Merge branch 'rc/32308-rspec-retry-hack' into 'master'

Detect and keep track of flaky specs See merge request !13021

Merge branch 'rc/32308-rspec-retry-hack' into 'master'
Detect and keep track of flaky specs See merge request !13021
2a4304ae · Sean McGivern · 69eb4be7 · 40bbc9d9 · 2a4304ae · 2a4304ae
Commit 2a4304ae authored Aug 11, 2017 by Sean McGivern
13 changed files
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -27,6 +27,7 @@ variables:
  GET_SOURCES_ATTEMPTS: "3"
  KNAPSACK_RSPEC_SUITE_REPORT_PATH: knapsack/${CI_PROJECT_NAME}/rspec_report-master.json
  KNAPSACK_SPINACH_SUITE_REPORT_PATH: knapsack/${CI_PROJECT_NAME}/spinach_report-master.json
+  FLAKY_RSPEC_SUITE_REPORT_PATH: rspec_flaky/${CI_PROJECT_NAME}/report-master.json
 before_script:
  - bundle --version
@@ -45,16 +46,17 @@ stages:
  tags:
    - gitlab-org
-.knapsack-state: &knapsack-state
+.tests-metadata-state: &tests-metadata-state
  services: []
  variables:
    SETUP_DB: "false"
    USE_BUNDLE_INSTALL: "false"
-    KNAPSACK_S3_BUCKET: "gitlab-ce-cache"
+    TESTS_METADATA_S3_BUCKET: "gitlab-ce-cache"
  artifacts:
    expire_in: 31d
    paths:
      - knapsack/
+      - rspec_flaky/
 .use-pg: &use-pg
  services:
@@ -86,7 +88,7 @@ stages:
  except:
    - /(^docs[\/-].*|.*-docs$)/
-.rspec-knapsack: &rspec-knapsack
+.rspec-metadata: &rspec-metadata
  <<: *dedicated-runner
  <<: *pull-cache
  stage: test
@@ -96,8 +98,13 @@ stages:
    - export CI_NODE_TOTAL=${JOB_NAME[-1]}
    - export KNAPSACK_REPORT_PATH=knapsack/${CI_PROJECT_NAME}/${JOB_NAME[0]}_node_${CI_NODE_INDEX}_${CI_NODE_TOTAL}_report.json
    - export KNAPSACK_GENERATE_REPORT=true
+    - export ALL_FLAKY_RSPEC_REPORT_PATH=rspec_flaky/${CI_PROJECT_NAME}/all_node_${CI_NODE_INDEX}_${CI_NODE_TOTAL}_report.json
+    - export NEW_FLAKY_RSPEC_REPORT_PATH=rspec_flaky/${CI_PROJECT_NAME}/new_node_${CI_NODE_INDEX}_${CI_NODE_TOTAL}_report.json
+    - export FLAKY_RSPEC_GENERATE_REPORT=true
    - export CACHE_CLASSES=true
    - cp ${KNAPSACK_RSPEC_SUITE_REPORT_PATH} ${KNAPSACK_REPORT_PATH}
+    - cp ${FLAKY_RSPEC_SUITE_REPORT_PATH} ${ALL_FLAKY_RSPEC_REPORT_PATH}
+    - '[[ -f $NEW_FLAKY_RSPEC_REPORT_PATH ]] || echo "{}" > ${NEW_FLAKY_RSPEC_REPORT_PATH}'
    - scripts/gitaly-test-spawn
    - knapsack rspec "--color --format documentation"
  artifacts:
@@ -106,20 +113,21 @@ stages:
    paths:
      - coverage/
      - knapsack/
+      - rspec_flaky/
      - tmp/capybara/
-.rspec-knapsack-pg: &rspec-knapsack-pg
+.rspec-metadata-pg: &rspec-metadata-pg
-  <<: *rspec-knapsack
+  <<: *rspec-metadata
  <<: *use-pg
  <<: *except-docs
-.rspec-knapsack-mysql: &rspec-knapsack-mysql
+.rspec-metadata-mysql: &rspec-metadata-mysql
-  <<: *rspec-knapsack
+  <<: *rspec-metadata
  <<: *use-mysql
  <<: *only-if-want-mysql
  <<: *except-docs
-.spinach-knapsack: &spinach-knapsack
+.spinach-metadata: &spinach-metadata
  <<: *dedicated-runner
  <<: *pull-cache
  stage: test
@@ -140,13 +148,13 @@ stages:
      - knapsack/
      - tmp/capybara/
-.spinach-knapsack-pg: &spinach-knapsack-pg
+.spinach-metadata-pg: &spinach-metadata-pg
-  <<: *spinach-knapsack
+  <<: *spinach-metadata
  <<: *use-pg
  <<: *except-docs
-.spinach-knapsack-mysql: &spinach-knapsack-mysql
+.spinach-metadata-mysql: &spinach-metadata-mysql
-  <<: *spinach-knapsack
+  <<: *spinach-metadata
  <<: *use-mysql
  <<: *only-if-want-mysql
  <<: *except-docs
@@ -176,40 +184,70 @@ build-package:
