A five-minute excerpt of Rich Hickey's Clojure Made Simple talk, with new slides, ranting about HttpServletRequest and specificity. He argues for using generic maps instead of many specific classes and getters.
Why Hacker News points people here: Cited as the classic rant on maps versus objects in discussions of data modeling and OOP.
> Do people actually build large codebases with the 'hash map first' approach? There are a few large projects written in Clojure. I'd say it's a "data first" approach, not uniquely "map first". There's this famous 4 minutes rant by Rich Hickey (the creator of Clojure) where he talks about maps and about how Java does OOP (and how maps are served through getters but you can't see easily that they're maps), it's golden: this video
Strongly recommendsdalyApr 2021
“Watch anything Rich Hickey talks about. He really "gets it".”
Shows how Hickey thinks in lisp and uses maps
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Rich Hickey "thinks in lisp". For example, he talks about his "maps" data structure (aka association lists). See this video Since data and programs are the same thing in lisp you can fluidly shift from one to the other, like I did with "knowledge" vs "rules". They both have the same representation (defstructs) but they are also code and have execution semantics. Clojure allows you to do this with map objects. The fact that you can use the whole language on everything at any time and that everything at any time is also "the language" is how you "think in lisp". Nobody thinks of Python programs as "data" or data as Python programs. Watch anything Rich Hickey talks about. He really "gets it".
Strongly recommendstravisjungrothNov 2023
“A classic rant by Rich Hickey”
Classic Hickey rant on maps versus objects
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A classic rant by Rich Hickey: this video I say this even though I don’t usually code this way: I think the big benefit for business code is sort of a constrained flexibility. Objects tend to get really big (the alternative is you have a ton of classes). Think about all the data that makes up one Uber ride. So if I want to do anything with a Ride, I need everything. An even the many classes thing doesn’t really solve that because maybe what I want is cross-cutting. So either way, I just end up having to supply a bunch of stuff I don’t need. The maps-first approach is more incremental. Every function takes what it needs and gives what it can.
RecommendsfiloelevenApr 2025
“which is a good illustration of why data is better than functions, a key driver of Clojure's design.”
Excerpt illustrating why data beats functions in Clojure design
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I like "Clojure, Made Simple" even more. link Someone helpfully pulled out this chunk, which is a good illustration of why data is better than functions, a key driver of Clojure's design. this video
Recommendsdrob518Jun 2026
“This is with your time”
Argues for maps and data-transforming functions over OOP
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> I personally find OOP to be the most intuitive for large scale systems design, but that's just me. At one point, I was the same. But after going functional in Clojure, I can’t imagine going back. Using maps nd just having common functions that transform data into different data is definitely the way to go. This is with your time: this video
Cites itsimongrayMay 2020
“As a counterpoint (relevant Rich Hickey rant)”
Hickey rant as counterpoint to object-method discovery
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> I have an object... what do I do with it? So I hit the '.' on my keyboard and read the list of things that the object can do. As a counterpoint (relevant Rich Hickey rant): this video
Cites ituDontKnowMeAug 2021
Linked in a long static typing discussion
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Not who you are responding to, but the common idea that static types are all win and no cost has become very popular these days, but isn't true, it's just that the benefits of static typing are immediately apparent and obvious, but their costs are more diffuse and less obvious. I thought this was a pretty good write up on the subject that gets at a few of the benefits link Just to name some of the costs of static types briefly: * they are very blunt -- they will forbid many perfectly valid programs just on the basis that you haven't fit your program into the type system's view of how to encode invariants. So in a static typing language you are always to greater or lesser extent modifying your code away from how you could have naturally expressed the functionality towards helping the compiler understand it. * Sometimes this is not such a big change from how you'd otherwise write, but other times the challenge of writing some code could be virtually completely in the problem of how to express your invariants within the type system, and it becomes an obsession/game. I've seen this run rampant in the Scala world where the complexity of code reaches the level of satire. * Everything you encode via static types is something that you would actually have to change your code to allow it to change. Maybe this seems obvious, but it has big implications against how coupled and fragile your code is. Consider in Scala you're parsing a document into a static type like. case class Record(
Cites itsimongrayFeb 2022
Rebuttal to claims about lack of tooling
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> there was no type-checking (...) intellisense/autocomplete popups for the methods. First of all, yes there is. Maybe your editor didn't support it, but e.g. IntelliJ IDEA with the Cursive plugin does. Secondly: this video
Cites itducktectiveMay 2022
“Reminds me of this section of Rich Hickey talk”
Related section of a Hickey talk on density
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> I found Rust syntax to be dense, heavy, and difficult to read Reminds me of this section of Rich Hickey talk: this video
Cites itstefcoetzeeAug 2023
“Just use a map" [0]”
Hickey on just using a map
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Where generally the proverbial "one data structure" is a hash map. "Just use a map" [0] [0] this video
Cites ithcarvalhoalvesOct 2024
“Here's a counter-point”
Counterpoint to the article on dicts
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Debatable. Here's a counter-point: this video But ok, it's less bad in Python since objects are dicts anyway and you don't need getters.
Cites itlispisokOct 2024
“Here is Rich Hickey with an extreme counter example”
Extreme counterexample demonstrating against getters and setters
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Maps arent nearly as problematic in clojure because data is immutable by default on top of the functional paradigm where your program is basically a big composition of functions and the language is built around using maps. In Python I largely agree with the author. In clojure I love my maps. Here is Rich Hickey with an extreme counter example although I would argue he's really demonstrating against getters and setters. this video
Cites itcodemonkey-zetaNov 2025
Cited in a comment on data objects
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Author is on the verge of having a Clojure epiphany. > 1. You should often be using different objects in different contexts. This is because "data" are just "facts" that your application has observed. Different facts are relevant in different circumstances. The User class in my application may be very similar to the User class in your application, they may even have identical "login" implementations, but neither captures the "essence" of a "User", because the set of facts one could observe about Users is unbounded, and combinatorially explosive. This holds for subsets of facts as well. Maybe our login method only cares about a User's email address and password, but to support all the other stuff in our app, we have to either: 1. Pass along every piece of data and behavior the entire app specifies 2. Create another data object that captures only the facts that login cares about (e.g. a LoginPayload object, or a LoginUser object, Credential object, etc.) Option 1 is a nightmare because refactoring requires taking into consideration ALL usages of the object, regardless of whether or not the changes are relevant to the caller. Option 2 sucks because your Object hierarchy is combinatorial on the number of distinct _callers_. That's why it is so hard to refactor large systems programmed in this style. > 3. The classes get huge and painful. The author observed the combinatorial explosion of facts! If you have a rich information landscape that is relevant to your application, you are
JokesimongrayDec 2020
“Some people need something to happen when they press dot, though”
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The same amount of static analysis as Python, Ruby, or any other language that doesn't have static type checking. Some people need something to happen when they press dot, though: this video