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Rails 指南

Multiple Databases with Active Record

This guide covers using multiple databases with your Rails application.

After reading this guide you will know:

  • How to set up your application for multiple databases.
  • How automatic connection switching works.
  • How to use horizontal sharding for multiple databases.
  • What features are supported and what’s still a work in progress.

As an application grows in popularity and usage you’ll need to scale the application to support your new users and their data. One way in which your application may need to scale is on the database level. Rails now has support for multiple databases so you don’t have to store your data all in one place.

At this time the following features are supported:

  • Multiple writer databases and a replica for each
  • Automatic connection switching for the model you’re working with
  • Automatic swapping between the writer and replica depending on the HTTP verb and recent writes
  • Rails tasks for creating, dropping, migrating, and interacting with the multiple databases

The following features are not (yet) supported:

  • Load balancing replicas

Setting up Your Application

While Rails tries to do most of the work for you there are still some steps you’ll need to do to get your application ready for multiple databases.

Let’s say we have an application with a single writer database and we need to add a new database for some new tables we’re adding. The name of the new database will be “animals”.

The database.yml looks like this:

production:
  database: my_primary_database
  adapter: mysql2
  username: root
  password: <%= ENV['ROOT_PASSWORD'] %>

Let’s add a replica for the first configuration, and a second database called animals and a replica for that as well. To do this we need to change our database.yml from a 2-tier to a 3-tier config.

If a primary configuration is provided, it will be used as the “default” configuration. If there is no configuration named "primary", Rails will use the first configuration as default for each environment. The default configurations will use the default Rails filenames. For example, primary configurations will use schema.rb for the schema file, whereas all the other entries will use [CONFIGURATION_NAMESPACE]_schema.rb for the filename.

production:
  primary:
    database: my_primary_database
    username: root
    password: <%= ENV['ROOT_PASSWORD'] %>
    adapter: mysql2
  primary_replica:
    database: my_primary_database
    username: root_readonly
    password: <%= ENV['ROOT_READONLY_PASSWORD'] %>
    adapter: mysql2
    replica: true
  animals:
    database: my_animals_database
    username: animals_root
    password: <%= ENV['ANIMALS_ROOT_PASSWORD'] %>
    adapter: mysql2
    migrations_paths: db/animals_migrate
  animals_replica:
    database: my_animals_database
    username: animals_readonly
    password: <%= ENV['ANIMALS_READONLY_PASSWORD'] %>
    adapter: mysql2
    replica: true

When using multiple databases, there are a few important settings.

First, the database name for the primary and primary_replica should be the same because they contain the same data. This is also the case for animals and animals_replica.

Second, the username for the writers and replicas should be different, and the replica user’s database permissions should be set to only read and not write.

When using a replica database, you need to add a replica: true entry to the replica in the database.yml. This is because Rails otherwise has no way of knowing which one is a replica and which one is the writer. Rails will not run certain tasks, such as migrations, against replicas.

Lastly, for new writer databases, you need to set the migrations_paths to the directory where you will store migrations for that database. We’ll look more at migrations_paths later on in this guide.

Now that we have a new database, let’s set up the connection model. In order to use the new database we need to create a new abstract class and connect to the animals databases.

class AnimalsRecord < ApplicationRecord
  self.abstract_class = true

  connects_to database: { writing: :animals, reading: :animals_replica }
end

Then we need to update ApplicationRecord to be aware of our new replica.

class ApplicationRecord < ActiveRecord::Base
  self.abstract_class = true

  connects_to database: { writing: :primary, reading: :primary_replica }
end

If you use a differently named class for your application record you need to set primary_abstract_class instead, so that Rails knows which class ActiveRecord::Base should share a connection with.

class PrimaryApplicationRecord < ActiveRecord::Base
  self.primary_abstract_class = true
end

Classes that connect to primary/primary_replica can inherit from your primary abstract class like standard Rails applications:

class Person < ApplicationRecord
end

By default Rails expects the database roles to be writing and reading for the primary and replica respectively. If you have a legacy system you may already have roles set up that you don’t want to change. In that case you can set a new role name in your application config.

config.active_record.writing_role = :default
config.active_record.reading_role = :readonly

It’s important to connect to your database in a single model and then inherit from that model for the tables rather than connect multiple individual models to the same database. Database clients have a limit to the number of open connections there can be and if you do this it will multiply the number of connections you have since Rails uses the model class name for the connection specification name.

Now that we have the database.yml and the new model set up, it’s time to create the databases. Rails 6.0 ships with all the rails tasks you need to use multiple databases in Rails.