    - //@gitlab-org/gitlab-ce
    - //@gitlab-org/gitlab-ee
-# Prepare and merge knapsack tests
+# Retrieve knapsack and rspec_flaky reports
-knapsack:
+retrieve-tests-metadata:
-  <<: *knapsack-state
+  <<: *tests-metadata-state
  <<: *dedicated-runner
  <<: *except-docs
  stage: prepare
  cache:
-    key: knapsack
+    key: tests_metadata
-    paths:
-      - knapsack/
    policy: pull
  script:
    - mkdir -p knapsack/${CI_PROJECT_NAME}/
-    - wget -O $KNAPSACK_RSPEC_SUITE_REPORT_PATH http://${KNAPSACK_S3_BUCKET}.s3.amazonaws.com/$KNAPSACK_RSPEC_SUITE_REPORT_PATH || rm $KNAPSACK_RSPEC_SUITE_REPORT_PATH
+    - wget -O $KNAPSACK_RSPEC_SUITE_REPORT_PATH http://${TESTS_METADATA_S3_BUCKET}.s3.amazonaws.com/$KNAPSACK_RSPEC_SUITE_REPORT_PATH || rm $KNAPSACK_RSPEC_SUITE_REPORT_PATH
-    - wget -O $KNAPSACK_SPINACH_SUITE_REPORT_PATH http://${KNAPSACK_S3_BUCKET}.s3.amazonaws.com/$KNAPSACK_SPINACH_SUITE_REPORT_PATH || rm $KNAPSACK_SPINACH_SUITE_REPORT_PATH
+    - wget -O $KNAPSACK_SPINACH_SUITE_REPORT_PATH http://${TESTS_METADATA_S3_BUCKET}.s3.amazonaws.com/$KNAPSACK_SPINACH_SUITE_REPORT_PATH || rm $KNAPSACK_SPINACH_SUITE_REPORT_PATH
    - '[[ -f $KNAPSACK_RSPEC_SUITE_REPORT_PATH ]] || echo "{}" > ${KNAPSACK_RSPEC_SUITE_REPORT_PATH}'
    - '[[ -f $KNAPSACK_SPINACH_SUITE_REPORT_PATH ]] || echo "{}" > ${KNAPSACK_SPINACH_SUITE_REPORT_PATH}'
+    - mkdir -p rspec_flaky/${CI_PROJECT_NAME}/
+    - wget -O $FLAKY_RSPEC_SUITE_REPORT_PATH http://${TESTS_METADATA_S3_BUCKET}.s3.amazonaws.com/$FLAKY_RSPEC_SUITE_REPORT_PATH || rm $FLAKY_RSPEC_SUITE_REPORT_PATH
+    - '[[ -f $FLAKY_RSPEC_SUITE_REPORT_PATH ]] || echo "{}" > ${FLAKY_RSPEC_SUITE_REPORT_PATH}'
-update-knapsack:
+update-tests-metadata:
-  <<: *knapsack-state
+  <<: *tests-metadata-state
  <<: *dedicated-runner
  <<: *only-canonical-masters
  stage: post-test
  cache:
-    key: knapsack
+    key: tests_metadata
    paths:
      - knapsack/
+      - rspec_flaky/
    policy: push
  script:
    - retry gem install fog-aws mime-types
    - scripts/merge-reports ${KNAPSACK_RSPEC_SUITE_REPORT_PATH} knapsack/${CI_PROJECT_NAME}/rspec-pg_node_*.json
    - scripts/merge-reports ${KNAPSACK_SPINACH_SUITE_REPORT_PATH} knapsack/${CI_PROJECT_NAME}/spinach-pg_node_*.json
-    - '[[ -z ${KNAPSACK_S3_BUCKET} ]] || scripts/sync-reports put $KNAPSACK_S3_BUCKET $KNAPSACK_RSPEC_SUITE_REPORT_PATH $KNAPSACK_SPINACH_SUITE_REPORT_PATH'
+    - scripts/merge-reports ${FLAKY_RSPEC_SUITE_REPORT_PATH} rspec_flaky/${CI_PROJECT_NAME}/all_node_*.json
+    - '[[ -z ${TESTS_METADATA_S3_BUCKET} ]] || scripts/sync-reports put $TESTS_METADATA_S3_BUCKET $KNAPSACK_RSPEC_SUITE_REPORT_PATH $KNAPSACK_SPINACH_SUITE_REPORT_PATH'
+    - '[[ -z ${TESTS_METADATA_S3_BUCKET} ]] || scripts/sync-reports put $TESTS_METADATA_S3_BUCKET $FLAKY_RSPEC_SUITE_REPORT_PATH'
    - rm -f knapsack/${CI_PROJECT_NAME}/*_node_*.json
+    - rm -f rspec_flaky/${CI_PROJECT_NAME}/all_node_*.json
+flaky-examples-check:
+  <<: *dedicated-runner
+  image: ruby:2.3-alpine
+  services: []
+  before_script: []
+  cache: {}
+  variables:
+    SETUP_DB: "false"
+    USE_BUNDLE_INSTALL: "false"
+    NEW_FLAKY_SPECS_REPORT: rspec_flaky/${CI_PROJECT_NAME}/new_rspec_flaky_examples.json
+  stage: post-test
+  allow_failure: yes
+  only:
+    - branches
+  except:
+    - master
+  artifacts:
+    expire_in: 30d
+    paths:
+      - rspec_flaky/
+  script:
