Search Results: "will"

22 August 2023

Scarlett Gately Moore: KDE: A Day in the Life the KDE Snapcrafter Part 2

KDE MascotKDE Mascot
Much to my dismay, I figured out that my blog has been disabled on the Ubuntu planet since May. If you are curious about what I have been up to, please go to the handy links -> and read up! This post is a continuation of last weeks https://www.scarlettgatelymoore.dev/kde-a-day-in-the-life-of-the-kde-snapcrafter/ IMPORTANT: I am still looking for a super awesome team lead for a super amazing project involving KDE and Snaps. Time is running out and well the KDE world will be a better a better place if this project goes through! I would like to clarify, this is a paid position! A current KDE developer would be ideal as it is a small team so your time will be split managing and coding alike. If you or anyone you know might be interested please contact me ASAP! Snaps: I am wrapping up the 23.04.3 KDE applications release! Head on over to https://snapcraft.io/search?q=KDE and enjoy! We are now up to 180 snaps! PIM snaps will be slowly rolling in as they go through manual reviews for D-Bus. Snapcraft: minor fix in qmake plugin found by ruff. Launchpad: I almost have approval for per application repository snapcraft files, but I have to prove it will work to our benefit and not cause loads of polling etc. So I have been testing various methods of achieving such a task, and so far I have come up with launchpads ability to watch and download release tarballs into a project. I will then need to script getting the tarball and pushing it to a bzr branch from which I can create a proper snap recipe. Unfortunately, my proper snap recipe fails! Hopefully a very helpful cjwatson will chime in, or if anyone wants to take a gander please chime in here: https://bugs.launchpad.net/launchpad/+bug/2031307 As reality sets in that my project may not happen if I don t find anyone, I need help surviving until I find work or funding to continue my snap work ( still much to do! ) If you or anyone else you know enjoys our snaps please consider a donation, anything helps! Please share! Thank you for your consideration!

21 August 2023

Melissa Wen: AMD Driver-specific Properties for Color Management on Linux (Part 1)

TL;DR: Color is a visual perception. Human eyes can detect a broader range of colors than any devices in the graphics chain. Since each device can generate, capture or reproduce a specific subset of colors and tones, color management controls color conversion and calibration across devices to ensure a more accurate and consistent color representation. We can expose a GPU-accelerated display color management pipeline to support this process and enhance results, and this is what we are doing on Linux to improve color management on Gamescope/SteamDeck. Even with the challenges of being external developers, we have been working on mapping AMD GPU color capabilities to the Linux kernel color management interface, which is a combination of DRM and AMD driver-specific color properties. This more extensive color management pipeline includes pre-defined Transfer Functions, 1-Dimensional LookUp Tables (1D LUTs), and 3D LUTs before and after the plane composition/blending.
The study of color is well-established and has been explored for many years. Color science and research findings have also guided technology innovations. As a result, color in Computer Graphics is a very complex topic that I m putting a lot of effort into becoming familiar with. I always find myself rereading all the materials I have collected about color space and operations since I started this journey (about one year ago). I also understand how hard it is to find consensus on some color subjects, as exemplified by all explanations around the 2015 online viral phenomenon of The Black and Blue Dress. Have you heard about it? What is the color of the dress for you? So, taking into account my skills with colors and building consensus, this blog post only focuses on GPU hardware capabilities to support color management :-D If you want to learn more about color concepts and color on Linux, you can find useful links at the end of this blog post.

Linux Kernel, show me the colors ;D DRM color management interface only exposes a small set of post-blending color properties. Proposals to enhance the DRM color API from different vendors have landed the subsystem mailing list over the last few years. On one hand, we got some suggestions to extend DRM post-blending/CRTC color API: DRM CRTC 3D LUT for R-Car (2020 version); DRM CRTC 3D LUT for Intel (draft - 2020); DRM CRTC 3D LUT for AMD by Igalia (v2 - 2023); DRM CRTC 3D LUT for R-Car (v2 - 2023). On the other hand, some proposals to extend DRM pre-blending/plane API: DRM plane colors for Intel (v2 - 2021); DRM plane API for AMD (v3 - 2021); DRM plane 3D LUT for AMD - 2021. Finally, Simon Ser sent the latest proposal in May 2023: Plane color pipeline KMS uAPI, from discussions in the 2023 Display/HDR Hackfest, and it is still under evaluation by the Linux Graphics community. All previous proposals seek a generic solution for expanding the API, but many seem to have stalled due to the uncertainty of matching well the hardware capabilities of all vendors. Meanwhile, the use of AMD color capabilities on Linux remained limited by the DRM interface, as the DCN 3.0 family color caps and mapping diagram below shows the Linux/DRM color interface without driver-specific color properties [*]: Bearing in mind that we need to know the variety of color pipelines in the subsystem to be clear about a generic solution, we decided to approach the issue from a different perspective and worked on enabling a set of Driver-Specific Color Properties for AMD Display Drivers. As a result, I recently sent another round of the AMD driver-specific color mgmt API. For those who have been following the AMD driver-specific proposal since the beginning (see [RFC][V1]), the main new features of the latest version [v2] are the addition of pre-blending Color Transformation Matrix (plane CTM) and the differentiation of Pre-defined Transfer Functions (TF) supported by color blocks. For those who just got here, I will recap this work in two blog posts. This one describes the current status of the AMD display driver in the Linux kernel/DRM subsystem and what changes with the driver-specific properties. In the next post, we go deeper to describe the features of each color block and provide a better picture of what is available in terms of color management for Linux.

The Linux kernel color management API and AMD hardware color capabilities Before discussing colors in the Linux kernel with AMD hardware, consider accessing the Linux kernel documentation (version 6.5.0-rc5). In the AMD Display documentation, you will find my previous work documenting AMD hardware color capabilities and the Color Management Properties. It describes how AMD Display Manager (DM) intermediates requests between the AMD Display Core component (DC) and the Linux/DRM kernel interface for color management features. It also describes the relevant function to call the AMD color module in building curves for content space transformations. A subsection also describes hardware color capabilities and how they evolve between versions. This subsection, DC Color Capabilities between DCN generations, is a good starting point to understand what we have been doing on the kernel side to provide a broader color management API with AMD driver-specific properties.

Why do we need more kernel color properties on Linux? Blending is the process of combining multiple planes (framebuffers abstraction) according to their mode settings. Before blending, we can manage the colors of various planes separately; after blending, we have combined those planes in only one output per CRTC. Color conversions after blending would be enough in a single-plane scenario or when dealing with planes in the same color space on the kernel side. Still, it cannot help to handle the blending of multiple planes with different color spaces and luminance levels. With plane color management properties, userspace can get a more accurate representation of colors to deal with the diversity of color profiles of devices in the graphics chain, bring a wide color gamut (WCG), convert High-Dynamic-Range (HDR) content to Standard-Dynamic-Range (SDR) content (and vice-versa). With a GPU-accelerated display color management pipeline, we can use hardware blocks for color conversions and color mapping and support advanced color management. The current DRM color management API enables us to perform some color conversions after blending, but there is no interface to calibrate input space by planes. Note that here I m not considering some workarounds in the AMD display manager mapping of DRM CRTC de-gamma and DRM CRTC CTM property to pre-blending DC de-gamma and gamut remap block, respectively. So, in more detail, it only exposes three post-blending features:
  • DRM CRTC de-gamma: used to convert the framebuffer s colors to linear gamma;
  • DRM CRTC CTM: used for color space conversion;
  • DRM CRTC gamma: used to convert colors to the gamma space of the connected screen.