You can run bin/rails -T to see all the commands you’re able to run. You should see the following:

$ bin/rails -T
rails db:create                          # Creates the database from DATABASE_URL or config/database.yml for the ...
rails db:create:animals                  # Create animals database for current environment
rails db:create:primary                  # Create primary database for current environment
rails db:drop                            # Drops the database from DATABASE_URL or config/database.yml for the cu...
rails db:drop:animals                    # Drop animals database for current environment
rails db:drop:primary                    # Drop primary database for current environment
rails db:migrate                         # Migrate the database (options: VERSION=x, VERBOSE=false, SCOPE=blog)
rails db:migrate:animals                 # Migrate animals database for current environment
rails db:migrate:primary                 # Migrate primary database for current environment
rails db:migrate:status                  # Display status of migrations
rails db:migrate:status:animals          # Display status of migrations for animals database
rails db:migrate:status:primary          # Display status of migrations for primary database
rails db:reset                           # Drops and recreates all databases from their schema for the current environment and loads the seeds
rails db:reset:animals                   # Drops and recreates the animals database from its schema for the current environment and loads the seeds
rails db:reset:primary                   # Drops and recreates the primary database from its schema for the current environment and loads the seeds
rails db:rollback                        # Rolls the schema back to the previous version (specify steps w/ STEP=n)
rails db:rollback:animals                # Rollback animals database for current environment (specify steps w/ STEP=n)
rails db:rollback:primary                # Rollback primary database for current environment (specify steps w/ STEP=n)
rails db:schema:dump                     # Creates a database schema file (either db/schema.rb or db/structure.sql  ...
rails db:schema:dump:animals             # Creates a database schema file (either db/schema.rb or db/structure.sql  ...
rails db:schema:dump:primary             # Creates a db/schema.rb file that is portable against any DB supported  ...
rails db:schema:load                     # Loads a database schema file (either db/schema.rb or db/structure.sql  ...
rails db:schema:load:animals             # Loads a database schema file (either db/schema.rb or db/structure.sql  ...
rails db:schema:load:primary             # Loads a database schema file (either db/schema.rb or db/structure.sql  ...
rails db:setup                           # Creates all databases, loads all schemas, and initializes with the seed data (use db:reset to also drop all databases first)
rails db:setup:animals                   # Creates the animals database, loads the schema, and initializes with the seed data (use db:reset:animals to also drop the database first)
rails db:setup:primary                   # Creates the primary database, loads the schema, and initializes with the seed data (use db:reset:primary to also drop the database first)

Running a command like bin/rails db:create will create both the primary and animals databases. Note that there is no command for creating the database users, and you’ll need to do that manually to support the readonly users for your replicas. If you want to create just the animals database you can run bin/rails db:create:animals.

Connecting to Databases without Managing Schema and Migrations

If you would like to connect to an external database without any database management tasks such as schema management, migrations, seeds, etc., you can set the per database config option database_tasks: false. By default it is set to true.

production:
  primary:
    database: my_database
    adapter: mysql2
  animals:
    database: my_animals_database
    adapter: mysql2
    database_tasks: false

Generators and Migrations

Migrations for multiple databases should live in their own folders prefixed with the name of the database key in the configuration.

You also need to set the migrations_paths in the database configurations to tell Rails where to find the migrations.

For example the animals database would look for migrations in the db/animals_migrate directory and primary would look in db/migrate. Rails generators now take a --database option so that the file is generated in the correct directory. The command can be run like so:

$ bin/rails generate migration CreateDogs name:string --database animals

If you are using Rails generators, the scaffold and model generators will create the abstract class for you. Simply pass the database key to the command line.

$ bin/rails generate scaffold Dog name:string --database animals

A class with the database name and Record will be created. In this example the database is Animals so we end up with AnimalsRecord:

class AnimalsRecord < ApplicationRecord
  self.abstract_class = true

  connects_to database: { writing: :animals }
end

The generated model will automatically inherit from AnimalsRecord.

class Dog < AnimalsRecord
end

Note: Since Rails doesn’t know which database is the replica for your writer you will need to add this to the abstract class after you’re done.

Rails will only generate the new class once. It will not be overwritten by new scaffolds or deleted if the scaffold is deleted.

If you already have an abstract class and its name differs from AnimalsRecord, you can pass the --parent option to indicate you want a different abstract class:

$ bin/rails generate scaffold Dog name:string --database animals --parent Animals::Record

This will skip generating AnimalsRecord since you’ve indicated to Rails that you want to use a different parent class.

Activating Automatic Role Switching

Finally, in order to use the read-only replica in your application, you’ll need to activate the middleware for automatic switching.

