Armadillo is a powerful and expressive C++ template library for linear algebra and scientific computing. It aims towards a good balance between speed and ease of use, has a syntax deliberately close to Matlab, and is useful for algorithm development directly in C++, or quick conversion of research code into production environments. RcppArmadillo integrates this library with the R environment and language and is widely used by (currently) 1005 packages other packages on CRAN (as celebrated in this blog post on passing 1000 packages from just four days ago), downloaded nearly 26 million times (per the partial logs from the cloud mirrors of CRAN), and the CSDA paper (preprint / vignette) by Conrad and myself has been cited 488 times according to Google Scholar. This release brings together two distinct changes. First, it updates the relese from upstream 11.2.0 (and CRAN 0.11.2.0.0 released a few weeks ago) to the now current 11.2.3 release by Conrard (given that more than four weeks have passed so that we do not surpass CRAN s desired cadence of releases no more than once a month ). The changeset includes a few small refinements (see below), it also includedes a deprecation for initialization for which I will need to reach out to a few packages for whom this triggers a deprecation warning. And speaking of deprecation, the other reason for this release is the desire by the Matrix package to phase out a few older conversions (or casts in C/C++ lingo) which we accomodated. The full set of changes (since the last CRAN release 0.11.2.0.0) follows.

Changes in RcppArmadillo version 0.11.2.3.1 (2022-08-16)

Accomodate upcoming Matrix 1.4-2 deprecation for conversion (Dirk in #387)

CRAN release with small upstream changes in Armadillo 11.2.1,2,3 made since the last CRAN release 0.11.2.0.0 (Dirk in #383, #384 and #386)

Undefine arma_deprecated warning as it affects a number of CRAN packages which will likely need a small transition

Changes in RcppArmadillo version 0.11.2.3.0 (2022-07-12) (GitHub Only)

Upgraded to Armadillo release 11.2.3 (Classic Roast)

fix Cube::insert_slices() to accept Cube::slice() as input

Changes in RcppArmadillo version 0.11.2.2.0 (2022-07-04) (GitHub Only)

Upgraded to Armadillo release 11.2.2 (Classic Roast)

fix incorrect and/or slow convergence in single-threaded versions of kmeans(), gmm_diag::learn(), gmm_full::learn()

Changes in RcppArmadillo version 0.11.2.1.0 (2022-06-28) (GitHub Only)

Upgraded to Armadillo release 11.2.1 (Classic Roast)

old style matrix initialisation via the << operator will now emit a compile-time deprecation warning

use of the old and inactive ARMA_DONT_PRINT_ERRORS option will now emit a compile-time deprecation warning

the option ARMA_WARN_LEVEL can be used instead

Courtesy of my CRANberries, there is a diffstat report relative to previous release. More detailed information is on the RcppArmadillo page. Questions, comments etc should go to the rcpp-devel mailing list off the R-Forge page. If you like this or other open-source work I do, you can 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.

Most of us carry cell phones with us almost everywhere we go. So much so that we often forget not just the usefulness, but even the joy, of having our own radios. For instance:

When traveling to national parks or other wilderness areas, family and friends can keep in touch even where there is no cell coverage.
It is a lot faster to just push a button and start talking than it is to unlock a phone, open the phone app, select a person, wait for the call to connect, wait for the other person to answer, etc. I m heading back. OK. Boom, 5 seconds, done. A phone user wouldn t have even dialed in that time.
A whole group of people can be on the same channel.
You can often buy a radio for less than the monthly cost of a cell plan.

From my own experience, as a person and a family that enjoys visiting wilderness areas, having radio communication is great. I have also heard from others that they re also very useful on cruise ships (I ve never been on one so I can t attest to that). There is also a sheer satisfaction in not needing anybody else s infrastructure, not paying any sort of monthly fee, and setting up the radios ourselves.

How these services fit in This article is primarily about handheld radios that can be used by anybody. I laid out some of their advantages above. Before continuing, I should point out some of the other services you may consider:

Cell phones, obviously. Due to the impressive infrastructure you pay for each month (many towers in high locations), in areas of cell coverage, you have this ability to connect to so many other phones around the world. With radios like discussed here, your range will likely a few miles.

Amateur Radio has often been a decade or more ahead of what you see in these easy personal radio devices. You can unquestionably get amateur radio devices with many more features and better performance. However, generally speaking, each person that transmits on an amateur radio band must be licensed. Getting an amateur radio license isn t difficult, but it does involve passing a test and some time studying for the exam. So it isn t something you can count on random friends or family members being able to do. That said, I have resources on Getting Started With Amateur Radio and it s not as hard as you might think! There are also a lot of reasons to use amateur radio if you want to go down that path.

Satellite messengers such as the Garmin Inreach or Zoleo can send SMS-like messages across anywhere in the globe with a clear view of the sky. They also often have SOS features. While these are useful safety equipment, it can take many minutes for a message to be sent and received it s not like an interactive SMS conversation and there are places where local radios will have better signal. Notably, satellite messengers are almost useless indoors and can have trouble in areas without a clear view of the sky, such as dense forests, valleys, etc.

My earlier Roundup of secure messengers with off-the-grid capabilities (distributed/mesh messengers) highlighted a number of other options as well, for text-only communication. For instance:

For very short-range service, Briar can form a mesh over Bluetooth from cell phones or over Tor, if Internet access is available.

Dedicated short message services Mesh Networks like Meshtastic or Beartooth have no voice capability, but share GPS locations and short text messages over their own local mesh. Generally they need to pair to a cell phone (even if that phone has no cell service) for most functionality.

Yggdrasil can do something similar over ad-hoc Wifi, but it is a lower-level protocol and you d need some sort of messaging to run atop it.

This article is primarily about the USA, though these concepts, if not the specific implementation, apply many other areas as well.

The landscape of easy personal radios The oldest personal radio service in the US is Citizens Band (CB). Because it uses a lower frequency band than others, handheld radios are larger, heavier, and less efficient. It is mostly used in vehicles or other installations where size isn t an issue. The FRS/GMRS services mostly share a set of frequencies. The Family Radio Service is unlicensed (you don t have to get a license to use it) and radios are plentiful and cheap. When you get a blister pack or little radios for maybe $50 for a pair or less, they re probably FRS. FRS was expanded by the FCC in 2017, and now most FRS channels can run up to 2 watts of power (with channels 8-14 still limited to 0.5W). FRS radios are pretty much always handheld. GMRS runs on mostly the same frequencies as FRS. GMRS lets you run up to 5W on some channels, up to 50W on others, and operate repeaters. GMRS also permits limited occasional digital data bursts; three manufacturers currently use this to exchange GPS data or text messages. To use GMRS, you must purchase a GMRS license; it costs $35 for a person and their immediate family and is good for 10 years. No exam is required. GMRS radios can transmit on FRS frequencies using the GMRS authorization. The extra power of GMRS gets you extra distance. While only the best handheld GMRS radios can put out 5W of power, some mobile (car) or home radios can put out the full 50W, and use more capable exterior antennas too. There is also the MURS band, which offers very few channels and also very few devices. It is not in wide use, probably for good reason. Finally, some radios use some other unlicensed bands. The Motorola DTR and DLR series I will talk about operate in the 900MHz ISM band. Regulations there limit them to a maximum power of 1W, but as you will see, due to some other optimizations, their range is often quite similar to a 5W GMRS handheld. All of these radios share something in common: your radio can either transmit, or receive, but not both simultaneously. They all have a PTT (push-to-talk) button that you push and hold while you are transmitting, and at all other times, they act as receivers. You ll learn that doubling is a thing where 2 or more people attempt to transmit at the same time. To listeners, the result is often garbled. To the transmitters, they may not even be aware they did it since, after all, they were transmitting. Usually it will be clear pretty quickly as people don t get responses or responses say it was garbled. Only the digital Motorola DLR/DTR series detects and prevents this situation.

