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https://github.com/david-kunz/derive-type

Derive types dynamically by running tests to capture value combinations
https://github.com/david-kunz/derive-type

javascript type-generation typescript

Last synced: about 2 months ago
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Derive types dynamically by running tests to capture value combinations

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README

        

# Derive Type

Generate [TypeScript](https://www.typescriptlang.org/) type definitions based on function invocations and embed them as [JSDoc](https://jsdoc.app/) comments in your JavaScript code.

## Demo

https://user-images.githubusercontent.com/1009936/188266007-269ee08a-392c-4dfe-af80-444059ebba39.mov

## Installation

```bash
npm i -D derive-type
```

## Simple Example

Original source code:

```js
// main.js

function myFunction(x, y) {
console.log(x, y)
}

myFunction(1, 2)
```

Add this function call at the top of your function body:

```js
// main.js

function myFunction(x, y) {
require('derive-type')(x, y) // <- ADD THIS
console.log(x, y)
}

myFunction(1, 2)
```

Then invoke the binary with the code to trigger the function invocations:

```bash
npx derive-type node main.js
```

This will generate the [TypeScript](https://www.typescriptlang.org/) definition, insert the [JSDoc](https://jsdoc.app/) snippet
and remove the call to `derive-type`:

```js
// main.js

/** @type { import("/var/folders/ls/xxxx/T/derive-type-gen/KC9Vc2Vycy9kMDY1MDIzL3Byb2plY3RzL0Rldk9uRHV0eS9kZXJpdmUtdHlwZS10ZXN0L3Rlc3QuanM6NDoyNSk=").GEN } Generated */
function myFunction(x, y) {
// now you know that `x` and `y` are of type `number`
console.log(x, y)
}

myFunction(1, 2)
```

## Notes

- The function invocations don't need to be in the same file, usually they are based on tests:
```bash
npx derive-type npm test
```
- The generated types are based on the merged input of all function invocations.
- The function definition must begin in a new line.
- You can also install `derive-type` globally, then you must use the path of your global package, e.g. `require("/usr/local/lib/node_modules/derive-type/")`.
- The generated types are located in `os.tmpdir()` (changeable via `DERIVE_TYPE_FOLDER`).
- The generated types are deleted after 5 days (changeable via `DERIVE_TYPE_MAX_AGE_DAYS`).
- Debugging output can be enabled by setting `DERIVE_TYPE_DEBUG` to true.
- You can find some example type generations [in the test file](https://github.com/David-Kunz/derive-type/blob/main/tests/derive.test.js).

## Introduction Video

[![](https://img.youtube.com/vi/gdz_X0b5SnM/0.jpg)](https://youtu.be/gdz_X0b5SnM")