h1. Scrooge
h4. This is a complete rewrite from the initial coverage at "igvita.com":http://www.igvita.com/2009/02/27/activerecord-optimization-with-scrooge/ - read on below
Many thanks to Stephen Sykes ( "pennysmalls.com":http://pennysmalls.com ) for his time spent on shaping, implementing and troubleshooting this release.
An ActiveRecord optimization layer to ensure production Ruby applications only fetch the database content needed to minimize wire traffic, excessive SQL queries and reduce conversion overheads to native Ruby types.
h2. Why bother ?
* Object conversion and moving unnecessary data is both expensive and tax existing infrastructure in high load setups
* Manually extracting and scoping SELECT clauses is not sustainable in a clean and painless manner with iterative development, even less so in large projects.
* Preloading associations can be painful - delegate to Scrooge instead.
h2. What it does
Processing HotelsController#show (for 127.0.0.1 at 2009-03-18 19:29:38) [GET]
Parameters: {"action"=>"show", "id"=>"8699-radisson-hotel-waterfront-cape-town", "controller"=>"hotels"}
Hotel Load Scrooged (0.3ms) SELECT `hotels`.id FROM `hotels` WHERE (`hotels`.`id` = 8699)
Rendering template within layouts/application
Rendering hotels/show
SQL (0.2ms) SELECT `hotels`.location_id,`hotels`.hotel_name,`hotels`.location,`hotels`.from_price,`hotels`.star_rating,`hotels`.apt,`hotels`.latitude,`hotels`.longitude,`hotels`.distance,`hotels`.narrative,`hotels`.telephone,`hotels`.important_notes,`hotels`.nearest_tube,`hotels`.nearest_rail,`hotels`.created_at,`hotels`.updated_at,`hotels`.id FROM `hotels` WHERE `hotels`.id IN ('8699')
Image Load Scrooged (0.2ms) SELECT `images`.id FROM `images` WHERE (`images`.hotel_id = 8699) LIMIT 1
SQL (0.2ms) SELECT `images`.hotel_id,`images`.title,`images`.url,`images`.width,`images`.height,`images`.thumbnail_url,`images`.thumbnail_width,`images`.thumbnail_height,`images`.has_thumbnail,`images`.created_at,`images`.updated_at,`images`.id FROM `images` WHERE `images`.id IN ('488')
Rendered shared/_header (0.0ms)
Rendered shared/_navigation (0.2ms)
Image Load Scrooged (0.2ms) SELECT `images`.id FROM `images` WHERE (`images`.hotel_id = 8699)
SQL (0.2ms) SELECT `images`.hotel_id,`images`.title,`images`.url,`images`.width,`images`.height,`images`.thumbnail_url,`images`.thumbnail_width,`images`.thumbnail_height,`images`.has_thumbnail,`images`.created_at,`images`.updated_at,`images`.id FROM `images` WHERE `images`.id IN ('488')
Address Columns (306.2ms) SHOW FIELDS FROM `addresses`
Address Load Scrooged (3.6ms) SELECT `addresses`.id FROM `addresses` WHERE (`addresses`.hotel_id = 8699) LIMIT 1
Rendered hotels/_show_sidebar (313.2ms)
Rendered shared/_footer (0.1ms)
Completed in 320ms (View: 8, DB: 311) | 200 OK [http://localhost/hotels/8699-radisson-hotel-waterfront-cape-town]
Processing HotelsController#show (for 127.0.0.1 at 2009-03-18 19:29:40) [GET]
Parameters: {"action"=>"show", "id"=>"8699-radisson-hotel-waterfront-cape-town", "controller"=>"hotels"}
Hotel Load Scrooged (0.3ms) SELECT `hotels`.narrative,`hotels`.from_price,`hotels`.star_rating,`hotels`.hotel_name,`hotels`.id FROM `hotels` WHERE (`hotels`.`id` = 8699)
Address Load Scrooged (0.2ms) SELECT `addresses`.id FROM `addresses` WHERE (`addresses`.hotel_id = 8699)
Rendering template within layouts/application
Rendering hotels/show
Image Load Scrooged (0.3ms) SELECT `images`.url,`images`.id,`images`.height,`images`.width FROM `images` WHERE (`images`.hotel_id = 8699) LIMIT 1
Rendered shared/_header (0.1ms)
Rendered shared/_navigation (0.2ms)
Image Load Scrooged (0.3ms) SELECT `images`.thumbnail_width,`images`.id,`images`.thumbnail_height,`images`.thumbnail_url FROM `images` WHERE (`images`.hotel_id = 8699)
Rendered hotels/_show_sidebar (1.0ms)
Rendered shared/_footer (0.1ms)
Completed in 8ms (View: 5, DB: 1) | 200 OK [http://localhost/hotels/8699-radisson-hotel-waterfront-cape-town]
h2. Suggested Use
Install, and you're off to the races!