Automatic switching allows the application to switch from the writer to replica or replica to writer based on the HTTP verb and whether there was a recent write by the requesting user.

If the application is receiving a POST, PUT, DELETE, or PATCH request the application will automatically write to the writer database. For the specified time after the write, the application will read from the primary. For a GET or HEAD request the application will read from the replica unless there was a recent write.

To activate the automatic connection switching middleware you can run the automatic swapping generator:

$ bin/rails g active_record:multi_db

And then uncomment the following lines:

Rails.application.configure do
  config.active_record.database_selector = { delay: 2.seconds }
  config.active_record.database_resolver = ActiveRecord::Middleware::DatabaseSelector::Resolver
  config.active_record.database_resolver_context = ActiveRecord::Middleware::DatabaseSelector::Resolver::Session
end

Rails guarantees “read your own write” and will send your GET or HEAD request to the writer if it’s within the delay window. By default the delay is set to 2 seconds. You should change this based on your database infrastructure. Rails doesn’t guarantee “read a recent write” for other users within the delay window and will send GET and HEAD requests to the replicas unless they wrote recently.

The automatic connection switching in Rails is relatively primitive and deliberately doesn’t do a whole lot. The goal is a system that demonstrates how to do automatic connection switching that was flexible enough to be customizable by app developers.

The setup in Rails allows you to easily change how the switching is done and what parameters it’s based on. Let’s say you want to use a cookie instead of a session to decide when to swap connections. You can write your own class:

class MyCookieResolver
  # code for your cookie class
end

And then pass it to the middleware:

config.active_record.database_selector = { delay: 2.seconds }
config.active_record.database_resolver = ActiveRecord::Middleware::DatabaseSelector::Resolver
config.active_record.database_resolver_context = MyCookieResolver

Using Manual Connection Switching

There are some cases where you may want your application to connect to a writer or a replica and the automatic connection switching isn’t adequate. For example, you may know that for a particular request you always want to send the request to a replica, even when you are in a POST request path.

To do this Rails provides a connected_to method that will switch to the connection you need.

ActiveRecord::Base.connected_to(role: :reading) do
  # all code in this block will be connected to the reading role
end

The “role” in the connected_to call looks up the connections that are connected on that connection handler (or role). The reading connection handler will hold all the connections that were connected via connects_to with the role name of reading.

Note that connected_to with a role will look up an existing connection and switch using the connection specification name. This means that if you pass an unknown role like connected_to(role: :nonexistent) you will get an error that says ActiveRecord::ConnectionNotEstablished (No connection pool for 'ActiveRecord::Base' found for the 'nonexistent' role.)

If you want Rails to ensure any queries performed are read only, pass prevent_writes: true. This just prevents queries that look like writes from being sent to the database. You should also configure your replica database to run in readonly mode.

ActiveRecord::Base.connected_to(role: :reading, prevent_writes: true) do
  # Rails will check each query to ensure it's a read query
end

Horizontal Sharding

Horizontal sharding is when you split up your database to reduce the number of rows on each database server, but maintain the same schema across “shards”. This is commonly called “multi-tenant” sharding.

The API for supporting horizontal sharding in Rails is similar to the multiple database / vertical sharding API that’s existed since Rails 6.0.

Shards are declared in the three-tier config like this:

production:
  primary:
    database: my_primary_database
    adapter: mysql2
  primary_replica:
    database: my_primary_database
    adapter: mysql2
    replica: true
  primary_shard_one:
    database: my_primary_shard_one
    adapter: mysql2
  primary_shard_one_replica:
    database: my_primary_shard_one
    adapter: mysql2
    replica: true

Models are then connected with the connects_to API via the shards key:

class ApplicationRecord < ActiveRecord::Base
  self.abstract_class = true

  connects_to shards: {
    default: { writing: :primary, reading: :primary_replica },
    shard_one: { writing: :primary_shard_one, reading: :primary_shard_one_replica }
  }
end

Then models can swap connections manually via the connected_to API. If using sharding, both a role and a shard must be passed:

ActiveRecord::Base.connected_to(role: :writing, shard: :default) do
  @id = Person.create! # Creates a record in shard default
end

ActiveRecord::Base.connected_to(role: :writing, shard: :shard_one) do
  Person.find(@id) # Can't find record, doesn't exist because it was created
                   # in the default shard
end

The horizontal sharding API also supports read replicas. You can swap the role and the shard with the connected_to API.

