The current implementation (#41856) required `stored: true` to be passed when using `t.virtual()` https://github.com/rails/rails/pull/41856/files#diff-5b1b920fc3bebbb1d4c144b302603e5003a1d9e5a493e3234bf764b9e26fbe30R68-R75
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Active Record and PostgreSQL
This guide covers PostgreSQL specific usage of Active Record.
After reading this guide, you will know:
- How to use PostgreSQL's datatypes.
- How to use UUID primary keys.
- How to implement full text search with PostgreSQL.
- How to back your Active Record models with database views.
In order to use the PostgreSQL adapter you need to have at least version 9.3 installed. Older versions are not supported.
To get started with PostgreSQL have a look at the configuring Rails guide. It describes how to properly set up Active Record for PostgreSQL.
Datatypes
PostgreSQL offers a number of specific datatypes. Following is a list of types, that are supported by the PostgreSQL adapter.
Bytea
# db/migrate/20140207133952_create_documents.rb
create_table :documents do |t|
t.binary 'payload'
end
# app/models/document.rb
class Document < ApplicationRecord
end
# Usage
data = File.read(Rails.root + "tmp/output.pdf")
Document.create payload: data
Array
# db/migrate/20140207133952_create_books.rb
create_table :books do |t|
t.string 'title'
t.string 'tags', array: true
t.integer 'ratings', array: true
end
add_index :books, :tags, using: 'gin'
add_index :books, :ratings, using: 'gin'
# app/models/book.rb
class Book < ApplicationRecord
end
# Usage
Book.create title: "Brave New World",
tags: ["fantasy", "fiction"],
ratings: [4, 5]
## Books for a single tag
Book.where("'fantasy' = ANY (tags)")
## Books for multiple tags
Book.where("tags @> ARRAY[?]::varchar[]", ["fantasy", "fiction"])
## Books with 3 or more ratings
Book.where("array_length(ratings, 1) >= 3")
Hstore
NOTE: You need to enable the hstore
extension to use hstore.
# db/migrate/20131009135255_create_profiles.rb
ActiveRecord::Schema.define do
enable_extension 'hstore' unless extension_enabled?('hstore')
create_table :profiles do |t|
t.hstore 'settings'
end
end
# app/models/profile.rb
class Profile < ApplicationRecord
end
irb> Profile.create(settings: { "color" => "blue", "resolution" => "800x600" })
irb> profile = Profile.first
irb> profile.settings
=> {"color"=>"blue", "resolution"=>"800x600"}
irb> profile.settings = {"color" => "yellow", "resolution" => "1280x1024"}
irb> profile.save!
irb> Profile.where("settings->'color' = ?", "yellow")
=> #<ActiveRecord::Relation [#<Profile id: 1, settings: {"color"=>"yellow", "resolution"=>"1280x1024"}>]>
JSON and JSONB
# db/migrate/20131220144913_create_events.rb
# ... for json datatype:
create_table :events do |t|
t.json 'payload'
end
# ... or for jsonb datatype:
create_table :events do |t|
t.jsonb 'payload'
end
# app/models/event.rb
class Event < ApplicationRecord
end
irb> Event.create(payload: { kind: "user_renamed", change: ["jack", "john"]})
irb> event = Event.first
irb> event.payload
=> {"kind"=>"user_renamed", "change"=>["jack", "john"]}
## Query based on JSON document
# The -> operator returns the original JSON type (which might be an object), whereas ->> returns text
irb> Event.where("payload->>'kind' = ?", "user_renamed")
Range Types
This type is mapped to Ruby Range
objects.
# db/migrate/20130923065404_create_events.rb
create_table :events do |t|
t.daterange 'duration'
end
# app/models/event.rb
class Event < ApplicationRecord
end
irb> Event.create(duration: Date.new(2014, 2, 11)..Date.new(2014, 2, 12))
irb> event = Event.first
irb> event.duration
=> Tue, 11 Feb 2014...Thu, 13 Feb 2014
## All Events on a given date
irb> Event.where("duration @> ?::date", Date.new(2014, 2, 12))
## Working with range bounds
irb> event = Event.select("lower(duration) AS starts_at").select("upper(duration) AS ends_at").first
irb> event.starts_at
=> Tue, 11 Feb 2014
irb> event.ends_at
=> Thu, 13 Feb 2014
Composite Types
Currently there is no special support for composite types. They are mapped to normal text columns:
CREATE TYPE full_address AS
(
city VARCHAR(90),
street VARCHAR(90)
);
# db/migrate/20140207133952_create_contacts.rb
execute <<-SQL
CREATE TYPE full_address AS
(
city VARCHAR(90),
street VARCHAR(90)
);
SQL
create_table :contacts do |t|
t.column :address, :full_address
end
# app/models/contact.rb
class Contact < ApplicationRecord
end
irb> Contact.create address: "(Paris,Champs-Élysées)"
irb> contact = Contact.first
irb> contact.address
=> "(Paris,Champs-Élysées)"
irb> contact.address = "(Paris,Rue Basse)"
irb> contact.save!
