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---
stage: Verify
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group: Pipeline Execution
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info: To determine the technical writer assigned to the Stage/Group associated with this page, see https://about.gitlab.com/handbook/product/ux/technical-writing/#assignments
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---
# Fail Fast Testing **(PREMIUM)**
> [Introduced](https://gitlab.com/gitlab-org/gitlab/-/issues/198550) in GitLab 13.1.
For applications that use RSpec for running tests, we've introduced the `Verify/Failfast`
[template to run subsets of your test suite ](https://gitlab.com/gitlab-org/gitlab/-/tree/master/lib/gitlab/ci/templates/Verify/FailFast.gitlab-ci.yml ),
based on the changes in your merge request.
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The template uses the [`test_file_finder` (`tff`) gem ](https://gitlab.com/gitlab-org/ci-cd/test_file_finder/ )
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that accepts a list of files as input, and returns a list of spec (test) files
that it believes to be relevant to the input files.
`tff` is designed for Ruby on Rails projects, so the `Verify/FailFast` template is
configured to run when changes to Ruby files are detected. By default, it runs in
the [`.pre` stage ](../yaml/index.md#stage-pre ) of a GitLab CI/CD pipeline,
before all other stages.
## Example use case
Fail fast testing is useful when adding new functionality to a project and adding
new automated tests.
Your project could have hundreds of thousands of tests that take a long time to complete.
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You may expect a new test to pass, but you have to wait for all the tests
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to complete to verify it. This could take an hour or more, even when using parallelization.
Fail fast testing gives you a faster feedback loop from the pipeline. It lets you
know quickly that the new tests are passing and the new functionality did not break
other tests.
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## Prerequisites
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This template requires:
- A project built in Rails that uses RSpec for testing.
- CI/CD configured to:
- Use a Docker image with Ruby available.
- Use [Merge request pipelines ](../pipelines/merge_request_pipelines.md#prerequisites )
- [Merged results pipelines ](../pipelines/merged_results_pipelines.md#enable-merged-results-pipelines )
enabled in the project settings.
- A Docker image with Ruby available. The template uses `image: ruby:2.6` by default, but you [can override ](../yaml/includes.md#override-included-configuration-values ) this.
## Configuring Fast RSpec Failure
We use the following plain RSpec configuration as a starting point. It installs all the
project gems and executes `rspec` , on merge request pipelines only.
```yaml
rspec-complete:
stage: test
rules:
- if: $CI_PIPELINE_SOURCE == "merge_request_event"
script:
- bundle install
- bundle exec rspec
```
To run the most relevant specs first instead of the whole suite, [`include` ](../yaml/index.md#include )
the template by adding the following to your CI/CD configuration:
```yaml
include:
- template: Verify/FailFast.gitlab-ci.yml
```
To customize the job, specific options may be set to override the template. For example, to override the default Docker image:
```yaml
include:
- template: Verify/FailFast.gitlab-ci.yml
rspec-rails-modified-path-specs:
image: custom-docker-image-with-ruby
```
### Example test loads
For illustrative purposes, let's say our Rails app spec suite consists of 100 specs per model for ten models.
If no Ruby files are changed:
- `rspec-rails-modified-paths-specs` does not run any tests.
- `rspec-complete` runs the full suite of 1000 tests.
If one Ruby model is changed, for example `app/models/example.rb` , then `rspec-rails-modified-paths-specs`
runs the 100 tests for `example.rb` :
- If all of these 100 tests pass, then the full `rspec-complete` suite of 1000 tests is allowed to run.
- If any of these 100 tests fail, they fail quickly, and `rspec-complete` does not run any tests.
The final case saves resources and time as the full 1000 test suite does not run.