+    - '[[ -f $NEW_FLAKY_SPECS_REPORT ]] || echo "{}" > ${NEW_FLAKY_SPECS_REPORT}'
+    - scripts/merge-reports $NEW_FLAKY_SPECS_REPORT rspec_flaky/${CI_PROJECT_NAME}/new_node_*.json
+    - scripts/detect-new-flaky-examples $NEW_FLAKY_SPECS_REPORT
 setup-test-env:
  <<: *use-pg
@@ -232,69 +270,69 @@ setup-test-env:
      - public/assets
      - tmp/tests
-rspec-pg 0 25: *rspec-knapsack-pg
+rspec-pg 0 25: *rspec-metadata-pg
-rspec-pg 1 25: *rspec-knapsack-pg
+rspec-pg 1 25: *rspec-metadata-pg
-rspec-pg 2 25: *rspec-knapsack-pg
+rspec-pg 2 25: *rspec-metadata-pg
-rspec-pg 3 25: *rspec-knapsack-pg
+rspec-pg 3 25: *rspec-metadata-pg
-rspec-pg 4 25: *rspec-knapsack-pg
+rspec-pg 4 25: *rspec-metadata-pg
-rspec-pg 5 25: *rspec-knapsack-pg
+rspec-pg 5 25: *rspec-metadata-pg
-rspec-pg 6 25: *rspec-knapsack-pg
+rspec-pg 6 25: *rspec-metadata-pg
-rspec-pg 7 25: *rspec-knapsack-pg
+rspec-pg 7 25: *rspec-metadata-pg
-rspec-pg 8 25: *rspec-knapsack-pg
+rspec-pg 8 25: *rspec-metadata-pg
-rspec-pg 9 25: *rspec-knapsack-pg
+rspec-pg 9 25: *rspec-metadata-pg
-rspec-pg 10 25: *rspec-knapsack-pg
+rspec-pg 10 25: *rspec-metadata-pg
-rspec-pg 11 25: *rspec-knapsack-pg
+rspec-pg 11 25: *rspec-metadata-pg
-rspec-pg 12 25: *rspec-knapsack-pg
+rspec-pg 12 25: *rspec-metadata-pg
-rspec-pg 13 25: *rspec-knapsack-pg
+rspec-pg 13 25: *rspec-metadata-pg
-rspec-pg 14 25: *rspec-knapsack-pg
+rspec-pg 14 25: *rspec-metadata-pg
-rspec-pg 15 25: *rspec-knapsack-pg
+rspec-pg 15 25: *rspec-metadata-pg
-rspec-pg 16 25: *rspec-knapsack-pg
+rspec-pg 16 25: *rspec-metadata-pg
-rspec-pg 17 25: *rspec-knapsack-pg
+rspec-pg 17 25: *rspec-metadata-pg
-rspec-pg 18 25: *rspec-knapsack-pg
+rspec-pg 18 25: *rspec-metadata-pg
-rspec-pg 19 25: *rspec-knapsack-pg
+rspec-pg 19 25: *rspec-metadata-pg
-rspec-pg 20 25: *rspec-knapsack-pg
+rspec-pg 20 25: *rspec-metadata-pg
-rspec-pg 21 25: *rspec-knapsack-pg
+rspec-pg 21 25: *rspec-metadata-pg
-rspec-pg 22 25: *rspec-knapsack-pg
+rspec-pg 22 25: *rspec-metadata-pg
-rspec-pg 23 25: *rspec-knapsack-pg
+rspec-pg 23 25: *rspec-metadata-pg
-rspec-pg 24 25: *rspec-knapsack-pg
+rspec-pg 24 25: *rspec-metadata-pg
-rspec-mysql 0 25: *rspec-knapsack-mysql
+rspec-mysql 0 25: *rspec-metadata-mysql
-rspec-mysql 1 25: *rspec-knapsack-mysql
+rspec-mysql 1 25: *rspec-metadata-mysql
-rspec-mysql 2 25: *rspec-knapsack-mysql
+rspec-mysql 2 25: *rspec-metadata-mysql
-rspec-mysql 3 25: *rspec-knapsack-mysql
+rspec-mysql 3 25: *rspec-metadata-mysql
-rspec-mysql 4 25: *rspec-knapsack-mysql
+rspec-mysql 4 25: *rspec-metadata-mysql
-rspec-mysql 5 25: *rspec-knapsack-mysql
+rspec-mysql 5 25: *rspec-metadata-mysql
-rspec-mysql 6 25: *rspec-knapsack-mysql
+rspec-mysql 6 25: *rspec-metadata-mysql
-rspec-mysql 7 25: *rspec-knapsack-mysql
+rspec-mysql 7 25: *rspec-metadata-mysql
-rspec-mysql 8 25: *rspec-knapsack-mysql
+rspec-mysql 8 25: *rspec-metadata-mysql
-rspec-mysql 9 25: *rspec-knapsack-mysql
+rspec-mysql 9 25: *rspec-metadata-mysql
-rspec-mysql 10 25: *rspec-knapsack-mysql
+rspec-mysql 10 25: *rspec-metadata-mysql
-rspec-mysql 11 25: *rspec-knapsack-mysql
+rspec-mysql 11 25: *rspec-metadata-mysql
-rspec-mysql 12 25: *rspec-knapsack-mysql
+rspec-mysql 12 25: *rspec-metadata-mysql
-rspec-mysql 13 25: *rspec-knapsack-mysql
+rspec-mysql 13 25: *rspec-metadata-mysql
-rspec-mysql 14 25: *rspec-knapsack-mysql
+rspec-mysql 14 25: *rspec-metadata-mysql
-rspec-mysql 15 25: *rspec-knapsack-mysql
