Runtime type information for JavaScript

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Runtime type information for JavaScript

 

Chrome’s V8 can now collect type information at runtime

Get types like string, number, null, or custom classes at runtime. V8 can now collect type information. V8 is Google’s open source JavaScript engine. Chrome, Node.js, and many other applications use V8. This type profiler is built into the engine, the information is not statically inferred.

JavaScript is a dynamically typed language. But most code is written with fixed types in mind. When debugging JavaScript, it is helpful to know the types of variables and parameters at runtime. It is often hard to infer types for complex code. Type profiling provides this information at runtime.

01.png

https://github.com/fhinkel/type-profile

function foo(x) {
if (x < 2) {
return 42;
}
return "What are the return types of foo?";
}

The static definition of foo() does not hold any information about the parameters with which foo is called. In this simple case, we can deduct the return types, number and string. For more complex cases that is often impossible, though. But at runtime, it is clear with which types foo is being called. Runtime type information collects exactly this information.

Type profiling is implemented in V8 and can be used via the V8 inspector protocol. If you get Node.js with the newest V8, you can test it yourself. In a few weeks a newer V8 will land in Node and type profile will be available in regular Node releases.

One of the intended use cases is to auto-generate JSDoc, TypeScript, or Flow annotations. As type profiling is available via Node’s inspector, you can build your own tools with it to fit your needs. Here’s a demo to show some basic usage.

I look forward to all the tools the community will come up with that use type profile.

I look forward to all the tools the community will come up with that use type profile. I’m sure there are many use cases that I haven’t even considered yet. If you are already working on a prototype, please share!

02.png

foo() has only been called with Objects, it always returned strings.

03.png

foo() has been called with strings and Rectangles. It always returns strings.

04.png

foo() has returned strings and numbers.

Source: https://medium.com/fhinkel/runtime-type-information-for-javascript-b134faac3c0a

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