Enumerated Types
Currently there is no special support for enumerated types. They are mapped as normal text columns:
# db/migrate/20131220144913_create_articles.rb
def up
execute <<-SQL
CREATE TYPE article_status AS ENUM ('draft', 'published');
SQL
create_table :articles do |t|
t.column :status, :article_status
end
end
# NOTE: It's important to drop table before dropping enum.
def down
drop_table :articles
execute <<-SQL
DROP TYPE article_status;
SQL
end
# app/models/article.rb
class Article < ApplicationRecord
end
irb> Article.create status: "draft"
irb> article = Article.first
irb> article.status
=> "draft"
irb> article.status = "published"
irb> article.save!
To add a new value before/after existing one you should use ALTER TYPE:
# db/migrate/20150720144913_add_new_state_to_articles.rb
# NOTE: ALTER TYPE ... ADD VALUE cannot be executed inside of a transaction block so here we are using disable_ddl_transaction!
disable_ddl_transaction!
def up
execute <<-SQL
ALTER TYPE article_status ADD VALUE IF NOT EXISTS 'archived' AFTER 'published';
SQL
end
NOTE: ENUM values can't be dropped currently. You can read why here.
Hint: to show all the values of the all enums you have, you should call this query in bin/rails db
or psql
console:
SELECT n.nspname AS enum_schema,
t.typname AS enum_name,
e.enumlabel AS enum_value
FROM pg_type t
JOIN pg_enum e ON t.oid = e.enumtypid
JOIN pg_catalog.pg_namespace n ON n.oid = t.typnamespace
UUID
NOTE: You need to enable the pgcrypto
(only PostgreSQL >= 9.4) or uuid-ossp
extension to use uuid.
# db/migrate/20131220144913_create_revisions.rb
create_table :revisions do |t|
t.uuid :identifier
end
# app/models/revision.rb
class Revision < ApplicationRecord
end
irb> Revision.create identifier: "A0EEBC99-9C0B-4EF8-BB6D-6BB9BD380A11"
irb> revision = Revision.first
irb> revision.identifier
=> "a0eebc99-9c0b-4ef8-bb6d-6bb9bd380a11"
You can use uuid
type to define references in migrations:
# db/migrate/20150418012400_create_blog.rb
enable_extension 'pgcrypto' unless extension_enabled?('pgcrypto')
create_table :posts, id: :uuid
create_table :comments, id: :uuid do |t|
# t.belongs_to :post, type: :uuid
t.references :post, type: :uuid
end
# app/models/post.rb
class Post < ApplicationRecord
has_many :comments
end
# app/models/comment.rb
class Comment < ApplicationRecord
belongs_to :post
end
See this section for more details on using UUIDs as primary key.
Bit String Types
# db/migrate/20131220144913_create_users.rb
create_table :users, force: true do |t|
t.column :settings, "bit(8)"
end
# app/models/user.rb
class User < ApplicationRecord
end
irb> User.create settings: "01010011"
irb> user = User.first
irb> user.settings
=> "01010011"
irb> user.settings = "0xAF"
irb> user.settings
=> 10101111
irb> user.save!
Network Address Types
The types inet
and cidr
are mapped to Ruby
IPAddr
objects. The macaddr
type is mapped to normal text.
# db/migrate/20140508144913_create_devices.rb
create_table(:devices, force: true) do |t|
t.inet 'ip'
t.cidr 'network'
t.macaddr 'address'
end
# app/models/device.rb
class Device < ApplicationRecord
end
irb> macbook = Device.create(ip: "192.168.1.12", network: "192.168.2.0/24", address: "32:01:16:6d:05:ef")
irb> macbook.ip
=> #<IPAddr: IPv4:192.168.1.12/255.255.255.255>
irb> macbook.network
=> #<IPAddr: IPv4:192.168.2.0/255.255.255.0>
irb> macbook.address
=> "32:01:16:6d:05:ef"
Geometric Types
All geometric types, with the exception of points
are mapped to normal text.