+rspec-mysql 15 25: *rspec-metadata-mysql
-rspec-mysql 16 25: *rspec-knapsack-mysql
+rspec-mysql 16 25: *rspec-metadata-mysql
-rspec-mysql 17 25: *rspec-knapsack-mysql
+rspec-mysql 17 25: *rspec-metadata-mysql
-rspec-mysql 18 25: *rspec-knapsack-mysql
+rspec-mysql 18 25: *rspec-metadata-mysql
-rspec-mysql 19 25: *rspec-knapsack-mysql
+rspec-mysql 19 25: *rspec-metadata-mysql
-rspec-mysql 20 25: *rspec-knapsack-mysql
+rspec-mysql 20 25: *rspec-metadata-mysql
-rspec-mysql 21 25: *rspec-knapsack-mysql
+rspec-mysql 21 25: *rspec-metadata-mysql
-rspec-mysql 22 25: *rspec-knapsack-mysql
+rspec-mysql 22 25: *rspec-metadata-mysql
-rspec-mysql 23 25: *rspec-knapsack-mysql
+rspec-mysql 23 25: *rspec-metadata-mysql
-rspec-mysql 24 25: *rspec-knapsack-mysql
+rspec-mysql 24 25: *rspec-metadata-mysql
-spinach-pg 0 5: *spinach-knapsack-pg
+spinach-pg 0 5: *spinach-metadata-pg
-spinach-pg 1 5: *spinach-knapsack-pg
+spinach-pg 1 5: *spinach-metadata-pg
-spinach-pg 2 5: *spinach-knapsack-pg
+spinach-pg 2 5: *spinach-metadata-pg
-spinach-pg 3 5: *spinach-knapsack-pg
+spinach-pg 3 5: *spinach-metadata-pg
-spinach-pg 4 5: *spinach-knapsack-pg
+spinach-pg 4 5: *spinach-metadata-pg
-spinach-mysql 0 5: *spinach-knapsack-mysql
+spinach-mysql 0 5: *spinach-metadata-mysql
-spinach-mysql 1 5: *spinach-knapsack-mysql
+spinach-mysql 1 5: *spinach-metadata-mysql
-spinach-mysql 2 5: *spinach-knapsack-mysql
+spinach-mysql 2 5: *spinach-metadata-mysql
-spinach-mysql 3 5: *spinach-knapsack-mysql
+spinach-mysql 3 5: *spinach-metadata-mysql
-spinach-mysql 4 5: *spinach-knapsack-mysql
+spinach-mysql 4 5: *spinach-metadata-mysql
 # Static analysis jobs
 .ruby-static-analysis: &ruby-static-analysis

--- a/.rubocop.yml
+++ b/.rubocop.yml
@@ -1045,7 +1045,7 @@ RSpec/BeforeAfterAll:
 RSpec/DescribeClass:
  Enabled: false
-# Use `described_class` for tested class / module.
+# Checks that the second argument to `describe` specifies a method.
 RSpec/DescribeMethod:
  Enabled: false
@@ -1053,8 +1053,7 @@ RSpec/DescribeMethod:
 RSpec/DescribeSymbol:
  Enabled: true
-# Checks that the second argument to top level describe is the tested method
+# Checks that tests use `described_class`.
-# name.
 RSpec/DescribedClass:
  Enabled: true

--- a/doc/development/testing.md
+++ b/doc/development/testing.md
@@ -157,8 +157,9 @@ trade-off:
 - Unit tests are usually cheap, and you should consider them like the basement
  of your house: you need them to be confident that your code is behaving
-  correctly. However if you run only unit tests without integration / system tests, you might [miss] the [big] [picture]!
+  correctly. However if you run only unit tests without integration / system
- Integration tests are a bit more expensive, but don't abuse them. A feature test
+  tests, you might [miss] the [big] [picture]!
+- Integration tests are a bit more expensive, but don't abuse them. A system test
  is often better than an integration test that is stubbing a lot of internals.
 - System tests are expensive (compared to unit tests), even more if they require
  a JavaScript driver. Make sure to follow the guidelines in the [Speed](#test-speed)
@@ -195,11 +196,27 @@ Please consult the [dedicated "Frontend testing" guide](./fe_guide/testing.md).
 - Try to match the ordering of tests to the ordering within the class.
 - Try to follow the [Four-Phase Test][four-phase-test] pattern, using newlines
  to separate phases.