FRS and GMRS radios As mentioned, the FRS/GMRS radios are generally the most popular, and quite inexpensive. Those that can emit 2W will have pretty decent range; 5W even better (assuming a decent antenna), though the 5W ones will require a GMRS license. For the most part, there isn t much that differentiates one FRS radio from another, or (with a few more exceptions) one GMRS handheld from another. Do not believe the manufacturers claims of 50 mile range or whatever; more on range below. FRS and GMRS radios use FM. GMRS radios are permitted to use a wider bandwidth than FRS radios, but in general, FRS and GMRS users can communicate with each other from any brand of radio to any other brand of radio, assuming they are using basic voice services. Some FRS and GMRS radios can receive the NOAA weather radio. That s nice for wilderness use. Nicer ones can monitor it for alert tones, even when you re tuned to a different channel. The very nicest on this as far as I know, only the Garmin Rino series will receive and process SAME codes to only trigger alerts for your specific location. GMRS (but not FRS) also permits 1-second digital data bursts at periodic intervals. There are now three radio series that take advantage of this: the Garmin Rino, the Motorola T800, and BTech GMRS-PRO. Garmin s radios are among the priciest of GMRS handhelds out there; the top-of-the-line Rino will set you back $650. The cheapest is $350, but does not contain a replaceable battery, which should be an instant rejection of a device like this. So, for $550, you can get the middle-of-the-road Rino. It features a sophisticated GPS system with Garmin trail maps and such, plus a 5W GMRS radio with GPS data sharing and a very limited (13-character) text messaging system. It does have a Bluetooth link to a cell phone, which can provide a link to trail maps and the like, and limited functionality for the radio. The Rino is also large and heavy (due to its large map-capable screen). Many consider it to be somewhat dated technology; for instance, other ways to have offline maps now exist (such as my Garmin Fenix 6 Pro, which has those maps on a watch!). It is bulky enough to likely be left at home in many situations. The Motorola T800 doesn t have much to talk about compared to the other two. Both of those platforms are a number of years old. The newest entrant in this space, from budget radio maker Baofeng, is the BTech GMRS-PRO, which came out just a couple of weeks ago. Its screen, though lacking built-in maps, does still have a GPS digital link similar to Garmin s, and can show you a heading and distance to other GMRS-PRO users. It too is a 5W unit, and has a ton of advanced features that are rare in GMRS: ability to pair a Bluetooth headset to it directly (though the Garmin Rino supports Bluetooth, it doesn t support this), ability to use the phone app as a speaker/mic for the radio, longer text messages than the Garmin Rino, etc. The GMRS-PRO sold out within a few days of its announcement, and I am presently waiting for mine to arrive to review. At $140 and with a more modern radio implementation, for people that don t need the trail maps and the like, it makes a compelling alternative to Garmin for outdoor use. Garmin documents when GPS beacons are sent out: generally, when you begin a transmission, or when another radio asks for your position. I couldn t find similar documentation from Motorola or BTech, but I believe FCC regulations mean that the picture would be similar with them. In other words, none of these devices is continuously, automatically, transmitting position updates. However, you can request a position update from another radio. It should be noted that, while voice communication is compatible across FRS/GMRS, data communication is not. Garmin, Motorola, and BTech all have different data protocols that are incompatible with radios from other manufacturers. FRS/GMRS radios often advertise privacy codes. These do nothing to protect your privacy; see more under the privacy section below.

Motorola DLR and DTR series Although they can be used for similar purposes, and I do, these radios are unique from the others in this article in several ways:

Their sales and marketing is targeted at businesses rather than consumers

They use digital encoding of audio, rather than analog FM or AM

They use FHSS (Frequency-Hopping Spread Spectrum) rather than a set frequency

They operate on the 900MHz ISM band, rather than a 460MHz UHF band (or a lower band yet for MURS and CB)

The DLR series is quite small, smaller than many GMRS radios.

I don t have space to go into a lot of radio theory in this article, but I ll briefly expand on some of this. First, FHSS. A FHSS radio hops from frequency to frequency many times per second, following some preset hopping algorithm that is part of the radio. Although it complicates the radio design, it has some advantages; it tends to allow more users to share a band, and if one particular frequency has a conflict with something else, it will be for a brief fraction of a second and may not even be noticeable. Digital encoding generally increases the quality of the audio, and keeps the quality high even in degraded signal conditions where analog radios would experience static or a quieter voice. However, you also lose that sort of audible feedback that your signal is getting weak. When you get too far away, the digital signal drops off a cliff . Often, either you have a crystal-clear signal or you have no signal at all. Motorola s radios leverage these features to build a unique radio. Not only can you talk to a group, but you can select a particular person to talk to with a private conversation, and so forth. DTR radios can send text messages to each other (but only preset canned ones, not arbitrary ones). Channels are more like configurations; they can include various arbitrary groupings of radios. Deconfliction with other users is established via hopsets rather than frequencies; that is, the algorithm that it uses to hop from frequency to frequency. There is a 4-digit PIN in the DLR radios, and newer DTR radios, that makes privacy very easy to set up and maintain. As far as I am aware, no scanner can monitor DLR/DTR signals. Though they technically aren t encrypted, cracking a DLR/DTR conversation would require cracking Motorola s firmware, and the chances of this happening in your geographical proximity seem vanishingly small. I will write more below on comparing the range of these to GMRS radios, but in a nutshell, it compares well, despite the fact that the 900MHz band restrictions allow Motorola only 1W of power output with these radios. There are three current lines of Motorola DLR/DTR radios:

The Motorola DLR1020 and DLR1060 radios. These have no screen; the 1020 has two channels (configurations) while the 1060 supports 6. They are small and compact and great pocketable just work radios.

The Motorola DTR600 and DTR700 radios. These are larger, with a larger antenna (that should theoretically provide greater range) and have a small color screen. They support more channels and more features (eg, short messages, etc).

The Motorola Curve (aka DLR110). Compared to the DLR1060, it adds limited WiFi capabilities that are primarily useful in certain business environments. See this thread for more. These features are unlikely to be useful in the environments we re talking about here.

These radios are fairly expensive new, but DLRs can be readily found at around $60 on eBay. (DTRs for about $250) They are quite rugged. Be aware when purchasing that some radios sold on eBay may not include a correct battery and charger. (Not necessarily a problem; Motorola batteries are easy to find online, and as with any used battery, the life of a used one may not be great.) For more advanced configuration, the Motorola CPS cable works with both radios (plugs into the charging cradle) and is used with the programming software to configure them in more detail. The older Motorola DTR650, DTR550, and older radios are compatible with the newer DLR and DTR series, if you program the newer ones carefully. The older ones don t support PINs and have a less friendly way of providing privacy, but they do work also. However, for most, I think the newer ones will be friendlier; but if you find a deal on the older ones, hey, why not? This thread on the MyGMRS forums has tons of useful information on the DLR/DTR radios. Check it out for a lot more detail. One interesting feature of these radios is that they are aware if there are conflicting users on the channel, and even if anybody is hearing your transmission. If your transmission is not being heard by at least one radio, you will get an audible (and visual, on the DTR) indication that your transmission failed. One thing that pleasantly surprised me is just how tiny the Motorola DLR is. The whole thing with antenna is like a small candy bar, and thinner. My phone is slightly taller, much wider, and only a little thinner than the Motorola DLR. Seriously, it s more pocketable than most smartphones. The DTR is of a size more commonly associated with radios, though still on the smaller side. Some of the most low-power FRS radios might get down to that size, but to get equivolent range, you need a 5W GMRS unit, which will be much bulkier. Being targeted at business users, the DLR/DTR don t include NOAA weather radio or GPS.

Power These radios tend to be powered by:

NiMH rechargable battery packs

AA/AAA batteries

Lithium Ion batteries

Most of the cheap FRS/GMRS radios have a NiMH rechargable battery pack and a terrible charge controller that will tend to overcharge, and thus prematurely destroy, the NiMH packs. This has long ago happened in my GMRS radios, and now I use Eneloop NiMH AAs in them (charged separately by a proper charger). The BTech, Garmin, and Motorola DLR/DTR radios all use Li-Ion batteries. These have the advantage of being more efficient batteries, though you can t necessarily just swap in AAs in a pinch. Pay attention to your charging options; if you are backpacking, for instance, you may want something that can charge from solar-powered USB or battery banks. The Motorola DLR/DTR radios need to sit in a charging cradle, but the cradle is powered by a Micro USB cable. The BTech GMRS-PRO is charged via USB-C. I don t know about the Garmin Rino or others. Garmin offers an optional AA battery pack for the Rino. BTech doesn t (yet) for the GMRS-PRO, but they do for some other models, and have stated accessories for the GMRS-PRO are coming. I don t have information about the T800. This is not an option for the DLR/DTR.

Meshtastic I ll briefly mention Meshtastic. It uses a low-power LoRa system. It can t handle voice transmissions; only data. On its own, it can transmit and receive automatic GPS updates from other Meshtastic devices, which you can view on its small screen. It forms a mesh, so each node can relay messages for others. It is also the only unit in this roundup that uses true encryption, and its battery lasts about a week more than the a solid day you can expect out of the best of the others here. When paired with a cell phone, Meshtastic can also send and receive short text messages. Meshtastic uses much less power than even the cheapest of the FRS radios discussed here. It can still achieve respectable range because it uses LoRa, which can trade bandwidth for power or range. It can take it a second or two to transmit a 50-character text message. Still, the GMRS or Motorola radios discussed here will have more than double the point-to-point range of a Meshtastic device. And, if you intend to take advantage of the text messaging features, keep in mind that you must now take two electronic devices with you and maintain a charge for them both.

Privacy The privacy picture on these is interesting.

Cell phone privacy Cell phones are difficult for individuals to eavesdrop, but a sophisticated adversary probably could: or an unsophisticated adversary with any manner of malware. Privacy on modern smartphones is a huge area of trouble, and it is safe to say that data brokers and many apps probably know at least your location and contact list, if not also the content of your messages. Though end-to-end encrypted apps such as Signal can certainly help. See Tools for Communicating Offline and in Difficult Circumstances for more details.

