QueryRecorder

QueryRecorder is a tool for detecting the N+1 queries problem from tests.

Implemented in spec/support/query_recorder.rb via 9c623e3e

As a rule, merge requests should not increase query counts. If you find yourself adding something like .includes(:author, :assignee) to avoid having N+1 queries, consider using QueryRecorder to enforce this with a test. Without this, a new feature which causes an additional model to be accessed can silently reintroduce the problem.

How it works

This style of test works by counting the number of SQL queries executed by ActiveRecord. First a control count is taken, then you add new records to the database and rerun the count. If the number of queries has significantly increased then an N+1 queries problem exists.

it "avoids N+1 database queries" do
  control = ActiveRecord::QueryRecorder.new { visit_some_page }
  create_list(:issue, 5)
  expect { visit_some_page }.not_to exceed_query_limit(control)
end

You can if you wish, have both the expectation and the control as QueryRecorder instances:

it "avoids N+1 database queries" do
  control = ActiveRecord::QueryRecorder.new { visit_some_page }
  create_list(:issue, 5)
  action = ActiveRecord::QueryRecorder.new { visit_some_page }

  expect(action).not_to exceed_query_limit(control)
end

As an example you might create 5 issues in between counts, which would cause the query count to increase by 5 if an N+1 problem exists.

In some cases, the query count might change slightly between runs for unrelated reasons. In this case you might need to test exceed_query_limit(control_count + acceptable_change), but this should be avoided if possible.

If this test fails, and the control was passed as a QueryRecorder, then the failure message indicates where the extra queries are by matching queries on the longest common prefix, grouping similar queries together.

In some cases, N+1 specs have been written to include three requests: first one to warm the cache, second one to establish a control, third one to validate that there are no N+1 queries. Rather than make an extra request to warm the cache, prefer two requests (control and test) and configure your test to ignore cached queries in N+1 specs.

Cached queries

By default, QueryRecorder ignores cached queries in the count. However, it may be better to count all queries to avoid introducing an N+1 query that may be masked by the statement cache. To do this, this requires the :use_sql_query_cache flag to be set. You should pass the skip_cached variable to QueryRecorder and use the exceed_all_query_limit matcher:

it "avoids N+1 database queries", :use_sql_query_cache do
  control = ActiveRecord::QueryRecorder.new(skip_cached: false) { visit_some_page }
  create_list(:issue, 5)
  expect { visit_some_page }.not_to exceed_all_query_limit(control)
end

Use request specs instead of controller specs

Use a request spec when writing a N+1 test on the controller level.

Controller specs should not be used to write N+1 tests as the controller is only initialized once per example. This could lead to false successes where subsequent "requests" could have queries reduced (for example, because of memoization).

Finding the source of the query

There are multiple ways to find the source of queries.

• Inspect the QueryRecorder data attribute. It stores queries by file_name:line_number:method_name. Each entry is a hash with the following fields:

  • count: the number of times a query from this file_name:line_number:method_name was called
  • occurrences: the actual SQL of each call
  • backtrace: the stack trace of each call (if either of the two following options were enabled)

  QueryRecorder#find_query allows filtering queries by their file_name:line_number:method_name and count attributes. For example:

  control = ActiveRecord::QueryRecorder.new(skip_cached: false) { visit_some_page }
  control.find_query(/.*note.rb.*/, 0, first_only: true)

  QueryRecorder#occurrences_by_line_method returns a sorted array based on data, sorted by count.

• View the call backtrace for the specific QueryRecorder instance you want by using ActiveRecord::QueryRecorder.new(query_recorder_debug: true). The output is stored in file test.log.

• Enable the call backtrace for all tests using the QUERY_RECORDER_DEBUG environment variable.

  To enable this, run the specs with the QUERY_RECORDER_DEBUG environment variable set. For example:

  QUERY_RECORDER_DEBUG=1 bundle exec rspec spec/requests/api/projects_spec.rb

  This logs calls to QueryRecorder into the test.log file. For example:

   QueryRecorder SQL: SELECT COUNT(*) FROM "issues" WHERE "issues"."deleted_at" IS NULL AND "issues"."project_id" = $1 AND ("issues"."state" IN ('opened')) AND "issues"."confidential" = $2
      --> /home/user/gitlab/gdk/gitlab/spec/support/query_recorder.rb:19:in `callback'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications/fanout.rb:127:in `finish'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications/fanout.rb:46:in `block in finish'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications/fanout.rb:46:in `each'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications/fanout.rb:46:in `finish'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications/instrumenter.rb:36:in `finish'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications/instrumenter.rb:25:in `instrument'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/abstract_adapter.rb:478:in `log'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/postgresql_adapter.rb:601:in `exec_cache'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/postgresql_adapter.rb:585:in `execute_and_clear'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/postgresql/database_statements.rb:160:in `exec_query'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/abstract/database_statements.rb:356:in `select'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/abstract/database_statements.rb:32:in `select_all'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/abstract/query_cache.rb:68:in `block in select_all'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/abstract/query_cache.rb:83:in `cache_sql'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/connection_adapters/abstract/query_cache.rb:68:in `select_all'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/relation/calculations.rb:270:in `execute_simple_calculation'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/relation/calculations.rb:227:in `perform_calculation'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/relation/calculations.rb:133:in `calculate'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activerecord-4.2.8/lib/active_record/relation/calculations.rb:48:in `count'
      --> /home/user/gitlab/gdk/gitlab/app/services/base_count_service.rb:20:in `uncached_count'
      --> /home/user/gitlab/gdk/gitlab/app/services/base_count_service.rb:12:in `block in count'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/cache.rb:299:in `block in fetch'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/cache.rb:585:in `block in save_block_result_to_cache'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/cache.rb:547:in `block in instrument'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/notifications.rb:166:in `instrument'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/cache.rb:547:in `instrument'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/cache.rb:584:in `save_block_result_to_cache'
      --> /home/user/.rbenv/versions/2.3.5/lib/ruby/gems/2.3.0/gems/activesupport-4.2.8/lib/active_support/cache.rb:299:in `fetch'
      --> /home/user/gitlab/gdk/gitlab/app/services/base_count_service.rb:12:in `count'
      --> /home/user/gitlab/gdk/gitlab/app/models/project.rb:1296:in `open_issues_count'

See also

• Bullet For finding N+1 query problems
• Performance guidelines
• Merge request performance guidelines - Query counts
• Merge request performance guidelines - Cached queries
• RedisCommands::Recorder For testing N+1 calls in Redis