- Try to use `Gitlab.config.gitlab.host` rather than hard coding `'localhost'`
+- Use `Gitlab.config.gitlab.host` rather than hard coding `'localhost'`
+- Don't assert against the absolute value of a sequence-generated attribute (see
+  [Gotchas](gotchas.md#dont-assert-against-the-absolute-value-of-a-sequence-generated-attribute)).
+- Don't supply the `:each` argument to hooks since it's the default.
 - On `before` and `after` hooks, prefer it scoped to `:context` over `:all`
 [four-phase-test]: https://robots.thoughtbot.com/four-phase-test
+### Automatic retries and flaky tests detection
+On our CI, we use [rspec-retry] to automatically retry a failing example a few
+times (see [`spec/spec_helper.rb`] for the precise retries count).
+We also use a home-made `RspecFlaky::Listener` listener which records flaky
+examples in a JSON report file on `master` (`retrieve-tests-metadata` and `update-tests-metadata` jobs), and warns when a new flaky example
+is detected in any other branch (`flaky-examples-check` job). In the future, the
+`flaky-examples-check` job will not be allowed to fail.
+[rspec-retry]: https://github.com/NoRedInk/rspec-retry
+[`spec/spec_helper.rb`]: https://gitlab.com/gitlab-org/gitlab-ce/blob/master/spec/spec_helper.rb
 ### `let` variables
 GitLab's RSpec suite has made extensive use of `let` variables to reduce

--- a/lib/rspec_flaky/example.rb
+++ b/lib/rspec_flaky/example.rb
+module RspecFlaky
+  # This is a wrapper class for RSpec::Core::Example
+  class Example
+    delegate :status, :exception, to: :execution_result
+    def initialize(rspec_example)
+      @rspec_example = rspec_example.try(:example) || rspec_example
+    end
+    def uid
+      @uid ||= Digest::MD5.hexdigest("#{description}-#{file}")
+    end
+    def example_id
+      rspec_example.id
+    end
+    def file
+      metadata[:file_path]
+    end
+    def line
+      metadata[:line_number]
+    end
+    def description
+      metadata[:full_description]
+    end
+    def attempts
+      rspec_example.try(:attempts) || 1
+    end
+    private
+    attr_reader :rspec_example
+    def metadata
+      rspec_example.metadata
+    end
+    def execution_result
+      rspec_example.execution_result
+    end
+  end
+end
--- a/lib/rspec_flaky/flaky_example.rb
+++ b/lib/rspec_flaky/flaky_example.rb
+module RspecFlaky
+  # This represents a flaky RSpec example and is mainly meant to be saved in a JSON file
+  class FlakyExample < OpenStruct
+    def initialize(example)
+      if example.respond_to?(:example_id)
+        super(
+          example_id: example.example_id,
+          file: example.file,
+          line: example.line,
+          description: example.description,
+          last_attempts_count: example.attempts,
+          flaky_reports: 1)
+      else
+        super
+      end
+    end
+    def first_flaky_at
+      self[:first_flaky_at] || Time.now
+    end
+    def last_flaky_at
+      Time.now
+    end
+    def last_flaky_job
+      return unless ENV['CI_PROJECT_URL'] && ENV['CI_JOB_ID']
+      "#{ENV['CI_PROJECT_URL']}/-/jobs/#{ENV['CI_JOB_ID']}"
+    end
+    def to_h
+      super.merge(
+        first_flaky_at: first_flaky_at,
+        last_flaky_at: last_flaky_at,
+        last_flaky_job: last_flaky_job)
+    end
+  end
+end
--- a/lib/rspec_flaky/listener.rb
+++ b/lib/rspec_flaky/listener.rb
+require 'json'
+module RspecFlaky
+  class Listener
+    attr_reader :all_flaky_examples, :new_flaky_examples
+    def initialize
+      @new_flaky_examples = {}
+      @all_flaky_examples = init_all_flaky_examples
+    end
+    def example_passed(notification)
+      current_example = RspecFlaky::Example.new(notification.example)
+      return unless current_example.attempts > 1
+      flaky_example_hash = all_flaky_examples[current_example.uid]
+      all_flaky_examples[current_example.uid] =
+        if flaky_example_hash
+          FlakyExample.new(flaky_example_hash).tap do |ex|
+            ex.last_attempts_count = current_example.attempts
+            ex.flaky_reports += 1
+          end
+        else
+          FlakyExample.new(current_example).tap do |ex|
+            new_flaky_examples[current_example.uid] = ex
+          end
+        end
+    end
+    def dump_summary(_)
+      write_report_file(all_flaky_examples, all_flaky_examples_report_path)
+      if new_flaky_examples.any?
