Octopus - Easy Database Sharding for ActiveRecord
Octopus is a better way to do Database Sharding in ActiveRecord. Sharding allows multiple databases in the same rails application. While there are several projects that implement Sharding (e.g. DbCharmer, DataFabric, MultiDb), each project has its own limitations. The main goal of octopus project is to provide a better way of doing Database Sharding.
The api is designed to be simple as possible. Octopus focuses on the end user, giving the power of multiple databases but with reliable code and flexibility. Octopus is compatible with Rails 4 and Rails 5.
- Sharding (with multiple shards, and grouped shards).
- Replication (Master/slave support, with multiple slaves).
- Moving data between shards with migrations.
- Tools to manage database configurations. (soon)
When using replication, all writes queries will be sent to master, and read queries to slaves. More info could be found at: Wiki
When using sharding, you need to specify which shard to send the query. Octopus supports selecting the shard inside a controller, or manually in each object. More could be found at Wiki
Replication + Sharding
When using replication and sharding concurrently, you must specify a shard, and can optionally specify a slave group. All write queries will be sent to each shard’s master. If the slave group is specified read queries will be sent to slaves in it, or else to shard’s master. More info could be found at Wiki
Add this line to Gemfile:
Currently, Octopus doesn’t support Rails 2. If you need support for rails 2, please use the version 0.5.0.
From < 0.5.0
Octopus < 0.5.0 stored schema version information in the master database defined in the database.yml file, and assumed that each shard’s schema matched the others and the master database. Beginning with Octopus 0.5.0, the schema version information for each shard is stored within that shard’s database.
If you are upgrading from < 0.5.0 run the
copy_schema_versions rake task to copy the schema version information in the
master database to each of the shards:
Once the task completes migrations will operate normally and schema information will be stored in each shard database going forward.
How to use Octopus?
First, you need to create a config file, shards.yml, inside your config/ directory. to see the syntax and how this file should look, please checkout this page on wiki.
Octopus adds a method to each AR Class and object: the using method is used to select the shard like this:
User.where(:name => "Boba").limit(3).using(:slave_one)
Octopus also supports queries within a block. When you pass a block to the using method, all queries inside the block will be sent to the specified shard.
Octopus.using(:slave_two) do User.create(:name => "Thiago") end
If you want to use the same code for all shards or all shards in a specific group (for example in
db/seeds.rb), you can use this syntax.
# This will return a list of the given block's results, per shard. Octopus.using_all do User.create_from_csv! end # This will return a list of the given block's results, per shard in history_shards group. Octopus.using_group(:history_shards) do HistoryCategory.create_from_csv! end
Each model instance knows which shard it came from so this will work automatically:
# This will find the user in the shard1 @user = User.using(:shard1).find_by_name("Joao") # This will find the user in the master database @user2 = User.find_by_name("Jose") #Sets the name @user.name = "Mike" # Save the user in the correct shard, shard1. @user.save
In migrations, you also have access to the using method. The syntax is basically the same. This migration will run in the brazil and canada shards.
class CreateUsersOnBothShards < ActiveRecord::Migration using(:brazil, :canada) def self.up User.create!(:name => "Both") end def self.down User.delete_all end end
You also could send a migration to a group of shards. This migration will be sent to all shards that belongs to history_shards group, specified in shards.yml:
class CreateUsersOnMultiplesGroups < ActiveRecord::Migration using_group(:history_shards) def self.up User.create!(:name => "MultipleGroup") end def self.down User.delete_all end end
You can specify a
default_migration_group for migrations, so that modifications to each individual migration file are not needed:
octopus: default_migration_group: europe_databases
There is no need for a corresponding
default_migration_shard - simply define that database to be your master. You might want this setting if all of your databases have identical schemas, but are not replicated.
You can configure a master shard for the rails application, to connect to when rails is going up. The safest would be to configure this to the shard specified in
database.yml (some things still use it).
octopus: master_shard: <%= ENV['SHARD'] || 'shard1' %>
Then you can use the
SHARD environment variable to override the
master_shard specified in
config/shards.yml, useful for running rake tasks.
SHARD=shard1 rake db:setup && SHARD=shard2 rake db:setup
If you want to send a specified action, or all actions from a controller, to a specific shard, use this syntax:
class ApplicationController < ActionController::Base around_filter :select_shard def select_shard(&block) Octopus.using(:brazil, &block) end end
To see the complete list of features and syntax, please check out our Wiki Want to see sample rails applications using octopus features? please check it out: Sharding Example and Replication Example. Also, we have an example that shows how to use Octopus without Rails: Octopus + Sinatra Example.
Mixing Octopus with the Rails multiple database model
If you want to set a custom connection to a specific model, use the syntax
#This class sets its own connection class CustomConnection < ActiveRecord::Base octopus_establish_connection(:adapter => "mysql", :database => "octopus_shard2") end
If you’d like to use specific shards with a model that has a Rails-managed connection, you can use
class CustomConnectedModel octopus_establish_connection(...) allow_shard :my_shard end #This uses :my_shard CustomConnectedModel.using(:my_shard).first #This uses the Rails-managed connection pool (the call to 'using' is ignored) CustomConnectedModel.using(:some_other_shard).first
This can be useful if you have a model that lives in a separate database and would like to add sharding or replication to it. For other use cases, you may be better off with slave groups.
Contributing with Octopus
Contributors are welcome! To run the test suite, you need mysql, postgresql and sqlite3 installed. This is what you need to setup your Octopus development environment:
git clone http://github.com/thiagopradi/octopus.git cd octopus bundle install bundle exec rake db:prepare bundle exec rake appraisal:install bundle exec rake spec
This command will run the spec suite for all rails versions supported. To run our integrations tests inside sample_app, you need to following commands:
cd sample_app bundle install cucumber
If you are having issues running the octopus spec suite, verify your database users and passwords match those inside the config files and your permissions are correct.
Copyright © Thiago Pradi, released under the MIT license.