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https://github.com/drecom/activerecord-turntable
ActiveRecord Sharding Plugin
https://github.com/drecom/activerecord-turntable
activerecord rails ruby sharding
Last synced: about 1 month ago
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ActiveRecord Sharding Plugin
- Host: GitHub
- URL: https://github.com/drecom/activerecord-turntable
- Owner: drecom
- License: mit
- Created: 2012-04-10T03:23:54.000Z (about 12 years ago)
- Default Branch: master
- Last Pushed: 2023-09-15T07:38:52.000Z (9 months ago)
- Last Synced: 2024-04-02T04:23:29.645Z (2 months ago)
- Topics: activerecord, rails, ruby, sharding
- Language: Ruby
- Homepage:
- Size: 725 KB
- Stars: 211
- Watchers: 38
- Forks: 33
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE.txt
Lists
- awesome-ruby - ActiveRecord::Turntable - A database sharding extension for ActiveRecord. (ORM/ODM Extensions)
- awesome-ruby-toolbox - activerecord-turntable - ActiveRecord sharding extension (Active Record Plugins / Active Record Sharding)
- awesome-ruby - ActiveRecord::Turntable - A database sharding extension for ActiveRecord. (ORM/ODM Extensions)
- awesome-ruby - ActiveRecord::Turntable - A database sharding extension for ActiveRecord. (ORM/ODM Extensions)
README
# ActiveRecord::Turntable
[](http://badge.fury.io/rb/activerecord-turntable)
[](https://travis-ci.org/drecom/activerecord-turntable)
[](https://coveralls.io/github/drecom/activerecord-turntable)
[](https://github.com/drecom/activerecord-turntable/blob/master/LICENSE.txt)
ActiveRecord::Turntable is a database sharding extension for ActiveRecord.
## Dependencies
activerecord(>=5.0.0, <6.0)
* Current latest stable branch is [stable branch](https://github.com/drecom/activerecord-turntable/tree/stable).
If you are using with older activerecord versions, use following versions.
* activerecord 4.x - use activerecord-turntable version 2.x.([stable-2-x branch](https://github.com/drecom/activerecord-turntable/tree/stable-2-x))
* activerecord 3.x - use activerecord-turntable version 1.x.([stable-1-x branch](https://github.com/drecom/activerecord-turntable/tree/stable-1-x))
## Supported DBMS
MySQL only.
## Installation
Add to Gemfile:
```ruby
gem 'activerecord-turntable', '~> 4.4.1'
```
Run a bundle install:
```ruby
bundle install
```
Run install generator:
```bash
bundle exec rails g active_record:turntable:install
```
generator creates `#{Rails.root}/config/turntable.yml`
## Terminologies
### Shard
Shard is a database which is horizontal partitioned.
### Cluster
Cluster of shards. i.e) set of userdb1, userdb2, userdb3.
Shards in the same cluster should have the same schema structure.
### Master
Default ActiveRecord::Base's connection.
### Sequencer
Turntable's sequence system for clustered database.
This keeps primary key ids to be unique each shards.
## Example
### Example Databases Structure
One main database(default ActiveRecord::Base connection) and
three user databases sharded by user_id.
```
+-------+
| App |
+-------+
|
+---------+---------+---------+---------+
| | | | |
`--------` `-------` `-------` `-------` `-------`
| Master | |UserDB1| |UserDB2| |UserDB3| | SeqDB |
`--------` `-------` `-------` `-------` `-------`
```
### Example Configuration
Edit DSL type configuration file(config/turntable.rb) or YAML configuration file(turntable.yml).
And add database connection settings to database.yml.
See below example config.
