Mutant is a mutation testing tool for Ruby.
The idea is that if code can be changed and your tests do not notice, then either that code isn't being covered or it does not have a speced side effect.
Mutant supports ruby >= 2.1, while support for JRuby is planned. It should also work under any Ruby engine that supports POSIX-fork(2) semantics.
Mutant does not have really good "getting started" documentation currently so please refer to presentations and blog posts below.
As mutant right now only supports rspec, install the gem
mutant-rspec via your preferred method. It'll pull the
mutant gem (in the correct version), that contains the main engine.
gem install mutant-rspec
The minitest integration is still in the works.
cd virtus # Run mutant on virtus namespace mutant --include lib --require virtus --use rspec Virtus* # Run mutant on specific virtus class mutant --include lib --require virtus --use rspec Virtus::Attribute # Run mutant on specific virtus class method mutant --include lib --require virtus --use rspec Virtus::Attribute.build # Run mutant on specific virtus instance method mutant --include lib --require virtus --use rspec Virtus::Attribute#type
To mutation test Rails models with rspec, comment out
require 'rspec/autorun' from your spec_helper.rb file. Having done so you should be able to use commands like the following:
RAILS_ENV=test bundle exec mutant -r ./config/environment --use rspec User
Passing in RSpec Options
You can control some aspects of RSpec using the
SPEC_OPTS environment variable as usual. If you want mutant to only pay attention to specs in a certain directory, you can run
SPEC_OPTS="--pattern spec/subdir_only/**/*_spec.rb" mutant --use rspec SomeClass
Mutant cannot emit mutations for...
methods defined within a closure. For example, methods defined using
class Example class_eval do def example1 end end module_eval do def example2 end end define_method(:example3) do end define_singleton_method(:example4) do end end
singleton methods not defined on a constant or
class Foo def self.bar; end # ok def Foo.baz; end # ok myself = self def myself.qux; end # cannot mutate end
methods defined with eval:
class Foo class_eval('def bar; end') # cannot mutate end
Mutant supports a wide range of mutation operators. An exhaustive list can be found in the mutant-meta. The
mutant-meta is arranged to the AST-Node-Types of parser. Refer to parsers AST documentation in doubt.
There is no easy and universal way to count the number of mutation operators a tool supports.
Mutant currently mutates code in instance and singleton methods. It is planned to support mutation of constant definitions and domain specific languages, DSL probably as plugins.
Mutation testing is slow. The key to making it fast is selecting the correct set of tests to run. Mutant currently supports the following built-in strategy for selecting tests/specs:
Mutant uses the "longest rspec example group descriptions prefix match" to select the tests to run.
Example for a subject like
Foo::Bar#baz it will run all example groups with description prefixes in
Foo. The order is important, so if mutant finds example groups in the current prefix level, these example groups must kill the mutation.
Mutation output is grouped by selection groups. Each group contains three sections:
An identifier for the current group.
[SUBJECT EXPRESSION]:[SOURCE LOCATION]:[LINENO]
A list of specs that mutant ran to try to kill mutations for the current group.
- [INTEGRATION]:0:[SPEC LOCATION]:[SPEC DESCRIPTION] - [INTEGRATION]:1:[SPEC LOCATION]:[SPEC DESCRIPTION]
- rspec:0:./spec/unit/book_spec.rb:9/Book#add_page should return self - rspec:1:./spec/unit/book_spec.rb:13/Book#add_page should add page to book
A list of unkilled mutations diffed against the original unparsed source
[MUTATION TYPE]:[SUBJECT EXPRESSION]:[SOURCE LOCATION]:[SOURCE LINENO]:[IDENTIFIER] [DIFF] -----------------------
[MUTATION TYPE]will be one of the following:
evil- a mutation of your source was not killed by your tests
neutralyour original source was injected and one or more tests failed
[IDENTIFIER]- Unique identifier for this mutation
evil:Book#add_page:Book#add_page:/home/dev/mutant-examples/lib/book.rb:18:01f69 @@ -1,6 +1,6 @@ def add_page(page) - @pages << page + @pages @index[page.number] = page self end ----------------------- evil:Book#add_page:Book#add_page:/home/dev/mutant-examples/lib/book.rb:18:b1ff2 @@ -1,6 +1,6 @@ def add_page(page) - @pages << page + self @index[page.number] = page self end -----------------------
By default, mutant will test mutations in parallel by running up to one process for each core on your system. You can control the number of processes created using the
Mutant forks a new process for each mutation to be tested to prevent side affects in your specs and the lack of thread safety in rspec from impacting the results.
If the code under test relies on a database, you may experience problems when running mutant because of conflicting data in the database. For example, if you have a test like this:
m = MyModel.create!(...) expect(MyModel.first.name).to eql(m.name)
It might fail if some other test wrote a record to the MyModel table at the same time as this test was executed. (It would find the MyModel record created by the other test.) Most of these issues can be fixed by writing more specific tests. Here is a concurrent safe version of the same test:
m = MyModel.create!(...) expect(MyModel.find_by_id(m.id).name).to eql(m.name)
You may also try wrapping your test runs in transactions.
