syntax for specifying conditions for the joined tables:

time_range = (Time.now.midnight - 1.day)..Time.now.midnight
Customer.joins(:orders).where('orders.created_at' => time_range)

This will find all customers who have orders that were created yesterday, using a BETWEEN SQL expression to compare created_at.

An alternative and cleaner syntax is to nest the hash conditions:

time_range = (Time.now.midnight - 1.day)..Time.now.midnight
Customer.joins(:orders).where(orders: { created_at: time_range })

This will find all customers who have orders that were created yesterday, again using a BETWEEN SQL expression.

`left_outer_joins`

If you want to select a set of records whether or not they have associated records you can use the left_outer_joins method.

Customer.left_outer_joins(:reviews).distinct.select('customers.*, COUNT(reviews.*) AS reviews_count').group('customers.id')

Which produces:

SELECT DISTINCT customers.*, COUNT(reviews.*) AS reviews_count FROM customers
LEFT OUTER JOIN reviews ON reviews.customer_id = customers.id GROUP BY customers.id

Which means: "return all customers with their count of reviews, whether or not they have any reviews at all"

Eager Loading Associations

Eager loading is the mechanism for loading the associated records of the objects returned by Model.find using as few queries as possible.

N + 1 queries problem

Consider the following code, which finds 10 books and prints their authors' last_name:

books = Book.limit(10)

books.each do |book|
  puts book.author.last_name
end

This code looks fine at the first sight. But the problem lies within the total number of queries executed. The above code executes 1 (to find 10 books) + 10 (one per each book to load the author) = 11 queries in total.

Solution to N + 1 queries problem

Active Record lets you specify in advance all the associations that are going to be loaded. This is possible by specifying the includes method of the Model.find call. With includes, Active Record ensures that all of the specified associations are loaded using the minimum possible number of queries.

Revisiting the above case, we could rewrite Book.limit(10) to eager load authors:

books = Book.includes(:author).limit(10)

books.each do |book|
  puts book.author.last_name
end

The above code will execute just 2 queries, as opposed to 11 queries in the previous case:

SELECT * FROM books LIMIT 10
SELECT authors.* FROM authors
  WHERE (authors.id IN (1,2,3,4,5,6,7,8,9,10))

Eager Loading Multiple Associations

Active Record lets you eager load any number of associations with a single Model.find call by using an array, hash, or a nested hash of array/hash with the includes method.

Array of Multiple Associations

Customer.includes(:orders, :reviews)

This loads all the customers and the associated orders and reviews for each.

Nested Associations Hash

Customer.includes(orders: {books: [:supplier, :author]}).find(1)

This will find the customer with id 1 and eager load all of the associated orders for it, the books for all of the orders, and the author and supplier for each of the books.

Specifying Conditions on Eager Loaded Associations

Even though Active Record lets you specify conditions on the eager loaded associations just like joins, the recommended way is to use joins instead.

However if you must do this, you may use where as you would normally.

Author.includes(:books).where(books: { out_of_print: true })

This would generate a query which contains a LEFT OUTER JOIN whereas the joins method would generate one using the INNER JOIN function instead.

  SELECT authors.id AS t0_r0, ... books.updated_at AS t1_r5 FROM authors LEFT OUTER JOIN "books" ON "books"."author_id" = "authors"."id" WHERE (books.out_of_print = 1)

If there was no where condition, this would generate the normal set of two queries.

NOTE: Using where like this will only work when you pass it a Hash. For SQL-fragments you need to use references to force joined tables:

Author.includes(:books).where("books.out_of_print = true").references(:books)

If, in the case of this includes query, there were no books for any authors, all the authors would still be loaded. By using joins (an INNER JOIN), the join conditions must match, otherwise no records will be returned.

NOTE: If an association is eager loaded as part of a join, any fields from a custom select clause will not be present on the loaded models. This is because it is ambiguous whether they should appear on the parent record, or the child.

Scopes

Scoping allows you to specify commonly-used queries which can be referenced as method calls on the association objects or models. With these scopes, you can use every method previously covered such as where, joins and includes. All scope bodies should return an ActiveRecord::Relation or nil to allow for further methods (such as other scopes) to be called on it.