* example turntable.rb
```ruby
cluster :user_cluster do
# algorithm [algorithm name symbol(range|range_bsearch|modulo)]
algorithm :range_bsearch
# sequencer [sequence name] [sequence type] [*options hash]
sequencer :user_seq, :mysql, connection: :user_seq
# shard [range], to: [connection names in database.yml]
shard 1...100, to: :user_shard_1
shard 100...200, to: :user_shard_2
shard 200...2000000000, to: :user_shard_3
# If you are using modulo algorithm, pass integer sequence start with zero.
#
# shard 0, to: :user_shard_1
# shard 1, to: :user_shard_2
# shard 2, to: :user_shard_3
end
```
* example turntable.yml
```yaml
development:
clusters:
user_cluster: # <-- cluster name
algorithm: range_bsearch # <-- `range`, `range_bsearch` or `modulo`
seq:
user_seq: # <-- sequencer name
seq_type: mysql # <-- sequencer type
connection: user_seq_1 # <-- sequencer database connection setting
shards:
- connection: user_shard_1 # <-- shard name
less_than: 100 # <-- shard range(like mysql partitioning) If you are using a modulo algorithm, it doesn't need it.
- connection: user_shard_2
less_than: 200
- connection: user_shard_3
less_than: 2000000000
```
* database.yml
```yaml
connection_spec: &spec
adapter: mysql2
encoding: utf8
reconnect: false
pool: 5
username: root
password: root
socket: /tmp/mysql.sock
development:
<<: *spec
database: sample_app_development
seq: # <-- sequence database definition
user_seq_1:
<<: *spec
database: sample_app_user_seq_development
shards: # <-- shards definition
user_shard_1:
<<: *spec
database: sample_app_user1_development
user_shard_2:
<<: *spec
database: sample_app_user2_development
user_shard_3:
<<: *spec
database: sample_app_user3_development
```
#### About algorithms
* range, range_bsearch - distribute records by key range
```ruby
algorithm :range_bsearch
shard 1...20_000, to: :user_shard_1
shard 20_000...40_000, to: :user_shard_2
shard 40_000...60_000, to: :user_shard_1
shard 60_000...80_000, to: :user_shard_2
shard 80_000...10_000_000, to: :user_shard_3
```
* modulo - distribute records by key modulo
```ruby
algorithm :modulo
shard 0, to: :user_shard_1
shard 1, to: :user_shard_2
shard 2, to: :user_shard_3
```
* hash_slot - distribute records by key hashes
default hash function is `Zlib.crc32(key.to_s)`
```ruby
algorithm :hash_slot
# Or specify hash function
# algorithm :hash_slot, hash_func: ->(key) { Zlib.adler32(key.to_s) }
shard 0...4096, to: :user_shard_1
shard 4096...8192, to: :user_shard_2
shard 8192...12288, to: :user_shard_3
shard 12288...16384, to: :user_shard_4
```
### Slave support (experimental)
Slave enabled configuration examples:
* config/turntable.rb
```ruby
cluster :user_cluster do
...
# shard [range], to: [connection names in database.yml]
shard 1...100, to: :user_shard_1, slaves: [:user_shard_1_1]
shard 100...200, to: :user_shard_2, slaves: [:user_shard_2_1]
shard 200...2000000000, to: :user_shard_3, slaves: [:user_shard_3_1]
end
```
* config/turntable.yml
```yaml
development:
clusters:
user_cluster: # <-- cluster name
...
shards:
- connection: user_shard_1
less_than: 100
slaves:
- user_shard_1_1
- connection: user_shard_2
less_than: 200
slaves:
- user_shard_2_1
- connection: user_shard_3
less_than: 2000000000
slaves:
- user_shard_3_1
```
* config/database.yml
Add slave connection settings under `shards`.