AMD driver-specific color management interface We can compare the Linux color management API with and without the driver-specific color properties. From now, we denote driver-specific properties with the AMD prefix and generic properties with the DRM prefix. For visual comparison, I bring the DCN 3.0 family color caps and mapping diagram closer and present it here again: Mixing AMD driver-specific color properties with DRM generic color properties, we have a broader Linux color management system with the following features exposed by properties in the plane and CRTC interface, as summarized by this updated diagram: The blocks highlighted by red lines are the new properties in the driver-specific interface developed by me (Igalia) and Joshua (Valve). The red dashed lines are new links between API and AMD driver components implemented by us to connect the Linux/DRM interface to AMD hardware blocks, mapping components accordingly. In short, we have the following color management properties exposed by the DRM/AMD display driver:
  • Pre-blending - AMD Display Pipe and Plane (DPP):
    • AMD plane de-gamma: 1D LUT and pre-defined transfer functions; used to linearize the input space of a plane;
    • AMD plane CTM: 3x4 matrix; used to convert plane color space;
    • AMD plane shaper: 1D LUT and pre-defined transfer functions; used to delinearize and/or normalize colors before applying 3D LUT;
    • AMD plane 3D LUT: 17x17x17 size with 12 bit-depth; three dimensional lookup table used for advanced color mapping;
    • AMD plane blend/out gamma: 1D LUT and pre-defined transfer functions; used to linearize back the color space after 3D LUT for blending.
  • Post-blending - AMD Multiple Pipe/Plane Combined (MPC):
    • DRM CRTC de-gamma: 1D LUT (can t be set together with plane de-gamma);
    • DRM CRTC CTM: 3x3 matrix (remapped to post-blending matrix);
    • DRM CRTC gamma: 1D LUT + AMD CRTC gamma TF; added to take advantage of driver pre-defined transfer functions;
Note: You can find more about AMD display blocks in the Display Core Next (DCN) - Linux kernel documentation, provided by Rodrigo Siqueira (Linux/AMD display developer) in a 2021-documentation series. In the next post, I ll revisit this topic, explaining display and color blocks in detail.

How did we get a large set of color features from AMD display hardware? So, looking at AMD hardware color capabilities in the first diagram, we can see no post-blending (MPC) de-gamma block in any hardware families. We can also see that the AMD display driver maps CRTC/post-blending CTM to pre-blending (DPP) gamut_remap, but there is post-blending (MPC) gamut_remap (DRM CTM) from newer hardware versions that include SteamDeck hardware. You can find more details about hardware versions in the Linux kernel documentation/AMDGPU Product Information. I needed to rework these two mappings mentioned above to provide pre-blending/plane de-gamma and CTM for SteamDeck. I changed the DC mapping to detach stream gamut remap matrixes from the DPP gamut remap block. That means mapping AMD plane CTM directly to DPP/pre-blending gamut remap block and DRM CRTC CTM to MPC/post-blending gamut remap block. In this sense, I also limited plane CTM properties to those hardware versions with MPC/post-blending gamut_remap capabilities since older versions cannot support this feature without clashes with DRM CRTC CTM. Unfortunately, I couldn t prevent conflict between AMD plane de-gamma and DRM plane de-gamma since post-blending de-gamma isn t available in any AMD hardware versions until now. The fact is that a post-blending de-gamma makes little sense in the AMD color pipeline, where plane blending works better in a linear space, and there are enough color blocks to linearize content before blending. To deal with this conflict, the driver now rejects atomic commits if users try to set both AMD plane de-gamma and DRM CRTC de-gamma simultaneously. Finally, we had no other clashes when enabling other AMD driver-specific color properties for our use case, Gamescope/SteamDeck. Our main work for the remaining properties was understanding the data flow of each property, the hardware capabilities and limitations, and how to shape the data for programming the registers - AMD color block capabilities (and limitations) are the topics of the next blog post. Besides that, we fixed some driver bugs along the way since it was the first Linux use case for most of the new color properties, and some behaviors are only exposed when exercising the engine. Take a look at the Gamescope/Steam Deck Color Pipeline[**], and see how Gamescope uses the new API to manage color space conversions and calibration (please click on the image for a better view): In the next blog post, I ll describe the implementation and technical details of each pre- and post-blending color block/property on the AMD display driver. * Thank Harry Wentland for helping with diagrams, color concepts and AMD capabilities. ** Thank Joshua Ashton for providing and explaining Gamescope/Steam Deck color pipeline. *** Thanks to the Linux Graphics community - explicitly Harry, Joshua, Pekka, Simon, Sebastian, Siqueira, Alex H. and Ville - to all the learning during this Linux DRM/AMD color journey. Also, Carlos and Tomas for organizing the 2023 Display/HDR Hackfest where we have a great and immersive opportunity to discuss Color & HDR on Linux.

Russ Allbery: Review: Some Desperate Glory

Review: Some Desperate Glory, by Emily Tesh
Publisher: Tordotcom
Copyright: 2023
ISBN: 1-250-83499-6
Format: Kindle
Pages: 438
Some Desperate Glory is a far-future space... opera? That's probably the right genre classification given the setting, but this book is much more intense and character-focused than most space opera. It is Emily Tesh's first novel, although she has two previous novellas that were published as books. The alien majo and their nearly all-powerful Wisdom have won the war by destroying Earth with an antimatter bomb. The remnants of humanity were absorbed into the sprawling majo civilization. Gaea Station is the lone exception: a marginally viable station deep in space, formed from a lifeless rocky planetoid and the coupled hulks of the last four human dreadnoughts. Gaea Station survives on military discipline, ruthless use of every available resource, and constant training, raising new generations of soldiers for the war that it refuses to let end. While Earth's children live, the enemy shall fear us. Kyr is a warbreed, one of a genetically engineered line of soldiers that, following an accident, Gaea Station has lost the ability to make except the old-fashioned way. Among the Sparrows, her mess group, she is the best at the simulated combat exercises they use for training. She may be the best of her age cohort except her twin Magnus. As this novel opens, she and the rest of the Sparrows are about to get their adult assignments. Kyr is absolutely focused on living up to her potential and the attention of her uncle Jole, the leader of the station. Kyr's future will look nothing like what she expects. This book was so good, and I despair of explaining why it was so good without unforgivable spoilers. I can tell you a few things about it, but be warned that I'll be reduced to helpless gestures and telling you to just go read it. It's been a very long time since I was this surprised by a novel, possibly since I read Code Name: Verity for the first time. Some Desperate Glory follows Kyr in close third-person throughout the book, which makes the start of this book daring. If you're getting a fascist vibe from the setup, you're not wrong, and this is intentional on Tesh's part. But Kyr is a true believer at the start of the book, so the first quarter has a protagonist who is sometimes nasty and cruel and who makes some frustratingly bad decisions. Stay with it, though; Tesh knows exactly what she's doing. This is a coming of age story, in a way. Kyr has a lot to learn and a lot to process, and Some Desperate Glory is about that process. But by the middle of part three, halfway through the book, I had absolutely no idea where Tesh was going with the story. She then pulled the rug out from under me, in the best way, at least twice more. Part five of this book is an absolute triumph, the payoff for everything that's happened over the course of the novel, and there is no way I could have predicted it in advance. It was deeply satisfying in that way where I felt like I learned some things along with the characters, and where the characters find a better ending than I could possibly have worked out myself. Tesh does use some world-building trickery, which is at its most complicated in part four. That was the one place where I can point to a few chapters where I thought the world-building got a bit too convenient in order to enable the plot. But it also allows for some truly incredible character work. I can't describe that in detail because it would be a major spoiler, but it's one of my favorite tropes in fiction and Tesh pulls it off beautifully. The character growth and interaction in this book is just so good: deep and complicated and nuanced and thoughtful in a way that revises reader impressions of earlier chapters. The other great thing about this book is that for a 400+ page novel, it moves right along. Both plot and character development is beautifully paced with only a few lulls. Tesh also doesn't belabor conversations. This is a book that provides just the right amount of context for the reader to fully understand what's going on, and then trusts the reader to be following along and moves straight to the next twist. That makes it propulsively readable. I had so much trouble putting this book down at any time during the second half. I can't give any specifics, again because of spoilers, but this is not just a character story. Some Desperate Glory has strong opinions on how to ethically approach the world, and those ethics are at the center of the plot. Unlike a lot of books with a moral stance, though, this novel shows the difficulty of the work of deriving that moral stance. I have rarely read a book that more perfectly captures the interior experience of changing one's mind with all of its emotional difficulty and internal resistance. Tesh provides all the payoff I was looking for as a reader, but she never makes it easy or gratuitous (with the arguable exception of one moment at the very end of the book that I think some people will dislike but that I personally needed). This is truly great stuff, probably the best science fiction novel that I've read in several years. Since I read it (I'm late on reviews again), I've pushed it on several other people, and I've not had a miss yet. The subject matter is pretty heavy, and this book also uses several tropes that I personally adore and am therefore incapable of being objective about, but with those caveats, this gets my highest possible recommendation. Some Desperate Glory is a complete story in one novel with a definite end, although I love these characters so much that I'd happily read their further adventures, even if those are thematically unnecessary. Content warnings: Uh, a lot. Genocide, suicide, sexual assault, racism, sexism, homophobia, misgendering, and torture, and I'm probably forgetting a few things. Tesh doesn't linger on these long, but most of them are on-screen. You may have to brace yourself for this one. Rating: 10 out of 10