+        Rails.logger.warn "\nNew flaky examples detected:\n"
+        Rails.logger.warn JSON.pretty_generate(to_report(new_flaky_examples))
+        write_report_file(new_flaky_examples, new_flaky_examples_report_path)
+      end
+    end
+    def to_report(examples)
+      Hash[examples.map { |k, ex| [k, ex.to_h] }]
+    end
+    private
+    def init_all_flaky_examples
+      return {} unless File.exist?(all_flaky_examples_report_path)
+      all_flaky_examples = JSON.parse(File.read(all_flaky_examples_report_path))
+      Hash[(all_flaky_examples || {}).map { |k, ex| [k, FlakyExample.new(ex)] }]
+    end
+    def write_report_file(examples, file_path)
+      return unless ENV['FLAKY_RSPEC_GENERATE_REPORT'] == 'true'
+      report_path_dir = File.dirname(file_path)
+      FileUtils.mkdir_p(report_path_dir) unless Dir.exist?(report_path_dir)
+      File.write(file_path, JSON.pretty_generate(to_report(examples)))
+    end
+    def all_flaky_examples_report_path
+      @all_flaky_examples_report_path ||= ENV['ALL_FLAKY_RSPEC_REPORT_PATH'] ||
+        Rails.root.join("rspec_flaky/all-report.json")
+    end
+    def new_flaky_examples_report_path
+      @new_flaky_examples_report_path ||= ENV['NEW_FLAKY_RSPEC_REPORT_PATH'] ||
+        Rails.root.join("rspec_flaky/new-report.json")
+    end
+  end
+end
--- a/scripts/detect-new-flaky-examples
+++ b/scripts/detect-new-flaky-examples
+#!/usr/bin/env ruby
+require 'json'
+report_file = ARGV.shift
+unless report_file
+  puts 'usage: detect-new-flaky-examples <report-file>'
+  exit 1
+end
+puts "Loading #{report_file}..."
+report = JSON.parse(File.read(report_file))
+if report.any?
+  puts "New flaky examples were detected!\n"
+  puts JSON.pretty_generate(report)
+  exit 1
+else
+  puts "No new flaky examples detected.\n"
+  exit 0
+end
--- a/scripts/merge-reports
+++ b/scripts/merge-reports
@@ -4,7 +4,7 @@ require 'json'
 main_report_file = ARGV.shift
 unless main_report_file
-  puts 'usage: merge_reports <main-report> [extra reports...]'
+  puts 'usage: merge-reports <main-report> [extra reports...]'
  exit 1
 end

--- a/spec/lib/gitlab/health_checks/fs_shards_check_spec.rb
+++ b/spec/lib/gitlab/health_checks/fs_shards_check_spec.rb
@@ -106,12 +106,6 @@ describe Gitlab::HealthChecks::FsShardsCheck do
          }.with_indifferent_access
        end
-        # Unsolved intermittent failure in CI https://gitlab.com/gitlab-org/gitlab-ce/issues/31128
-        around do |example| # rubocop:disable RSpec/AroundBlock
-          times_to_try = ENV['CI'] ? 4 : 1
-          example.run_with_retry retry: times_to_try
-        end
        it 'provides metrics' do
          metrics = described_class.metrics

--- a/spec/lib/rspec_flaky/example_spec.rb
+++ b/spec/lib/rspec_flaky/example_spec.rb
+require 'spec_helper'
+describe RspecFlaky::Example do
+  let(:example_attrs) do
+    {
+      id: 'spec/foo/bar_spec.rb:2',
+      metadata: {
+        file_path: 'spec/foo/bar_spec.rb',
+        line_number: 2,
+        full_description: 'hello world'
+      },
+      execution_result: double(status: 'passed', exception: 'BOOM!'),
+      attempts: 1
+    }
+  end
+  let(:rspec_example) { double(example_attrs) }
+  describe '#initialize' do
+    shared_examples 'a valid Example instance' do
+      it 'returns valid attributes' do
+        example = described_class.new(args)
+        expect(example.example_id).to eq(example_attrs[:id])
+      end
+    end
+    context 'when given an Rspec::Core::Example that responds to #example' do
+      let(:args) { double(example: rspec_example) }
+      it_behaves_like 'a valid Example instance'
+    end
+    context 'when given an Rspec::Core::Example that does not respond to #example' do
+      let(:args) { rspec_example }
+      it_behaves_like 'a valid Example instance'
+    end
+  end
+  subject { described_class.new(rspec_example) }
+  describe '#uid' do
+    it 'returns a hash of the full description' do
+      expect(subject.uid).to eq(Digest::MD5.hexdigest("#{subject.description}-#{subject.file}"))
+    end
+  end
+  describe '#example_id' do
+    it 'returns the ID of the RSpec::Core::Example' do
+      expect(subject.example_id).to eq(rspec_example.id)
+    end
+  end
+  describe '#attempts' do
+    it 'returns the attempts of the RSpec::Core::Example' do
+      expect(subject.attempts).to eq(rspec_example.attempts)
+    end
+  end
+  describe '#file' do
+    it 'returns the metadata[:file_path] of the RSpec::Core::Example' do
+      expect(subject.file).to eq(rspec_example.metadata[:file_path])
+    end
+  end
+  describe '#line' do
+    it 'returns the metadata[:line_number] of the RSpec::Core::Example' do
+      expect(subject.line).to eq(rspec_example.metadata[:line_number])
+    end
+  end
+  describe '#description' do
+    it 'returns the metadata[:full_description] of the RSpec::Core::Example' do