ActiveRecord::Base.connected_to(role: :reading, shard: :shard_one) do
  Person.first # Lookup record from read replica of shard one
end

Activating Automatic Shard Switching

Applications are able to automatically switch shards per request using the provided middleware.

The ShardSelector Middleware provides a framework for automatically swapping shards. Rails provides a basic framework to determine which shard to switch to and allows for applications to write custom strategies for swapping if needed.

The ShardSelector takes a set of options (currently only lock is supported) that can be used by the middleware to alter behavior. lock is true by default and will prohibit the request from switching shards once inside the block. If lock is false, then shard swapping will be allowed. For tenant based sharding, lock should always be true to prevent application code from mistakenly switching between tenants.

The same generator as the database selector can be used to generate the file for automatic shard swapping:

$ bin/rails g active_record:multi_db

Then in the file uncomment the following:

Rails.application.configure do
  config.active_record.shard_selector = { lock: true }
  config.active_record.shard_resolver = ->(request) { Tenant.find_by!(host: request.host).shard }
end

Applications must provide the code for the resolver as it depends on application specific models. An example resolver would look like this:

config.active_record.shard_resolver = ->(request) {
  subdomain = request.subdomain
  tenant = Tenant.find_by_subdomain!(subdomain)
  tenant.shard
}

Granular Database Connection Switching

In Rails 6.1 it’s possible to switch connections for one database instead of all databases globally.

With granular database connection switching, any abstract connection class will be able to switch connections without affecting other connections. This is useful for switching your AnimalsRecord queries to read from the replica while ensuring your ApplicationRecord queries go to the primary.

AnimalsRecord.connected_to(role: :reading) do
  Dog.first # Reads from animals_replica
  Person.first  # Reads from primary
end

It’s also possible to swap connections granularly for shards.

AnimalsRecord.connected_to(role: :reading, shard: :shard_one) do
  Dog.first # Will read from shard_one_replica. If no connection exists for shard_one_replica,
  # a ConnectionNotEstablished error will be raised
  Person.first # Will read from primary writer
end

To switch only the primary database cluster use ApplicationRecord:

ApplicationRecord.connected_to(role: :reading, shard: :shard_one) do
  Person.first # Reads from primary_shard_one_replica
  Dog.first # Reads from animals_primary
end

ActiveRecord::Base.connected_to maintains the ability to switch connections globally.

Handling Associations with Joins across Databases

As of Rails 7.0+, Active Record has an option for handling associations that would perform a join across multiple databases. If you have a has many through or a has one through association that you want to disable joining and perform 2 or more queries, pass the disable_joins: true option.

For example:

class Dog < AnimalsRecord
  has_many :treats, through: :humans, disable_joins: true
  has_many :humans

  has_one :home
  has_one :yard, through: :home, disable_joins: true
end

class Home
  belongs_to :dog
  has_one :yard
end

class Yard
  belongs_to :home
end

Previously calling @dog.treats without disable_joins or @dog.yard without disable_joins would raise an error because databases are unable to handle joins across clusters. With the disable_joins option, Rails will generate multiple select queries to avoid attempting joining across clusters. For the above association, @dog.treats would generate the following SQL:

SELECT "humans"."id" FROM "humans" WHERE "humans"."dog_id" = ?  [["dog_id", 1]]
SELECT "treats".* FROM "treats" WHERE "treats"."human_id" IN (?, ?, ?)  [["human_id", 1], ["human_id", 2], ["human_id", 3]]

While @dog.yard would generate the following SQL:

SELECT "home"."id" FROM "homes" WHERE "homes"."dog_id" = ? [["dog_id", 1]]
SELECT "yards".* FROM "yards" WHERE "yards"."home_id" = ? [["home_id", 1]]

There are some important things to be aware of with this option:

1) There may be performance implications since now two or more queries will be performed (depending on the association) rather than a join. If the select for humans returned a high number of IDs the select for treats may send too many IDs. 2) Since we are no longer performing joins, a query with an order or limit is now sorted in-memory since order from one table cannot be applied to another table. 3) This setting must be added to all associations where you want joining to be disabled. Rails can’t guess this for you because association loading is lazy, to load treats in @dog.treats Rails already needs to know what SQL should be generated.

Schema Caching

If you want to load a schema cache for each database you must set a schema_cache_path in each database configuration and set config.active_record.lazily_load_schema_cache = true in your application configuration. Note that this will lazily load the cache when the database connections are established.

Caveats

Load Balancing Replicas

Rails also doesn’t support automatic load balancing of replicas. This is very dependent on your infrastructure. We may implement basic, primitive load balancing in the future, but for an application at scale this should be something your application handles outside of Rails.