Quarantine automatically detects flaky tests (i.e. those which fail non-deterministically) and disables them until they're proven reliable.
Quarantine current supports the following testing frameworks. If you need an additional one, please file an issue or open a pull request.
Quarantine should provide the necessary hooks for compatibility with any CI solution. If it's insufficient for yours, please file an issue or open a pull request.
Quarantine works in tandem with RSpec::Retry. Add this to your Gemfile
and run bundle install
:
group :test do
gem 'quarantine'
gem 'rspec-retry'
end
In your spec_helper.rb
, set up Quarantine and RSpec::Retry. See RSpec::Retry's documentation for details of its configuration.
require 'quarantine'
require 'rspec/retry'
Quarantine::RSpecAdapter.bind
RSpec.configure do |config|
# Also accepts `:credentials` to override the standard AWS credential chain
config.quarantine_database = {type: :dynamodb, region: 'us-west-1'}
# Prevent the list of flaky tests from being polluted by local development and PRs
config.quarantine_record_tests = ENV["CI"] && ENV["BRANCH"] == "master"
config.around(:each) do |example|
example.run_with_retry(retry: 3)
end
end
Quarantine comes with a CLI tool for setting up the necessary table in DynamoDB, if you use that database.
bundle exec quarantine_dynamodb -h # See all options
bundle exec quarantine_dynamodb \ # Create the "test_statuses" table in us-west-1 in AWS DynamoDB
--region us-west-1
A flaky test fails on the first run, but passes after being retried via RSpec::Retry.
require "spec_helper"
describe Quarantine do
it "fails on the first run" do
raise "error" if RSpec.current_example.attempts == 0
# otherwise, pass
end
end
$ CI=1 BRANCH=master bundle exec rspec <filename>
[quarantine] Quarantined tests:
./bar_spec.rb[1:1] Quarantine fails on the first run
When the build completes, all test statuses are written to the database. Flaky tests are marked quarantined
, and will be executed in future builds, but any failures will be ignored.
A test can be removed from quarantine by updating the database manually (outside this gem), or by configuring quarantine_release_at_consecutive_passes
to remove it after it passes on a certain number of builds in a row.
In spec_helper.rb
, you can set configuration variables by doing:
RSpec.configure do |config|
config.VAR_NAME = VALUE
end
quarantine_database
: Database configuration (see below), default:{ type: :dynamodb, region: 'us-west-1' }
test_statusus_table
: Table name for test statuses, default:"test_statuses"
skip_quarantined_tests
: Skipping quarantined tests during test runs default:true
quarantine_record_tests
: Recording test statuses, default:true
quarantine_logging
: Outputting quarantined gem info, default:true
quarantine_extra_attributes
: Storing custom per-example attributes in the table, default:nil
quarantine_failsafe_limit
: A failsafe limit of quarantined tests in a single run, default:10
quarantine_release_at_consecutive_passes
: Releasing a test from quarantine after it records enough consecutive passes (nil
to disable this feature), default:nil
Quarantine comes with built-in support for the following database types:
:dynamodb
:google_sheets
To use :dynamodb
, be sure to add gem 'aws-sdk-dynamodb', '~> 1', group: :test
to your Gemfile
.
To use :google_sheets
, be sure to add gem 'google_drive', '~> 3', group: :test
to your Gemfile
. Here's an example:
config.quarantine_database = {
type: :google_sheets,
authorization: {type: :service_account_key, file: "service_account.json"}, # also accepts `type: :config`
spreadsheet: {
type: :by_key, # also accepts `type: :by_title` and `type: :by_url`
key: "1Jb5fC6wSuIMnP85tUR5knuZ4f5fuu4nMzQF6-0l-EXAMPLE"}, # also accepts `type: :by_title` and `type: :by_url`
}
The spreadsheet first line (1) should contains: id, full_description, updated_at, last_status, location, extra_attributes, consecutive_passes. Something like:
A | B | C | D | E | F | G |
---|---|---|---|---|---|---|
id | full_description | updated_at | last_status | location | extra_attributes | consecutive_passes |
To use a custom database that's not provided, subclass Quarantine::Databases::Base
and pass an instance of your class as the quarantine_database
setting:
class MyDatabase < Quarantine::Databases::Base
...
end
RSpec.configure do |config|
config.quarantine_database = MyDatabase.new(...)
end
Use quarantine_extra_attributes
to store custom data with each test in the database, e.g. variables useful for your CI setup.
config.quarantine_extra_attributes = Proc.new do |example|
{
build_url: ENV['BUILDKITE_BUILD_URL'],
job_id: ENV['BUILDKITE_JOB_ID'],
}
end
Quarantine may be configured to only run in certain environments. Check your spec_helper.rb
, and make sure you have all necessary environment variables set, e.g.:
CI=1 BRANCH=master bundle exec rspec
The AWS client attempts to loads credentials from the following locations, in order:
- The optional
credentials
field inRSpec.configuration.quarantine_database
ENV['AWS_ACCESS_KEY_ID']
andENV['AWS_SECRET_ACCESS_KEY']
Aws.config[:credentials]
- The shared credentials ini file at
~/.aws/credentials
More detailed information can be found in the AWS SDK documentation
Example#clear_exception
is an attribute added through RSpec::Retry. Make sure it has been installed and configured.