20 August 2023

Debian Brasil: Debian Day 30 years in Brazil

This year's Debian day was a pretty special one, we are celebrating 30 years! Giving the importance of this event, the Brazilian community planned a very special week. Instead of only local gatherings, we had a week of online talks streamed via Debian Brazil's youtube channel (soon the recordings will be uploaded to Debian's peertube instance). Nonetheless the local celebrations happened around the country and I've organized one in S o Carlos with the help of GELOS, the FLOSS group at University of S o Paulo. The event happened on August 19th and went on the whole afternoon. We had some talks about Debian and free software (see table below), a coffee break where we had the chance to talk, and finished with a group photo (check this one and many others below). Actually, it wasn't the end, we carried on the conversation about Debian and free software in a local bar :-) We had around 30 people in the event and reached a greater audience via the announcements across the university's press releases and emails sent to our Brazilian mailing lists. You can check some of them below. Below you can check the list of talks.
Time Author Title
14:10 GELOS Intro to GELOS
14:30 Carlos Melara (Charles) A not so Brief Introdution to the Debian Project
15:15 Guilherme Paix o Debian and the Free Culture
15:45 z Free Software: the paths to a free life
16:15 -- Coffee Break
17:15 Prof. Dr. Francisco Jos Monaco The FOSS Ecosystem and You
Here are some photos taken during the event! Preparation for Debian Day
Getting things ready for the event. Intro to GELOS
Intro to GELOS talk. Debian intro
A not so Brief Introdution to the Debian Project talk. Everyone knows Debian
Everyone already knew Debian! Free software
Debian and the Free Culture talk Auditorium
People in the auditorium space. Free software
Free Software: the paths to a free life talk Coffee Break
Coffee Break. FOSS Ecosystem
The FOSS Ecosystem and You talk. Group photo
Group photo. Celebration afterwards
Celebration goes on in the bar.

Russell Coker: GPT Systems and Relationships

Sam Hartman wrote an interesting blog post about his work as a sex and intimacy educator and how GPT systems could impact that [1]. I ve read some positive reviews of Replika a commercial system that is somewhat promoted as a counsellor [2], so I decided to try it out. In my brief trial it seemed to be using all the methods that Android pay to play games are known for. Having multiple types of in-game currency, pay to buy new clothes etc for your friend, etc. Basically it seems pretty horrible. I didn t pay for it and the erotic and romantic features all require payment so I didn t test that. When thinking about this logically, having a system designed to deal with people when they are vulnerable (either being in a romantic relationship or getting counselling) that uses manipulative techniques to get money from them can t have a good result. So a free software system seems the best option. When I first learned of virtual girlfriends I never thought I would feel compelled to advocate for a free software virtual dating program, but that s where the world has got to. Virtual girlfriends have been around for years now. Several years ago I watched a documentary about their use in Japan. It seemed a bit strange when a group of men who had virtual girlfriends had a dinner party with their tablets and phones propped up so their girlfriends could join in as they all appeared to be dating the same girl. The documentary didn t go in to enough detail to cover whether the girlfriend app could learn or be customised enough that they would seem to have different personalities. Virtual boyfriends have also been around for a while apparently without most people noticing. I just Googled it and found a review of a virtual boyfriend app published in 2016! One thing that will probably concern people is the possibility for virtual dating systems to be used for inappropriate things. That is a reasonable thing to be concerned about but I don t think it s possible to prevent technology that has already been released from doing such things. As a general rule technology can always be used for good and bad things so we need to just make it easy to do good things and let the legal system develop ways of dealing with the bad things.

18 August 2023

Scarlett Gately Moore: KDE: A day in the life of the KDE snapcrafter!

KDE MascotKDE Mascot
As mentioned last week, I am still looking for a super awesome team lead for a super amazing project involving KDE and Snaps. Time is running out and well the KDE world will be a better a better place if this project goes through! I would like to clarify, this is a paid position! A current KDE developer would be ideal as it is a small team so your time will be split managing and coding alike. If you or anyone you know might be interested please contact me ASAP! On to snappy things I have achieved this week: Most 23.04.3 is done, I am just testing them now. New applications: kmymoney ( Thanks Carlos! ), kde-dev-utils, and kxstitch ( Thanks Jeremy! ) With that said, I have seen on the internets candidate channel apps being promoted. Please use this channel with utmost care as they are being tested and could quite possibly be very broken! Still working on some QML issues with kirigami platform not found. I have begun the launchpad build issues journey and have been kindly pointed to using snap recipes on launchpad so we aren t doing public uploads which creates temporary recipes to build and cannot be bumped priority wise. So I have sent the request into the kde-devel arena to revisit having per repository snapcraft files ( rejected in the past ) as they do with flatpak files. So far I am getting positive feedback and hopefully this will go through. Once it does I can move forward with fully automating application new releases. Hooray! This week I jumped into the xdg-desktop-portals rabbithole while working on https://bugs.kde.org/show_bug.cgi?id=473003 for neochat. After fixing it with adding plug password-manager-service I am told that auto-connect on that one is discouraged and the libsecret should work out of the box with portals. I found and joined just in time a snapcrafter google meet and we had a long conversation spitballing and testing our portal support. At least in Neon it appears to be broken. I now have some things to do and test to see that we get this functional. Most of our online apps are affected. For now though snap connect neochat:password-manager-service :password-manager-service does work. Auto-connect was rejected as it exposes to much. Understandable. I have started a new thread on the KDE forums for users to ask any questions, or let me know of any issues you may have related to snaps here: https://discuss.kde.org/t/all-things-snaps-questions-concerns-praise/4033 come join the conversation! In the snapcraft arena I have fixed my PR for the much needed qmake plugin! This should be merged and rolled out in the very near future! I would like to continue my hard work on snap things regardless of the project going through. Unfortunately, to do so, I must ask for donations as life isn t free. I am working on self sufficiency but even that costs money to get started! KDE snaps are used by 1.7 million active devices! I do ask that if you use KDE snaps and find my work useful, or know someone that does, to please consider donating to keep my momentum going. There is still much work to be done with Qt6 rolling out. I would like to work on the KDE Plasma snap and KDE PIM suite of apps ( I have started on this ). Even if you can t help, please share! Thank you for your consideration! I have a new donation form for anyone that doesn t like gofundme here:
Gofund me:

Dirk Eddelbuettel: #43: r2u Faster Than the Alternatives

Welcome to the 43th post in the $R^4 series. And with that, a good laugh. When I set up Sunday s post, I was excited enough about the (indeed exciting !!) topic of r2u via browser or vscode that I mistakenly labeled it as the 41th post. And overlooked the existing 41th post from July! So it really is as if Douglas Adams, Arthur Dent, and, for good measure, Dirk Gently, looked over my shoulder and declared there shall not be a 42th post!! So now we have two 41th post: Sunday s and July s. Back the current topic, which is of course r2u. Earlier this week we had a failure in (an R based) CI run (using a default action which I had not set up). A package was newer in source than binary, so a build from source was attempted. And of course failed as it was a package needing a system dependency to build. Which the default action did not install. I am familiar with the problem via my general use of r2u (or my r-ci which uses it under the hood). And there we use a bspm variable to prefer binary over possibly newer source. So I was curious how one would address this with the default actions. It so happens that the same morning I spotted a StackOverflow question on the same topic, where the original poster had suffered the exact same issue! I offered my approach (via r2u) as a comment and was later notified of a follow-up answer by the OP. Turns our there is a new, more powerful action that does all this, potentially flipping to a newer version and building it, all while using a cache. Now I was curious, and in the evening cloned the repo to study the new approach and compare the new action to what r2u offers. In particular, I was curious if a use of caches would be benficial on repeated runs. A screenshot of the resulting Actions and their times follows. Turns out maybe not so much (yet ?). As the actions page of my cloned comparison repo shows in this screenshot, r2u is consistently faster at always below one minute compared to new entrant at always over two minutes. (I should clarify that the original actions sets up dependencies, then scrapes, and commits. I am timing only the setup of dependencies here.) We can also extract the six datapoints and quickly visualize them. Now, this is of course entirely possibly that not all possible venues for speedups were exploited in how the action setup was setup. If so, please file an issue at the repo and I will try to update accordingly. But for now it seems that a default of setup r2u is easily more than twice as fast as an otherwise very compelling alternative (with arguably much broader scope). However, where r2u choses to play, on the increasingly common, popular and powerful Ubuntu LTS setup, it clearly continues to run circles around alternate approaches. So the saying remains: r2u: fast, easy, reliable. If you like this or other open-source work I do, you can now sponsor me at GitHub.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. Please report excessive re-aggregation in third-party for-profit settings.

Originally posted 2023-08-13, minimally edited 2023-08-15 which changed the timestamo and URL.

17 August 2023

Jonathan Carter: Debian 30th Birthday: Local Group event and Interview

Inspired by the fine Debian Local Groups all over the world, I ve long since wanted to start one in Cape Town. Unfortunately, there s been many obstacles over the years. Shiny distractions, an epidemic, DPL terms these are just some of the things that got in the way. Fortunately, things are starting to gain traction, and we re well on our way to forming a bona fide local group for South Africa. We got together at Woodstock Grill, they have both a nice meeting room, and good food and beverage, also reasonably central for most of us.

Cake Starting with the important stuff, we got this Debian cake made that ended up much bigger than we expected, at least we all got to take some home too! (it tasted great too)

Yes, cake.

Talk This event was planned very last minute, so we didn t do any kind of RSVP and I had no idea who exactly would show up, so I went ahead and prepared one of my usual introduction to Linux and Debian talks, and how these things are having an impact on the world out there. I also talked a bit about the community and how we intend to grow our local team here in South Africa. It turned out most of the audience were already experienced Linux users, but I was happy to see that they were very enthusiastic about the local group concept!
While reading through some material to find some inspiration for this talk, I came across an old quote from the original Debian Manifesto that I found very poignant again, so I feel compelled to share (didn t use it in my talk this time though since I didn t cover much current events): The time has come to concentrate on the future of Linux rather than on the destructive goal of enriching oneself at the expense of the entire Linux community and its future. Ian Murdock, 1994

Debian-ZA logo Tammy spent some time creating a whole bunch of logo concepts, that she presented to us. They aren t meant as final logo choices, but as initial concepts, and they worked well to invoke a very lively discussion about logos and design!
Here are just some of her designs that I cherry picked since they were the most discussed. We still haven t decided if it will be Debian ZA or Debian-ZA or Debian South Africa, although the latter will probably cause least confusion internationally.
Personally, the last one on this image that I referred to as the carpet is my personal favourite :-)

Happy Birthday Song John and Heila wrote a happy birthday song. After seeing the lyrics (and considering myself an amateur lyricist) I thought it was way too tacky and I told John to put it away. But when the cake came out, someone said we should sing! and the lyrics quickly re-emerged and was handed out to everyone. It s also meant to be a loopy clip for the upcoming DebConf23. I ll concede that it worked out alright in the end! You judge for yourself:

Mousepads People still use mousepads? That was my initial reaction when Heila told me that she was going to make some commemorative 30 year Debian mousepads for our birthday event, and they ended up being popular. It s probably a safer surface to put dev boards on than on my desk directly, so at least I do have a use for one!

Group Photo The group photo, complete with disco ball! We should ve taken this earlier because it was already getting late and some people had to head back home. Lesson learned for next time!

30th Birthday Interview with The Changelog I also did an interview with The Changelog for Debian s 30th birthday. It was late, and I haven t had a chance to listen to it yet, so I hope their producers managed to edit something coherent out of my usual Debian babbling:

More later There s so much more I d like to say about Debian, the last 30 years, local groups, the eco-system that we find ourselves in. And, Lemmy! But I ll see if I can get an instance up over the weekend and will then talk about that some more another time.

16 August 2023

Sam Hartman: A First Exercise with AI Training

Taking a hands-on low-level approach to learning AI has been incredibly rewarding. I wanted to create an achievable task that would motivate me to learn the tools and get practical experience training and using large language models. Just at the point when I was starting to spin up GPU instances, Llama2 was released to the public. So I elected to start with that model. As I mentioned, I m interested in exploring how sex-positive AI can help human connection in positive ways. For that reason, I suspected that Llama2 might not produce good results without training: some of Meta s safety goals run counter to what I m trying to explore. I suspected that there might be more attention paid to safety in the chat variants of Llama2 rather than the text generation variants, and working against that might be challenging for a first project, so I started with Llama-2-13b as a base. Preparing a Dataset I elected to generate a fine tuning dataset using fiction. Long term, that might not be a good fit. But I ve always wanted to understand how an LLM s tone is adjusted how you get an LLM to speak in a different voice. So much of fine tuning focuses on examples where a given prompt produces a particular result. I wanted to understand how to bring in data that wasn t structured as prompts. The Huggingface course actually gives an example of how to adjust a model set up for masked language modeling trained on wikitext to be better at predicting the vocabulary of movie reviews. There though, doing sample breaks in the dataset at movie review boundaries makes sense. There s another example of training an LLM from scratch based on a corpus of python code. Between these two examples, I figured out what I needed. It was relatively simple in retrospect: tokenize the whole mess, and treat everything as output. That is, compute loss on all the tokens. Long term, using fiction as a way to adjust how the model responds is likely to be the wrong starting point. However, it maximized focus on aspects of training I did not understand and allowed me to satisfy my curiosity. Rangling the Model I decided to actually try and add additional training to the model directly rather than building an adapter and fine tuning a small number of parameters. Partially this was because I had enough on my mind without understanding how LoRA adapters work. Partially, I wanted to gain an appreciation for the infrastructure complexity of AI training. I have enough of a cloud background that I ought to be able to work on distributed training. (As it turned out, using BitsAndBytes 8-bit optimizer, I was just able to fit my task onto a single GPU). I wasn t even sure that I could make a measurable difference in Llama-2-13b running 890,000 training tokens through a couple of training epochs. As it turned out I had nothing to fear on that front. Getting everything to work was more tricky than I expected. I didn t have an appreciation for exactly how memory intensive training was. The Transformers documentation points out that with typical parameters for mixed-precision training, it takes 18 bytes per model parameter. Using bfloat16 training and an 8-bit optimizer was enough to get things to fit. Of course then I got to play with convergence. My initial optimizer parameters caused the model to diverge, and before I knew it, my model had turned to NAN, and would only output newlines. Oops. But looking back over the logs, watching what happened to the loss, and looking at the math in the optimizer to understand how I ended up getting something that rounded to a divide by zero gave me a much better intuition for what was going on. The results. This time around I didn t do anything in the way of quantitative analysis of what I achieved. Empirically I definitely changed the tone of the model. The base Llama-2 model tends to steer away from sexual situations. It s relatively easy to get it to talk about affection and sometimes attraction. Unsurprisingly, given the design constraints, it takes a bit to get it to wonder into sexual situations. But if you hit it hard enough with your prompt, it will go there, and the results are depressing. At least for prompts I used, it tended to view sex fairly negatively. It tended to be less coherent than with other prompts. One inference managed to pop out in the middle of some text that wasn t hanging together well, Chapter 7 - Rape. With my training, I did manage to achieve my goal of getting the model to use more positive language and emotional signaling when talking about sexual situations. More importantly, I gained a practical understanding of many ways training can go wrong. A lot of articles I ve been reading about training make more sense. I have better intuition for why you might want to do training a certain way, or why mechanisms for countering some problem will be important. Future Activities:

comment count unavailable comments

Simon Josefsson: Enforcing wrap-and-sort -satb

For Debian package maintainers, the wrap-and-sort tool is one of those nice tools that I use once in a while, and every time have to re-read the documentation to conclude that I want to use the --wrap-always --short-indent --trailing-comma --sort-binary-package options (or -satb for short). Every time, I also wish that I could automate this and have it always be invoked to keep my debian/ directory tidy, so I don t have to do this manually once every blue moon. I haven t found a way to achieve this automation in a non-obtrusive way that interacts well with my git-based packaging workflow. Ideally I would like for something like the lintian-hook during gbp buildpackage to check for this ideas? Meanwhile, I have come up with a way to make sure I don t forget to run wrap-and-sort for long, and that others who work on the same package won t either: create an autopkgtest which is invoked during the Salsa CI/CD pipeline using the following as debian/tests/wrap-and-sort:
#!/bin/sh
set -eu
TMPDIR=$(mktemp -d)
trap "rm -rf $TMPDIR" 0 INT QUIT ABRT PIPE TERM
cp -a debian $TMPDIR
cd $TMPDIR
wrap-and-sort -satb
diff -ur $OLDPWD/debian debian
Add the following to debian/tests/control to invoke it which is intentionally not indented properly so that the self-test will fail so you will learn how it behaves.
Tests: wrap-and-sort
Depends: devscripts, python3-debian
Restrictions: superficial
Now I will get build failures in the pipeline once I upload the package into Salsa, which I usually do before uploading into Debian. I will get a diff output, and it won t be happy until I push a commit with the output of running wrap-and-sort with the parameters I settled with. While autopkgtest is intended to test the installed package, the tooling around autopkgtest is powerful and easily allows this mild abuse of its purpose for a pleasant QA improvement. Thoughts? Happy hacking!

Wouter Verhelst: Perl test suites in GitLab

I've been maintaining a number of Perl software packages recently. There's SReview, my video review and transcoding system of which I split off Media::Convert a while back; and as of about a year ago, I've also added PtLink, an RSS aggregator (with future plans for more than just that). All these come with extensive test suites which can help me ensure that things continue to work properly when I play with things; and all of these are hosted on salsa.debian.org, Debian's gitlab instance. Since we're there anyway, I configured GitLab CI/CD to run a full test suite of all the software, so that I can't forget, and also so that I know sooner rather than later when things start breaking. GitLab has extensive support for various test-related reports, and while it took a while to be able to enable all of them, I'm happy to report that today, my perl test suites generate all three possible reports. They are: Additionally, I also store the native perl Devel::Cover report as job artifacts, as they show some information that GitLab does not. It's important to recognize that not all data is useful. For instance, the JUnit report allows for a test name and for details of the test. However, the module that generates the JUnit report from TAP test suites does not make a distinction here; both the test name and the test details are reported as the same. Additionally, the time a test took is measured as the time between the end of the previous test and the end of the current one; there is no "start" marker in the TAP protocol. That being said, it's still useful to see all the available information in GitLab. And it's not even all that hard to do:
test:
  stage: test
  image: perl:latest
  coverage: '/^Total.* (\d+.\d+)$/'
  before_script:
    - cpanm ExtUtils::Depends Devel::Cover TAP::Harness::JUnit Devel::Cover::Report::Cobertura
    - cpanm --notest --installdeps .
    - perl Makefile.PL
  script:
    - cover -delete
    - HARNESS_PERL_SWITCHES='-MDevel::Cover' prove -v -l -s --harness TAP::Harness::JUnit
    - cover
    - cover -report cobertura
  artifacts:
    paths:
    - cover_db
    reports:
      junit: junit_output.xml
      coverage_report:
        path: cover_db/cobertura.xml
        coverage_format: cobertura
Let's expand on that a bit. The first three lines should be clear for anyone who's used GitLab CI/CD in the past. We create a job called test; we start it in the test stage, and we run it in the perl:latest docker image. Nothing spectacular here. The coverage line contains a regular expression. This is applied by GitLab to the output of the job; if it matches, then the first bracket match is extracted, and whatever that contains is assumed to contain the code coverage percentage for the code; it will be reported as such in the GitLab UI for the job that was ran, and graphs may be drawn to show how the coverage changes over time. Additionally, merge requests will show the delta in the code coverage, which may help deciding whether to accept a merge request. This regular expression will match on a line of that the cover program will generate on standard output. The before_script section installs various perl modules we'll need later on. First, we intall ExtUtils::Depends. My code uses ExtUtils::MakeMaker, which ExtUtils::Depends depends on (no pun intended); obviously, if your perl code doesn't use that, then you don't need to install it. The next three modules -- Devel::Cover, TAP::Harness::JUnit and Devel::Cover::Report::Cobertura are necessary for the reports, and you should include them if you want to copy what I'm doing. Next, we install declared dependencies, which is probably a good idea for you as well, and then we run perl Makefile.PL, which will generate the Makefile. If you don't use ExtUtils::MakeMaker, update that part to do what your build system uses. That should be fairly straightforward. You'll notice that we don't actually use the Makefile. This is because we only want to run the test suite, which in our case (since these are PurePerl modules) doesn't require us to build the software first. One might consider that this makes the call of perl Makefile.PL useless, but I think it's a useful test regardless; if that fails, then obviously we did something wrong and shouldn't even try to go further. The actual tests are run inside a script snippet, as is usual for GitLab. However we do a bit more than you would normally expect; this is required for the reports that we want to generate. Let's unpack what we do there:
cover -delete
This deletes any coverage database that might exist (e.g., due to caching or some such). We don't actually expect any coverage database, but it doesn't hurt.
HARNESS_PERL_SWITCHES='-MDevel::Cover'
This tells the TAP harness that we want it to load the Devel::Cover addon, which can generate code coverage statistics. It stores that in the cover_db directory, and allows you to generate all kinds of reports on the code coverage later (but we don't do that here, yet).
prove -v -l -s
Runs the actual test suite, with verbose output, shuffling (aka, randomizing) the test suite, and adding the lib directory to perl's include path. This works for us, again, because we don't actually need to compile anything; if you do, then -b (for blib) may be required. ExtUtils::MakeMaker creates a test target in its Makefile, and usually this is how you invoke the test suite. However, it's not the only way to do so, and indeed if you want to generate a JUnit XML report then you can't do that. Instead, in that case, you need to use the prove, so that you can tell it to load the TAP::Harness::JUnit module by way of the --harness option, which will then generate the JUnit XML report. By default, the JUnit XML report is generated in a file junit_output.xml. It's possible to customize the filename for this report, but GitLab doesn't care and neither do I, so I don't. Uploading the JUnit XML format tells GitLab which tests were run and Finally, we invoke the cover script twice to generate two coverage reports; once we generate the default report (which generates HTML files with detailed information on all the code that was triggered in your test suite), and once with the -report cobertura parameter, which generates the cobertura XML format. Once we've generated all our reports, we then need to upload them to GitLab in the right way. The native perl report, which is in the cover_db directory, is uploaded as a regular job artifact, which we can then look at through a web browser, and the two XML reports are uploaded in the correct way for their respective formats. All in all, I find that doing this makes it easier to understand how my code is tested, and why things go wrong when they do.

