ActiveRecord Shards
ActiveRecord Shards is an extension for ActiveRecord that provides support for sharded database and replicas. Basically it is just a nice way to switch between database connections. We've made the implementation very small, and have tried not to reinvent any wheels already present in ActiveRecord.
ActiveRecord Shards has been used and tested on Rails 5.x and 6.0, and has in some form or another been used in production on large Rails apps for several years.
Rails 6.1 introduced new connection handling and support for sharding. Apps are encouraged to migrate to the native sharding logic but ActiveRecord Shards supports Rails 6.1 when legacy_connection_handling
is set to true
. For more information see Rails 6.1 installation and Rails' multiple databases guide.
- Installation
- Configuration
- Migrations
- Example
- Shared Model
- Sharded Model
- Example
- Usage
- Debugging
Installation
$ gem install active_record_shards
and make sure to require 'active_record_shards' in some way.
Rails 6.1 & 7.0 installation
Rails 6.1 & 7.0 are only supported with legacy_connection_handling
set to true
.
Enable the legacy handling in your configuration files e.g. config/application.rb
by setting:
config.active_record.legacy_connection_handling = true
or
ActiveRecord::Base.legacy_connection_handling = true
Configuration
Add the replica and shard configuration to config/database.yml:
production:
adapter: mysql
encoding: utf8
database: my_app_main
pool: 5
host: db1
username: root
password:
replica:
host: db1_replica
shards:
1:
host: db_shard1
database: my_app_shard
replica:
host: db_shard1_replica
2:
host: db_shard2
database: my_app_shard
replica:
host: db_shard2_replica
basically connections inherit configuration from the parent configuration file.
Migrations
ActiveRecord Shards also patches migrations to support running migrations on a shared (not sharded) or a sharded database. Each migration class has to specify a shard spec indicating where to run the migration.
Valid shard specs:
-
:none
- Run this migration on the shared database, not any shards -
:all
- Run this migration on all of the shards, not the shared database
Example
Create a table for the shared (not sharded) model
class CreateAccounts < ActiveRecord::Migration
shard :none
def change
create_table :accounts do |t|
# This is NOT necessary for the gem to work, we just use it in the examples below demonstrating one way to switch shards
t.integer :shard_id, null: false
t.string :name
end
end
end
Create a table for the sharded model
class CreateProjects < ActiveRecord::Migration
shard :all
def change
create_table :projects do |t|
t.references :account
t.string :name
end
end
end
Usage
Normally you have some models that live on a shared database, and you might need to query this data in order to know what shard to switch to. All the models that live on the shared database must be marked as not_sharded:
class Account < ActiveRecord::Base
not_sharded
has_many :projects
end
class Project < ActiveRecord::Base
belongs_to :account
end
So in this setup the accounts live on the shared database, but the projects are sharded. If accounts have a shard_id column, you could lookup the account in a rack middleware and switch to the right shard:
class AccountMiddleware
def initialize(app)
@app = app
end
def call(env)
account = lookup_account(env)
if account
ActiveRecord::Base.on_shard(account.shard_id) do
@app.call(env)
end
else
@app.call(env)
end
end
def lookup_account(env)
# ...
end
end
You can switch to the replica databases at any point by wrapping your code in an on_replica block:
ActiveRecord::Base.on_replica do
Account.find_by_big_expensive_query
end
This will perform the query on the replica, and mark the returned instances as read-only. There is also a shortcut for this:
Account.on_replica.find_by_big_expensive_query
If you do not want instances returned from replicas to be marked as read-only, this can be disabled globally:
ActiveRecordShards.disable_replica_readonly_records = true
Debugging
Show if a query went to primary or replica in the logs:
require 'active_record_shards/sql_comments'
ActiveRecordShards::SqlComments.enable
Copyright
Copyright (c) 2011 Zendesk. See LICENSE for details.
Authors
Mick Staugaard, Eric Chapweske