GMRS privacy GMRS radios are unencrypted and public. Anyone in range with another GMRS radio, or a scanner, can listen to your conversations even if you have a privacy code set. The privacy code does not actually protect your privacy; rather, it keeps your radio from playing conversations from others using the same channel, for your convenience. However, note the in range limitation. An eavesdropper would generally need to be within a few miles of you.

Motorola DLR/DTR privacy As touched on above, while these also aren t encrypted, as far as I am aware, no tools exist to eavesdrop on DLR/DTR conversations. Change the PIN away from the default 0000, ideally to something that doesn t end in 0 (to pick a different hopset) and you have pretty decent privacy right there. Decent doesn t mean perfect; it is certainly possible that sophisticated adversaries or state agencies could decode DLR/DTR traffic, since it is unencrypted. As a practical matter, though, the lack of consumer equipment that can decode this makes it be, as I say, pretty decent .

Meshtastic Meshtastic uses strong AES encryption. But as messaging features require a paired phone, the privacy implications of a phone also apply here.

Range I tested my best 5W GMRS radios, as well as a Motorola DTR600 talking to a DLR1060. (I also tried two DLR1060s talking to each other; there was no change in rnage.) I took a radio with me in the car, and had another sitting on my table indoors. Those of you familiar with radios will probably recognize that being in a car and being indoors both attenuate (reduce the strength of) the signal significantly. I drove around in a part of Kansas with gentle rolling hills. Both the GMRS and the DLR/DTR had a range of about 2-3 miles. There were times when each was able to pull out a signal when the other was not. The DLR/DTR series was significantly better while the vehicle was in motion. In weaker signal conditions, the GMRS radios were susceptible to significant picket fencing (static caused by variation in the signal strength when passing things like trees), to the point of being inaudible or losing the signal entirely. The DLR/DTR remained perfectly clear there. I was able to find some spots where, while parked, the GMRS radios had a weak but audible signal but the DLR/DTR had none. However, in all those cases, the distance to GMRS dropping out as well was small. Basically, no radios penetrate the ground, and the valleys were a problem for them all. Differences may play out in other ways in other environments as well: for instance, dense urban environments, heavy woods, indoor buildings, etc. GMRS radios can be used with repeaters, or have a rooftop antenna mounted on a car, both of which could significantly extend range and both of which are rare. The DLR/DTR series are said to be exceptionally good at indoor environments; Motorola rates them for penetrating 20 floors, for instance. Reports on MyGMRS forums state that they are able to cover an entire cruise ship, while the metal and concrete in them poses a big problem for GMRS radios. Different outdoor landscapes may favor one or the other also. Some of the cheapest FRS radios max out at about 0.5W or even less. This is probably only a little better than yelling distance in many cases. A lot of manufacturers obscure transmit power and use outlandish claims of range instead; don t believe those. Find the power output. A 2W FRS transmitter will be more credible range-wise, and the 5W GMRS transmitter as I tested better yet. Note that even GMRS radios are restricted to 0.5W on channels 8-14. The Motorola DLR/DTR radio gets about the same range with 1W as a GMRS radio does with 5W. The lower power output allows the DLR to be much smaller and lighter than a 5W GMRS radio for similar performance.

Overall conclusions Of course, what you use may depend on your needs. I d generally say:

For basic use, the high quality, good range, reasonable used price, and very small size of the Motorola DLR would make it a good all-arounder. Give one to each person (or kid) for use at the mall or amusement park, take them with you to concerts and festivals, etc.

Between vehicles, the Motorola DLR/DTR have a clear range advantage over the GMRS radios for vehicles in motion, though the GPS features of the more advanced GMRS radios may be more useful here.

For wilderness hiking and the like, GMRS radios that have GPS, maps, and NOAA weather radio reception may prove compelling and worth the extra bulk. More flexible power options may also be useful.

Low-end FRS radios can be found very cheap; around $20-$30 new for the lowest end, though their low power output and questionable charging circuits may limit their utility where it really counts.

If you just can t move away from cell phones, try the Zoleo app, which can provide some radio-like features.

A satellite communicator is still good backup safety gear for the wilderness.

Postscript: A final plug for amateur radio My 10-year-old Kenwood TH-D71A already had features none of these others have. For instance, its support for APRS and ability to act as a digipeater for APRS means that TH-D71As can form an automatic mesh between them, each one repeating new GPS positions or text messages to the others. Traditional APRS doesn t perform well in weak signal situations; however, more modern digital systems like D-Star and DMR also support APRS over more modern codecs and provide all sorts of other advantages as well (though not FHSS). My conclusions above assume a person is not going to go the amateur radio route for whatever reason. If you can get those in your group to get their license the technician is all you need a whole world of excellent options opens to you.

Appendix: The Trisquare eXRS Prior to 2012, a small company named Trisquare made a FHSS radio they called the eXRS that operated on the 900MHz band like Motorola s DLR/DTR does. Trisquare aimed at consumers and their radios were cheaper than the Motorola DLR/DTR. However, that is where the similarities end. Trisquare had an analog voice transmission, even though it used FHSS. Also, there is a problem that can arise with FHSS systems: synchronization. The receiver must hop frequencies in exactly the same order at exactly the same time as the sender. Motorola has clearly done a lot of engineering around this, and I have never encountered a synchronization problem in my DLR/DTR testing, not even once. eXRS, on the other hand, had frequent synchronization problems, which manifested themselves in weak signal conditions and sometimes with doubling. When it would happen, everyone would have to be quiet for a minute or two to give all the radios a chance to timeout and reset to the start of the hop sequence. In addition, the eXRS hardware wasn t great, and was susceptible to hardware failure. There are some that still view eXRS as a legendary device and hoard them. You can still find them used on eBay. When eXRS came out in 2007, it was indeed nice technology for the day, ahead of its time in some ways. I used and loved the eXRS radios back then; powerful GMRS wasn t all that common. But compared to today s technology, eXRS has inferior range to both GMRS and Motorola DLR/DTR (from my recollection, about a third to half of what I get with today s GMRS and DLR/DTR), is prone to finicky synchronization issues when signals are weak, and isn t made very robustly. I therefore don t recommend the eBay eXRS units. Don t assume that the eXRS weaknesses extend to Motorola DLR/DTR. The DLR/DTR radios are done well and don t suffer from the same problems. Note: This article has a long-term home on my website, where it may be updated from time to time.

These past couple of months I have been working to bring debuginfod to Ubuntu. I thought it would be a good idea to make this post and explain a little bit about what the service is and how I'm planning to deploy it. A quick recap: what's debuginfod? Here's a good summary of what debuginfod is:

debuginfod is a new-ish project whose purpose is to serve
ELF/DWARF/source-code information over HTTP.  It is developed under the
elfutils umbrella.  You can find more information about it here:
  https://sourceware.org/elfutils/Debuginfod.html
In a nutshell, by using a debuginfod service you will not need to
install debuginfo (a.k.a. dbgsym) files anymore; the symbols will be
served to GDB (or any other debuginfo consumer that supports debuginfod)
over the network.  Ultimately, this makes the debugging experience much
smoother (I myself never remember the full URL of our debuginfo
repository when I need it).

If you follow the Debian project, you might know that I run their debuginfod service. In fact, the excerpt above was taken from the announcement I made last year, letting the Debian community know that the service was available. First stage With more and more GNU/Linux distributions offering a debuginfod service to their users, I strongly believe that Ubuntu cannot afford to stay out of this "party" anymore. Fortunately, I have a manager who not only agrees with me but also turned the right knobs in order to make this project one of my priorities for this development cycle. The deployment of this service will be made in stages. The first one, whose results are due to be announced in the upcoming weeks, encompasses indexing and serving all of the available debug symbols from the official Ubuntu repository. In other words, the service will serve everything from main, universe and multiverse, from every supported Ubuntu release out there. This initial (a.k.a. "alpha") stage will also allow us to have an estimate of how much the service is used, so that we can better determine the resources allocated to it. More down the road This is just the beginning. In the following cycles, I will be working on a few interesting projects to expand the scope of the service and make it even more useful for the broader Ubuntu community. To give you an idea, here is what is on my plate:

Working on the problem of indexing and serving source code as well. This is an interesting problem and I already have some ideas, but it's also challenging and may unfold into more sub-projects. The good news is that a solution for this problem will also be beneficial to Debian.
Working with the snap developers to come up with a way to index and serve debug symbols for snaps as well.
Improve the integration of the service into Ubuntu. In fact, I have already started working on this by making elfutils (actually, libdebuginfod) install a customized shell snippet to automatically setup access to Ubuntu's debuginfod instance.

As you can see, there's a lot to do. I am happy to be working on this project, and I hope it will be helpful and useful for the Ubuntu community.