```yaml
...
shards:
user_shard_1:
<<: *default
database: turntable_user_shard_1_test
user_shard_1_1:
<<: *default
database: turntable_user_shard_1_1_test
user_shard_2:
<<: *default
database: turntable_user_shard_2_test
user_shard_2_1:
<<: *default
database: turntable_user_shard_2_1_test
user_shard_3:
<<: *default
database: turntable_user_shard_3_test
user_shard_3_1:
<<: *default
database: turntable_user_shard_3_1_test
```
Slave usage:
```ruby
User.with_slave {
# `User` model will use slave databases within this block.
}
User.with_master {
# `User` model will use master database within this block.
}
```
### Example Migration
Generate a model:
```bash
bundle exec rails g model user name:string
```
And Edit migration file:
```ruby
class CreateUsers < ActiveRecord::Migration
# Specify cluster executes migration if you need.
# Default, migration would be executed to all databases.
# clusters :user_cluster
def change
create_table :users do |t|
t.string :name
t.timestamps
end
create_sequence_for(:users) # <-- create sequence table
end
end
```
Then please execute rake tasks:
```bash
bundle exec rake db:create
bundle exec rake db:migrate
```
Those rake tasks would be executed to shards too.
### Example Model
Add turntable [shard_key_name] to the model class:
```ruby
class User < ApplicationRecord
turntable :user_cluster, :id
sequencer :user_seq
has_one :status
end
class Status < ApplicationRecord
turntable :user_cluster, :user_id
sequencer :user_seq
belongs_to :user
end
```
## Usage
### Creating
```
> User.create(name: "hoge")
(0.0ms) [Shard: user_seq_1] BEGIN
(0.3ms) [Shard: user_seq_1] UPDATE `users_id_seq` SET id=LAST_INSERT_ID(id+1)
(0.8ms) [Shard: user_seq_1] COMMIT
(0.1ms) [Shard: user_seq_1] SELECT LAST_INSERT_ID()
(0.1ms) [Shard: user_shard_1] BEGIN
[ActiveRecord::Turntable] Sending method: insert, sql: #, shards: ["user_shard_1"]
SQL (0.8ms) [Shard: user_shard_1] INSERT INTO `users` (`created_at`, `id`, `name`, `updated_at`) VALUES ('2012-04-10 03:59:42', 2, 'hoge', '2012-04-10 03:59:42')
(0.4ms) [Shard: user_shard_1] COMMIT
=> #
```
### Retrieving
```
> user = User.find(2)
[ActiveRecord::Turntable] Sending method: select_all, sql: #, shards: ["user_shard_1"]
User Load (0.3ms) [Shard: user_shard_1] SELECT `users`.* FROM `users` WHERE `users`.`id` = 2 LIMIT 1
=> #
```
### Updating
```
> user.update_attributes(name: "hogefoo")
(0.1ms) [Shard: user_shard_1] BEGIN
[ActiveRecord::Turntable] Sending method: update, sql: UPDATE `users` SET `name` = 'hogefoo', `updated_at` = '2012-04-10 04:07:52' WHERE `users`.`id` = 2, shards: ["user_shard_1"]
(0.3ms) [Shard: user_shard_1] UPDATE `users` SET `name` = 'hogefoo', `updated_at` = '2012-04-10 04:07:52' WHERE `users`.`id` = 2
(0.8ms) [Shard: user_shard_1] COMMIT
=> true
```
### Delete
```
> user.destroy
(0.2ms) [Shard: user_shard_1] BEGIN
[ActiveRecord::Turntable] Sending method: delete, sql: #, shards: ["user_shard_1"]
SQL (0.3ms) [Shard: user_shard_1] DELETE FROM `users` WHERE `users`.`id` = 2
(1.7ms) [Shard: user_shard_1] COMMIT
=> #
```
### Counting
```
> User.count
[ActiveRecord::Turntable] Sending method: select_value, sql: #, shards: ["user_shard_1", "user_shard_2", "user_shard_3"]
(0.8ms) [Shard: user_shard_1] SELECT COUNT(*) FROM `users`
(0.3ms) [Shard: user_shard_2] SELECT COUNT(*) FROM `users`
(0.2ms) [Shard: user_shard_3] SELECT COUNT(*) FROM `users`
=> 1
```
## Sequencer
Sequencer provides generating global IDs.
Turntable has follow 3 sequencers currently:
* :mysql - Use database table to generate ids.