To define a simple scope, we use the scope method inside the class, passing the query that we'd like to run when this scope is called:

class Book < ApplicationRecord
  scope :out_of_print, -> { where(out_of_print: true) }
end

To call this out_of_print scope we can call it on either the class:

Book.out_of_print # => [all books out of print]

Or on an association consisting of Book objects:

author = Author.first
author.books.out_of_print # => [all out of print books by this author]

Scopes are also chainable within scopes:

class Book < ApplicationRecord
  scope :out_of_print, -> { where(out_of_print: true) }
  scope :out_of_print_and_expensive, -> { out_of_print.where("price > 500") }
end

Passing in arguments

Your scope can take arguments:

class Book < ApplicationRecord
  scope :costs_more_than, ->(amount) { where("price > ?", amount) }
end

Call the scope as if it were a class method:

Book.costs_more_than(100.10)

However, this is just duplicating the functionality that would be provided to you by a class method.

class Book < ApplicationRecord
  def self.costs_more_than(amount)
    where("price > ?", amount)
  end
end

These methods will still be accessible on the association objects:

author.books.costs_more_than(100.10)

Using conditionals

Your scope can utilize conditionals:

class Order < ApplicationRecord
  scope :created_before, ->(time) { where("created_at < ?", time) if time.present? }
end

Like the other examples, this will behave similarly to a class method.

class Order < ApplicationRecord
  def self.created_before(time)
    where("created_at < ?", time) if time.present?
  end
end

However, there is one important caveat: A scope will always return an ActiveRecord::Relation object, even if the conditional evaluates to false, whereas a class method, will return nil. This can cause NoMethodError when chaining class methods with conditionals, if any of the conditionals return false.

Applying a default scope

If we wish for a scope to be applied across all queries to the model we can use the default_scope method within the model itself.

class Book < ApplicationRecord
  default_scope { where(out_of_print: false) }
end

When queries are executed on this model, the SQL query will now look something like this:

SELECT * FROM books WHERE (out_of_print = false)

If you need to do more complex things with a default scope, you can alternatively define it as a class method:

class Book < ApplicationRecord
  def self.default_scope
    # Should return an ActiveRecord::Relation.
  end
end

NOTE: The default_scope is also applied while creating/building a record when the scope arguments are given as a Hash. It is not applied while updating a record. E.g.:

class Book < ApplicationRecord
  default_scope { where(out_of_print: false) }
end

Book.new          # => #<Book id: nil, out_of_print: false>
Book.unscoped.new # => #<Book id: nil, out_of_print: nil>

Be aware that, when given in the Array format, default_scope query arguments cannot be converted to a Hash for default attribute assignment. E.g.:

class Book < ApplicationRecord
  default_scope { where("out_of_print = ?", false) }
end

Book.new # => #<Book id: nil, out_of_print: nil>

Merging of scopes

Just like where clauses, scopes are merged using AND conditions.

class Book < ApplicationRecord
  scope :in_print, -> { where(out_of_print: false) }
  scope :out_of_print, -> { where(out_of_print: true) }

  scope :recent, -> { where('year_published >= ?', Date.current.year - 50 )}
  scope :old, -> { where('year_published < ?', Date.current.year - 50 )}
end

Book.out_of_print.old
# SELECT books.* FROM books WHERE books.out_of_print = 'true' AND books.year_published < 1969

We can mix and match scope and where conditions and the final SQL will have all conditions joined with AND.

Book.in_print.where('price < 100')
# SELECT books.* FROM books WHERE books.out_of_print = 'false' AND books.price < 100

If we do want the last where clause to win then Relation#merge can be used.

Book.in_print.merge(Book.out_of_print)
# SELECT books.* FROM books WHERE books.out_of_print = true

One important caveat is that default_scope will be prepended in scope and where conditions.

class Book < ApplicationRecord
  default_scope { where('year_published >= ?', Date.current.year - 50 )}

  scope :in_print, -> { where(out_of_print: false) }
  scope :out_of_print, -> { where(out_of_print: true) }
end

Book.all
# SELECT books.* FROM books WHERE (year_published >= 1969)

Book.in_print
# SELECT books.* FROM books WHERE (year_published >= 1969) AND books.out_of_print = true

Book.where('price > 50')
# SELECT books.* FROM books WHERE (year_published >= 1969) AND (price > 50)

As you can see above the default_scope is being merged in both scope and where conditions.

