How I cut GTA Online loading times by 70%

Holy cow, I'm a very casual gamer, I was excited about the game but when it came out I decided I don't want to wait that long and I'll wait until they sort it out. 2 years later it still sucked. So I abandoned it. But.. this... ?! This is unbelievable. I'm certain that many people left this game because of the waiting time. Then there are man-years wasted (in a way different than desired).

Parsing JSON?! I thought it was some network game logic finding session magic. If this is true that's the biggest WTF I saw in the last few years and we've just finished 2020.

Stunning work just having binary at hand. But how could R* not do this? GTAV is so full of great engineering. But if it was a CPU bottleneck then who works there that wouldn't just be irked to try to nail it? I mean it seems like a natural thing to try to understand what's going on inside when time is much higher than expected even in the case where performance is not crucial. It was crucial here. Almost directly translates to profits. Unbelievable.

I don’t think the lesson here is “be careful when parsing json” so much as it’s “stop writing quadratic code.” The json quadratic algorithm was subtle. I think most people’s mental model of sscanf is that it would be linear in the number of bytes it scans, not that it would be linear in the length of the input. With smaller test data this may have been harder to catch. The linear search was also an example of bad quadratic code that works fine for small inputs.

Some useful lessons might be:

- try to make test more like prod.

- actually measure performance and try to improve it

- it’s very easy to write accidentally quadratic code and the canonical example is this sort of triangular computation where you do some linear amount of work processing all the finished or remaining items on each item you process.

As I read the article, my guess was that it was some terrible synchronisation bug (eg download a bit of data -> hand off to two sub tasks in parallel -> each tries to take out the same lock on something (eg some shared data or worse, a hash bucket but your hash function is really bad so collisions are frequent) -> one process takes a while doing something, the other doesn’t take long but more data can’t be downloaded until it’s done -> the slow process consistently wins the race on some machines -> downloads get blocked and only 1 cpu is being used)

- do not implement your own JSON parser (I mean, really?).

- if you do write a parser, do not use scanf (which is complex and subtle) for parsing, write a plain loop that dispatches on characters in a switch. But really, don't.

I think sscanf is subtle because when you think about what it does (for a given format string), it’s reasonably straightforward. The code in question did sscanf("%d", ...), which you read as “parse the digits at the start of the string into a number,” which is obviously linear. The subtlety is that sscanf doesn’t do what you expect. I think that “don’t use library functions that don’t do what you expect” is impossible advice.

I don’t use my own json parser but I nearly do. If this were some custom format rather than json and the parser still used sscanf, the bug would still happen. So I think json is somewhat orthogonal to the matter.