class: center ##Mutation testing for JavaScript ### Shing Lyu ??? top, middle, bottom left, center, right --- ###Existing Frameworks for JS * [Mutator](http://ortask.com/mutator/) (Ask the sales rep!) * [AjaxMutator](http://knishiura-lab.github.io/AjaxMutator/) (Java+PHP??) * [Mutandis](https://github.com/saltlab/mutandis) (Academic, from UBC) * [grunt-mutation-testing](https://github.com/jimivdw/grunt-mutation-testing) (we'll use this) --- ### Mutation Testing Revisited * Test your test suite * missing tests? always passing tests? etc. * by injecting deliberate faults (mutant) into the test target * Drawbacks: * sloooooow * equivalent mutations --- ### Mutation Testing * Inject mutant * Run test ||| |--|-| | failed | => mutant dies| => .green[good test!]| | passed | => mutant survived| => .red[problem!]| --- ### Setting up the test ```javascript // ===== calculator.js ===== function substractPositive(num1, num2){ if (num1 > 0){ return num1 - num2; } else { return 0 } } module.exports.substractPositive = substractPositive ``` ```javascript //===== test_calculator.js ===== ar assert = require('assert'); var cal = require('../src/calculator.js') describe('Calculator', function(){ it('substractPositive', function(){ assert.equal('2', cal.substractPositive(1, -1)); }); }) ``` --- ### Test Result ```bash npm install -g mocha ``` ```bash % mocha Calculator ✓ substractPositive 1 passing (5ms) ``` --- ### Building a grunt job for mutation testing ```javascript // ===== Gruntfile.js ===== module.exports = function(grunt) { grunt.initConfig({ mutationTest: { options: { testFramework: 'mocha' }, target: { options:{ code: ['src/*.js'], specs: 'test/test_*.js', mutate: 'src/*.js' } } } }); grunt.loadNpmTasks('grunt-mutation-testing'); grunt.registerTask('default', ['mutationTest']); }; ``` --- ### Setup and Run ```bash npm install -g grunt-cli npm install . # grunt, grunt-mutation-testing, karma grunt ``` --- ### Mutation result ```bash % grunt Running "mutationTest:target" (mutationTest) task (17:34:23.955) INFO [mutation-testing]: Mutating file: /tmp/mutation-testing1151016-11404-alnz38/src/calculator.js (17:34:23.957) INFO [mutation-testing]: Mutating line 1, 1/22 (5%) (17:34:23.959) INFO [mutation-testing]: Mutating line 10, 2/22 (9%) (17:34:24.677) INFO [mutation-testing]: Mutating line 23, 3/22 (14%) (17:34:24.679) INFO [mutation-testing]: Mutating line 24, 4/22 (18%) (17:34:24.680) INFO [mutation-testing]: Mutating line 2, 5/22 (23%) (17:34:24.682) INFO [mutation-testing]: Mutating line 2, 6/22 (27%) /src/calculator.js:2:11 Replaced > with >= -> SURVIVED (17:34:24.684) INFO [mutation-testing]: Mutating line 2, 7/22 (32%) (17:34:24.686) INFO [mutation-testing]: Mutating line 2, 8/22 (36%) (17:34:24.688) INFO [mutation-testing]: Mutating line 3, 9/22 (41%) (17:34:24.689) INFO [mutation-testing]: Mutating line 3, 10/22 (45%) (17:34:24.690) INFO [mutation-testing]: Mutating line 6, 11/22 (50%) /src/calculator.js:6:5 Removed return 0 -> SURVIVED ... 12 of 22 unignored mutations are tested (54%). Done, without errors. ``` --- ### Types of mutations ![mutants](data:image/png;base64,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) ??? background-image: url(img/mutants.png) --- ### Problem 1: Missing test case ```bash /src/calculator.js:2:11 Replaced > with >= -> SURVIVED /src/calculator.js:6:5 Removed return 0 -> SURVIVED /src/calculator.js:6:12 Replaced 0 with 1 -> SURVIVED ``` ```javascript 1 function substractPositive(num1, num2){ 2 if (num1 > 0){ 3 return num1 - num2; 4 } 5 else { 6 return 0 7 } 8 } ``` --- ### Fixing Problem 1 * We didn't test if `num1 <= 0`, * We didn't varify `return 0` ```javascript it('substractPositive', function(){ assert.equal('0', cal.substractPositive(0, -1)); }); ``` --- ### Equivalent mutation * Mutation which doesn't change behavior, so not test can catch it * "false alarm" * May reveal real problem, but not with the test suite * dead code * internal mechanism (e.g. cache, state machine) --- ### Problem 2: Dead Code ```javascript 10 function add(num1, num2){ 11 if (num1 == num2){ 12 return num1 + num2; 13 } 14 else if (num1 > num2){ 15 return num1 + num2; 16 } 17 else { 18 return num1 + num2; 19 } 20 } ``` ```javascript /src/calculator.js:11:11 Replaced == with != -> SURVIVED /src/calculator.js:14:16 Replaced > with >= -> SURVIVED /src/calculator.js:14:16 Replaced > with <= -> SURVIVED /src/calculator.js:15:5 Removed return num1 + num2; -> SURVIVED /src/calculator.js:15:16 Replaced + with - -> SURVIVED /src/calculator.js:18:5 Removed return num1 + num2; -> SURVIVED /src/calculator.js:18:16 Replaced + with - -> SURVIVED ``` --- ### Fixing Problem 2 * Remote the dead code ```javascript function add(num1, num2){ return num1 + num2; } ``` --- class: center, middle #Thank you