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Description

Property based testing is another way to test programs. Instead of relying on hard-coded inputs and outputs, it checks characteristics of the output given the whole range of possible inputs.

Monthly Downloads: 0
Programming language: TypeScript
Latest version: v1.24.2

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README

Property based testing framework for JavaScript/TypeScript

Getting started

Hands-on tutorial and definition of Property Based Testing: :checkered_flag: see tutorial. Or directly try it online on our pre-configured CodeSandbox.

Property based testing frameworks check the truthfulness of properties. A property is a statement like: for all (x, y, ...) such as precondition(x, y, ...) holds property(x, y, ...) is true.

Install the module with: yarn add fast-check --dev or npm install fast-check --save-dev

Example of integration in mocha:

const fc = require('fast-check');

// Code under test
const contains = (text, pattern) => text.indexOf(pattern) >= 0;

// Properties
describe('properties', () => {
    // string text always contains itself
    it('should always contain itself', () => {
        fc.assert(fc.property(fc.string(), text => contains(text, text)));
    });
    // string a + b + c always contains b, whatever the values of a, b and c
    it('should always contain its substrings', () => {
        fc.assert(fc.property(fc.string(), fc.string(), fc.string(), (a,b,c) => {
            // Alternatively: no return statement and direct usage of expect or assert
            return contains(a+b+c, b);
        }));
    });
});

In case of failure, the test raises a red flag. Its output should help you to diagnose what went wrong in your implementation. Example with a failing implementation of contain:

1) should always contain its substrings
    Error: Property failed after 1 tests (seed: 1527422598337, path: 0:0): ["","",""]
    Shrunk 1 time(s)
    Got error: Property failed by returning false

    Hint: Enable verbose mode in order to have the list of all failing values encountered during the run

Integration with other test frameworks: ava, jasmine, jest, mocha and tape.

More examples: simple examples, fuzzing and against various algorithms.

Useful documentations:

Why should I migrate to fast-check?

fast-check has initially been designed in an attempt to cope with limitations I encountered while using other property based testing frameworks designed for JavaScript:

  • Types: strong and up-to-date types - thanks to TypeScript
  • Extendable: easy map method to derive existing arbitraries while keeping shrink [more] - some frameworks ask the user to provide both a->b and b->a mappings in order to keep a shrinker
  • Extendable: kind of flatMap-operation called chain [more] - able to bind the output of an arbitrary as input of another one while keeping the shrink working
  • Extendable: precondition checks with fc.pre(...) [more] - filtering invalid entries can be done directly inside the check function if needed
  • Smart: ability to shrink on fc.oneof [more] - surprisingly some frameworks don't
  • Smart: biased by default [more] - by default it generates both small and large values, making it easier to dig into counterexamples without having to tweak a size parameter manually
  • Debug: verbose mode [more] - easier troubleshooting with verbose mode enabled
  • Debug: replay directly on the minimal counterexample [more] - no need to replay the whole sequence, you get directly the counterexample
  • Debug: custom examples in addition of generated ones [more] - no need to duplicate the code to play the property on custom examples
  • Debug: logger per predicate run [more] - simplify your troubleshoot with fc.context and its logging feature
  • Unique: model based approach [more][article] - use the power of property based testing to test UI, APIs or state machines
  • Unique: detect race conditions in your code [more] - shuffle the way your promises and async calls resolve using the power of property based testing to detect races

For more details, refer to the documentation in the links above.

Issues found by fast-check in famous packages

fast-check has been able to find some unexpected behaviour among famous npm packages. Here are some of the errors detected using fast-check:

jest

Issue detected: toStrictEqual fails to distinguish 0 from 5e-324 [more]

Code example: expect(0).toStrictEqual(5e-324) succeeds

js-yaml

Issue detected: enabling !!int: binary style when dumping negative integers produces invalid content [more]

Code example: yaml.dump({toto: -10}, {styles:{'!!int':'binary'}}) produces toto: 0b-1010 not toto: -0b1010

query-string

Issue detected: enabling the bracket setting when exporting arrays containing null values produces an invalid output for the parser [more]

Code example:

m.stringify({bar: ['a', null, 'b']}, {arrayFormat: 'bracket'}) //=> "bar[]=a&bar&bar[]=b"
m.parse('bar[]=a&bar&bar[]=b', {arrayFormat: 'bracket'})       //=> {bar: [null, 'b']}

MORE: Issues detected thanks of fast-check

Code Contributors

This project would not be the same without them 💖 - [Become one of them](CONTRIBUTING.md)


*Note that all licence references and agreements mentioned in the fast-check README section above are relevant to that project's source code only.