A Ruby library to watch and analyze queries that run using ActiveRecord
to check
if they use a proper index.
It subscribes to sql.active_record
notification using ActiveSupport::Notifications
.
It was designed to be used in tests, but it's also possible to use it in staging or production, carefully.
Imagine you have an application running in production and after a deploy, it starts to slow down.
After a perhaps exhaustive debugging session, you may find that a new query or perhaps a change in the database schema was responsible for starting to have queries that do not use database indexes.
Then, you create the appropriate index and the problem is solved!
By using this gem, you can get those queries that are not using suitable database indexes in your test suite. So you won't have surprises like the example above, after a deploy.
You can also enable the gem in your development/staging environment, generate a report and analyze if there is any missing index.
Add this line to your application's Gemfile:
gem 'wt_activerecord_index_spy'
And then execute:
$ bundle install
Or install it yourself as:
$ gem install wt_activerecord_index_spy
There are 3 different modes to use it:
Include the helper in your RSpec configuration:
require 'wt_activerecord_index_spy/test_helpers'
RSpec.configure do |config|
config.include(WtActiverecordIndexSpy::TestHelpers)
end
Use the helper have_used_db_indexes
where you want to check if all queries used database indexes:
it 'uses an index for all the queries' do
expect { SomeClass.some_method }.to have_used_db_indexes
end
Given that some results are uncertain, it's also possible to set the matcher to fail only with certain results:
it 'uses an index for all the queries' do
expect { SomeClass.some_method }.to have_used_db_indexes(only_certains: true)
end
Add this line to enable it:
WtActiverecordIndexSpy.watch_queries
After that, wt_activerecord_index_spy
will run an EXPLAIN
query for every query
fired with ActiveRecord
that has a WHERE
condition.
Finally, you can generate a report with the results:
WtActiverecordIndexSpy.export_html_results
This method creates an HTML file with a report and prints its location to STDOUT.
The content of this file is similar to this:
Level | Identifier | Query | Origin |
---|---|---|---|
certain | User Load | SELECT users .* FROM users WHERE users .name = 'lala' LIMIT 1 |
spec/wt_activerecord_index_spy_spec.rb:162 |
uncertain | User Load | SELECT users .* FROM users WHERE users .city_id IN (SELECT cities .id FROM cities WHERE cities .name = 'Santo Andre') |
spec/wt_activerecord_index_spy_spec.rb:173 |
Where:
- Level:
certain
when it is certain that an index is missing, oruncertain
when it's not possible to be sure - Identifier: is the query identifier reported
ActiveRecord
notification - Origin: is the line the query was fired
This mode, by default, ignores queries that were originated in test code. For that, it considers files which path includes test/
or spec/
.
It's possible to disable it as follows:
WtActiverecordIndexSpy.watch_queries(ignore_queries_originated_in_test_code: false)
If the same query runs in many places, only one origin will be added to the report.
It's also possible to get the results using the following methods:
# Returns a list of certain results
WtActiverecordIndexSpy.certain_results
# Returns a list of certain and uncertain results mixed
WtActiverecordIndexSpy.results
It's also possible to enable it in a specific context, using a block:
WtActiverecordIndexSpy.watch_queries do
# some code...
end
After that, you can generate the HTML report with:
WtActiverecordIndexSpy.export_html_results
Currently, it supports:
Ruby: 2.7, 2.6, 2.5
Mysql: 5.7
PostgreSQL: 13.2
Note: Currently, the PostgreSQL query analyser is not so intelligent and can't be
certain if an index is missing or not. So all results are uncertain
. More
details in WeTransfer#12
ActiveRecord: 6, 5, 4
RSpec: 3.x
After checking out the repo, run cp .env.template .env
and set database credentials to run the tests.
Run bin/setup
to install dependencies.
Then, run bundle exec rake db:create db:migrate
to create the Mysql databases and ADAPTER=postgresql bundle exec rake db:create db:migrate
to create the PostgresSQL database.
Then, run bundle exec rspec
to run the tests for Mysql and ADAPTER=postgresql bundle exec rspec
.
You can also run bundle exec bin/console
for an interactive prompt that will allow you to experiment.
To install this gem onto your local machine, run bundle exec rake install
. To release a new version, update the version number in version.rb
, and then run bundle exec rake release
, which will create a git tag for the version, push git commits and the created tag, and push the .gem
file to rubygems.org.
Bug reports and pull requests are welcome on GitHub at https://github.com/wetransfer/wt_activerecord_index_spy. This project is intended to be a safe, welcoming space for collaboration, and contributors are expected to adhere to the code of conduct. Please add your name to the CONTRIBUTORS.md
The gem is available as open source under the terms of the Hippocratic License.
Everyone interacting in the WT Activerecord Index Spy project's codebases, issue trackers, chat rooms and mailing lists is expected to follow the code of conduct.