Note that some databases, SQLite in particular, are not designed for concurrent access and will fail if used in this manner. If you are using SQLite, you should set the
--jobs to 1.
Neutral (noop) Tests
Mutant will also test the original, unmutated, version your code. This ensures that mutant is able to properly setup and run your tests. If an error occurs while mutant/rspec is running testing the original code, you will receive an error like the following:
--- Neutral failure --- Original code was inserted unmutated. And the test did NOT PASS. Your tests do not pass initially or you found a bug in mutant / unparser. ... Test Output: marshal data too short
Currently, troubleshooting these errors requires using a debugger and/or modyifying mutant to print out the error. You will want to rescue and inspect exceptions raised in this method: lib/mutant/integration/rspec.rb:call
Only Mutating Changed Code
Running mutant for the first time on an existing codebase can be a rather disheartening experience due to the large number of alive mutations found! Mutant has a setting that can help. Using the
--since argument, mutant will only mutate code that has been modified. This allows you to introduce mutant into an existing code base without drowning in errors. Example usage that will mutate all code changed between master and the current branch:
mutant --include lib --require virtus --since master --use rspec Virtus::Attribute#type
Mutations with Infinite Runtimes
Occasionally mutant will produce a mutation with an infinite runtime. When this happens mutant will look like it is running indefinitely without killing a remaining mutation. To avoid mutations like this, consider adding a timeout around your tests. For example, in RSpec you can add the following to your
config.around(:each) do |example| Timeout.timeout(5, &example) end
which will fail specs which run for longer than 5 seconds.
The Crash / Stuck Problem (MRI)
Mutations generated by mutant can cause MRI to enter VM states its not prepared for. All MRI versions > 1.9 and < 2.2.1 are affected by this depending on your compiler flags, compiler version, and OS scheduling behavior.
This can have the following unintended effects:
MRI crashes with a segfault. Mutant kills each mutation in a dedicated fork to isolate the mutations side effects when this fork terminates abnormally (segfault) mutant counts the mutation as killed.
MRI crashes with a segfault and gets stuck when handling the segfault. Depending on the number of active kill jobs mutant might appear to continue normally until all workers are stuck into this state when it begins to hang. Currently mutant must assume that your test suite simply not terminated yet as from the outside (parent process) the difference between a long running test and a stuck MRI is not observable. Its planned to implement a timeout enforced from the parent process, but ideally MRI simply gets fixed.
There are some presentations about mutant in the wild:
- RailsConf 2014 / http://confreaks.com/videos/3333-railsconf-mutation-testing-with-mutant
- Wrocloverb 2014 / https://www.youtube.com/watch?v=rz-lFKEioLk
- eurucamp 2013 / FrOSCon-2013 http://slid.es/markusschirp/mutation-testing
- Cologne.rb / https://github.com/DonSchado/colognerb-on-mutant/blob/master/mutation_testing_slides.pdf
Planning a presentation?
Mutation testing lately (not only mutant) seems to attract some attention. So naturally people do talks about it at conferences, user groups or other chances. Thanks for that!
As I (the author @mbj) am not too happy with some of the facts being presented about mutant the last month.
So if you plan to do a presentation: I offer to review your slides / talk - for free of course. My intention is NOT to change your bias pro / against this tool. Just to help to fix invalid statements about the tool.
Also in many cases a conversation to the author should help you to improve the talk significantly. One of mutants biggest weaknesses is the bad documentation, but instead of assumptions based on the absence of docs, use the tool authors brain to fill the gaps.
Hint, same applies to papers.
Sorted by recency:
- A deep dive into mutation testing and how the Mutant gem works
- How to write better code using mutation testing (November 2015)
- How good are your Ruby tests? Testing your tests with mutant (June 2015)
- Mutation testing and continuous integration (May 2015)
- Why I want to introduce mutation testing to the
rails_event_storegem (April 2015)
- Mutation testing with mutant (April 2014)
- Mutation testing with mutant (January 2013)
I'm very happy to receive/answer feedback/questions and criticism.
- #cosmic-ray: for discussing
cosmic-ray, the python mutation testing tool.
- #devtools: for discussing the
- #general: for general discussions about mutation testing.
- #mutagen: for discussing
- #random: for misc. off topic discussion.
- #stryker: for discussing
- #wtf-dev: for sharing software development wtfs.
- Markus Schirp (mbj)
- A gist, now removed, from dkubb showing ideas.
- Older abandoned mutant. For motivating me doing this one.
- heckle. For getting me into mutation testing.
- Fork the project.
- Make your feature addition or bug fix.
- Add tests for it. This is important so I don't break it in a future version unintentionally.
- Commit, do not mess with Rakefile or version (if you want to have your own version, that is fine but bump version in a commit by itself I can ignore when I pull)
- Send me a pull request. Bonus points for topic branches.
See LICENSE file.