Removing All Scoping

If we wish to remove scoping for any reason we can use the unscoped method. This is especially useful if a default_scope is specified in the model and should not be applied for this particular query.

Book.unscoped.load

This method removes all scoping and will do a normal query on the table.

Book.unscoped.all
# SELECT books.* FROM books

Book.where(out_of_print: true).unscoped.all
# SELECT books.* FROM books

unscoped can also accept a block:

Book.unscoped {
  Book.out_of_print
}
# SELECT books.* FROM books WHERE books.out_of_print

Dynamic Finders

For every field (also known as an attribute) you define in your table, Active Record provides a finder method. If you have a field called first_name on your Customer model for example, you get the instance method find_by_first_name for free from Active Record. If you also have a locked field on the Customer model, you also get find_by_locked method.

You can specify an exclamation point (!) on the end of the dynamic finders to get them to raise an ActiveRecord::RecordNotFound error if they do not return any records, like Customer.find_by_name!("Ryan")

If you want to find both by name and orders_count, you can chain these finders together by simply typing "and" between the fields. For example, Customer.find_by_first_name_and_orders_count("Ryan", 5).

Enums

An enum lets you define an Array of values for an attribute and refer to them by name. The actual value stored in the database is an integer that has been mapped to one of the values.

Declaring an enum will:

Create scopes that can be used to find all objects that have or do not have one of the enum values
Create an instance method that can be used to determine if an object has a particular value for the enum
Create an instance method that can be used to change the enum value of an object

for all possible values of an enum.

For example, given this enum declaration:

class Order < ApplicationRecord
  enum status: [:shipped, :being_packaged, :complete, :cancelled]
end

These scopes are created automatically and can be used to find all objects with or wihout a particular value for status:

Order.shipped
# finds all orders with status == :shipped
Order.not_shipped
# finds all orders with status != :shipped
...

These instace methods are created automatically and query whether the model has that value for the status enum:

order = Order.first
order.shipped?
# Returns true if status == :shipped
order.complete?
# Returns true if status == :shipped
...

These instance methods are created automatically and will first update the value of status to the named value and then query whether or not the status has been successfully set to the value:

order = Order.first
order.shipped!
# =>  UPDATE "orders" SET "status" = ?, "updated_at" = ? WHERE "orders"."id" = ?  [["status", 0], ["updated_at", "2019-01-24 07:13:08.524320"], ["id", 1]]
# => true
...

Full documentation about enums can be found here.

Understanding Method Chaining

The Active Record pattern implements Method Chaining, which allow us to use multiple Active Record methods together in a simple and straightforward way.

You can chain methods in a statement when the previous method called returns an ActiveRecord::Relation, like all, where, and joins. Methods that return a single object (see Retrieving a Single Object Section) have to be at the end of the statement.

There are some examples below. This guide won't cover all the possibilities, just a few as examples. When an Active Record method is called, the query is not immediately generated and sent to the database. The query is sent only when the data is actually needed. So each example below generates a single query.

Retrieving filtered data from multiple tables

Customer
  .select('customers.id, customers.last_name, reviews.body')
  .joins(:reviews)
  .where('reviews.created_at > ?', 1.week.ago)

The result should be something like this:

SELECT customers.id, customers.last_name, reviews.body
FROM customers
INNER JOIN reviews
  ON reviews.customer_id = customers.id
WHERE (reviews.created_at > '2019-01-08')

Retrieving specific data from multiple tables

Book.select('books.id, books.title, authors.first_name')
  .joins(:author)
  .find_by(title: 'Abstraction and Specification in Program Development')

The above should generate:

SELECT books.id, books.title, authors.first_name
FROM books
INNER JOIN authors
 ON authors.id = books.author_id
WHERE books.title = $1 [["title", "Abstraction and Specification in Program Development"]]

NOTE: Note that if a query matches multiple records, find_by will fetch only the first one and ignore the others (see the LIMIT 1 statement above).