The last day
The first lesson I would like everybody to know and have is to buy two machines, especially a machine to check low blood pressure. I had actually ordered one from Amazon but they never delivered. I hope to sue them in consumer court in due course of time. The other one is a blood sugar machine which I ordered and did get, but the former is more important than the latter, and the reason why will be known soon. Mum had stopped eating solids and was entirely on liquids for the last month of her life. I did try enticing her however I could with aromatic food but failed. Add to that we had weird weather this entire year. June is supposed to be when the weather turns and we have gentle showers, but this whole June it felt like we were in an oven. She asked for liquids whenever and although I hated that she was not eating solids, at least she was having liquids (juices and whatnot) and that s how I pacified myself. I had been repeatedly told by family and extended family to get a full-time nurse but she objected time and again for the same and I had to side with her. Then July 1st came around and part of extended family also came, and they impressed both on me and her to get a nurse so finally, I was able to get her nurse. I was also being pulled in various directions (outside my stuff, mumma s stuff) and doing whatever she needed in terms of supplies. On July 4th, think she had low blood pressure but without a machine, one cannot know. At least that s what I know. If somebody knows anything better, please share, who knows it may save lives. I don t have a blood pressure monitor even to date

There used to be 5-6 doctors in our locality before the Pandemic, but because of the Pandemic and whatever other reasons, almost all doctors had given up attending house calls. And the house where I live is a 100-year-old house so it has narrow passageways and we have no lift. So taking her in and out is a challenge and an ordeal, and something that is not easily done. I had to do some more works so I asked the nurse to stay a bit over 8 p.m. I came and the nurse left for the day. That day I had been distracted for a number of reasons which I don t remember what was but at that point in time, doing those works seemed important. I called out to her but she didn t respond. I remember the night before she had been agitated while sleeping, I slept nearby and kept an eye on her. I had called her a few times to ask whether she needed something but she didn t respond. (this is about the earlier night). That evening, it was raining quite a bit, I called her a few times but she didn t speak. I kissed her on the cheek and realized she is cold. Mumma usually becomes very agitated if she feels cold and shouts at me. I realized she is cold and her body a bit stiff. I was supposed to eat but just couldn t. I dunno what I suspected, I just hired a rickshaw and went around till 9 p.m. and it was a fruitless search for a doctor. I returned home, and again called her but there was no response. Because she was not responding, I became fearful, had a shat, and then dialed the hospital. Asking for the ambulance, it took about an hr. but finally, the ambulance came in. It was now 11 o clock or 2300 hrs. when the ambulance arrived in. It took another half an hr. getting few kids who had come from some movie or something to get them to help mum get down through the passage to the ambulance. We finally reached the hospital at 2330. The people on casualty that day were known to me, and they also knew my hearing problem, so it was much easier to communicate. Half an hour later, they proclaimed her dead. Fortunately or not, I had just bought the newer mobile phone just a few days back. And right now, In India, WhatsApp is one of the most used apps. So I was able to chat with everybody and tell them what was happening or rather what has happened. Of all, mamaji (mother s brother) shared that most members of the family would not be able to come except a cousin sister who lives in Mumbai. I was instructed to get the body refrigerated for a few hrs. It is only then I came to know various ways in which the body is refrigerated and how cruel it would have been towards Atal Bihari Vajpayee s family, but that is politics. I had to go to quite a few places and was back home around 3 a.m. I was supposed to sleep, but sleep was out of the question. I whiled away a few hrs. playing, seeing movies, something or the other to keep myself distracted as literally, I had no idea what to do. Morning came, took a bath, went outside, had some snacks, came home and somewhere then slept. One of my Mausi s (mother s sister) was insisting to get the body burnt in the morning itself but I wanted at least one relative to be there on the last journey. Cousin sister and her husband came to Pune around 4 p.m. I somehow woke, ringing, the vibration I do not know what. I took a short bath, rushed to the place where we had kept the body, got the body and from there where we had asked permission to get the body burned. More than anything else, I felt so sad that except for cousin sister, and me, nobody was with her on the last journey. Even that day, it was raining hard, so people avoided going out. Brother-in-law tried to give me some money, but I brushed it off. I just wanted their company, money is and was never the criteria. So, in the evening we had a meal, my cousin sister, brother-in-law, their two daughters and me. The next day we took the bones and ash to Alandi and did what was needed. I have tried to resurrect the day so many times in my head trying to figure out what I could have done better and am inconclusive. Having a blood pressure monitor for sure would have prevented the tragedy or at least post-phoned for it for a few more days, weeks, years, dunno. I am not medically inclined.

The Books I have to confess, the time they said she is no more, I was hoping that the doctors would say, we have a pill, would you like to take it, it would reunite you with mum. Maybe it wa crazy or whatever, but if such a situation had been, I would have easily gone for it. If I were to go, some people might miss me, but nobody would miss me terribly, and at least I would be with her. There was nothing to look forward to. What saved me from going mad was Michael Crichton s Timeline. It is a fascinating and seductive book. I had actually read it years ago but had forgotten. So many days and nights I was able to sleep hoping that quantum teleportation can be achieved. Anybody in my space would be easily enticed. What joy would it be if I were to meet mum once again. I can tell my other dumb child what to do so she lives for few more years. I could talk to her, just be with her for some time. It is a powerful and seductive idea. I can see so many cults and whatnot that can be formed around it, there may already be, who knows. Another good book that helped me to date has been Through The, Rings Of Fire (Hardcover, J. D. Benedict Thyagarajan). It is an autobiography of Venkat Chalasany (story of an orphan boy who became a successful builder in Pune and the setbacks he had.) While the author has very strong views and I sometimes feel very naive views about things, I was taken a ride of my own city as it was in 1970s and 1980s. I could very well imagine all the different places and people as if they were happening right now. While I have finished the main story, there is still a bit left to read and I read 5-10 minutes every day as it s like a sweet morsel, it s like somebody sharing a tale passed without me having to make an effort. And no lies, the author has been pretty upfront where he has exaggerated or told lies or simply made-up stuff. I was thinking of adding something about movies and some more info or impressions about android but it seems that would have to wait, I do hope, it does work for somebody, even if a single life can be saved from what I shared above, my job is done.

Mum I dunno from where to start. While I m not supposed to announce it, mum left this earth a month ago (thirteen days when I started to write this blog post) ago. I am still in part denial, part shock, and morose. Of all the seasons in a year, the rainy season used to be my favorite, now would I ever be able to look and feel other than the emptiness that this season has given me? In some senses, it is and was very ironic, when she became ill about last year, I had promised myself I would be by her side for 5-6 years, not go anywhere either Hillhacks or Debconf or any meetup and I was ok with that. Now that she s no more I have no clue why am I living. What is the purpose, the utility? When she was alive, the utility was understandable. We had an unspoken agreement, I would like after her, and she was supposed to look after me. A part of me self-blames as I am sure, I have done thousands of things wrong otherwise the deal was that she was going to be for another decade. But now that she has left not even halfway, I dunno what to do. I don t have someone to fight with anymore It s mostly a robotic existence atm. I try to distract myself via movies, web series, the web, books, etc. whatever can take my mind off. From the day she died to date, I have a lower back pain which acts as a reminder. It s been a month, I eat, drink, and am surviving but still feel empty. I do things suggested by extended family but within there is no feeling, just emptiness :(. I have no clue if things will get better and even if I do want the change. I clearly have no idea, so let me share a little about what I know.

Samsung Galaxy M-52G Just a couple of days before she died, part of our extended family had come and she chose that opportunity to gift me Samsung Galaxy M-52G even though my birthday was 3 months away. Ironically, after I purchased it, the next day, one of the resellers of the phone cut the price from INR 28k to 20k. If a day more, I could have saved another 8k/- but what s done is done To my mind, the phone is middling yet a solid phone. I had the phone drop accidentally at times but not a single scratch or anything like that. One can look at the specs in greater detail on fccd.io. Before the recent price drop, as I shared it was a mid-range phone so am gonna review it on that basis itself. One of the first things I did is to buy a plastic cover as well as a cover shield even though the original one is meant to work for a year or more. This was simply for added protection and it has served me to date. Even with the additional weight, I can easily use it with one hand. It only becomes problematic when using chatting apps. such as Whatsapp, Telegram, Quicksy and a few others where it comes with Samsung keyboard with the divided/split keyboard. The A.I. for guessing words and sentences are spot-on when you are doing it in English but if you try a mixture of Hinglish (Hindi and English) that becomes a bit of a nightmare. Tryng to each A.I; new words is something of a task. I wish there was an interface in which I could train the A.I. so it could be served for Hinglish words also. I do think it does, but it s too rudimentary as it is to be any useful at least where it is now.