15 August 2023

Dirk Eddelbuettel: #41: Using r2u in Codespaces

Welcome to the 41th post in the $R^4 series. This post draws on joint experiments first started by Grant building on the lovely work done by Eitsupi as part of our Rocker Project. In short, r2u is an ideal match for Codespaces, a Microsoft/GitHub service to run code locally but in the cloud via browser or Visual Studio Code. This posts co-serves as the README.md in the .devcontainer directory as well as a vignette for r2u. So let us get into it. Starting from the r2u repository, the .devcontainer directory provides a small self-containted file devcontainer.json to launch an executable environment R using r2u. It is based on the example in Grant McDermott s codespaces-r2u repo and reuses its documentation. It is driven by the Rocker Project s Devcontainer Features repo creating a fully functioning R environment for cloud use in a few minutes. And thanks to r2u you can add easily to this environment by installing new R packages in a fast and failsafe way.

Try it out To get started, simply click on the green Code button at the top right. Then select the Codespaces tab and click the + symbol to start a new Codespace. The first time you do this, it will open up a new browser tab where your Codespace is being instantiated. This first-time instantiation will take a few minutes (feel free to click View logs to see how things are progressing) so please be patient. Once built, your Codespace will deploy almost immediately when you use it again in the future. After the VS Code editor opens up in your browser, feel free to open up the examples/sfExample.R file. It demonstrates how r2u enables us install packages and their system-dependencies with ease, here installing packages sf (including all its geospatial dependencies) and ggplot2 (including all its dependencies). You can run the code easily in the browser environment: Highlight or hover over line(s) and execute them by hitting Cmd+Return (Mac) / Ctrl+Return (Linux / Windows). (Both example screenshots reflect the initial codespaces-r2u repo as well as personal scratchspace one which we started with, both of course work here too.) Do not forget to close your Codespace once you have finished using it. Click the Codespaces tab at the very bottom left of your code editor / browser and select Close Current Codespace in the resulting pop-up box. You can restart it at any time, for example by going to https://github.com/codespaces and clicking on your instance.

Extend r2u with r-universe r2u offers fast, easy, reliable access to all of CRAN via binaries for Ubuntu focal and jammy. When using the latter (as is the default), it can be combined with r-universe and its Ubuntu jammy binaries. We demontrates this in a second example file examples/censusExample.R which install both the cellxgene-census and tiledbsoma R packages as binaries from r-universe (along with about 100 dependencies), downloads single-cell data from Census and uses Seurat to create PCA and UMAP decomposition plots. Note that in order run this you have to change the Codespaces default instance from small (4gb ram) to large (16gb ram).

Local DevContainer build Codespaces are DevContainers running in the cloud (where DevContainers are themselves just Docker images running with some VS Code sugar on top). This gives you the very powerful ability to edit locally but run remotely in the hosted codespace. To test this setup locally, simply clone the repo and open it up in VS Code. You will need to have Docker installed and running on your system (see here). You will also need the Remote Development extension (you will probably be prompted to install it automatically if you do not have it yet). Select Reopen in Container when prompted. Otherwise, click the >< tab at the very bottom left of your VS Code editor and select this option. To shut down the container, simply click the same button and choose Reopen Folder Locally . You can always search for these commands via the command palette too (Cmd+Shift+p / Ctrl+Shift+p).

Use in Your Repo To add this ability of launching Codespaces in the browser (or editor) to a repo of yours, create a directory .devcontainers in your selected repo, and add the file .devcontainers/devcontainer.json. You can customize it by enabling other feature, or use the postCreateCommand field to install packages (while taking full advantage of r2u).

Acknowledgments There are a few key plumbing pieces that make everything work here. Thanks to:

Colophon More information about r2u is at its site, and we answered some question in issues, and at stackoverflow. More questions are always welcome! If you like this or other open-source work I do, you can now sponsor me at GitHub.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. Please report excessive re-aggregation in third-party for-profit settings.

Originally posted 2023-08-13, minimally edited 2023-08-15 which changed the timestamo and URL.

Freexian Collaborators: Monthly report about Debian Long Term Support, July 2023 (by Santiago Ruano Rinc n)

Like each month, have a look at the work funded by Freexian s Debian LTS offering.

Debian LTS contributors In July, 18 contributors have been paid to work on Debian LTS, their reports are available:
  • Abhijith PA did 0.0h (out of 0h assigned and 2.0h from previous period), thus carrying over 2.0h to the next month.
  • Adrian Bunk did 24.75h (out of 18.25h assigned and 6.5h from previous period).
  • Anton Gladky did 5.0h (out of 5.0h assigned and 10.0h from previous period), thus carrying over 10.0h to the next month.
  • Bastien Roucari s did 17.0h (out of 17.0h assigned and 3.0h from previous period), thus carrying over 3.0h to the next month.
  • Ben Hutchings did 14.0h (out of 24.0h assigned), thus carrying over 9.5h to the next month.
  • Chris Lamb did 18.0h (out of 18.0h assigned).
  • Emilio Pozuelo Monfort did 24.0h (out of 24.75h assigned), thus carrying over 0.25h to the next month.
  • Guilhem Moulin did 23.25h (out of 24.75h assigned), thus carrying over 1.5h to the next month.
  • Jochen Sprickerhof did 10.0h (out of 20.0h assigned), thus carrying over 10.0h to the next month.
  • Lee Garrett did 16.0h (out of 9.75h assigned and 15.5h from previous period), thus carrying over 9.25h to the next month.
  • Markus Koschany did 24.75h (out of 24.75h assigned).
  • Ola Lundqvist did 0.0h (out of 13.0h assigned and 11.0h from previous period), thus carrying over 24.0h to the next month.
  • Roberto C. S nchez did 19.25h (out of 14.75h assigned and 10.0h from previous period), thus carrying over 5.5h to the next month.
  • Santiago Ruano Rinc n did 25.5h (out of 10.5h assigned and 15.25h from previous period), thus carrying over 0.25h to the next month.
  • Sylvain Beucler did 16.0h (out of 21.25h assigned and 3.5h from previous period), thus carrying over 8.75h to the next month.
  • Thorsten Alteholz did 14.0h (out of 14.0h assigned).
  • Tobias Frost did 16.0h (out of 16.0h assigned).
  • Utkarsh Gupta did 1.5h (out of 0h assigned and 13.75h from previous period), thus carrying over 12.25h to the next month.

Evolution of the situation In July, we have released 35 DLAs. LTS contributor Lee Garrett, has continued his hard work to prepare a testing framework for Samba, that can now provision bootable VMs with little effort, both for Debian and for Windows. This work included the introduction of a new package to Debian, rhsrvany, which allows turning any Windows program or script into a Windows service. As the Samba testing framework matures it will be possible to perform functional tests which cannot be performed with other available test mechanisms and aspects of this framework will be generalizable to other package ecosystems beyond Samba. July included a notable security update of bind9 by LTS contributor Chris Lamb. This update addressed a potential denial of service attack in this critical network infrastructure component.

Thanks to our sponsors Sponsors that joined recently are in bold.