Find or Build a New Object

It's common that you need to find a record or create it if it doesn't exist. You can do that with the find_or_create_by and find_or_create_by! methods.

`find_or_create_by`

The find_or_create_by method checks whether a record with the specified attributes exists. If it doesn't, then create is called. Let's see an example.

Suppose you want to find a customer named 'Andy', and if there's none, create one. You can do so by running:

Customer.find_or_create_by(first_name: 'Andy')
# => #Customer id: 5, first_name: "Andy", last_name: nil, title: nil, visits: 0, orders_count: nil, lock_version: 0, created_at: "2019-01-17 07:06:45", updated_at: "2019-01-17 07:06:45"

The SQL generated by this method looks like this:

SELECT * FROM customers WHERE (customers.first_name = 'Andy') LIMIT 1
BEGIN
INSERT INTO customers (created_at, first_name, locked, orders_count, updated_at) VALUES ('2011-08-30 05:22:57', 'Andy', 1, NULL, '2011-08-30 05:22:57')
COMMIT

find_or_create_by returns either the record that already exists or the new record. In our case, we didn't already have a customer named Andy so the record is created and returned.

The new record might not be saved to the database; that depends on whether validations passed or not (just like create).

Suppose we want to set the 'locked' attribute to false if we're creating a new record, but we don't want to include it in the query. So we want to find the customer named "Andy", or if that customer doesn't exist, create a customer named "Andy" which is not locked.

We can achieve this in two ways. The first is to use create_with:

Customer.create_with(locked: false).find_or_create_by(first_name: 'Andy')

The second way is using a block:

Customer.find_or_create_by(first_name: 'Andy') do |c|
  c.locked = false
end

The block will only be executed if the customer is being created. The second time we run this code, the block will be ignored.

`find_or_create_by!`

You can also use find_or_create_by! to raise an exception if the new record is invalid. Validations are not covered on this guide, but let's assume for a moment that you temporarily add

validates :orders_count, presence: true

to your Customer model. If you try to create a new Customer without passing an orders_count, the record will be invalid and an exception will be raised:

Customer.find_or_create_by!(first_name: 'Andy')
# => ActiveRecord::RecordInvalid: Validation failed: Orders count can't be blank

`find_or_initialize_by`

The find_or_initialize_by method will work just like find_or_create_by but it will call new instead of create. This means that a new model instance will be created in memory but won't be saved to the database. Continuing with the find_or_create_by example, we now want the customer named 'Nina':

nina = Customer.find_or_initialize_by(first_name: 'Nina')
# => #<Customer id: nil, first_name: "Nina", orders_count: 0, locked: true, created_at: "2011-08-30 06:09:27", updated_at: "2011-08-30 06:09:27">

nina.persisted?
# => false

nina.new_record?
# => true

Because the object is not yet stored in the database, the SQL generated looks like this:

SELECT * FROM customers WHERE (customers.first_name = 'Nina') LIMIT 1

When you want to save it to the database, just call save:

nina.save
# => true

Finding by SQL

If you'd like to use your own SQL to find records in a table you can use find_by_sql. The find_by_sql method will return an array of objects even if the underlying query returns just a single record. For example you could run this query:

Customer.find_by_sql("SELECT * FROM customers
  INNER JOIN orders ON customers.id = orders.customer_id
  ORDER BY customers.created_at desc")
# =>  [
#   #<Customer id: 1, first_name: "Lucas" ...>,
#   #<Customer id: 2, first_name: "Jan" ...>,
#   ...
# ]

find_by_sql provides you with a simple way of making custom calls to the database and retrieving instantiated objects.

`select_all`

find_by_sql has a close relative called connection#select_all. select_all will retrieve objects from the database using custom SQL just like find_by_sql but will not instantiate them. This method will return an instance of ActiveRecord::Result class and calling to_a on this object would return you an array of hashes where each hash indicates a record.

Customer.connection.select_all("SELECT first_name, created_at FROM customers WHERE id = '1'").to_hash
# => [
#   {"first_name"=>"Rafael", "created_at"=>"2012-11-10 23:23:45.281189"},
#   {"first_name"=>"Eileen", "created_at"=>"2013-12-09 11:22:35.221282"}
# ]

`pluck`

pluck can be used to query single or multiple columns from the underlying table of a model. It accepts a list of column names as an argument and returns an array of values of the specified columns with the corresponding data type.

