Prosopite
Prosopite is able to auto-detect Rails N+1 queries with zero false positives / false negatives.
N+1 queries detected:
SELECT `users`.* FROM `users` WHERE `users`.`id` = 20 LIMIT 1
SELECT `users`.* FROM `users` WHERE `users`.`id` = 21 LIMIT 1
SELECT `users`.* FROM `users` WHERE `users`.`id` = 22 LIMIT 1
SELECT `users`.* FROM `users` WHERE `users`.`id` = 23 LIMIT 1
SELECT `users`.* FROM `users` WHERE `users`.`id` = 24 LIMIT 1
Call stack:
app/controllers/thank_you_controller.rb:4:in `block in index'
app/controllers/thank_you_controller.rb:3:in `each'
app/controllers/thank_you_controller.rb:3:in `index':
app/controllers/application_controller.rb:8:in `block in <class:ApplicationController>'
The need for prosopite emerged after dealing with various false positives / negatives using the bullet gem.
Compared to Bullet
Prosopite can auto-detect the following extra cases of N+1 queries:
N+1 queries after record creations (usually in tests)
FactoryBot.create_list(:leg, 10)
Leg.last(10).each do |l|
l.chair
end
Not triggered by ActiveRecord associations
Leg.last(4).each do |l|
Chair.find(l.chair_id)
end
First/last/pluck of collection associations
Chair.last(20).each do |c|
c.legs.first
c.legs.last
c.legs.pluck(:id)
end
Changing the ActiveRecord class with #becomes
Chair.last(20).map{ |c| c.becomes(ArmChair) }.each do |ac|
ac.legs.map(&:id)
end
Mongoid models calling ActiveRecord
class Leg::Design
include Mongoid::Document
...
field :cid, as: :chair_id, type: Integer
...
def chair
@chair ||= Chair.where(id: chair_id).first!
end
end
Leg::Design.last(20) do |l|
l.chair
end
Why a new gem
Creating a new gem makes more sense since bullet's core mechanism is completely different from prosopite's.
How it works
Prosopite monitors all SQL queries using the Active Support instrumentation and looks for the following pattern which is present in all N+1 query cases:
More than one queries have the same call stack and the same query fingerprint.
Installation
Add this line to your application's Gemfile:
gem 'prosopite'
If you're not using MySQL/MariaDB, you should also add:
gem 'pg_query'
And then execute:
$ bundle install
Or install it yourself as:
$ gem install prosopite
Configuration
The preferred type of notifications can be configured with:
Prosopite.min_n_queries
: Minimum number of N queries to report per N+1 case. Defaults to 2.Prosopite.raise = true
: Raise warnings as exceptionsProsopite.rails_logger = true
: Send warnings to the Rails logProsopite.prosopite_logger = true
: Send warnings tolog/prosopite.log
Prosopite.stderr_logger = true
: Send warnings to STDERRProsopite.backtrace_cleaner = my_custom_backtrace_cleaner
: use a different ActiveSupport::BacktraceCleaner. Defaults toRails.backtrace_cleaner
.Prosopite.custom_logger = my_custom_logger
:Prosopite.enabled = true
: Enables or disables the gem. Defaults totrue
.
Custom Logging Configuration
You can supply a custom logger with the Prosopite.custom_logger
setting.
This is useful for circumstances where you don't want your logs to be highlighted with red, or you want logs sent to a custom location.
One common scenario is that you may be generating json logs and sending them to Datadog, ELK stack, or similar, and don't want to have to remove the default red escaping data from messages sent to the Rails logger, or want to tag them differently with your own custom logger.
# Turns off logging with red highlights, but still sends them to the Rails logger
Prosopite.custom_logger = Rails.logger
# Use a completely custom logging instance
Prosopite.custom_logger = MyLoggerClass.new
Development Environment Usage
Prosopite auto-detection can be enabled on all controllers:
class ApplicationController < ActionController::Base
unless Rails.env.production?
around_action :n_plus_one_detection
def n_plus_one_detection
Prosopite.scan
yield
ensure
Prosopite.finish
end
end
end
And the preferred notification channel should be configured:
# config/environments/development.rb
config.after_initialize do
Prosopite.rails_logger = true
end
Test Environment Usage
Tests with N+1 queries can be configured to fail with:
# config/environments/test.rb
config.after_initialize do
Prosopite.rails_logger = true
Prosopite.raise = true
end
And each test can be scanned with:
# spec/spec_helper.rb
config.before(:each) do
Prosopite.scan
end
config.after(:each) do
Prosopite.finish
end
WARNING: scan/finish should run before/after each test and NOT before/after the whole suite.
Middleware
Rack
Instead of using an around_action
hook in a Rails Controller, you can also use the rack middleware instead
implementing auto detect for all controllers.
Add the following line into your config/initializers/prosopite.rb
file.
unless Rails.env.production?
require 'prosopite/middleware/rack'
Rails.configuration.middleware.use(Prosopite::Middleware::Rack)
end
Sidekiq
We also provide a middleware for sidekiq 6.5.0+
so that you can auto detect n+1 queries that may occur in a sidekiq job.
You just need to add the following to your sidekiq initializer.
Sidekiq.configure_server do |config|
unless Rails.env.production?
config.server_middleware do |chain|
require 'prosopite/middleware/sidekiq'
chain.add(Prosopite::Middleware::Sidekiq)
end
end
end
For applications running sidekiq < 6.5.0
but want to add the snippet, you can guard the snippet with something like this and remove it once you upgrade sidekiq:
if Sidekiq::VERSION >= '6.5.0' && (Rails.env.development? || Rails.env.test?)
.....
end
Allow list
Ignore notifications for call stacks containing one or more substrings / regex:
Prosopite.allow_stack_paths = ['substring_in_call_stack', /regex/]
Ignore notifications matching a specific SQL query:
Prosopite.ignore_queries = [/regex_match/, "SELECT * from EXACT_STRING_MATCH"]
Scanning code outside controllers or tests
All you have to do is to wrap the code with:
Prosopite.scan
<code to scan>
Prosopite.finish
In block form the Prosopite.finish
is called automatically for you at the end of the block:
Prosopite.scan do
<code to scan>
end
The result of the code block is also returned by Prosopite.scan
, so you can wrap calls as follows:
my_object = Prosopite.scan do
MyObjectFactory.create(params)
end
Pausing and resuming scans
Scans can be paused:
Prosopite.scan
# <code to scan>
Prosopite.pause
# <code that has n+1s>
Prosopite.resume
# <code to scan>
Prosopite.finish
You can also pause items in a block, and the Prosopite.resume
will be done
for you automatically:
Prosopite.scan
# <code to scan>
result = Prosopite.pause do
# <code that has n+1s>
end
Prosopite.finish
Pauses can be ignored with Prosopite.ignore_pauses = true
in case you want to remember their N+1 queries.
An example of when you might use this is if you are testing Active Jobs inline, and don't want to run Prosopite on background job code, just foreground app code. In that case you could write an Active Job callback that pauses the scan while the job is running.
Contributing
Bug reports and pull requests are welcome on GitHub at https://github.com/charkost/prosopite.
License
Prosopite is licensed under the Apache License, Version 2.0. See LICENSE.txt for the full license text.