I get where he's coming from, but I've seen people get this very wrong in practice. They use an algorithm that's indeed faster for small n, which doesn't matter because anything was going to be fast enough for small n, meanwhile their algorithm is so slow for large n that it ends up becoming a production crisis just a year later. They prematurely optimized after all, but for an n that did not need optimization, while prematurely pessimizing for an n that ultimately did need optimization.
Rob Pike’s Rules of Programming (1989)
281–290 of 483 posts
Re: Rob Pike’s Rules of Programming (1989)
#282Can't agree more on 5. I've repeatedly found that any really tricky programming problem is (eventually) solved by iterative refinement of the data structures (and the APIs they expose / are associated with). When you get it right the control flow of a program becomes straightforward to reason about. To address our favorite topic: while I use LLMs to assist on coding tasks a lot, I think they're very weak at this. Cla…
I think rule 5 is often ignored by a lot of distributed services. Where you have to make several calls, each with their own http, db and "security" overhead, when one would do. Then these each end up with caching layers because they are "slow" (in aggregate).
Re: Rob Pike’s Rules of Programming (1989)
#283There are very few phrases in all of history that have done more damage to the project of software development than: "Premature optimization is the root of all evil." First, let's not besmirch the good name of Tony Hoare. The quote is from Donald Knuth, and the missing context is essential. From his 1974 paper, "Structured Programming with go to Statements": "Programmers waste enormous amounts of time thinking about,…
While it might not be necessary to spend hours fine-tuning every function; code optimization should be the mindset of every programmer no matter what they are coding.
How many fewer data centers would we need if all that software running in them was more efficient?
https://didgets.substack.com/p/finding-and-fixing-a-billion-...
Re: Rob Pike’s Rules of Programming (1989)
#284There are very few phrases in all of history that have done more damage to the project of software development than: "Premature optimization is the root of all evil." First, let's not besmirch the good name of Tony Hoare. The quote is from Donald Knuth, and the missing context is essential. From his 1974 paper, "Structured Programming with go to Statements": "Programmers waste enormous amounts of time thinking about,…
Actually, I do not believe devs are to blame, or that CS education is to blame; I believe that's an unfortunate law of society that complexity piles up faster than we can manage it. Of course the economic system rewards shiping today at the expense of tomorrow's maintenance, and also rewards splitting systems in seemingly independent subsystems that are simpler in isolation but results in a more complex machinery (cloud, microservices...)
I'm even wondering if it's not a more fundamental law than that, because adding complexity is always simpler than removing it, right? Kind of a second law of termodynamic for code.
Re: Rob Pike’s Rules of Programming (1989)
#285Can't agree more on 5. I've repeatedly found that any really tricky programming problem is (eventually) solved by iterative refinement of the data structures (and the APIs they expose / are associated with). When you get it right the control flow of a program becomes straightforward to reason about. To address our favorite topic: while I use LLMs to assist on coding tasks a lot, I think they're very weak at this. Cla…
Having implemented my shared of highly complex high-performance algorithms in the past, the key was always to figure out how to massage the raw data into structures that allow the algorithm to fly. It requires both a decent knowledge of the various algorithm options you have, as well as being flexible to see that the data could be presented a different way to get to the same result orders of magnitude faster.
Re: Rob Pike’s Rules of Programming (1989)
#286Earlier quoted context omitted.
Huh, I've always understood that quote very differently, with emphasis on "premature" ... not as in, "don't optimize" but more as in "don't optimize before you've understood the problem" ... or, as a CS professor of mine said "Make it work first, THEN make it work fast" ...
We will optimize it later, we don't have time for that right now, it seems it works fast enough for our needs right now. "Later" never comes and all critical performance issues are either ignored, hot-patched externally with caches of various quality or just with more expensive hardware.
Broken gets fixed, but crappy stays forever
Re: Rob Pike’s Rules of Programming (1989)
#287There are very few phrases in all of history that have done more damage to the project of software development than: "Premature optimization is the root of all evil." First, let's not besmirch the good name of Tony Hoare. The quote is from Donald Knuth, and the missing context is essential. From his 1974 paper, "Structured Programming with go to Statements": "Programmers waste enormous amounts of time thinking about,…
> He was talking about using GOTO statements in C.
I don’t think he was talking about C. That paper is from December 1974, and (early) C is from 1972, and “The UNIX Time-Sharing System” (https://dsf.berkeley.edu/cs262/unix.pdf) is from July 1974, so time wise, he could have known C, but AFAICT that paper doesn’t mention C, and the examples are PL/I or (what to me looks like) pseudocode, using ‘:=’ for assignment, ‘if…fi’ and ‘while…repeat’ for block, ‘go to’ and not C’s ‘goto’, etc.
Re: Rob Pike’s Rules of Programming (1989)
#288"Epigrams in Programming" by Alan J. Perlis has a lot more, if you like short snippets of wisdom :) https://www.cs.yale.edu/homes/perlis-alan/quotes.html > Rule 5. Data dominates. If you've chosen the right data structures and organized things well, the algorithms will almost always be self-evident. Data structures, not algorithms, are central to programming. Always preferred Perlis' version, that might be slightly o…
There's also: >I will, in fact, claim that the difference between a bad programmer and a good one is whether he considers his code or his data structures more important. Bad programmers worry about the code. Good programmers worry about data structures and their relationships. -- Linus Torvalds
> -- Linus Torvalds
What about programmers
- for whom the code is a data structure?
- who formulate their data structures in a way (e.g. in a very powerful type system) such that all the data structures are code?
- who invent a completely novel way of thinking about computer programs such that in this paradigm both code and data structures are just trivial special cases of some mind-blowing concept ζ of which there exist other special cases that are useful to write powerful programs, but these special cases are completely alien from anything that could be called "code" or "data (structures)", i.e. these programmers don't think/worry about code or data structures, but about ζ?
Re: Rob Pike’s Rules of Programming (1989)
#289Of course with experience, you start to feel when the straight forward suboptimal code will cause massive performance issued. In this case it's critical to take action up front to avoid the mess. Its called software architecture, I guess.