Book.where(out_of_print: true).pluck(:id)
# SELECT id FROM books WHERE out_of_print = false
# => [1, 2, 3]

Order.distinct.pluck(:status)
# SELECT DISTINCT status FROM orders
# => ['shipped', 'being_packed', 'cancelled']

Customer.pluck(:id, :first_name)
# SELECT customers.id, customers.name FROM customers
# => [[1, 'David'], [2, 'Fran'], [3, 'Jose']]

pluck makes it possible to replace code like:

Customer.select(:id).map { |c| c.id }
# or
Customer.select(:id).map(&:id)
# or
Customer.select(:id, :name).map { |c| [c.id, c.first_name] }

with:

Customer.pluck(:id)
# or
Customer.pluck(:id, :first_name)

Unlike select, pluck directly converts a database result into a Ruby Array, without constructing ActiveRecord objects. This can mean better performance for a large or often-running query. However, any model method overrides will not be available. For example:

class Customer < ApplicationRecord
  def name
    "I am #{first_name}"
  end
end

Customer.select(:first_name).map &:name
# => ["I am David", "I am Jeremy", "I am Jose"]

Customer.pluck(:first_name)
# => ["David", "Jeremy", "Jose"]

You are not limited to querying fields from a single table, you can query multiple tables as well.

Order.joins(:customer, :books).pluck("orders.created_at, customers.email,  books.title")

Furthermore, unlike select and other Relation scopes, pluck triggers an immediate query, and thus cannot be chained with any further scopes, although it can work with scopes already constructed earlier:

Customer.pluck(:first_name).limit(1)
# => NoMethodError: undefined method `limit' for #<Array:0x007ff34d3ad6d8>

Customer.limit(1).pluck(:first_name)
# => ["David"]

NOTE: You should also know that using pluck will trigger eager loading if the relation object contains include values, even if the eager loading is not necessary for the query. For example:

# store association for reusing it
assoc = Customer.includes(:reviews)
assoc.pluck(:id)
# SELECT "customers"."id" FROM "customers" LEFT OUTER JOIN "reviews" ON "reviews"."id" = "customers"."review_id"

One way to avoid this is to unscope the includes:

assoc.unscope(:includes).pluck(:id)

`ids`

ids can be used to pluck all the IDs for the relation using the table's primary key.

Customer.ids
# SELECT id FROM customers

class Customer < ApplicationRecord
  self.primary_key = "customer_id"
end

Customer.ids
# SELECT customer_id FROM customers

Existence of Objects

If you simply want to check for the existence of the object there's a method called exists?. This method will query the database using the same query as find, but instead of returning an object or collection of objects it will return either true or false.

Customer.exists?(1)

The exists? method also takes multiple values, but the catch is that it will return true if any one of those records exists.

Customer.exists?(id: [1,2,3])
# or
Customer.exists?(name: ['Jane', 'Sergei'])

It's even possible to use exists? without any arguments on a model or a relation.

Customer.where(first_name: 'Ryan').exists?

The above returns true if there is at least one customer with the first_name 'Ryan' and false otherwise.

Customer.exists?

The above returns false if the customers table is empty and true otherwise.

You can also use any? and many? to check for existence on a model or relation. many? will use SQL count to determine if the item exists.

# via a model
Order.any?   # => SELECT 1 AS one FROM orders
Order.many?  # => SELECT COUNT(*) FROM orders

# via a named scope
Order.shipped.any?   # => SELECT 1 AS one FROM orders WHERE orders.status = 0
Order.shipped.many?  # => SELECT COUNT(*) FROM orders WHERE orders.status = 0

# via a relation
Book.where(out_of_print: true).any?
Book.where(out_of_print: true).many?

# via an association
Customer.first.orders.any?
Customer.first.orders.many?

Calculations

This section uses count as an example method in this preamble, but the options described apply to all sub-sections.

