UNPKG

orionsoft-react-scripts

Version:

Orionsoft Configuration and scripts for Create React App.

301 lines (219 loc) 8.6 kB
TestCheck [![Build Status](https://travis-ci.org/leebyron/testcheck-js.svg)](https://travis-ci.org/leebyron/testcheck-js) ========= Generative property testing for JavaScript. `testcheck-js` is a library for generative testing of program properties, ala QuickCheck. By providing a specification of the JavaScript program in the form of properties, the properties can be tested to remain true for a large number of randomly generated cases. In the case of a test failure, the smallest possible test case is found. ### Use Jasmine or Mocha? `testcheck-js` is a testing utility and not a full test running solution. If you use [Jasmine](http://jasmine.github.io/) then check out [`jasmine-check`](https://github.com/leebyron/jasmine-check/), a testcheck Jasmine plugin. If you use [Mocha](http://visionmedia.github.io/mocha/) then check out [`mocha-check`](https://github.com/leebyron/mocha-check/), a testcheck Mocha plugin. ### Atop the shoulders of giants `testcheck-js` is based on Clojure's [test.check](https://github.com/clojure/test.check) which is inspired by Haskell's [QuickCheck](https://hackage.haskell.org/package/QuickCheck). It's made possible by [double-check](https://github.com/cemerick/double-check/), the ClojureScript port of test.check. Many gracious thanks goes to all of the brilliance and hard work enabling this project to exist. Getting started --------------- Install `testcheck` using npm ```shell npm install testcheck ``` Then require it into your testing environment and start testing. ```javascript var testcheck = require('testcheck'); var gen = testcheck.gen; var result = testcheck.check( testcheck.property( [gen.int], x => x - x === 0 ) ); ``` ### Typescript If you write your tests in Typescript, include the testcheck type definitions. ```javascript ///<reference path='node_modules/testcheck/dist/testcheck.d.ts'/> import testcheck = require('testcheck'); ``` API --- All API documentation is contained within the type definition file, [testcheck.d.ts](./type-definitions/testcheck.d.ts). Defining properties ------------------- A property is simply a function which is expected to always return true, we might also call these properties "assumptions" or "expectations". For example, say we wanted to test the assumption that any number subtracted from itself will be `0`, we could define this property as: ```javascript function (x) { return x - x === 0; } ``` Or as another example, let's determine that sorting an array is stable and [idempotent](http://en.wikipedia.org/wiki/Idempotence), which is to say that sorting a sorted array shouldn't do anything. We could write: ```javascript function (arr) { var arrCopy = arr.slice(); return deepEqual(arrCopy.sort(), arr.sort().sort()); } ``` That's really it! The only thing special about this property function is that it is [pure](http://en.wikipedia.org/wiki/Pure_function), e.g. it relies only on the provided arguments to determine its return value (no other reading or writing!). If you can start to describe your program in terms of its properties, then `testcheck` can test them for you. Generating test cases --------------------- Once we've defined some properties, we generate test cases for each properties by describing the types of values for each argument. For testing our first property, we need numbers: ```javascript gen.int ``` For the second, we need arrays of numbers ```javascript gen.array(gen.int) ``` There are a wide variety of value generators, we've only scratched the surface. We can generate random JSON with `gen.JSON`, pick amongst a set of values with `gen.returnOneOf`, nested arrays with ints `gen.nested(gen.array, gen.int)` and much more. You can even define your own generators with `gen.map`, `gen.bind` and `gen.sized`. Checking the properties ----------------------- Finally, we check our properties using our test case generator (in this case, up to 1000 different tests before concluding). ```javascript var result = testcheck.check( testcheck.property( [gen.int], // the arguments generator function (x) { // the property function to test return x - x === 0; } ), { times: 1000 } ); ``` `check` runs through random cases looking for failure, and when it doesn't find any failures, it returns: ```javascript { result: true, 'num-tests': 1000, seed: 1406779597155 } ``` Smallest failing test --------------------- Let's try another property: the sum of two integers is the same or larger than either of the integers alone. ```javascript testcheck.check(testcheck.property( [gen.int, gen.int], function (a, b) { return a + b >= a && a + b >= b; } )); ``` `check` runs through random cases again. This time it found a failing case, so it returns: ```javascript { result: false, 'failing-size': 2, 'num-tests': 3, fail: [ 2, -1 ], shrunk: { 'total-nodes-visited': 2, depth: 1, result: false, smallest: [ 0, -1 ] } } ``` Something is wrong. Either: 1. Our assumption is wrong (e.g. bug in our software). 2. The test code is wrong. 3. The generated test data is too broad. In this case, our problem is that our generated data is too broad for our assumption. What's going on? We can see that the `fail` case `2, -1` would in fact not be correct, but it might not be immediately clear why. This is where test case shrinking comes in handy. The `shrunk` key provides information about the shrinking process and most importantly, the `smallest` values that still fail: `0, -1`. We forgot about an edge case! If one of the integers is negative, then the sum will not be larger. This shrunken test case illustrated this much better than the original failing test did. Now we know that we can either improve our property or make the test data more specific: ```javascript testcheck.check(testcheck.property( [gen.posInt, gen.posInt], function (a, b) { return a + b >= a && a + b >= b; } )); ``` With our correction, our property passes all tests. Thinking in random distributions -------------------------------- It's important to remember that your test is only as good as the data being provided. While `testcheck` provides tools to generate random data, thinking about what that data looks like may help you write better tests. Also, because the data generated is random, a test may pass which simply failed to uncover a corner case. > "Testing shows the presence, not the absence of bugs" > > — Dijkstra, 1969 ### Sampling Test Data Visualizing the data `check` generates may help diagnose the quality of a test. Use `sample` to get a look at what a generator produces: ```javascript testcheck.sample(gen.int) // [ 0, 0, 2, -1, 3, 5, -4, 0, 3, 5 ] ``` ### The Size of Test Data Test data generators have an implicit `size` property, which could be used to determine the maximum value for a generated integer or the max length of a generated array. `testcheck` begins by generating small test cases and gradually increases the size. So if you wish to test very large numbers or extremely long arrays, running `check` the default 100 times with maxSize of 200, you may not get what you expect. ### Data relationships Let's test an assumption that should clearly be wrong: a string [split](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/String/split) by another string always returns an array of length 1. ```javascript testcheck.check(testcheck.property( [gen.notEmpty(gen.string), gen.notEmpty(gen.string)], function (str, separator) { return str.split(separator).length === 1; } )); ``` Unless you got lucky, you probably saw this check pass. This is because we're testing for a relationship between these strings. If `separator` is not found in `str`, then this test passes. The second random string is very unlikely to be found within the first random string. We could change the test to be aware of this relationship such that the `separator` is always contained within the `str`. ```javascript testcheck.check(testcheck.property( [gen.notEmpty(gen.string), gen.posInt, gen.strictPosInt], function (str, start, length) { var separator = str.substr(start % str.length, length); return str.split(separator).length === 1; } )); ``` Now `separator` is a random substring of `str` and the test fails with the smallest failing arguments: `'0', 0, 1`. Contribution ------------ Use [Github issues](https://github.com/leebyron/testcheck-js/issues) for requests. Pull requests actively welcomed. Learn how to [contribute](./CONTRIBUTING.md).