Here’s the gist of the situation: essentially, the Mersenne Twister is a very widespread pseudorandom number generator (PRNG) that is “the default generator in C compilers, the Python language, the Maple mathematical computation system, and in many other environments,” and Vigna is arguing (in the paper’s title, even) that “it is high time we let go of the Mersenne Twister.”
i will never stop ranting about the mersenne twister WHY IS IT IN EVERY FUCKING LANGUAGE OH MY GOD WHAT IS WRONG WITH PROGRAMMERS AAAAAAAAAAAAAAAAAAAAAAAAAAAAA
— Anna Harren (@garblefart) June 22, 2019
This isn’t the first time that the Mersenne Twister has come under fire (it’s implementation in PHP actually had a typo for some years), but Vigna writes that “knowledge accumulated in the last 20 years suggests that the Mersenne Twister has, in fact, severe defects, and should never be used as a general-purpose pseudorandom number generator. Many of these results are folklore or are scattered through very specialized literature. This paper surveys these results for the non-specialist, providing new, simple, understandable examples, and it is intended as a guide for the final user, or for language implementors, so that they can take an informed decision about whether to use the Mersenne Twister or not.”
Mersenne Twister: small code, small state, high throughput, high-quality random numbers: pick any 0.
— Fabian Giesen (@rygorous) April 28, 2018
So, why are we still using this particular PRNG if it’s plagued by such problems? Vigna offers that “the problems of the Mersenne Twister are not immediately detectable in everyday applications, and most users really interested in the quality of their PRNG will make an informed choice, rather than relying on the stock PRNG of whichever programming environment they are using.”
The Mersenne Twister is a particular type of PRNG called an F2-linear generator and I-Programmer writes that its defects are easily avoided “if you take the bits generated as uniformly distributed in the interval 0 to 1 and then apply a non-linear transformation to a different distribution then the defects go away,” and hence remains popular and in-use.
Vigna, similarly, concludes that, “in particular, linear generators should never be used as general-purpose generators, unless their output is suitably scrambled by combining it with other, nonlinear generators, or by applying nonlinear maps. The current, dangerous ubiquity of the Mersenne Twister as basic PRNG in many environments is a historical artifact that we, as a community, should take care of.”
the mersenne twister sounds like a horrible sex position tbh
— alice (@lostliddell) April 21, 2017
This Week in Programming
- Adios, Perl 6, Hello Raku! That’s right, the long battle has finally ended, with Perl creator Larry Wall finally agreeing to approve renaming Perl 6 to raku, officially separating the language from its predecessor and, hopefully, allowing both to move on in peace and harmony. Time and again, for some years now, we’ve looked at the debate over Perl 5 and Perl 6 and the vast chasm that exists between the two languages — to the point that they are unrelated, many argue — and finally we can move on. In a comment, Wall said he was “in favor of this change, because it reflects an ancient wisdom.” Citing a Biblical quote that essentially boils down to the fact that it’s time to start over and move ahead, the decision was made to rename Perl 6 to Raku, which Perl blogger Ovid writes “will hopefully put to rest many of the deeply divisive arguments people in the Perl community have had over the rename. Though support for a rename was overwhelming, there was a loud minority who objected. But through it all, one thing remained clear: everyone meant well.”
Frontend engineers who also manage infra should be called <div>ops
— Enrique (@chochosmx) October 12, 2019
- Diving Into Errors in Go 1.13: If the error wrapping feature introduced with Go 1.13 was at all confusing to you, the Go team has penned a blog post that goes into all the details on working with errors in Go 1.13 to go into all the details. Basically, they write, “the pattern of one error containing another is so pervasive in Go code that, after extensive discussion, Go 1.13 added explicit support for it” in the form of “three new functions in the errors package, and a new formatting verb for fmt.Errorf.”
- Python Moves on to 3.8.0: The Python community said that Python 3.8.0 is now available, the newest feature release that “contains many new features and optimizations.” To get the full dish, make sure to check out the full article that lays out what’s new in Python 3.8, but here are a few tidbits. The main feature of note, it seems, is the “walrus operator” or “:=”, which assigns values to variables as part of a larger expression and saves some code space. One Reddit user writes that “a very vocal portion of the Python community ran Guido out over assignment expressions” — or, this walrus operator. Another says they expect the walrus operator to be “occasionally useful” at best. Beyond that, there are several other features in Python 3.8 and Packt does a splendid job of examining both the features and the reactions.
You know what? Everything worked before we switched to Kubernetes. Don't @ me.
— Matt Klein (@mattklein123) October 15, 2019
- Inside Rust & Rustup 1.2: The Rust team launched the Inside Rust blog a few weeks back, and the blog has kicked off with a series of team meetings and some deep-dive blog posts, such as the Infrastructure Team Meeting, Compiler Team Triage Meeting, and Lang Team Triage Meeting, and a blog post looking at improving async-await’s “Future is not Send” diagnostic. So, if you’re looking to really dive down into the internals of Rust development, this looks like a good read. Beyond blogging, the Rustup working group has been busy and announced Rustup 1.20.0 this week. Rustup is a Rust installer and the latest version features profiles support, which offers the ability to get the latest available nightly with all the components you need, as well as improvements to the rustup doc command. Basically, profiles support will speed up installation by introducing profiles, which are groups of components. Currently, the profiles are minimal, default, and complete, and are about what you might expect — minimal has just what you need, default includes all the previous components installed by default, and complete is includes all the components available through rustup, including miri and IDE integration tools (rls and rust-analysis).
If you're looking to escape from Kubernetes, this US chart shows states (in grey) where you can hide. (According to Google Trends) pic.twitter.com/j29VOZN07j
— @jordansissel (@jordansissel) October 16, 2019
- AWS Backs Rust in “Promotional Credits”? In a bit more Rust news, AWS has begun sponsoring the Rust Project. Why, you might ask? They cite Rust’s values, which include performance, reliability, and productivity. Also, all the other cool kids like Google, Microsoft, and Mozilla are using Rust, and Lambda, EC2, and S3 all choose “to use Rust in performance-sensitive components.” And don’t forget, they say, they’ve “even open sourced the Firecracker microVM project!” What does this sponsorship mean? Before you get too excited, The Register writes that it basically provides “promotional credits” as part of a general open source sponsorship program by Amazon.
Baa, baa, Kubernetes,
Have you any pods?
Yes sir, yes, sir,
They're all in prod;
One for the master
And one for the node
And for the little service
That can balance the load.
— Madhura Bhave (@madhurabhave23) October 15, 2019
Feature image by Gordon Johnson from Pixabay.