All calculation methods work directly on a model:

Customer.count
# SELECT COUNT(*) FROM customers

Or on a relation:

Customer.where(first_name: 'Ryan').count
# SELECT COUNT(*) FROM customers WHERE (first_name = 'Ryan')

You can also use various finder methods on a relation for performing complex calculations:

Customer.includes("orders").where(first_name: 'Ryan', orders: { status: 'shipped' }).count

Which will execute:

SELECT COUNT(DISTINCT customers.id) FROM customers
  LEFT OUTER JOIN orders ON orders.customer_id = customers.id
  WHERE (customers.first_name = 'Ryan' AND orders.status = 0)

assuming that Order has enum status: [ :shipped, :being_packed, :cancelled ]

Count

If you want to see how many records are in your model's table you could call Customer.count and that will return the number. If you want to be more specific and find all the customers with a title present in the database you can use Customer.count(:title).

For options, please see the parent section, Calculations.

Average

If you want to see the average of a certain number in one of your tables you can call the average method on the class that relates to the table. This method call will look something like this:

Order.average("subtotal")

This will return a number (possibly a floating point number such as 3.14159265) representing the average value in the field.

For options, please see the parent section, Calculations.

Minimum

If you want to find the minimum value of a field in your table you can call the minimum method on the class that relates to the table. This method call will look something like this:

Order.minimum("subtotal")

For options, please see the parent section, Calculations.

Maximum

If you want to find the maximum value of a field in your table you can call the maximum method on the class that relates to the table. This method call will look something like this:

Order.maximum("subtotal")

For options, please see the parent section, Calculations.

Sum

If you want to find the sum of a field for all records in your table you can call the sum method on the class that relates to the table. This method call will look something like this:

Order.sum("subtotal")

For options, please see the parent section, Calculations.

Running EXPLAIN

You can run EXPLAIN on the queries triggered by relations. EXPLAIN output varies for each database.

For example, running

Customer.where(id: 1).joins(:orders).explain

may yield

EXPLAIN for: SELECT `customers`.* FROM `customers` INNER JOIN `orders` ON `orders`.`customer_id` = `customers`.`id` WHERE `customers`.`id` = 1
+----+-------------+------------+-------+---------------+
| id | select_type | table      | type  | possible_keys |
+----+-------------+------------+-------+---------------+
|  1 | SIMPLE      | customers  | const | PRIMARY       |
|  1 | SIMPLE      | orders     | ALL   | NULL          |
+----+-------------+------------+-------+---------------+
+---------+---------+-------+------+-------------+
| key     | key_len | ref   | rows | Extra       |
+---------+---------+-------+------+-------------+
| PRIMARY | 4       | const |    1 |             |
| NULL    | NULL    | NULL  |    1 | Using where |
+---------+---------+-------+------+-------------+

2 rows in set (0.00 sec)

under MySQL and MariaDB.

Active Record performs a pretty printing that emulates that of the corresponding database shell. So, the same query running with the PostgreSQL adapter would yield instead

EXPLAIN for: SELECT "customers".* FROM "customers" INNER JOIN "orders" ON "orders"."customer_id" = "customers"."id" WHERE "customers"."id" = $1 [["id", 1]]
                                  QUERY PLAN
------------------------------------------------------------------------------
 Nested Loop  (cost=4.33..20.85 rows=4 width=164)
    ->  Index Scan using customers_pkey on customers  (cost=0.15..8.17 rows=1 width=164)
          Index Cond: (id = '1'::bigint)
    ->  Bitmap Heap Scan on orders  (cost=4.18..12.64 rows=4 width=8)
          Recheck Cond: (customer_id = '1'::bigint)
          ->  Bitmap Index Scan on index_orders_on_customer_id  (cost=0.00..4.18 rows=4 width=0)
                Index Cond: (customer_id = '1'::bigint)
(7 rows)

Eager loading may trigger more than one query under the hood, and some queries may need the results of previous ones. Because of that, explain actually executes the query, and then asks for the query plans. For example,

Customer.where(id: 1).includes(:orders).explain

may yield this for MySQL and MariaDB:

