Bottom Up vs Top Down Design in Clojure - Mark Bastian

ClojureTV · 29K views · 2015 · 36:42

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Functional programmingSoftware architecture & designtalk

Why Hacker News recommends it

HN repeatedly recommends it as the talk that made data-oriented, REPL-driven bottom-up design click.

What it is

Mark Bastian contrasts top-down object-oriented design with bottom-up, data-oriented design in Clojure. He models a board game as plain data plus small composable functions and compares it with a roughly 22-class OOP version.

Recommended by 5 HN commenters across 7 different months, 2016 to 2021.

What Hacker News said

Strong rec lewisl9029 · 2016-03 · on “A Database Model for Simple Board Games”

I personally prefer a more data-oriented approach to modeling, as opposed to modeling in terms of objects and relations. One of my favorite videos from Clojure Conj last year talks about the approach in more detail and contrasts it with traditional OO modeling in the context of a board game: [this video] In summary, modeling the board game with data (state) and pure functions (state transitions) had significant benefits over the alternative OO style model in terms of the overall simplicity of the model. The OO modeling approach resulted in a model that consisted of 22 classes, 11 interfaces, 1 enum, and 271 lines of boilerplate code just to implement the classes and relationships alone, with no g

Strong rec lewisl9029 · 2018-02 · on “How I Learned to Stop Worrying and Love the State Machine”

This is exactly my impression after taking a quick glance through these articles as well. If anyone is curious and would like to see a practical demonstration of this data-oriented approach of modelling problems, I highly recommend this talk from Mark Bastian in Clojure/conj 2015: [this video] In it, he contrasts the data-oriented modelling approach with a traditional OOP approach for implementing a board game, and was able to come up with a complete implementation of the game with the former approach that was shorter than even the structural boilerplate for the OOP version. Another related talk that I loved was Chris Granger's 2013 talk on Light Table: [LINK] Where he walks through his process o

Strong rec beders · 2019-04 · on “Show HN: Tetris Implemented in ClojureScript”

I picked on needless complexity due to top-down design not on static typing per se. Here's a good video highlighting the difference of approach. Well worth watching. Applies to how many Java architects would design a solution. I see the same kind of top-down approach happening in the Typescript area as well. [this video]

Strong rec robto · 2021-04 · on “Making a Lego Domino Machine [video]”

This strikes me as a perfect visual example of repl-driven development. I like how he starts very simple and slowly makes it more sophisticated, testing every step of the way. If you've never tried it before, I highly recommend giving it a shot - it's extremely satisfying. I use Clojure, but other lisps also have fantastic repl environments that facilitate this style of development. "Bottom Up vs Top Down Design in Clojure"[0] is the talk that really made it clear to me how to design programs this way. [0] [this video]

Recommends lewisl9029 · 2016-02 · on “Ask HN: Why don't more web projects start with a JVM stack?”

Thanks for the link. That made my day. =) Here's a more realistic comparison between classic Java OOP design vs the more data-oriented approach to design encouraged in functional languages like Clojure for a simple board game: [this video] TL;DW: The classic OOP design of the board game ended up with 22 classes, 11 interfaces, 1 enum in total, with 271 lines of pure skeleton code with no implementation of any game logic whatsoever. The class diagram can be seen here for a better sense of the complexity involved: [this video] The data-oriented design had 31 functions, longest of which is 7 lines, with a grand total of 144 lines of code that implements the entirety of the game logic.

Recommends cygned · 2016-10 · on “Modern Software Over-Engineering Mistakes”

I think, a "Data Driven Development" approach would make a lot of implementations easier. Something as described in this talk: [this video]

Recommends abc_lisper · 2017-01 · on “Making the move from Scala to Go”

I see what you are trying to say. You are saying Clojure is not the right tool to do top-down design. I agree with it. It is however a very good tool to do bottom up design. See [this video]