WiFi Direct While my previous phone did use wifi direct but it that ancient android version wasn t wedded to Wifi Direct as this one is. You have essentially two ways to connect to any system outside. One is through Wi-Fi Direct and the more expensive way is through mobile data. One of the strange things I found quite a number of times, that Wifi would lose it pairings. Before we get into it, Wikipedia has a good explanation of what Wifi direct is all about. Apparently, either my phone or my modem loses the pairing, which of the two is the culprit, I really don t know. There are two apps from the Play Store that do help in figuring out what the issue is (although it is limited in what it gives out in info. but still good.) The first one is Wifi Signal Meter and the other one is WifiAnalyzer (open-source). I have found that pairing done through Wifi Signal Meter works better than through Google s own implementation which feels lacking. The whole universe of Android seems to be built on apps and games and many of these can be bought for money, but many of these can also be played using a combination of micro-transactions and ads. For many a game, you cannot play for more than 5 minutes before you either see an ad or wait for something like 2-3 hrs. before you attempt again. Hogwarts Mystery, for e.g., is an example of that. Another one would be Explore Lands . While Hogwarts Mystery is more towards the lore created by J.K.Rowling and you can really get into the thick of things if you know the lore, Explore lands is more into Exploration of areas. In both the games, you are basically looking to gain energy over a period of time, which requires either money or viewing ads or a combination of both Sadly most ads and even Google don t seem to have caught up that I m deaf so most ads do not have subtitles, so more often than not they are useless to me. I have found also that many games share screenshots or videos that have nothing to do with how the game is. So there is quite a bit of misleading going on. I did read that Android had been having issues with connecting with developers after their app. is in the Play Store. Most apps. ask and require a whole lot of permissions that aren t needed by that app.

F-Droid Think Pirate Praveen had introduced me to F-Droid and a whole lot of things have happened in F-Droid, lot more apps. games etc. the look of F-Droid has been pulled back. In fact, I found Neo Store to be a better skin to see F-Droid. I have yet to explore more of F-Droid before sharing any recommendations and spending some time on it. I do find that many of foss apps. do need to work on how we communicate with our users. For e.g. one app. that Praveen had shared with me recently was Quicksy. And while it is better, it uses a double negative while asking permission whether it should or not to use more of the phone s resources. It is an example of that sort of language that we need to be aware of and be better. I know this post is more on the mobile rather than the desktop but that is where I m living currently.

A common error when using the sssd daemon to authenticate via Active Directory on Linux seems to be:

sssd[$PID]: ; TSIG error with server: tsig verify failure

This is from sssd launching the command nsupdate -g to do dynamic DNS updates. It is possible to specify the DNS server in /etc/sssd/sssd.conf but that will only be used AFTER the default servers have been attempted, so it seems impossible to stop this error from happening. It doesn t appear to do any harm as the correct server is discovered and used eventually. The commands piped to the nsupdate command will be something like:

server $SERVERIP
realm $DOMAIN
update delete $HOSTNAME.$DOMAIN. in A
update add $HOSTNAME.$DOMAIN. 3600 in A $HOSTIP
send
update delete $HOSTNAME.$DOMAIN. in AAAA
send

Background Internet email is becoming more reliant on DKIM, a scheme for having mail servers cryptographically sign emails. The Big Email providers have started silently spambinning messages that lack either DKIM signatures, or SPF. DKIM is arguably less broken than SPF, so I wanted to deploy it. But it has a problem: if done in a naive way, it makes all your emails non-repudiable, forever. This is not really a desirable property - at least, not desirable for you, although it can be nice for someone who (for example) gets hold of leaked messages obtained by hacking mailboxes. This problem was described at some length in Matthew Green s article Ok Google: please publish your DKIM secret keys. Following links from that article does get you to a short script to achieve key rotation but it had a number of problems, and wasn t useable in my context. dkim-rotate So I have written my own software for rotating and revoking DKIM keys: dkim-rotate. I think it is a good solution to this problem, and it ought to be deployable in many contexts (and readily adaptable to those it doesn t already support). Here s the feature list taken from the README:

Leaked emails become unattestable (plausibily deniable) within a few days soon after the configured maximum email propagation time.
Mail domain DNS configuration can be static, and separated from operational DKIM key rotation. Domain owner delegates DKIM configuration to mailserver administrator, so that dkim-rotate does not need to edit your mail domain s zone.
When a single mail server handles multiple mail domains, only a single dkim-rotate instance is needed.
Supports situations where multiple mail servers may originate mails for a single mail domain.
DNS zonefile remains small; old keys are published via a webserver, rather than DNS.
Supports runtime (post-deployment) changes to tuning parameters and configuration settings. Careful handling of errors and out-of-course situations.
Convenient outputs: a standard DNS zonefile; easily parseable settings for the MTA; and, a directory of old keys directly publishable by a webserver.

Complications It seems like it should be a simple problem. Keep N keys, and every day (or whatever), generate and start using a new key, and deliberately leak the oldest private key. But, things are more complicated than that. Considerably more complicated, as it turns out. I didn t want the DKIM key rotation software to have to edit the actual DNS zones for each relevant mail domain. That would tightly entangle the mail server administration with the DNS administration, and there are many contexts (including many of mine) where these roles are separated. The solution is to use DNS aliases (CNAME). But, now we need a fixed, relatively small, set of CNAME records for each mail domain. That means a fixed, relatively small set of key identifiers ( selectors in DKIM terminology), which must be used in rotation. We don t want the private keys to be published via the DNS because that makes an ever-growing DNS zone, which isn t great for performance; and, because we want to place barriers in the way of processes which might enumerate the set of keys we use (and the set of keys we have leaked) and keep records of what status each key had when. So we need a separate publication channel - for which a webserver was the obvious answer. We want the private keys to be readily noticeable and findable by someone who is verifying an alleged leaked email dump, but to be hard to enumerate. (One part of the strategy for this is to leave a note about it, with the prospective private key url, in the email headers.) The key rotation operations are more complicated than first appears, too. The short summary, above, neglects to consider the fact that DNS updates have a nonzero propagation time: if you change the DNS, not everyone on the Internet will experience the change immediately. So as well as a timeout for how long it might take an email to be delivered (ie, how long the DKIM signature remains valid), there is also a timeout for how long to wait after updating the DNS, before relying on everyone having got the memo. (This same timeout applies both before starting to sign emails with a new key, and before deliberately compromising a key which has been withdrawn and deadvertised.) Updating the DNS, and the MTA configuration, are fallible operations. So we need to cope with out-of-course situations, where a previous DNS or MTA update failed. In that case, we need to retry the failed update, and not proceed with key rotation. We mustn t start the timer for the key rotation until the update has been implemented. The rotation script will usually be run by cron, but it might be run by hand, and when it is run by hand it ought not to jump the gun and do anything too early (ie, before the relevant timeout has expired). cron jobs don t always run, and don t always run at precisely the right time. (And there s daylight saving time, to consider, too.) So overall, it s not sufficient to drive the system via cron and have it proceed by one unit of rotation on each run. And, hardest of all, I wanted to support post-deployment configuration changes, while continuing to keep the whole the system operational. Otherwise, you have to bake in all the timing parameters right at the beginning and can t change anything ever. So for example, I wanted to be able to change the email and DNS propagation delays, and even the number of selectors to use, without adversely affecting the delivery of already-sent emails, and without having to shut anything down. I think I have solved these problems. The resulting system is one which keeps track of the timing constraints, and the next event which might occur, on a per-key basis. It calculates on each run, which key(s) can be advanced to the next stage of their lifecycle, and performs the appropriate operations. The regular key update schedule is then an emergent property of the config parameters and cron job schedule. (I provide some example config.) Exim Integrating dkim-rotate itself with Exim was fairly easy. The lsearch lookup function can be used to fish information out of a suitable data file maintained by dkim-rotate. But a final awkwardness was getting Exim to make the right DKIM signatures, at the right time. When making a DKIM signature, one must choose a signing authority domain name: who should we claim to be? (This is the SDID in DKIM terms.) A mailserver that handles many different mail domains will be able to make good signatures on behalf of many of them. It seems to me that domain to be the mail domain in the From: header of the email. (The RFC doesn t seem to be clear on what is expected.) Exim doesn t seem to have anything builtin to do that. And, you only want to DKIM-sign emails that are originated locally or from trustworthy sources. You don t want to DKIM-sign messages that you received from the global Internet, and are sending out again (eg because of an email alias or mailing list). In theory if you verify DKIM on all incoming emails, you could avoid being fooled into signing bad emails, but rejecting all non-DKIM-verified email would be a very strong policy decision. Again, Exim doesn t seem to have cooked machinery. The resulting Exim configuration parameters run to 22 lines, and because they re parameters to an existing config item (the smtp transport) they can t even easily be deployed as a drop-in file via Debian s split config Exim configuration scheme. (I don t know if the file written for Exim s use by dkim-rotate would be suitable for other MTAs, but this part of dkim-rotate could easily be extended.) Conclusion I have today released dkim-rotate 0.4, which is the first public release for general use. I have it deployed and working, but it s new so there may well be bugs to work out. If you would like to try it out, you can get it via git from Debian Salsa. (Debian folks can also find it freshly in Debian unstable.)

comments

The GNU libc version 2.34 has just been accepted into unstable. Getting it ready has been more challenging than other versions, as this version integrates a few libraries (libpthread, libdl, libutil, libanl) into libc. While this is handled transparently at runtime, there are a few corner cases at build time:

For backwards compatibility, empty static archives (e.g. libpthread.a) are provided, so that the linker options keep working. However a few cmake files shipped in some packages still reference the path to the shared library symlink (e.g. libpthread.so) which is now removed.
A few symbols have also been moved from libresolv to libc and their __ prefix removed. While compatibily symbols are provided in the shared library for runtime compatiblity, this does not work at link time for static libraries referencing this symbol.

