The Origin of Perfect Software

Submitted by andy on Thu, 04/08/2010 - 05:09

In another post, I claimed that software can’t be written with no bugs at all. Well, it turns out that’s not quite true. What I should have said is that writing bug-free software is not possible within the constraints of most software businesses or open-source projects.

But that just doesn’t have the same pizazz, does it?

The trouble is that software businesses exist to make money, and open source projects exist to give developers interesting things to do and exposure. (Naturally, there are some exceptions in both camps, but if you imagine that’s always true, you won’t be too far off.) And if these are the goals you’re chasing — customers and money, or interesting problems and exposure — you don’t end up with perfect software. You go broke or get bored before you get there.

Hence, perfect software can only be written by a few unusual organizations. And of these few unusual organizations, few write perfect software at all, and among those that have written perfect software, few of them do it all the time. So, while perfect software is not a never kind of thing, it is a few ^ 3 = really ?*#$%@! rare kind of thing. Fortunately, though, there are a few examples we can look at.

Take qmail and djbdns, for instance. Both programs are written by one guy, Dan Bernstein, who is an absolute security fiend. (I think he has a Bruce Schneier poster on the ceiling over his bed.) He wrote both of these programs from the ground up to be perfect and secure, and it’s hard to say he didn’t succeed: the two projects have had about ten (minor) bugs between them and zero security bugs since djbdns was introduced in 1991. If you’re not from the software world, that is an absolutely extraordinary achievement for open-source software that is as widely used and well-scrutinized as qmail and djbdns are. (Now I’m sure he has a Bruce Schneier poster over his bed.)

But note how unusual the qmail and djbdns “team” is, though. Bernstein wrote these programs alone, which means everyone working on the project knows exactly how everything works and exactly what’s going on at all times. This eliminates communication errors and the bugs those errors cause. Of course, it doesn’t hurt that the whole team is made up of damn fine, highly motivated, security-oriented coder(s), either. Maybe most important, though, both programs were written for academic reasons on an essentially unlimited development schedule. (He’s also incredibly ~~dedicated~~ crazy — he famously said that he won’t be satisfied until he’s put the entire security industry out of work — but I’m not convinced that being a little crazy doesn’t actually help with writing good software.)

Each of these factors is critical to the quality of qmail and djbdns. Without all of these elements — a dedicated team of excellent programmers, working closely together, with a primary goal of perfection, in a liberal development environment — qmail and djbdns wouldn’t be perfect. And I’m pretty comfortable claiming that such an environment exists nowhere in the business setting.

If you know differently, are you taking applications?

There is, however, another good example of such an environment in government, of all places. NASA’s DPS, better known as “the Software that Runs the Space Shuttle,” is another good example of perfect software.

It’s easy to see why the software controlling the Space Shuttle is perfect: it has to be. It controls a $1.7 billion dollar machine that was motivated by a Presidential declaration and travels at thousands of miles per hour on international television. (Oh, and it’s responsible for the safety of 6 of the nation’s greatest minds at any given time. So there’s that, too.) Perfection is not a goal here, it’s a requirement.

Exactly how perfect is it? A good Fast Copmany article about DPS says it well:

What makes [DPS] remarkable is how well [it] works. This software never crashes. It never needs to be re-booted. This software is bug-free. It is perfect, as perfect as human beings have achieved. Consider these stats : the last three versions of the program — each 420,000 lines long-had just one error each. The last 11 versions of this software had a total of 17 errors. Commercial programs of equivalent complexity would have 5,000 errors.

So, pretty damn perfect.

How’d they do it? Both the development process and the team used to build DPS have been the subject of several studies and articles, and the consensus is that they’re both pretty unusual.

The team is comprised of 260 Lockheed Martin employees in Clear Lake, Texas who have been hand-selected specifically for their ability to write complex software correctly. These people are the best of the best of the best (sir!). (Contrast this with the quality of your average amateur web developer. It’s amazing that someone hasn’t accidentally the whole internet yet.)

The process is unusual because hitting milestones and delivering on schedule is not the highest priority, eliminating bugs is. For NASA, if they’re not sure the Space Shuttle launch will be perfect, the launch doesn’t happen. That’s exactly the right attitude for writing perfect software. The team is also unusually well-funded, with an annual budget of $35 million to maintain a 420,000-line codebase. So you could cover your kid’s tuition for 4 years of public, in-state university education on 120 lines of this program.

But the most critical difference between other software and DPS is much simpler: purpose. DPS does not exist to make money; it exists to land people on the ?*#$%@! moon. Just as an exercise, think about the mindset you’d have if you worked on sending men to the moon as opposed to Microsoft Word. (I’ll wait while your brain explodes.)