14 August 2023

Jonathan McDowell: listadmin3: An imperfect replacement for listadmin on Mailman 3

One of the annoyances I had when I upgraded from Buster to Bullseye (yes, I m talking about an upgrade I did at the end of 2021) is that I ended up moving from Mailman 2 to Mailman 3. Which is fine, I guess, but it meant I could no longer use listadmin to deal with messages held for moderation. At the time I looked around, couldn t find anything, shrugged, and became incredibly bad at performing my list moderation duties. Last week I finally accepted what I should have done at least a year ago and wrote some hopefully not too bad Python to web scrape the Mailman 3 admin interface. It then presents a list of subscribers and held messages that might need approved or discarded. It s heavily inspired by listadmin, but not a faithful copy (partly because it s been so long since I used it that I m no longer familiar with its interface). Despite that I ve called it listadmin3. It currently meets the bar of extremely useful to me so I ve tagged v0.1. You can get it on Github. I d be interested in knowing if it actually works for / is useful to anyone else (I suspect it won t be happy with interfaces configured to not be in English, but that should be solvable). Comment here or reply to my Fediverse announcement. Example usage, cribbed directly from the README:
$ listadmin3
fetching data for partypeople@example.org ... 200 messages
(1/200) 5303: omgitsspam@example.org / March 31, 2023, 6:39 a.m.:
  The message is not from a list member: TOP PICK
(a)ccept, (d)iscard, (b)ody, (h)eaders, (s)kip, (q)uit? q
Moving on...
fetching data for admins@example.org ... 1 subscription requests
(1/1) "The New Admin" <newadmin@example.org>
(a)ccept, (d)iscard, (r)eject, (s)kip, (q)uit? a
1 messages
(1/1) 6560: anastyspamer@example.org / Aug. 13, 2023, 3:15 p.m.:
  The message is not from a list member: Buy my stuff!
(a)ccept, (d)iscard, (b)ody, (h)eaders, (s)kip, (q)uit? d
0 to accept, 1 to discard, proceed? (y/n) y
fetching data for announce@example.org ... nothing in queue
$
There s Debian packaging in the repository (dpkg-buildpackage -uc -us -b will spit you out a .deb) but I m holding off on filing an ITP + actually uploading until I know if it s useful enough for others before doing so. You only really need the listadmin3 file and to ensure you have Python3 + MechanicalSoup installed. (Yes, I still run mailing lists. Hell, I still run a Usenet server.)

13 August 2023

Gunnar Wolf: Back to online teaching

Mexico s education sector had one of the longest lockdowns due to COVID: As everybody, we went virtual in March 2020, and it was only by late February 2022 that I went back to teach presentially at the University. But for the semester starting next Tuesday, I m going back to a full-online mode. Why? Because me and my family will be travelling to Argentina for six months, starting this October and until next March. When I went to ask for my teaching to be frozen for two semesters, the Head of Division told me he was actually looking for teachers wanting to do distance-teaching With a student population of >380,000 students, and not being able to grow the physical infrastructure, and with such a big city as Mexico City, where a person can take ove 2hr to commute daily It only makes sense to offer part of the courses online. To be honest, I m a bit nervous about this. The past couple of days, I ve been setting up again the technological parts (i.e. spinning up a Jitsi instance, remembering my usual practices and programs). But Well, I know that being videoconference-bound, my teaching will lose the dynamism that comes from talking face to face with students. I think I will miss it! (but at the same time, I m happy to try this anew: to go virtual, but where students choosing this modality do so by choice rather than because the world forced them to)

Dirk Eddelbuettel: #41: Using r2u in Codespaces

Welcome to the 41th post in the $R^4 series. This post draws on joint experiments first started by Grant building on the lovely work Eitsupi as part of our Rocker Project. In short, r2u is an ideal match for Codesspaces, a Microsoft/GitHub service to run code locally but in the cloud via browser or Visual Studio Code. This posts co-serves as the README.md in the .devcontainer directory as well as a vignette for r2u. So let us get into it. Starting from the r2u repository, the .devcontainer directory provides a small self-containted file devcontainer.json to launch an executable environment R using r2u. It is based on the example in Grant McDermott s codespaces-r2u repo and reuses its documentation. It is driven by the Rocker Project s Devcontainer Features repo creating a fully functioning R environment for cloud use in a few minutes. And thanks to r2u you can add easily to this environment by installing new R packages in a fast and failsafe way.

Try it out To get started, simply click on the green Code button at the top right. Then select the Codespaces tab and click the + symbol to start a new Codespace. The first time you do this, it will open up a new browser tab where your Codespace is being instantiated. This first-time instantiation will take a few minutes (feel free to click View logs to see how things are progressing) so please be patient. Once built, your Codespace will deploy almost immediately when you use it again in the future. After the VS Code editor opens up in your browser, feel free to open up the examples/sfExample.R file. It demonstrates how r2u enables us install packages and their system-dependencies with ease, here installing packages sf (including all its geospatial dependencies) and ggplot2 (including all its dependencies). You can run the code easily in the browser environment: Highlight or hover over line(s) and execute them by hitting Cmd+Return (Mac) / Ctrl+Return (Linux / Windows). (Both example screenshots reflect the initial codespaces-r2u repo as well as personal scratchspace one which we started with, both of course work here too.) Do not forget to close your Codespace once you have finished using it. Click the Codespaces tab at the very bottom left of your code editor / browser and select Close Current Codespace in the resulting pop-up box. You can restart it at any time, for example by going to https://github.com/codespaces and clicking on your instance.

Extend r2u with r-universe r2u offers fast, easy, reliable access to all of CRAN via binaries for Ubuntu focal and jammy. When using the latter (as is the default), it can be combined with r-universe and its Ubuntu jammy binaries. We demontrates this in a second example file examples/censusExample.R which install both the cellxgene-census and tiledbsoma R packages as binaries from r-universe (along with about 100 dependencies), downloads single-cell data from Census and uses Seurat to create PCA and UMAP decomposition plots. Note that in order run this you have to change the Codespaces default instance from small (4gb ram) to large (16gb ram).

Local DevContainer build Codespaces are DevContainers running in the cloud (where DevContainers are themselves just Docker images running with some VS Code sugar on top). This gives you the very powerful ability to edit locally but run remotely in the hosted codespace. To test this setup locally, simply clone the repo and open it up in VS Code. You will need to have Docker installed and running on your system (see here). You will also need the Remote Development extension (you will probably be prompted to install it automatically if you do not have it yet). Select Reopen in Container when prompted. Otherwise, click the >< tab at the very bottom left of your VS Code editor and select this option. To shut down the container, simply click the same button and choose Reopen Folder Locally . You can always search for these commands via the command palette too (Cmd+Shift+p / Ctrl+Shift+p).

Use in Your Repo To add this ability of launching Codespaces in the browser (or editor) to a repo of yours, create a directory .devcontainers in your selected repo, and add the file .devcontainers/devcontainer.json. You can customize it by enabling other feature, or use the postCreateCommand field to install packages (while taking full advantage of r2u).

Acknowledgments There are a few key plumbing pieces that make everything work here. Thanks to:

Colophon More information about r2u is at its site, and we answered some question in issues, and at stackoverflow. More questions are always welcome! If you like this or other open-source work I do, you can now sponsor me at GitHub.

This post by Dirk Eddelbuettel originated on his Thinking inside the box blog. Please report excessive re-aggregation in third-party for-profit settings.