EXPLAIN for: SELECT `customers`.* FROM `customers`  WHERE `customers`.`id` = 1
+----+-------------+-----------+-------+---------------+
| id | select_type | table     | type  | possible_keys |
+----+-------------+-----------+-------+---------------+
|  1 | SIMPLE      | customers | const | PRIMARY       |
+----+-------------+-----------+-------+---------------+
+---------+---------+-------+------+-------+
| key     | key_len | ref   | rows | Extra |
+---------+---------+-------+------+-------+
| PRIMARY | 4       | const |    1 |       |
+---------+---------+-------+------+-------+

1 row in set (0.00 sec)

EXPLAIN for: SELECT `orders`.* FROM `orders`  WHERE `orders`.`customer_id` IN (1)
+----+-------------+--------+------+---------------+
| id | select_type | table  | type | possible_keys |
+----+-------------+--------+------+---------------+
|  1 | SIMPLE      | orders | ALL  | NULL          |
+----+-------------+--------+------+---------------+
+------+---------+------+------+-------------+
| key  | key_len | ref  | rows | Extra       |
+------+---------+------+------+-------------+
| NULL | NULL    | NULL |    1 | Using where |
+------+---------+------+------+-------------+


1 row in set (0.00 sec)

and may yield this for PostgreSQL:

  Customer Load (0.3ms)  SELECT "customers".* FROM "customers" WHERE "customers"."id" = $1  [["id", 1]]
  Order Load (0.3ms)  SELECT "orders".* FROM "orders" WHERE "orders"."customer_id" = $1  [["customer_id", 1]]
=> EXPLAIN for: SELECT "customers".* FROM "customers" WHERE "customers"."id" = $1 [["id", 1]]
                                    QUERY PLAN
----------------------------------------------------------------------------------
 Index Scan using customers_pkey on customers  (cost=0.15..8.17 rows=1 width=164)
   Index Cond: (id = '1'::bigint)
(2 rows)

Interpreting EXPLAIN

Interpretation of the output of EXPLAIN is beyond the scope of this guide. The following pointers may be helpful:

SQLite3: EXPLAIN QUERY PLAN
MySQL: EXPLAIN Output Format
MariaDB: EXPLAIN
PostgreSQL: Using EXPLAIN

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Active Record Query Interface

What is the Active Record Query Interface?

Retrieving Objects from the Database

Retrieving a Single Object

find

take

first

last

find_by

Retrieving Multiple Objects in Batches

find_each

Options for find_each

find_in_batches

Options for find_in_batches

Conditions

Pure String Conditions

Array Conditions

Placeholder Conditions

Hash Conditions

Equality Conditions

Range Conditions

Subset Conditions

NOT Conditions

OR Conditions

Ordering

Selecting Specific Fields

Limit and Offset

Group

Total of grouped items

Having

Overriding Conditions

unscope

only

reselect

reorder

reverse_order

rewhere

Null Relation

Readonly Objects

Locking Records for Update

Optimistic Locking

Pessimistic Locking

Joining Tables

joins

Using a String SQL Fragment

Using Array/Hash of Named Associations

Joining a Single Association

Joining Multiple Associations

Joining Nested Associations (Single Level)

Joining Nested Associations (Multiple Level)

Specifying Conditions on the Joined Tables

left_outer_joins

Eager Loading Associations

Eager Loading Multiple Associations

Array of Multiple Associations

Nested Associations Hash

Specifying Conditions on Eager Loaded Associations

Scopes

Passing in arguments

Using conditionals

Applying a default scope

Merging of scopes

Removing All Scoping

Dynamic Finders

Enums

Understanding Method Chaining

Retrieving filtered data from multiple tables

Retrieving specific data from multiple tables

Find or Build a New Object

find_or_create_by

find_or_create_by!

find_or_initialize_by

Finding by SQL

select_all

pluck

ids

Existence of Objects

Calculations

Count

68 KiB

Raw Blame History

`find`

`take`

`first`

`last`

`find_by`

`find_each`

Options for `find_each`

`find_in_batches`

Options for `find_in_batches`

`unscope`

`only`

`reselect`

`reorder`

`reverse_order`

`rewhere`

`joins`

`left_outer_joins`

`find_or_create_by`

`find_or_create_by!`

`find_or_initialize_by`

`select_all`

`pluck`

`ids`