Does all this sound familiar? We find the same elements here as we found in DJB’s projects: a dedicated team of excellent programmers, working closely together, with a primary goal of perfection, in a liberal development environment. It’s like a theme or something.

But the really important takeaway from these examples is that none of these programs has “making money,” “marketing myself,” or even “doing interesting work” on its list of goals. For these projects, “making perfect software” is the only goal even on the radar. It is this observation that has led me to formulate The Golden Rules of How Not To Write Perfect Software:

Put “writing perfect software” anywhere but first on your list of goals
Put “making money,” “doing interesting work,” or “marketing myself” anywhere on that list

If you do either of these things, you’re guaranteed not to write perfect software. If perfection is not the first-order goal, or if self-interest is a goal on a project at any level, then diminishing returns will always result in software that is not perfect. Perfect software isn’t something you achieve by side-effect while pursuing other goals. Perfect software is something you can only achieve by pursuing perfect software.

And on that note, I’ll leave you with one more thought on the subject from the Godfather of Computer Science:

Software is hard.
— Donald Knuth

Rock on, Dr. Knuth. Rock on.

Imperfection: a plausible engineering tradeoff

Submitted by Keith Braithwaite (not verified) on Thu, 04/08/2010 - 21:05.

Why would you want perfect software?

In passing one may observe that on at least one occasion NASA were pretty cavalier about launching the shuttle under circumstances where the engineering talent were telling them that it should not fly. Management overruled engineering and killed 7 people on live television. I’m not being flippant. Defect-free software is, in the case of the Shuttle, as in every other case, only part of a bigger picture.

Meanwhile, I find the software-containing systems that run the PSTN much more impressive that the Shuttle flight systems. An STS flies, what, a couple of times a year for a few days at a time? Some sub-systems within the PSTN run at about 5 nines availability (that’s a maximum of five and a half minutes downtime per year) basically forever. The code inside a switch is very solid, but strangely unglamorous. But Cisco, and Ericsson and the rest of the switch vendors are very much profit making corporations.

Note that the software inside a switch doesn’t need to be “perfect” to achieve that high availability for the system. Instead the system is engineered to accommodate the (rare) failures of the (very high quality) software inside it, to fail functional and to self-heal. This is much cheaper and much easier than making the software perfect, and that’s a smart and commercially effective engineering tradeoff. Engineering is all about making the right tradeoffs and right compromises to make a profitable product—perfection has very little place in almost any engineering situation exactly because perfection takes too long and costs too much.

But imperfect code does not have to lead to fatally compromised systems, so long as the systems themselves are well engineered.

So, why would one want “perfect” software?

Good point: Failing is usually cheaper

Submitted by andy on Thu, 04/08/2010 - 21:32.

should you go to all the trouble of making a program that never crashes, or make a program that rarely crashes and recovers quickly when it happens? in almost all cases — and routers are a great example — the latter option is preferable because it’s so much cheaper.

but there are cases in software where “almost never” simply won’t cut it. the Space Shuttle is a good example, i think. and software that manages high volumes of sensitive data, like qmail, had better not expose my bits to the world or i’ll be mad.

so your point is well taken: failing every now and then and cleaning up after yourself is fine in most cases. but there are still those lingering few where perfect software is the only option.

"programs" aren't the right granularity

Submitted by Keith Braithwaite (not verified) on Thu, 04/08/2010 - 22:04.

The programs that run in the Shuttle don’t actually have to be perfect, and they might not be.

The whole Shuttle system arguably does need to be perfect (and demonstrably is not perfect). It contains multiple redundant sub-systems, including multiple redundant programs in order to more nearly approach prefection. Those programs do need to be of very, very high quality and they are. They don’t absolutely need to be perfect, and I don’t think it’s known for sure that they are—I don’t know that the code has been proven correct, for example. It seems unlikely.

So I’m wondering if there is a place that really needs really perfect programs?

I can see that you have a strong desire for qmail to be perfect—what I wonder if is there is any point to pouring the effort into making an MTA perfect (as opposed to, say, only very much better than sendmail) given how other many bits of plumbing of unknown perfection are involved in getting an email from me to you.

Is there much left? Things that look as if they need perfect programs don’t really, because larger system effects take care of the whole-system behaviours. And things where we would like perfection are subverted by an imperfect context (a larger system, once again).