A point is casted to an array containing x
and y
coordinates.
Interval
This type is mapped to ActiveSupport::Duration
objects.
# db/migrate/20200120000000_create_events.rb
create_table :events do |t|
t.interval 'duration'
end
# app/models/event.rb
class Event < ApplicationRecord
end
irb> Event.create(duration: 2.days)
irb> event = Event.first
irb> event.duration
=> 2 days
UUID Primary Keys
NOTE: You need to enable the pgcrypto
(only PostgreSQL >= 9.4) or uuid-ossp
extension to generate random UUIDs.
# db/migrate/20131220144913_create_devices.rb
enable_extension 'pgcrypto' unless extension_enabled?('pgcrypto')
create_table :devices, id: :uuid do |t|
t.string :kind
end
# app/models/device.rb
class Device < ApplicationRecord
end
irb> device = Device.create
irb> device.id
=> "814865cd-5a1d-4771-9306-4268f188fe9e"
NOTE: gen_random_uuid()
(from pgcrypto
) is assumed if no :default
option was
passed to create_table
.
Generated Columns
NOTE: Generated columns are supported since version 12.0 of PostgreSQL.
# db/migrate/20131220144913_create_users.rb
create_table :users do |t|
t.string :name
t.virtual :name_upcased, type: :string, as: 'upper(name)', stored: true
end
# app/models/user.rb
class User < ApplicationRecord
end
# Usage
user = User.create(name: 'John')
User.last.name_upcased # => "JOHN"
Full Text Search
# db/migrate/20131220144913_create_documents.rb
create_table :documents do |t|
t.string :title
t.string :body
end
add_index :documents, "to_tsvector('english', title || ' ' || body)", using: :gin, name: 'documents_idx'
# app/models/document.rb
class Document < ApplicationRecord
end
# Usage
Document.create(title: "Cats and Dogs", body: "are nice!")
## all documents matching 'cat & dog'
Document.where("to_tsvector('english', title || ' ' || body) @@ to_tsquery(?)",
"cat & dog")
Optionally, you can store the vector as automatically generated column (from PostgreSQL 12.0):
# db/migrate/20131220144913_create_documents.rb
create_table :documents do |t|
t.string :title
t.string :body
t.virtual :textsearchable_index_col,
type: :tsvector, as: "to_tsvector('english', title || ' ' || body)", stored: true
end
add_index :documents, :textsearchable_index_col, using: :gin, name: 'documents_idx'
# Usage
Document.create(title: "Cats and Dogs", body: "are nice!")
## all documents matching 'cat & dog'
Document.where("textsearchable_index_col @@ to_tsquery(?)", "cat & dog")
Database Views
Imagine you need to work with a legacy database containing the following table:
rails_pg_guide=# \d "TBL_ART"
Table "public.TBL_ART"
Column | Type | Modifiers
------------+-----------------------------+------------------------------------------------------------
INT_ID | integer | not null default nextval('"TBL_ART_INT_ID_seq"'::regclass)
STR_TITLE | character varying |
STR_STAT | character varying | default 'draft'::character varying
DT_PUBL_AT | timestamp without time zone |
BL_ARCH | boolean | default false
Indexes:
"TBL_ART_pkey" PRIMARY KEY, btree ("INT_ID")
This table does not follow the Rails conventions at all. Because simple PostgreSQL views are updateable by default, we can wrap it as follows:
# db/migrate/20131220144913_create_articles_view.rb
execute <<-SQL
CREATE VIEW articles AS
SELECT "INT_ID" AS id,
"STR_TITLE" AS title,
"STR_STAT" AS status,
"DT_PUBL_AT" AS published_at,
"BL_ARCH" AS archived
FROM "TBL_ART"
WHERE "BL_ARCH" = 'f'
SQL
# app/models/article.rb
class Article < ApplicationRecord
self.primary_key = "id"
def archive!
update_attribute :archived, true
end
end
irb> first = Article.create! title: "Winter is coming", status: "published", published_at: 1.year.ago
irb> second = Article.create! title: "Brace yourself", status: "draft", published_at: 1.month.ago
irb> Article.count
=> 2
irb> first.archive!
irb> Article.count
=> 1
NOTE: This application only cares about non-archived Articles
. A view also
allows for conditions so we can exclude the archived Articles
directly.