* :barrage - Use [barrage](https://github.com/drecom/barrage) gem to generate ids
* :katsubushi - [katsubushi](https://github.com/kayac/go-katsubushi) sequencer backend
### Mysql example
First, add configuration to turntable.yml and database.yml
* database.yml
```yaml
development:
...
seq: # <-- sequence database definition
user_seq_1:
<<: *spec
database: sample_app_user_seq_development
```
* turntable.yml
```yaml
development:
clusters:
user_cluster: # <-- cluster name
....
seq:
user_seq: # <-- sequencer name
seq_type: mysql # <-- sequencer type
connection: user_seq_1 # <-- sequencer database connection
```
Add below to the migration:
```ruby
create_sequence_for(:users) # <-- this line creates sequence table named `users_id_seq`
```
Next, add sequencer definition to the model:
```ruby
class User < ApplicationRecord
turntable :id
sequencer :user_seq # <-- this line enables sequencer module
has_one :status
end
```
### Barrage example
First, add barrage gem to your Gemfile:
```ruby
gem 'barrage'
```
Then, add configuration to turntable.yml:
* turntable.yml
```yaml
development:
clusters:
user_cluster: # <-- cluster name
....
seq:
barrage_seq: # <-- sequencer name
seq_type: barrage # <-- sequencer type
options: # <-- options passed to barrage
generators:
- name: msec
length: 39 # MAX 17.4 years from start_at
start_at: 1396278000000 # 2014/04/01 00:00:00 JST
- name: redis_worker_id
length: 16
ttl: 300
redis:
host: '127.0.0.1'
- name: sequence
length: 9
```
Next, add sequencer definition to the model:
```ruby
class User < ApplicationRecord
turntable :id
sequencer :barrage_seq # <-- this line enables sequencer module
has_one :status
end
```
### Katsubushi example
[katsubushi](https://github.com/kayac/go-katsubushi) is available as a sequence server.
ActiveRecord::Turntable accesses katsubushi via Dalli.
First, add dalli gem to your Gemfile:
```ruby
gem 'dalli'
```
Then, add configuration to turntable.yml:
* turntable.yml
```yaml
development:
clusters:
user_cluster: # <-- cluster name
....
seq:
katsubushi_seq: # <-- sequencer name
seq_type: katsubushi # <-- sequencer type
options: # <-- options passed to dalli
servers:
- host: localhost
port: 11212
- host: localhost
port: 11213
```
Next, add sequencer definition to the model:
```ruby
class User < ApplicationRecord
turntable :id
sequencer :katsubushi_seq # <-- this line enables sequencer module
has_one :status
end
```
## Transactions
Turntable has some transaction support methods.
### shards_transaction
Pass AR::Base instances, `shards_transaction` method suitable shards
```ruby
user = User.find(2)
user3 = User.create(name: "hoge3")
User.shards_transaction([user, user3]) do
user.name = "hogehoge"
user3.name = "hogehoge3"
user.save!
user3.save!
end
```
### cluster_transaction
When executing transaction on all shards in the cluster, use `#{cluster_name}_transaction` method:
```ruby
User.user_cluster_transaction do
# Transaction is opened all shards in "user_cluster"
end
```
### Migration
If you specify cluster or shard, migration will be executed to the cluster(or shard) and master database.
Default, migrations will be executed to all databases.
to specify cluster:
```ruby
class CreateUsers < ActiveRecord::Migration
clusters :user_cluster
....
end
```
to specify shard:
```ruby
class CreateUsers < ActiveRecord::Migration
shards :user_shard_01
....
end
```
## Limitations
* Queries includes "ORDER BY", "GROUP BY" and "LIMIT" clauses cannot be distributed.
