> immutability in Clojure doesn't mean inefficiency.
You are still doing a gazillion allocations compared to:
for (let i = 0; i < data.length; i++) { hist[data[i]]++; }
But apart from that the mutable code in many cases is just much clearer compared to something like your fold above. Sometimes it's genuinely easier to assemble a data structure "as you go" instead of from the "bottom up" as in FP.
Sure, that’s faster. But do you really care? How big is your data? How many distinct things are you counting? What are their data types? All that matters. It’s easy to write a simple for-loop and say “It’s faster.” Most of the time, it doesn’t matter that much. When that’s the case, Clojure allows you to operate at a higher level with inherent thread safety. If you figure out that this particular code matters, then Clojure gives you the ability to optimize it, either with transients or by dropping down into Java interop where you have standard Java mutable arrays and other data structures at your disposal. When you use Java interop, you give up the safety of Clojure’s immutable data structures, but you can write code that is more optimized to your particular problem. I’ll be honest that I’ve never had to do that. But it’s nice to know that it’s there.
The allocation overhead rarely matters in practice - in some cases it does. For majority of "general-purpose" tasks like web-services, etc. it doesn't - GC is extremely fast; allocations are cheap on modern VMs.
The second point I don't even buy anymore - once you're used to `reduce`, it's equally (if not more) readable. Besides, in practice you don't typically use it - there are tons of helper functions in core library to deal with data, I'd probably use `(frequencies coll)` - I just didn't even mentioned it so it didn't feel like I'm cheating. One function call - still O(n), idiomatic, no reduce boilerplate, intent is crystal clear. Aggressively optimized under the hood and far more readable.
Let's not get into strawman olympics - I'm not selling snake oil. Clojure wasn't written in some garage by a grad student last week - it's a mature and battle-tested language endorsed by many renowned CS people, there are tons of companies using it in production. In the context of (im)mutability it clearly demonstrates incontestable, pragmatic benefits. Yes, of course, it's not a silver bullet, nothing is. There are legitimate cases where it's not a good choice, but you can argue that point pretty much about any tool.
If there was a language that didn't require pure and impure code to look different but still tracked mutability at the type level like the ST monad (so you can't call an impure function from a pure one) - so not Clojure - then that'd be perfect.
But as it stands immutability often feels like jumping through unnecessary hoops for little gain really.
There's no such thing as "perfect" for everyone and for every case.
> feels like jumping through unnecessary hoops for little gain really.
I dunno what you're talking about - Apple runs their payment backend; Walmart their billing system; Cisco their cybersec stack; Netflix their social data analysis; Nubank empowers entire Latin America - they all running Clojure, pushing massive amounts of data through it.
I suppose they just have shitload of money and can afford to go through "unnecessary hoops". But wait, why then tons of smaller startups running on Clojure, on Elixir? I guess they just don't know any better - stupid fucks.
But ok, if mutability is always worse, why not use a pure language then? No more cowardly swap! and transient data structures or sending messages back and forth like in Erlang.
But then you get to monads (otherwise you'd end up with Elm and I'd like to see Apple's payment backend written in Elm), monad transformers, arrows and the like and coincidentally that's when many Clojure programmers start whining about "jumping through unnecessary hoops" :D
Anyway, this was just a private observation I've reached after being an FP zealot for a decade, all is good, no need to convert me, Clojure is cool :)
Clojure is not "cool". Matter of fact, for a novice it may look distasteful, it really does. Ask anyone with a prior programming experience - Python, JS, Java to read some Clojure code for the first time and they start cringing.
What Clojure actually is - it is "down to earth PL", it values substance over marketing, prioritizes developers happiness in the long run - which comes in a spectrum; it doesn't pretend everyone wants the same thing. A junior can write useful code quickly, while someone who wants to dive into FP theory can. Both are first-class citizens.
You are still doing a gazillion allocations compared to:
But apart from that the mutable code in many cases is just much clearer compared to something like your fold above. Sometimes it's genuinely easier to assemble a data structure "as you go" instead of from the "bottom up" as in FP.