h2. Installation
h4. As a Rails plugin ( Recommended )
./script/plugin install git://github.com/methodmissing/scrooge.git
h4. From Git
git pull git://github.com/methodmissing/scrooge.git
h4. As a Gem
sudo gem install methodmissing-scrooge -s http://gems.github.com
h2. Stability
The whole ActiveRecord test suite passes with scrooge, except for 9 failures related to callsite augmentation (note the SQL reload snippets below).Thoughts on handling or circumventing this much appreciated.
2) Failure:
test_finding_with_includes_on_belongs_to_association_with_same_include_includes_only_once(EagerAssociationTest)
[/opt/local/lib/ruby/gems/1.8/gems/activerecord-2.3.1/test/cases/../../lib/active_record/test_case.rb:31:in `assert_queries'
/opt/local/lib/ruby/gems/1.8/gems/activerecord-2.3.1/test/cases/associations/eager_test.rb:139:in `test_finding_with_includes_on_belongs_to_association_with_same_include_includes_only_once'
/opt/local/lib/ruby/gems/1.8/gems/activesupport-2.3.1/lib/active_support/testing/setup_and_teardown.rb:57:in `__send__'
/opt/local/lib/ruby/gems/1.8/gems/activesupport-2.3.1/lib/active_support/testing/setup_and_teardown.rb:57:in `run']:
5 instead of 3 queries were executed.
Queries:
SELECT `posts`.id,`posts`.type FROM `posts` WHERE (`posts`.`id` = 1)
SELECT `posts`.author_id,`posts`.title,`posts`.body,`posts`.comments_count,`posts`.taggings_count FROM `posts` WHERE (`posts`.`id` = 1)
SELECT `authors`.name,`authors`.id FROM `authors` WHERE (`authors`.`id` = 1)
SELECT `authors`.author_address_id,`authors`.author_address_extra_id FROM `authors` WHERE (`authors`.`id` = 1)
SELECT `author_addresses`.id FROM `author_addresses` WHERE (`author_addresses`.`id` = 1) .
<3> expected but was
<5>.
To run tests in your environment :
* Configure to run the ActiveRecord test suite as per the "docs":http://github.com/rails/rails/blob/8a17fd1a65ab8e2fa6b36d79603fde0e6ffd083f/activerecord/RUNNING_UNIT_TESTS
* 'rake test' from within the scrooge root directory
* It'll attempt to find the path to the ActiveRecord test cases through rubygems
* Known to work with both 2.2.2, 2.3.0 and the upcoming 2.3.1
h2. Initial Benchmarks
Passenger, Rails 2.2.2, remote DB :
Without scrooge:
Concurrency Level: 1
Time taken for tests: 68.279156 seconds
Complete requests: 150
Failed requests: 0
Write errors: 0
Total transferred: 13741201 bytes
HTML transferred: 13679100 bytes
Requests per second: 2.20 [#/sec] (mean)
Time per request: 455.194 [ms] (mean)
Time per request: 455.194 [ms] (mean, across all concurrent requests)
Transfer rate: 196.53 [Kbytes/sec] received
With scrooge:
Concurrency Level: 1
Time taken for tests: 58.162039 seconds
Complete requests: 150
Failed requests: 0
Write errors: 0
Total transferred: 13747200 bytes
HTML transferred: 13685100 bytes
Requests per second: 2.58 [#/sec] (mean)
Time per request: 387.747 [ms] (mean)
Time per request: 387.747 [ms] (mean, across all concurrent requests)
Transfer rate: 230.82 [Kbytes/sec] received
h2. How it works
h4. Callsites
Ruby allows introspection of the call tree through
Kernel#caller
Scrooge analyzes the last 10 calltree elements that triggered
ActiveRecord::Base.find_by_sql
Lets refer to that as a callsite, or signature.
