Makara
Makara is generic master/slave proxy. It handles the heavy lifting of managing, choosing, blacklisting, and cycling through connections. It comes with an ActiveRecord database adapter implementation.
Warning:
There is a potential performance issue when used alongside certain versions of newrelic/rpm, Issue #59.
Any newrelic_rpm
< 3.11.2
and>= 3.7.2
will have the regression. I'd recommend upgrading newrelic_rpm to avoid the problem.
Installation
Use the current version of the gem from rubygems in your Gemfile
.
gem 'makara'
Basic Usage
If you're only interested in the ActiveRecord database adapter... here you go.
Makara provides a base proxy class which you should inherit from. Your proxy connection class should implement a connection_for
instance method which will be provided with an individual configuration and expect a real connection back.
class MyAwesomeSqlProxy < ::Makara::Proxy
def connection_for(config)
::Sql::Client.new(config)
end
end
Next, you need to decide which methods are proxied and which methods should be sent to all underlying connections:
# within MyAwesomeSqlProxy
hijack_method :select, :ping
send_to_all :connect, :reconnect, :disconnect, :clear_cache
Assuming you don't need to split requests between a master and a slave, you're done. If you do need to, implement the needs_master?
method:
# within MyAwesomeSqlProxy
def needs_master?(method_name, args)
return false if args.empty?
sql = args.first
sql !~ /^select/i
end
This implementation will send any request not like "SELECT..." to a master connection. There are more methods you can override and more control over blacklisting - check out the makara database adapter for examples of advanced usage.
Config Parsing
Makara comes with a config parser which will handle providing subconfigs to the connection_for
method. Check out the ActiveRecord database.yml example below for more info.
Context
Makara handles stickyness by keeping track of a context (sha). In a multi-instance environment it persists a context in a cache. If Rails is present it will automatically use Rails.cache. You can provide any kind of store as long as it responds to the methods required in lib/makara/cache.rb.
Makara::Cache.store = MyRedisCacheStore.new
To handle persistence of context across requests in a Rack app, makara provides a middleware. It lays a cookie named _mkra_ctxt
which contains the current master context. If the next request is executed before the cookie expires, master will be used. If something occurs which naturally requires master on the second request, the context is changed and stored again.
Changing Context
If you need to change the makara context, releasing any stuck connections, all you have to do is:
ctx = Makara::Context.generate # or any unique sha
Makara::Context.set_current ctx
A context is local to the curent thread of execution. This will allow you to stick to master safely in a single thread in systems such as sidekiq, for instance.
Forcing Master
If you need to force master in your app then you can simply invoke stick_to_master! on your connection:
write_to_cache = true # or false
proxy.stick_to_master!(write_to_cache)
Skipping the Stickiness
If you're using the sticky: true
configuration and you find yourself in a situation where you need to write information through the proxy but you don't want the context to be stuck to master, you should use a without_sticking
block:
proxy.without_sticking do
# do my stuff that would normally cause the proxy to stick to master
end
Logging
You can set a logger instance to ::Makara::Logging::Logger.logger and Makara will log how it handles errors at the Proxy level.
Makara::Logging::Logger.logger = ::Logger.new(STDOUT)
ActiveRecord Database Adapter
So you've found yourself with an ActiveRecord-based project which is starting to get some traffic and you realize 95% of you DB load is from reads. Well you've come to the right spot. Makara is a great solution to break up that load not only between master and slave but potentially multiple masters and/or multiple slaves.
By creating a makara database adapter which simply acts as a proxy we avoid any major complexity surrounding specific database implementations. The makara adapter doesn't care if the underlying connection is mysql, postgresql, etc it simply cares about the sql string being executed.
What goes where?
In general: Any SELECT
statements will execute against your slave(s), anything else will go to master.
There are some edge cases:
SET
operations will be sent to all connections- Execution of specific methods such as
connect!
,disconnect!
, andclear_cache!
are invoked on all underlying connections - Calls inside a transaction will always be sent to the master (otherwise changes from within the transaction could not be read back on most transaction isolation levels)
- Locking reads (e.g.
SELECT ... FOR UPDATE
) will always be sent to the master
Errors / blacklisting
Whenever a node fails an operation due to a connection issue, it is blacklisted for the amount of time specified in your database.yml. After that amount of time has passed, the connection will begin receiving queries again. If all slave nodes are blacklisted, the master connection will begin receiving read queries as if it were a slave. Once all nodes are blacklisted the error is raised to the application and all nodes are whitelisted.
Database.yml
Your database.yml should contain the following structure:
production:
adapter: 'mysql2_makara'
database: 'MyAppProduction'
# any other standard AR configurations
# add a makara subconfig
makara:
# the following are default values
blacklist_duration: 5
master_ttl: 5
master_strategy: round_robin
sticky: true
# list your connections with the override values (they're merged into the top-level config)
# be sure to provide the role if master, role is assumed to be a slave if not provided
connections:
- role: master
host: master.sql.host
- role: slave
host: slave1.sql.host
- role: slave
host: slave2.sql.host
Let's break this down a little bit. At the top level of your config you have the standard adapter
choice. Currently the available adapters are listed in lib/active_record/connection_adapters/. They are in the form of #{db_type}_makara
where db_type is mysql, postgresql, etc.