The next challenge is to get it migrating into testing! For the adventurous persons, GNU libc 2.35 is now available in experimental. And as people keep asking, the goal is to get the just released GNU libc 2.36 into Bookworm.

A full eight and half years (!!) since its 0.0.4 release, version 0.0.5 of RcppXts is now on CRAN. The RcppXts package demonstrates how to access the export C API of xts which we contributed a looong time ago. This release contains an accumulated small set of updates made as the CRAN Policies evolved. We now register and use the shared library routines (updates in both src/init.c and NAMESPACE), turned on continuous integration, switched it from the now disgraces service to another, adopted our portable r-ci along with r2, added badges to the README.md, updated to https URLs, and made sure the methods package (from base R) was actually imported (something Rcpp has a need for at startup). That latter part now triggered a recent email from the CRAN maintainers which prompted this release. The NEWS entries follow.

Changes in version 0.0.5 (2022-08-05)

Depends on xts 0.9-6 now on CRAN

Exports (and documents) a number of additional functions

Switch CI use to r-ci and r2u

README.md, DESCRIPTION and NEWS.Rd were updated and expanded

NAMESPACE import of the shared library uses registration

Courtesy of my CRANberries, there is also a diffstat report for this release. A bit more information about the package is available here as well as at the GitHub repo. 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.

Welcome to the July 2022 report from the Reproducible Builds project! In our reports we attempt to outline the most relevant things that have been going on in the past month. As a brief introduction, the reproducible builds effort is concerned with ensuring no flaws have been introduced during this compilation process by promising identical results are always generated from a given source, thus allowing multiple third-parties to come to a consensus on whether a build was compromised. As ever, if you are interested in contributing to the project, please visit our Contribute page on our website.

Reproducible Builds summit 2022 Despite several delays, we are pleased to announce that registration is open for our in-person summit this year: November 1st November 3rd
The event will happen in Venice (Italy). We intend to pick a venue reachable via the train station and an international airport. However, the precise venue will depend on the number of attendees. Please see the announcement email for information about how to register.

Is reproducibility practical? Ludovic Court s published an informative blog post this month asking the important question: Is reproducibility practical?:
Our attention was recently caught by a nice slide deck on the methods and tools for reproducible research in the R programming language. Among those, the talk mentions Guix, stating that it is for professional, sensitive applications that require ultimate reproducibility , which is probably a bit overkill for Reproducible Research . While we were flattered to see Guix suggested as good tool for reproducibility, the very notion that there s a kind of reproducibility that is ultimate and, essentially, impractical, is something that left us wondering: What kind of reproducibility do scientists need, if not the ultimate kind? Is reproducibility practical at all, or is it more of a horizon?
The post goes on to outlines the concept of reproducibility, situating examples within the context of the GNU Guix operating system.

diffoscope diffoscope is our in-depth and content-aware diff utility. Not only can it locate and diagnose reproducibility issues, it can provide human-readable diffs from many kinds of binary formats. This month, Chris Lamb prepared and uploaded versions `218`, `219` and `220` to Debian, as well as made the following changes:

New features:

Support Haskell 9.x series files. [ ]

Bug fixes:

Fix a regression introduced in version 207 where diffoscope would crash if one directory contained a directory that wasn t in the other. Thanks to Alderico Gallo for the testcase. [ ]

Don t traceback if we encounter an invalid Unicode character in Haskell versioning headers. [ ]

Output improvements:

Improve output of Markdown and reStructuredText to use code blocks with highlighting. [ ]

Codebase improvements:

Space out a file a little. [ ]

Update various copyright years. [ ]

Mailing list On our mailing list this month:

Roland Clobus posted his Eleventh status update about reproducible [Debian] live-build ISO images, noting amongst many other things! that all major desktops build reproducibly with bullseye, bookworm and sid.

Santiago Torres-Arias announced a Call for Papers (CfP) for a new SCORED conference, an academic workshop around software supply chain security . As Santiago highlights, this new conference invites reviewers from industry, open source, governement and academia to review the papers [and] I think that this is super important to tackle the supply chain security task .

Upstream patches The Reproducible Builds project attempts to fix as many currently-unreproducible packages as possible. This month, however, we submitted the following patches:

Bernhard M. Wiedemann

openSUSE monthly report

`acarsdec` (embeds CPU info with `march=native`)

`casacore` (embeds CPU info with `march=native`)

`kubernetes` (uses random name of temporary directory)

`setuptools/python-brotlicffi` (toolchain, filesys/readdir)

`sysstat` (FTBFS in single CPU mode)

`sundials` (FTBFS in single CPU mode)

`nim` (FTBFS in single CPU mode)

`doxygen/libzypp` (toolchain readdir)

`python-pyquil` (build failure)

`openssl-1_0_0` (build failure)

`jsonrpc-glib` (FTBFS in single CPU mode)

`slurm` (Link-Time Optimisation and `.tar` issues)

`wasi-libc` (sort the output from `find`)

Chris Lamb:

#1015245 filed against `libshumate`.

#1015246 filed against `zeal`.

#1016186 filed against `gappa`.

Philip Rinn:

#1014877 filed against `cxref`.

Vagrant Cascadian:

#1014426 filed against `cldump`.

#1014428 filed against `xmacro`.

#1014559 filed against `libloki`.

#1014560 filed against `ygl`.

#1014561 filed against `clp`.

#1014564 filed against `tvtime`.

#1014789 filed against `rdiff-backup-fs`.

Reprotest reprotest is the Reproducible Builds project s end-user tool to build the same source code twice in widely and deliberate different environments, and checking whether the binaries produced by the builds have any differences. This month, the following changes were made:

Holger Levsen:

Uploaded version `0.7.21` to Debian unstable as well as mark `0.7.22` development in the repository [ ].

Make diffoscope dependency unversioned as the required version is met even in Debian buster. [ ]

Revert an accidentally committed hunk. [ ]

Mattia Rizzolo:

Apply a patch from Nick Rosbrook to not force the tests to run only against Python 3.9. [ ]

Run the tests through `pybuild` in order to run them against all supported Python 3.x versions. [ ]

Fix a deprecation warning in the `setup.cfg` file. [ ]

Close a new Debian bug. [ ]

Reproducible builds website A number of changes were made to the Reproducible Builds website and documentation this month, including:

Arnout Engelen:

Add a link to recent May Contain Hackers 2022 conference talk slides. [ ]

Chris Lamb:

Correct some grammar. [ ]

Holger Levsen:

Add talk from FOSDEM 2015 presented by Holger and Lunar. [ ]

Show date of presentations if we have them. [ ][ ]

Add my presentation from DebConf22 [ ] and from Debian Reunion Hamburg 2022 [ ].

Add dhole to the speakers of the DebConf15 talk. [ ]

Add raboof s talk Reproducible Builds for Trustworthy Binaries from May Contain Hackers. [ ]

Drop some Debian-related suggested ideas which are not really relevant anymore. [ ]

Add a link to list of packages with patches ready to be NMUed. [ ]

Mattia Rizzolo:

Add information about our upcoming event in Venice. [ ][ ][ ][ ]

Testing framework The Reproducible Builds project runs a significant testing framework at tests.reproducible-builds.org, to check packages and other artifacts for reproducibility. This month, Holger Levsen made the following changes:

Debian-related changes:

Create graphs displaying existing `.buildinfo` files per each Debian suite/arch. [ ][ ]

Fix a typo in the Debian dashboard. [ ][ ]

Fix some issues in the `pkg-r` package set definition. [ ][ ][ ]

Improve the builtin-pho HTML output. [ ][ ][ ][ ]

Temporarily disable all live builds as our snapshot mirror is offline. [ ]

Automated node health checks:

Detect `dpkg` failures. [ ]

Detect files with bad UNIX permissions. [ ]

Relax a regular expression in order to detect Debian Live image build failures. [ ]

Misc changes:

Test that FreeBSD virtual machine has been updated to version 13.1. [ ]

Add a reminder about powercycling the `armhf`-architecture `mst0X` node. [ ]

Fix a number of typos. [ ][ ]

Update documentation. [ ][ ]

Fix Munin monitoring configuration for some nodes. [ ]

Fix the static IP address for a node. [ ]

In addition, Vagrant Cascadian updated host keys for the `cbxi4pro0` and `wbq0` nodes [ ] and, finally, node maintenance was also performed by Mattia Rizzolo [ ] and Holger Levsen [ ][ ][ ].

Contact As ever, if you are interested in contributing to the Reproducible Builds project, please visit our Contribute page on our website. However, you can get in touch with us via:

IRC: `#reproducible-builds` on `irc.oftc.net`.