10 August 2023

Petter Reinholdtsen: Invidious add-on for Kodi 20

I still enjoy Kodi and LibreELEC as my multimedia center at home. Sadly two of the services I really would like to use from within Kodi are not easily available. The most wanted add-on would be one making The Internet Archive available, and it has not been working for many years. The second most wanted add-on is one using the Invidious privacy enhanced Youtube frontent. A plugin for this has been partly working, but not been kept up to date in the Kodi add-on repository, and its upstream seem to have given it up in April this year, when the git repository was closed. A few days ago I got tired of this sad state of affairs and decided to have a go at improving the Invidious add-on. As Google has already attacked the Invidious concept, so it need all the support if can get. My small contribution here is to improve the service status on Kodi. I added support to the Invidious add-on for automatically picking a working Invidious instance, instead of requiring the user to specify the URL to a specific instance after installation. I also had a look at the set of patches floating around in the various forks on github, and decided to clean up at least some of the features I liked and integrate them into my new release branch. Now the plugin can handle channel and short video items in search results. Earlier it could only handle single video instances in the search response. I also brushed up the set of metadata displayed a bit, but hope I can figure out how to get more relevant metadata displayed. Because I only use Kodi 20 myself, I only test on version 20 and am only motivated to ensure version 20 is working. Because of API changes between version 19 and 20, I suspect it will fail with earlier Kodi versions. I already asked to have the add-on added to the official Kodi 20 repository, and is waiting to heard back from the repo maintainers. As usual, if you use Bitcoin and want to show your support of my activities, please send Bitcoin donations to my address 15oWEoG9dUPovwmUL9KWAnYRtNJEkP1u1b.

Freexian Collaborators: Debian Contributions: PTS tracker, DebConf23 Bursary, and more! (by Utkarsh Gupta)

Contributing to Debian is part of Freexian s mission. This article covers the latest achievements of Freexian and their collaborators. All of this is made possible by organizations subscribing to our Long Term Support contracts and consulting services.

tracker.debian.org work by Rapha l Hertzog Rapha l spent some time during his vacation to update distro-tracker to be fully compatible with Django 3.2 so that the codebase and the whole testsuite can run on Debian 12. There s one exception though with the functional test suite that still needs further work to cope with the latest version of Selenium. By dropping support of Django 2.2, Rapha l could also start to work toward support of Django 4.2 since Django helpfully emits deprecation warnings of things that will break in future versions. All the warnings have been fixed but the codebase still fails its testsuite in Django 4.2 because we have to get rid of the python3-django-jsonfield dependency (that is rightfully dead upstream since Django has native support nowadays). All the JSONField have been converted to use Django s native field, but the migration system still requires that dependency at this point. This will require either some fresh reboot of the migration history, or some other trickery to erase the jsonfield dependency from the history of migrations. If you have experience with that, don t hesitate to share it (mail at hertzog@debian.org, or reach out to buxy on IRC). At this point, tracker.debian.org runs with Django 3.2 on Debian 11 since Debian System Administrators are not yet ready to upgrade debian.org hosts to Debian 12.

DebConf 23 bursary work by Utkarsh Gupta Utkarsh led the bursary team this year. The bursary team got a ton of requests this time. Rolling out the results in 4 batches, the bursary team catered over 165 bursary requests - which is superb! The team managed to address all the requests and answered a bit over 120 emails in the process. With that, the bursaries are officially closed for DebConf 2023. The team also intends to roll out some of the statistics closer to DebConf.

Miscellaneous contributions
  • Stefano implemented meson support in pybuild, the tool for building Python packages in Debian against multiple Python versions.
  • Santiago did some work on Salsa CI to enhance the ARM support on the autopkgtest job and make Josch s branch work. MR to come soon.
  • Helmut sent patches for 6 cross build failures.
  • Stefano has been preparing for DebConf 23: Working on the website, and assisting the local teams.
  • Stefano attended the DebConf Video team sprint in Paris, mostly looking at new hardware and software options for video capture and live-mixing. Full sprint report.

9 August 2023

Antoine Beaupr : OpenPGP key transition

This is a short announcement to say that I have changed my main OpenPGP key. A signed statement is available with the cryptographic details but, in short, the reason is that I stopped using my old YubiKey NEO that I have worn on my keyring since 2015. I now have a YubiKey 5 which supports ED25519 which features much shorter keys and faster decryption. It allowed me to move all my secret subkeys on the key (including encryption keys) while retaining reasonable performance. I have written extensive documentation on how to do that OpenPGP key rotation and also YubiKey OpenPGP operations.

Warning on storing encryption keys on a YubiKey People wishing to move their private encryption keys to such a security token should be very careful as there are special precautions to take for disaster recovery. I am toying with the idea of writing an article specifically about disaster recovery for secrets and backups, dealing specifically with cases of death or disabilities.

Autocrypt changes One nice change is the impact on Autocrypt headers, which are considerably shorter. Before, the header didn't even fit on a single line in an email, it overflowed to five lines:
Autocrypt: addr=anarcat@torproject.org; prefer-encrypt=nopreference;
 keydata=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
After the change, the entire key fits on a single line, neat!
Autocrypt: addr=anarcat@torproject.org; prefer-encrypt=nopreference;
 keydata=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
Note that I have implemented my own kind of ridiculous Autocrypt support for the Notmuch Emacs email client I use, see this elisp code. To import keys, I pipe the message into this script which is basically just:
sq autocrypt decode   gpg --import
... thanks to Sequoia best-of-class Autocrypt support.

Note on OpenPGP usage While some have claimed OpenPGP's death, I believe those are overstated. Maybe it's just me, but I still use OpenPGP for my password management, to authenticate users and messages, and it's the interface to my YubiKey for authenticating with SSH servers. I understand people feel that OpenPGP is possibly insecure, counter-intuitive and full of problems, but I think most of those problems should instead be attributed to its current flagship implementation, GnuPG. I have tried to work with GnuPG for years, and it keeps surprising me with evilness and oddities. I have high hopes that the Sequoia project can bring some sanity into this space, and I also hope that RFC4880bis can eventually get somewhere so we have a more solid specification with more robust crypto. It's kind of a shame that this has dragged on for so long, but Update: there's a separate draft called openpgp-crypto-refresh that might actually be adopted as the "OpenPGP RFC" soon! And it doesn't keep real work from happening in Sequoia and other implementations. Thunderbird rewrote their OpenPGP implementation with RNP (which was, granted, a bumpy road because it lost compatibility with GnuPG) and Sequoia now has a certificate store with trust management (but still no secret storage), preliminary OpenPGP card support and even a basic GnuPG compatibility layer. I'm also curious to try out the OpenPGP CA capabilities. So maybe it's just because I'm becoming an old fart that doesn't want to change tools, but so far I haven't seen a good incentive in switching away from OpenPGP, and haven't found a good set of tools that completely replace it. Maybe OpenSSH's keys and CA can eventually replace it, but I suspect they will end up rebuilding most of OpenPGP anyway, just more slowly. If they do, let's hope they avoid the mistakes our community has done in the past at least...

8 August 2023

James Valleroy: FreedomBox backport automatic update issue

When run on Debian stable, FreedomBox has an optional feature called Frequent Feature Updates . If this feature is enabled, it has 2 effects:
  1. The stable-backports repository is added to the system.
  2. Apt pinning is configured so that FreedomBox itself, and a small number of other carefully selected packages, will be kept updated to the latest version available in the backports repository.
However for bookworm-backports, there was a small change in the repository for bookworm-backports, which meant that our approach to apt pinning was no longer correct. The change is a difference between the repository s Suite and Codename . For bullseye-backports, these were the same, but for bookworm-backports, they are now different (stable-backports vs bookworm-backports). The issue is described in [1]. The result is that a FreedomBox on the current Debian stable release, bookworm, will not automatically upgrade to new versions in bookworm-backports, even if the Frequent Feature Updates option is selected. The fix for a issue is a very small change to two configuration files (for apt and unattended-upgrades), so that they refer to the Codename instead of the Suite. (See [2] for details.) So far, the fixed version of the freedombox package, 23.14~bpo12+1, is available in bookworm-backports. For FreedomBox users who would like to get the newer versions right away, you can get the latest package installed by running the following command through SSH or Cockpit s terminal: $ sudo apt install -t bookworm-backports freedombox We are also planning to update the version of FreedomBox in bookworm to have the fix. Once this update is available, then running the above command won t be necessary to receive FreedomBox feature updates. [1] https://salsa.debian.org/freedombox-team/freedombox/-/issues/2368 [2] https://salsa.debian.org/freedombox-team/freedombox/-/merge_requests/2409

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