+      expect(subject.description).to eq(rspec_example.metadata[:full_description])
+    end
+  end
+  describe '#status' do
+    it 'returns the execution_result.status of the RSpec::Core::Example' do
+      expect(subject.status).to eq(rspec_example.execution_result.status)
+    end
+  end
+  describe '#exception' do
+    it 'returns the execution_result.exception of the RSpec::Core::Example' do
+      expect(subject.exception).to eq(rspec_example.execution_result.exception)
+    end
+  end
+end
--- a/spec/lib/rspec_flaky/flaky_example_spec.rb
+++ b/spec/lib/rspec_flaky/flaky_example_spec.rb
+require 'spec_helper'
+describe RspecFlaky::FlakyExample do
+  let(:flaky_example_attrs) do
+    {
+      example_id: 'spec/foo/bar_spec.rb:2',
+      file: 'spec/foo/bar_spec.rb',
+      line: 2,
+      description: 'hello world',
+      first_flaky_at: 1234,
+      last_flaky_at: 2345,
+      last_attempts_count: 2,
+      flaky_reports: 1
+    }
+  end
+  let(:example_attrs) do
+    {
+      uid: 'abc123',
+      example_id: flaky_example_attrs[:example_id],
+      file: flaky_example_attrs[:file],
+      line: flaky_example_attrs[:line],
+      description: flaky_example_attrs[:description],
+      status: 'passed',
+      exception: 'BOOM!',
+      attempts: flaky_example_attrs[:last_attempts_count]
+    }
+  end
+  let(:example) { double(example_attrs) }
+  describe '#initialize' do
+    shared_examples 'a valid FlakyExample instance' do
+      it 'returns valid attributes' do
+        flaky_example = described_class.new(args)
+        expect(flaky_example.uid).to eq(flaky_example_attrs[:uid])
+        expect(flaky_example.example_id).to eq(flaky_example_attrs[:example_id])
+      end
+    end
+    context 'when given an Rspec::Example' do
+      let(:args) { example }
+      it_behaves_like 'a valid FlakyExample instance'
+    end
+    context 'when given a hash' do
+      let(:args) { flaky_example_attrs }
+      it_behaves_like 'a valid FlakyExample instance'
+    end
+  end
+  describe '#to_h' do
+    before do
+      # Stub these env variables otherwise specs don't behave the same on the CI
+      stub_env('CI_PROJECT_URL', nil)
+      stub_env('CI_JOB_ID', nil)
+    end
+    shared_examples 'a valid FlakyExample hash' do
+      let(:additional_attrs) { {} }
+      it 'returns a valid hash' do
+        flaky_example = described_class.new(args)
+        final_hash = flaky_example_attrs
+          .merge(last_flaky_at: instance_of(Time), last_flaky_job: nil)
+          .merge(additional_attrs)
+        expect(flaky_example.to_h).to match(hash_including(final_hash))
+      end
+    end
+    context 'when given an Rspec::Example' do
+      let(:args) { example }
+      context 'when run locally' do
+        it_behaves_like 'a valid FlakyExample hash' do
+          let(:additional_attrs) do
+            { first_flaky_at: instance_of(Time) }
+          end
+        end
+      end
+      context 'when run on the CI' do
+        before do
+          stub_env('CI_PROJECT_URL', 'https://gitlab.com/gitlab-org/gitlab-ce')
+          stub_env('CI_JOB_ID', 42)
+        end
+        it_behaves_like 'a valid FlakyExample hash' do
+          let(:additional_attrs) do
+            { first_flaky_at: instance_of(Time), last_flaky_job: "https://gitlab.com/gitlab-org/gitlab-ce/-/jobs/42" }
+          end
+        end
+      end
+    end
+    context 'when given a hash' do
+      let(:args) { flaky_example_attrs }
+      it_behaves_like 'a valid FlakyExample hash'
+    end
+  end
+end
--- a/spec/lib/rspec_flaky/listener_spec.rb
+++ b/spec/lib/rspec_flaky/listener_spec.rb
+require 'spec_helper'
+describe RspecFlaky::Listener do
+  let(:flaky_example_report) do
+    {
+      'abc123' => {
+        example_id: 'spec/foo/bar_spec.rb:2',
+        file: 'spec/foo/bar_spec.rb',
+        line: 2,
+        description: 'hello world',
+        first_flaky_at: 1234,
+        last_flaky_at: instance_of(Time),
+        last_attempts_count: 2,
+        flaky_reports: 1,
+        last_flaky_job: nil
+      }
+    }
+  end
+  let(:example_attrs) do
+    {
+      id: 'spec/foo/baz_spec.rb:3',
+      metadata: {
+        file_path: 'spec/foo/baz_spec.rb',
+        line_number: 3,
+        full_description: 'hello GitLab'
+      },
+      execution_result: double(status: 'passed', exception: nil)
+    }
+  end
+  before do
+    # Stub these env variables otherwise specs don't behave the same on the CI
+    stub_env('CI_PROJECT_URL', nil)
+    stub_env('CI_JOB_ID', nil)
+  end
+  describe '#initialize' do
+    shared_examples 'a valid Listener instance' do
+      let(:expected_all_flaky_examples) { {} }
+      it 'returns a valid Listener instance' do
+        listener = described_class.new
+        expect(listener.to_report(listener.all_flaky_examples))
