[andrewflnr]

It seems weird to try to characterize Julia in terms of object-oriented programming. Is that just me? Julia's approach to subtyping and multiple dispatch is sufficiently different from the C++ and Python approaches to OOP that I don't even put them in the same bucket, and it seems about as far away from CL's objects as well. Julia doesn't really advertise itself as OO; you can't even find the word "object" on the front page of their site. So I wouldn't try to think of it that way.

A lot of the comparisons in this article seem like that to me. Julia and Common Lisp are apparently just close enough to make a point-by-point comparison like this plausible, but things are not quite aligned close enough to make it work. It's still a good article with a lot of solid meat in it, but I think the topic would have been better served by going up the abstraction ladder a bit and talking about how the different paradigms of each language motivated the differences between them.

Disclaimer: I'm only somewhat familiar with Julia and not at all with Common Lisp.

[PuercoPop]

It only seems weird in so far that you are ignorant (aren't we all?) of the generic function approach to object orientation.

In the message passing approach you dispatch based on the type of the first argument to the method. Because it would be redundant to explicitly write down the argument it is commonly syntactically elided (though not fully in Python) and you get coupling of the methods and the object. This is not a fundamental property of OO but accidental feature found in most OO languages.

In the generic function approach, the dispatch is extended so one can dispatch on the type (among other things) of (ideally) all of its arguments. Julia follows this approach afaik and if one is familiar with the generic function approach it is not a controversial claim at all.

Erik Naggum explains it here in more depth: http://www.xach.com/naggum/articles/3243735416407529@naggum....

[eoi]

I'm not familiar with Julia, but from a Common Lisp perspective it is very natural to closely link OO and function dispatch. Generic functions were added to lisp as part of its object system and make up a large part of it.

[craigching]

Indeed! My first OO course at the University of Minnesota (1992 or so) was object-oriented programming using Scheme (using SICP). I was more of a C++ programmer at the time and the different perspective was eye opening for me!

[ryanbrush]

It seems like a stretch to classify Julia as Object Oriented. It has types and record structures, but these aren't strongly coupled to functions like you'd see in most OO-style approaches. It also doesn't encourage hiding data behind a bunch of "accessor" methods on objects.

There also isn't OO-style inheritance and polymorphism. Julia's multi dispatch reminds me most of Clojure's protocols, which is a great feature. It achieves polymorphic behavior of functions without having to do ugly things to the objects. That Julia can make this fast and ubiquitous in the language is pretty awesome.

I'm also new to Julia, but I really like the above design decisions, among others features.

[andrewflnr]

I know that much about Julia, I just meant to say I'm not an expert or authority :). Anyway, "objects are not strongly coupled to functions", as you said, nails it.