Twitter: @ReproBuilds

Mailing list: `rb-general@lists.reproducible-builds.org`

Since a long time ago I ve been a gitlab-ce user, in fact I ve set it up on three of the last four companies I ve worked for (initially I installed it using the omnibus packages on a debian server but on the last two places I moved to the docker based installation, as it is easy to maintain and we don t need a big installation as the teams using it are small). On the company I work for now (kyso) we are using it to host all our internal repositories and to do all the CI/CD work (the automatic deployments are triggered by web hooks in some cases, but the rest is all done using gitlab-ci). The majority of projects are using nodejs as programming language and we have automated the publication of npm packages on our gitlab instance npm registry and even the publication into the npmjs registry. To publish the packages we have added rules to the gitlab-ci configuration of the relevant repositories and we publish them when a tag is created. As the we are lazy by definition, I configured the system to use the tag as the package version; I tested if the contents of the package.json where in sync with the expected version and if it was not I updated it and did a force push of the tag with the updated file using the following code on the script that publishes the package:

# Update package version & add it to the .build-args
INITIAL_PACKAGE_VERSION="$(npm pkg get version tr -d '"')"
npm version --allow-same --no-commit-hooks --no-git-tag-version \
  "$CI_COMMIT_TAG"
UPDATED_PACKAGE_VERSION="$(npm pkg get version tr -d '"')"
echo "UPDATED_PACKAGE_VERSION=$UPDATED_PACKAGE_VERSION" >> .build-args
# Update tag if the version was updated or abort
if [ "$INITIAL_PACKAGE_VERSION" != "$UPDATED_PACKAGE_VERSION" ]; then
  if [ -n "$CI_GIT_USER" ] && [ -n "$CI_GIT_TOKEN" ]; then
    git commit -m "Updated version from tag $CI_COMMIT_TAG" package.json
    git tag -f "$CI_COMMIT_TAG" -m "Updated version from tag"
    git push -f -o ci.skip origin "$CI_COMMIT_TAG"
  else
    echo "!!! ERROR !!!"
    echo "The updated tag could not be uploaded."
    echo "Set CI_GIT_USER and CI_GIT_TOKEN or fix the 'package.json' file"
    echo "!!! ERROR !!!"
    exit 1
  fi
fi

This feels a little dirty (we are leaving commits on the tag but not updating the original branch); I thought about trying to find the branch using the tag and update it, but I drop the idea pretty soon as there were multiple issues to consider (i.e. we can have tags pointing to commits present in multiple branches and even if it only points to one the tag does not have to be the HEAD of the branch making the inclusion difficult). In any case this system was working, so we left it until we started to publish to the NPM Registry; as we are using a token to push the packages that we don t want all developers to have access to (right now it would not matter, but when the team grows it will) I started to use gitlab protected branches on the projects that need it and adjusting the .npmrc file using protected variables. The problem then was that we can no longer do a standard force push for a branch (that is the main point of the protected branches feature) unless we use the gitlab api, so the tags with the wrong version started to fail. As the way things were being done seemed dirty anyway I thought that the best way of fixing things was to forbid users to push a tag that includes a version that does not match the package.json version. After thinking about it we decided to use githooks on the gitlab server for the repositories that need it, as we are only interested in tags we are going to use the update hook; it is executed once for each ref to be updated, and takes three parameters:

the name of the ref being updated,
the old object name stored in the ref,
and the new object name to be stored in the ref.

To install our hook we have found the gitaly relative path of each repo and located it on the server filesystem (as I said we are using docker and the gitlab s data directory is on /srv/gitlab/data, so the path to the repo has the form /srv/gitlab/data/git-data/repositories/@hashed/xx/yy/hash.git). Once we have the directory we need to:

create a custom_hooks sub directory inside it,
add the update script (as we only need one script we used that instead of creating an update.d directory, the good thing is that this will also work with a standard git server renaming the base directory to hooks instead of custom_hooks),
make it executable, and
change the directory and file ownership to make sure it can be read and executed from the gitlab container

On a console session:

$ cd /srv/gitlab/data/git-data/repositories/@hashed/xx/yy/hash.git
$ mkdir custom_hooks
$ edit_or_copy custom_hooks/update
$ chmod 0755 custom_hooks/update
$ chown --reference=. -R custom_hooks

The update script we are using is as follows:

#!/bin/sh
set -e
# kyso update hook
#
# Right now it checks version.txt or package.json versions against the tag name
# (it supports a 'v' prefix on the tag)
# Arguments
ref_name="$1"
old_rev="$2"
new_rev="$3"
# Initial test
if [ -z "$ref_name" ]    [ -z "$old_rev" ]   [ -z "$new_rev" ]; then
  echo "usage: $0 <ref> <oldrev> <newrev>" >&2
  exit 1
fi
# Get the tag short name
tag_name="$ ref_name##refs/tags/ "
# Exit if the update is not for a tag
if [ "$tag_name" = "$ref_name" ]; then
  exit 0
fi
# Get the null rev value (string of zeros)
zero=$(git hash-object --stdin </dev/null   tr '0-9a-f' '0')
# Get if the tag is new or not
if [ "$old_rev" = "$zero" ]; then
  new_tag="true"
else
  new_tag="false"
fi
# Get the type of revision:
# - delete: if the new_rev is zero
# - commit: annotated tag
# - tag: un-annotated tag
if [ "$new_rev" = "$zero" ]; then
  new_rev_type="delete"
else
  new_rev_type="$(git cat-file -t "$new_rev")"
fi
# Exit if we are deleting a tag (nothing to check here)
if [ "$new_rev_type" = "delete" ]; then
  exit 0
fi
# Check the version against the tag (supports version.txt & package.json)
if git cat-file -e "$new_rev:version.txt" >/dev/null 2>&1; then
  version="$(git cat-file -p "$new_rev:version.txt")"
  if [ "$version" = "$tag_name" ]   [ "$version" = "$ tag_name#v " ]; then
    exit 0
  else
    EMSG="tag '$tag_name' and 'version.txt' contents '$version' don't match"
    echo "GL-HOOK-ERR: $EMSG"
    exit 1
  fi
elif git cat-file -e "$new_rev:package.json" >/dev/null 2>&1; then
  version="$(
    git cat-file -p "$new_rev:package.json"   jsonpath version   tr -d '\[\]"'
  )"
  if [ "$version" = "$tag_name" ]   [ "$version" = "$ tag_name#v " ]; then
    exit 0
  else
    EMSG="tag '$tag_name' and 'package.json' version '$version' don't match"
    echo "GL-HOOK-ERR: $EMSG"
    exit 1
  fi
else
  # No version.txt or package.json file found
  exit 0
fi

Some comments about it:

we are only looking for tags, if the ref_name does not have the prefix refs/tags/ the script does an exit 0,
although we are checking if the tag is new or not we are not using the value (in gitlab that is handled by the protected tag feature),
if we are deleting a tag the script does an exit 0, we don t need to check anything in that case,
we are ignoring if the tag is annotated or not (we set the new_rev_type to tag or commit, but we don t use the value),
we test first the version.txt file and if it does not exist we check the package.json file, if it does not exist either we do an exit 0, as there is no version to check against and we allow that on a tag,
we add the GL-HOOK-ERR: prefix to the messages to show them on the gitlab web interface (can be tested creating a tag from it),
to get the version on the package.json file we use the jsonpath binary (it is installed by the jsonpath ruby gem) because it is available on the gitlab container (initially I used sed to get the value, but a real JSON parser is always a better option).

Once the hook is installed when a user tries to push a tag to a repository that has a version.txt file or package.json file and the tag does not match the version (if version.txt is present it takes precedence) the push fails. If the tag matches or the files are not present the tag is added if the user has permission to add it in gitlab (our hook is only executed if the user is allowed to create or update the tag).

Focus This month I didn't have any particular focus. I just worked on issues in my info bubble.

Changes

SPTAG: print error reason

duck: add (1 2), sort indicator phrases

aptitude: fix GCC 12 FTBFS

Debian security tracker: link GitHub advisories

Debian packages website: sync contact footer

Debian sysadmin scripts: use TLS not StartTLS

Debian BTS usertags: fix some Hurd, ftp-master and release manager usertags

Debian package uploads: tldextract, sptag

Debian wiki pages: Arturo_Teslao, DebConf (23/Artwork, 24/Artwork/LogoProposals), DebianDay/2022/Netherlands/Breda, DebianRepository/SetupWithReprepro, DebianUnstable, Derivatives/Census (BOSSlinux, Ubuntu), ExternalEntities, Games/PlayIt, Hardware/Wanted, ICTL/TrustedOrganizationCriteria, KernelDKMS, LoongArch, MemberBenefits, Mobile, mtr, qa.debian.org/Join, research/publications, Ripping, SIMDEverywhere, SystemdNetworkd, Teams/Design, Teams/Publicity/Meetings/DebConf21_session

Debian sysadmin wiki: document debian-admin subscription

Wikipedia: Message-ID

Issues

Missing dependency in libgd

Test failures in SPTAG (1 2)

Broken documentation in pdb-tools

Features in SIMDe, lintian

Underlinking in libgprofng

Missing include in cwidget

Warnings in stem

Invalid syntax in ncbi-igblast

Error details needed in SPTAG

Review

Spam: reported 4 Debian bug reports and 49 Debian mailing list posts

Debian wiki: RecentChanges for the month

Debian BTS usertags: changes for the month

Debian screenshots:

approved cbonsai cmake-qt-gui diffpdf flam3-utils gbsplay kdeconnect kde-plasma-desktop network-manager paper-icon-theme plasma-desktop qtav-players wyrd

rejected mesa-vulkan-drivers (icon), mintpy/python3-mintpy (website), fpart (logo), xserver-xorg-video-sisusb/safecopy/ca-certificates/weboob-qt (selfie), vlc (photo of Microsoft Windows), chromium-browser/android-sdk (mobile phone app, private information)

Administration

Debian BTS: unarchive/reopen/triage bugs for reintroduced packages

Debian servers: check full disks, ping users of excessive disk usage, restart a hung service

Debian wiki: approve accounts

Communication

Respond to queries from Debian users and contributors on the mailing lists and IRC

Sponsors The SPTAG, SIMDEverywhere, cwidget, aptitude, tldextract work was sponsored. All other work was done on a volunteer basis.