+          .to match(hash_including(expected_all_flaky_examples))
+        expect(listener.new_flaky_examples).to eq({})
+      end
+    end
+    context 'when no report file exists' do
+      it_behaves_like 'a valid Listener instance'
+    end
+    context 'when a report file exists and set by ALL_FLAKY_RSPEC_REPORT_PATH' do
+      let(:report_file) do
+        Tempfile.new(%w[rspec_flaky_report .json]).tap do |f|
+          f.write(JSON.pretty_generate(flaky_example_report))
+          f.rewind
+        end
+      end
+      before do
+        stub_env('ALL_FLAKY_RSPEC_REPORT_PATH', report_file.path)
+      end
+      after do
+        report_file.close
+        report_file.unlink
+      end
+      it_behaves_like 'a valid Listener instance' do
+        let(:expected_all_flaky_examples) { flaky_example_report }
+      end
+    end
+  end
+  describe '#example_passed' do
+    let(:rspec_example) { double(example_attrs) }
+    let(:notification) { double(example: rspec_example) }
+    shared_examples 'a non-flaky example' do
+      it 'does not change the flaky examples hash' do
+        expect { subject.example_passed(notification) }
+          .not_to change { subject.all_flaky_examples }
+      end
+    end
+    describe 'when the RSpec example does not respond to attempts' do
+      it_behaves_like 'a non-flaky example'
+    end
+    describe 'when the RSpec example has 1 attempt' do
+      let(:rspec_example) { double(example_attrs.merge(attempts: 1)) }
+      it_behaves_like 'a non-flaky example'
+    end
+    describe 'when the RSpec example has 2 attempts' do
+      let(:rspec_example) { double(example_attrs.merge(attempts: 2)) }
+      let(:expected_new_flaky_example) do
+        {
+          example_id: 'spec/foo/baz_spec.rb:3',
+          file: 'spec/foo/baz_spec.rb',
+          line: 3,
+          description: 'hello GitLab',
+          first_flaky_at: instance_of(Time),
+          last_flaky_at: instance_of(Time),
+          last_attempts_count: 2,
+          flaky_reports: 1,
+          last_flaky_job: nil
+        }
+      end
+      it 'does not change the flaky examples hash' do
+        expect { subject.example_passed(notification) }
+          .to change { subject.all_flaky_examples }
+        new_example = RspecFlaky::Example.new(rspec_example)
+        expect(subject.all_flaky_examples[new_example.uid].to_h)
+          .to match(hash_including(expected_new_flaky_example))
+      end
+    end
+  end
+  describe '#dump_summary' do
+    let(:rspec_example) { double(example_attrs) }
+    let(:notification) { double(example: rspec_example) }
+    context 'when a report file path is set by ALL_FLAKY_RSPEC_REPORT_PATH' do
+      let(:report_file_path) { Rails.root.join('tmp', 'rspec_flaky_report.json') }
+      before do
+        stub_env('ALL_FLAKY_RSPEC_REPORT_PATH', report_file_path)
+        FileUtils.rm(report_file_path) if File.exist?(report_file_path)
+      end
+      after do
+        FileUtils.rm(report_file_path) if File.exist?(report_file_path)
+      end
+      context 'when FLAKY_RSPEC_GENERATE_REPORT == "false"' do
+        before do
+          stub_env('FLAKY_RSPEC_GENERATE_REPORT', 'false')
+        end
+        it 'does not write the report file' do
+          subject.example_passed(notification)
+          subject.dump_summary(nil)
+          expect(File.exist?(report_file_path)).to be(false)
+        end
+      end
+      context 'when FLAKY_RSPEC_GENERATE_REPORT == "true"' do
+        before do
+          stub_env('FLAKY_RSPEC_GENERATE_REPORT', 'true')
+        end
+        it 'writes the report file' do
+          subject.example_passed(notification)
+          subject.dump_summary(nil)
+          expect(File.exist?(report_file_path)).to be(true)
+        end
+      end
+    end
+  end
+  describe '#to_report' do
+    it 'transforms the internal hash to a JSON-ready hash' do
+      expect(subject.to_report('abc123' => RspecFlaky::FlakyExample.new(flaky_example_report['abc123'])))
+        .to match(hash_including(flaky_example_report))
+    end
+  end
+end
--- a/spec/spec_helper.rb
+++ b/spec/spec_helper.rb
@@ -69,6 +69,12 @@ RSpec.configure do |config|
  config.raise_errors_for_deprecations!
+  if ENV['CI']
+    # This includes the first try, i.e. tests will be run 4 times before failing.
+    config.default_retry_count = 4
+    config.reporter.register_listener(RspecFlaky::Listener.new, :example_passed, :dump_summary)
+  end
  config.before(:suite) do
    TestEnv.init
  end
@@ -97,12 +103,6 @@ RSpec.configure do |config|
    reset_delivered_emails!
  end
-  if ENV['CI']
-    config.around(:each) do |ex|
-      ex.run_with_retry retry: 2
-    end
-  end
  config.around(:each, :use_clean_rails_memory_store_caching) do |example|
    caching_store = Rails.cache
    Rails.cache = ActiveSupport::Cache::MemoryStore.new