A better argument for perfect programs might be as works of art. A perfect program could very well be its own justification.

depends on how your programs are organized

Submitted by andy on Thu, 04/08/2010 - 22:36.

in a perfect world, i think we’d all want perfect software. no one would rather have buggy software than perfect software. so, the choice between perfect and good software is motivated entirely by practical concerns, primarily economics. i think that’s an important context for the discussion.

now, in more direct response to your comment: if your program is monolithic, like sendmail, then if any part of the program crashes, the whole program crashes. that’s an undesirable outcome. :) more modular systems have more flexibility on that dimension, as you say.

i don’t have a particularly strong desire for qmail to be perfect, except perhaps that i just wrote an article claiming that it is. :) but i think there is value in having an MTA that is functionally perfect. (i think you’d agree with me if you worked in IT and were responsible for getting all the business people there emails right now, dammit. :) but i agree, the distance between perfect software and functionally perfect software is small, but not zero, so it’s a fair distinction. and your argument about how much the MTA matters when there are 50 other parts of the stack that can (and do) break down at any time is well-received, too. At the point where your MTA is more reliable than the other parts of your system, you should make the other parts of your system more reliable before you put any more work into the MTA. otherwise it’s wasted effort.

beyond that, though, i think we fall into a semantical argument over the meaning of “perfect” in this context. is “perfect” a property of the behavior of a piece of software, so a perfect program is simply one which has never given an incorrect output, but which may one day given an incorrect output for some input? or is perfect software completely free of defects of any kind?

with the tools available today, proving software meets the second definition is impossible. the first, however, is apt to describe the Space Shuttle software, for example. no crashes of the Space Shuttle have been caused by its software; both the Challenger tragedy and the Columbia tragedy were the result of physical failures of the Space Shuttle itself as opposed to its software.

but perhaps even the first definition is too strict. it’s impossible to rule out that the Space Shuttle software ever output a single wrong character on a single display. instead, a better definition for perfect software might be software that has never impeded its operators’ work. so, perfect software has never required a workaround, or provided an incorrect output for consumption by its user, or crashed, and so on.

from that perspective, more software seems perfect than we’ve mentioned, and perfection in software is as much a property of its design and use case as of its physical code. if your software is designed to fail, but to manage those failures in a way that is transparent to the user, isn’t that software functionally perfect? so maybe we’re just splitting hairs.

but i love the idea of software as art. i consider most of my code poetry, anyway. :)

All absolutes are dangerous (including this one)

Submitted by Keith Braithwaite (not verified) on Thu, 04/08/2010 - 22:54.

“perfect” is a word which invites hair splitting ;)

And pedantry: according to this page qmail is arguably neither functionally correct (it is at variance with some relevant RFCs) nor perfect in the absolute (it contains known defects).

Although no software defect has ever caused a Shuttle to crash, there have been cases where a launch was delayed because the multiple redundant programs fell out of agreement. On the face of it, at least one of them must have produced incorrect output.

Whatever it might mean for a program to be “perfect” (and I agree with you that this has a lot to do with the context within which it the program is used) I suspect that not much is to be gained from any deeper discussion of the possibility that we’ve done here. And maybe not much from that. It’s fun to think about, though.

Regarding a parallel with poetry, did you ever come across Dick Gabriel’s idea for a Master of Fine Arts in Programming?

Well now I want to go back to school

Submitted by andy on Thu, 04/08/2010 - 23:07.

no, i hadn’t. but what an interesting idea. but google, amazing as ever, has lead me right to it. i’ll have a read on it. thanks for the pointer!

There is no perfect

Submitted by Kelvin (not verified) on Fri, 04/09/2010 - 15:26.

To claim that software is perfect is like saying like you reached a mathematical limit. You can get really close where your given threshold is trivial, but you can never say that your program will perform perfectly in all situations for eternity.

All that we can say is that the DPS has not yet failed and will not fail for all known inputs into the program. There are inevitably situations that they have not thought of. The measure of perfection are bugs that are detected by test cases written by humans. Is the chance of failure 0.0002% perfect? or is 0.0001% perfect? In my opinion, there is no absolute perfect software, just software that is closer to perfect than others.

Difference between "provably perfect" and "functionally perfect"

Submitted by andy on Fri, 04/09/2010 - 15:46.

i totally agree with you: there is no (non-trival) program that is provably perfect. with the tools we have right now (denotational semantics, Hoare logic, etc.), proving program correctness for non-trivial programs is either totally impractical or flat-out impossible.

however, i think it is possible to approach functional perfection in software. if a program is built on a rigorous framework of invariants (outputs from sensor X range from A to B, this list always has length 10, etc.), then it is possible to reason about and “make guarantees” about (here a weak form of “prove properties of”) the behavior of that program in all cases. it’s hard, and it’s easy to get wrong, but with enough time and skill, you can do it. i think the Space Shuttle software is a good example of this.

but, you’re right: if your assumptions are wrong, you end up with the Ariane 5 disaster.

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The Origin of Perfect Software

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