Following the adapter choice is all the standard configurations (host, port, retry, database, username, password, etc). With all the standard configurations provided, you can now provide the makara subconfig.
The makara subconfig sets up the proxy with a few of its own options, then provides the connection list. The makara options are:
- blacklist_duration - the number of seconds a node is blacklisted when a connection failure occurs
- disable_blacklist - do not blacklist node at any error, useful in case of one master
- sticky - if a node should be stuck to once it's used during a specific context
- master_ttl - how long the master context is persisted. generally, this needs to be longer than any replication lag
- master_strategy - use a different strategy for picking the "current" master node:
failover
will try to keep the same one until it is blacklisted. The default isround_robin
which will cycle through available ones. - slave_strategy - use a different strategy for picking the "current" slave node:
failover
will try to keep the same one until it is blacklisted. The default isround_robin
which will cycle through available ones. - connection_error_matchers - array of custom error matchers you want to be handled gracefully by Makara (as in, errors matching these regexes will result in blacklisting the connection as opposed to raising directly).
Connection definitions contain any extra node-specific configurations. If the node should behave as a master you must provide role: master
. Any previous configurations can be overridden within a specific node's config. Nodes can also contain weights if you'd like to balance usage based on hardware specifications. Optionally, you can provide a name attribute which will be used in sql logging.
connections:
- role: master
host: mymaster.sql.host
blacklist_duration: 0
# implicit role: slave
- host: mybigslave.sql.host
weight: 8
name: Big Slave
- host: mysmallslave.sql.host
weight: 2
name: Small Slave
In the previous config the "Big Slave" would receive ~80% of traffic.
DATABASE_URL
Connections may specify a url
parameter in place of host, username, password, etc.
connections:
- role: master
blacklist_duration: 0
url: 'mysql2://db_username:db_password@localhost:3306/db_name'
We recommend, if using environmental variables, to interpolate them via ERb.
connections:
- role: master
blacklist_duration: 0
url: <%= ENV['DATABASE_URL_MASTER'] %>
- role: slave
url: <%= ENV['DATABASE_URL_SLAVE'] %>
Important: Do NOT use ENV['DATABASE_URL']
, as it inteferes with the the database configuration
initialization and may cause Makara not to complete the configuration. For the moment, it is easier
to use a different ENV variable than to hook into the database initialization in all the supported
Rails.
For more information on url parsing, as used in ConfigParser, see:
- 3.0 ActiveRecord::Base::ConnectionSpecification.new
- 3.0 ActiveRecord::Base::ConnectionSpecification.new
- 3.2 ActiveRecord::Base::ConnectionSpecification::Resolver.send(:connection_url_to_hash, url_config[:url])
- 4.0 ActiveRecord::ConnectionAdapters::ConnectionSpecification::Resolver.send(:connection_url_to_hash, url_config[:url])
- 4.1
ActiveRecord::ConnectionAdapters::ConnectionSpecification::ConnectionUrlResolver.new(url).to_hash
- ActiveRecord::ConnectionHandling::MergeAndResolveDefaultUrlConfig.new(url_config).resolve
- 4.2 ActiveRecord::ConnectionAdapters::ConnectionSpecification::ConnectionUrlResolver.new(url).to_hash
- master ActiveRecord::ConnectionAdapters::ConnectionSpecification::ConnectionUrlResolver.new(url).to_hash
Custom error matchers:
To enable Makara to catch and handle custom errors gracefully (blacklist the connection instead of raising directly), you must add your custom matchers to the connection_error_matchers
setting of your config file, for example:
production:
adapter: 'mysql2_makara'
makara:
blacklist_duration: 5
connection_error_matchers:
- !ruby/regexp '/^ActiveRecord::StatementInvalid: Mysql2::Error: Unknown command:/'
- '/Sql Server Has Gone Away/'
- 'Mysql2::Error: Duplicate entry'
You can provide strings or regexes. In the case of strings, if they start with /
and end with /
they will be converted to regexes when evaluated. Strings that don't start and end with /
will get evaluated with standard comparison.
Common Problems / Solutions
On occasion your app may deal with a situation where makara is not present during a write but a read should use master. In the generic proxy details above you are encouraged to use stick_to_master!
to accomplish this. Here's an example:
# some third party creates a resource in your db, slave replication may not have completed yet
# ...
# then your app is told to read the resource.
def handle_request_after_third_party_record_creation
CreatedResourceClass.connection.stick_to_master!
CreatedResourceClass.find(params[:id]) # will go to master
end
Similarly, if you have a third party service which will conduct a generic request against your Rack app, you can force master via a query param:
def send_url_to_third_party
context = Makara::Context.get_current
ThirdParty.read_from_here!("http://mysite.com/path/to/resource?_mkra_ctxt=#{context}")
end
Todo
- Cookie based cache store?
- More real world examples