* "has many through" and "habtm" relationships may returns unexpected results. ex) `User-Friend-User` relation
## TIPS
### Send query to a specific shard.
Use `with_shard` method:
```ruby
AR::Base.with_shard(shard1) do
# something queries to shard1
end
```
`with_shard` method accepts following types to specify a shard:
* ActiveRecord::Turntable::Shard object
* AcitveRecord::Base object - `AR::Base#turntable_shard` will be used
* Numeric, String - a shard key value
* Symbol - shard name symbol
To access shard objects, use below:
* AR::Base.connection.shards # \\{shard_name => shard_obj,....}
* AR::Base#turntable_shard # Returns current object's shard
* AR::Base.connection.shard_for(shard_key_value) #=> shard
### Send query to all shards
Use with_all method:
```ruby
User.with_all do
User.order("created_at DESC").limit(3).all
end # => Returns Array of results
```
### Cannot specify error is raised between associations
Normally, activerecord-turntable detects shard keys on associated models, but auto-detection will fail with following conditions:
* foreign key column != shard key column
* Using different shard key names
For example:
```ruby
class User
# shard key:
# foreign key: main_user_item_id
belongs_to :main_user_item, class_name: "UserItem", required: false
end
class UserItem
# shard key name: :user_id
turntable :user_cluster, :user_id
end
```
This example raises CannotSpecifyShardError
```ruby
> user.main_user_item
User Load [Shard: master] (0.4ms) SELECT `users`.* FROM `users` ORDER BY `users`.`id` ASC LIMIT 1
[ActiveRecord::Turntable] Error on Building Fader: SELECT `user_items`.* FROM `user_items` WHERE `user_items`.`id` = 2198059200000 LIMIT 1, on_method: select_all, err: cannot specifyshard for query: SELECT "user_items".* FROM `user_items` WHERE (`user_items`.`id` = 2198059200000) LIMIT 1
ActiveRecord::Turntable::CannotSpecifyShardError: cannot specify shard for query: SELECT "user_items".* FROM `user_items` WHERE (`user_items`.`id` = 2198059200000) LIMIT 1
```
Use foreign_shard_key option to pass a shard key condition:
```
-belongs_to :main_user_item, class_name: "UserItem"
+belongs_to :main_user_item, class_name: "UserItem", foreign_shard_key: :id
```
```ruby
> user.main_user_item
User Load [Shard: master] (0.2ms) SELECT `users`.* FROM `users` ORDER BY `users`.`id` ASC LIMIT 1
[ActiveRecord::Turntable] Sending method: select_all, sql: #, shards: ["user_shard_1"]
Changing UserItem's shard to user_shard_1
UserItem Load [Shard: user_shard_1] (0.2ms) SELECT `user_items`.* FROM `user_items` WHERE `user_items`.`user_id` = 1 AND `user_items`.`id` = 2198059200000 LIMIT 1
Changing UserItem's shard to master
=> #
```
### Performance Exception
To notice queries causing performance problem, Turntable has follow options.
* raise\_on\_not\_specified\_shard\_query - raises on queries execute on all shards
* raise\_on\_not\_specified\_shard\_update - raises on updates executed on all shards
Add to turntable.yml or turntable.rb:
```yaml
development:
....
raise_on_not_specified_shard_query: true
raise_on_not_specified_shard_update: true
```
```ruby
# Write on top level
raise_on_not_specified_shard_query true
raise_on_not_specified_shard_update true
```
## Thanks
ConnectionProxy, Distributed Migration implementation is inspired by Octopus and DataFabric.
## License
activerecord-turntable is released under the MIT license:
Copyright (c) 2012 Drecom Co.,Ltd.
Permission is hereby granted, free of charge, to any person obtaining
a copy of this software and associated documentation files (the
"Software"), to deal in the Software without restriction, including
without limitation the rights to use, copy, modify, merge, publish,
distribute, sublicense, and/or sell copies of the Software, and to
permit persons to whom the Software is furnished to do so, subject to
the following conditions:
The above copyright notice and this permission notice shall be
included in all copies or substantial portions of the Software.
THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND,
EXPRESS OR IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF
MERCHANTABILITY, FITNESS FOR A PARTICULAR PURPOSE AND
NONINFRINGEMENT. IN NO EVENT SHALL THE AUTHORS OR COPYRIGHT HOLDERS BE
LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION
OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION
WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS IN THE SOFTWARE.