Thus given SQL such as
"SELECT * FROM `images` WHERE (`images`.hotel_id = 11697) LIMIT 1"
Called from our application helper
["/Users/lourens/projects/superbreak_app/vendor/plugins/scrooge/rails/../lib/scrooge.rb:27:in `find_by_sql'", "/Users/lourens/projects/superbreak_app/vendor/rails/activerecord/lib/active_record/base.rb:1557:in `find_every'", "/Users/lourens/projects/superbreak_app/vendor/rails/activerecord/lib/active_record/base.rb:1514:in `find_initial'", "/Users/lourens/projects/superbreak_app/vendor/rails/activerecord/lib/active_record/base.rb:613:in `find'", "/Users/lourens/projects/superbreak_app/vendor/rails/activerecord/lib/active_record/associations/association_collection.rb:60:in `find'", "/Users/lourens/projects/superbreak_app/vendor/rails/activerecord/lib/active_record/associations/association_collection.rb:67:in `first'", "/Users/lourens/projects/superbreak_app/app/helpers/application_helper.rb:60:in `hotel_image'", "/Users/lourens/projects/superbreak_app/app/views/hotels/_hotel.html.erb:4:in `_run_erb_app47views47hotels47_hotel46html46erb_locals_hotel_hotel_counter_object'", "/Users/lourens/projects/superbreak_app/vendor/rails/actionpack/lib/action_view/renderable.rb:36:in `send'", "/Users/lourens/projects/superbreak_app/vendor/rails/actionpack/lib/action_view/renderable.rb:36:in `render'", "/Users/lourens/projects/superbreak_app/vendor/rails/actionpack/lib/action_view/renderable_partial.rb:20:in `render'"]
We can generate a unique callsite identifier with the following calculation :
(The above calltree << "SELECT * FROM `images` ).hash " # cut off conditions etc.
Callsites are tracked on a per model ( table name ) basis.
h4. Scope
Only SQL statements that meet the following criteria is considered for column optimizations :
* A SELECT statement
* Not a JOIN
* The Model has a primary key defined
Only associations that meet the following criteria is associated with a callsite and preloaded
on subsequent requests :
* Not a polymorphic association
* Not a collection ( has_many etc. )
h4. How it tracks
The ActiveRecord attributes Hash is replaced with a proxy that automatically augments the callsite with any attributes referenced through the Hash lookup keys.We're also able to learn which associations is invoked from a given callsite, for preloading on subsequent requests.
h4. Storage
There's a slight memory hit for each model as the callsites is stored as a class level Hash, which is relatively lightweight and looks like this :
#, @associations=#, @signature=-736202783, @klass=Hotel(id: integer, location_id: integer, hotel_name: string, location: string, from_price: float, star_rating: integer, apt: boolean, latitude: float, longitude: float, distance: float, narrative: text, telephone: string, important_notes: text, nearest_tube: string, nearest_rail: string, created_at: datetime, updated_at: datetime), @inheritance_column="type">
h4. Tracking and scoping ?
The tracking and scoping phases is superseded by this implementation - none of those hindrances anymore.
h2. Todo
* Deeper coverage for Scrooge::AttributesProxy ( pending conversion to a subclass of Hash instead )
* Test cases for Scrooge::Callsite
* Have invoking Model#attributes not associate all columns with the callsite
* Avoid possible missing attribute exceptions for destroyed objects
(c) 2009 Lourens Naudé (methodmissing) and Stephen Sykes (sdsykes)