Here are the slides I presented for a ClickHouse SF Bay Area Meetup in July 2022, hosted by Altinity. They are about Akvorado, a network flow collector and visualizer, and notably on how it relies on ClickHouse, a column-oriented database.

Slides in PDF format

The meetup was recorded and available on YouTube. Here is the part relevant to my presentation, with subtitles:¹

I got a few questions about how to get information from the higher layers, like HTTP. As my use case for Akvorado was at the network edge, my answers were mostly negative. However, as sFlow is extensible, when collecting flows from Linux servers instead, you could embed additional data and they could be exported as well. I also got a question about doing aggregation in a single table. ClickHouse can aggregate automatically data using TTL. My answer for not doing that is partial. There is another reason: the retention periods of the various tables may overlap. For example, the main table keeps data for 15 days, but even in these 15 days, if I do a query on a 12-hour window, it is faster to use the flows_1m0s aggregated table, unless I request something about ports and IP addresses.

To generate the subtitles, I have used Amazon Transcribe, the speech-to-text solution from Amazon AWS. Unfortunately, there is no en-FR language available, which would have been useful for my ~~terrible~~ accent. While the subtitles were 100% accurate when the host, Robert Hodge from Altinity, was speaking, the success rate on my talk was quite lower. I had to rewrite almost all sentences. However, using speech-to-text is still useful to get the timings, as it is also something requiring a lot of work to do manually.

Like each month, have a look at the work funded by Freexian s Debian LTS offering. Debian project funding No any major updates on running projects.
Two 1, 2 projects are in the pipeline now.
Tryton project is in a review phase. Gradle projects is still fighting in work. In June, we put aside 2254 EUR to fund Debian projects. We re looking forward to receive more projects from various Debian teams! Learn more about the rationale behind this initiative in this article. Debian LTS contributors In June, 15 contributors have been paid to work on Debian LTS, their reports are available:

Abhijith PA did 14.00h (out of 14.00h assigned).
Andreas R nnquist did 14.50h (out of 14.50h assigned and 10.50h from previous period, thus carrying over 10.50h to the next month).
Anton Gladky did 16.00h (out of 16.00h assigned).
Ben Hutchings did 16.00h (out of 0.00h assigned and 16.00h from previous period).
Chris Lamb did 18.00h (out of 18.00h assigned).
Dominik George did 1.83h (out of 6.00h assigned and 18.00h from previous period, thus carrying over 22.17h to the next month).
Emilio Pozuelo Monfort did 30.25h (out of 9.25h assigned and 21.00h from previous period).
Enrico Zini did 8.00h (out of 9.50h assigned and 6.50h from previous period, thus carrying over 8.00h to the next month).
Markus Koschany did 30.25h (out of 30.25h assigned).
Ola Lundqvist did nothing (out of 12.00 available hours, thus carrying them over to the next month).
Roberto C. S nchez did 27.50h (out of 11.75h assigned and 18.50h from previous period, thus carrying over 2.75h to the next month).
Stefano Rivera did 8.00h (out of 30.25h assigned, thus carrying over 20.75h to the next month).
Sylvain Beucler did 30.25h (out of 13.75h assigned and 16.50h from previous period).
Thorsten Alteholz did 30.25h (out of 30.25h assigned).
Utkarsh Gupta did not report back about their work so we assume they did nothing (out of 30.25 available hours, thus carrying them over to the next month).

Evolution of the situation In June we released 27 DLAs.

This is a special month, where we have two releases (stretch and jessie) as ELTS and NO release as LTS. Buster is still handled by the security team and will probably be given in LTS hands at the beginning of the August. During this month we are updating the infrastructure, documentation and improve our internal processes to switch to a new release.
Many developers have just returned back from Debconf22, hold in Prizren, Kosovo! Many (E)LTS members could meet face-to-face and discuss some technical and social topics! Also LTS BoF took place, where the project was introduced (link to video).

Thanks to our sponsors Sponsors that joined recently are in bold. We are pleased to welcome Alter Way where their support of Debian is publicly acknowledged at the higher level, see this French quote of Alterway s CEO.

Platinum sponsors:
- TOSHIBA (for 82 months)
- GitHub (for 73 months)
- Civil Infrastructure Platform (CIP) (for 50 months)
Gold sponsors:
- Roche Diagnostics International AG (for 93 months)
- Linode (for 87 months)
- Babiel GmbH (for 76 months)
- Plat Home (for 76 months)
- University of Oxford (for 32 months)
- Deveryware (for 19 months)
- VyOS Inc (for 14 months)
- EDF SA (for 3 months)
Silver sponsors:
- Domeneshop AS (for 98 months)
- The Positive Internet Company (for 98 months)
- Nantes M tropole (for 92 months)
- Univention GmbH (for 83 months)
- Universit Jean Monnet de St Etienne (for 83 months)
- Ribbon Communications, Inc. (for 77 months)
- Exonet B.V. (for 67 months)
- Leibniz Rechenzentrum (for 61 months)
- CINECA (for 50 months)
- Minist re de l Europe et des Affaires trang res (for 45 months)
- Cloudways Ltd (for 34 months)
- Dinahosting SL (for 32 months)
- Bauer Xcel Media Deutschland KG (for 26 months)
- Platform.sh (for 26 months)
- Moxa Intelligence Co., Ltd. (for 20 months)
- sipgate GmbH (for 17 months)
- Tilburg University (for 16 months)
- OVH US LLC (for 15 months)
- GSI Helmholtzzentrum f r Schwerionenforschung GmbH (for 7 months)
- Soliton Systems K.K. (for 4 months)
Bronze sponsors:
- Evolix (for 98 months)
- Seznam.cz, a.s. (for 98 months)
- Intevation GmbH (for 95 months)
- Linuxhotel GmbH (for 95 months)
- Daevel SARL (for 94 months)
- Bitfolk LTD (for 92 months)
- Megaspace Internet Services GmbH (for 92 months)
- NUMLOG (for 92 months)
- Greenbone Networks GmbH (for 91 months)
- WinGo AG (for 91 months)
- Ecole Centrale de Nantes LHEEA (for 87 months)
- Entr ouvert (for 82 months)
- Adfinis AG (for 80 months)
- GNI MEDIA (for 74 months)
- Laboratoire LEGI UMR 5519 / CNRS (for 74 months)
- Tesorion (for 74 months)
- Bearstech (for 66 months)
- LiHAS (for 65 months)
- Catalyst IT Ltd (for 60 months)
- Supagro (for 55 months)
- Demarcq SAS (for 54 months)
- Universit Grenoble Alpes (for 40 months)
- TouchWeb SAS (for 32 months)
- SPiN AG (for 29 months)
- CoreFiling (for 24 months)
- Institut des sciences cognitives Marc Jeannerod (for 19 months)
- Observatoire des Sciences de l Univers de Grenoble (for 16 months)
- Tem Innovations GmbH (for 11 months)
- WordFinder.pro (for 10 months)
- CNRS DT INSU R sif (for 9 months)
- Alter Way

Latest virtnbdbackup version now supports backing up remote libvirt hosts, too. No installation on the hypervisor required anymore:

virtnbdbackup -U qemu+ssh://usr@hypervisor/system -d vm1 -o /backup/vm1

Same applies for restore operations, other enhancements are:

New backup mode auto which allows easy backup rotation.
Option to freeze only specific filesystems within backed up domain.
Remote backup via dedicated network: use --nbd-ip to bind the remote NDB service to an specific interface.
If virtual machine requires additional files like specific UEFI/Kernel image, these are saved via SFTP from the remote host, too.
Restore operation can now adjust domain config accordingly (and redefine it if desired).

Next up: add TLS support for remote NBD connections.

Pretty much everyone who has spent some time on a command line in Linux would have looked at the free command. This command provides some overall statistics on the memory and how it is used. Typical output looks something like this:

             total        used        free      shared  buff/cache  available
Mem:      32717924     3101156    26950016      143608     2666752  29011928
Swap:      1000444           0     1000444

Memory sits in the first row after the headers then we have the swap statistics. Most of the numbers are directly fetched from the procfs file /proc/meminfo which are scaled and presented to the user. A good example of a simple stat is total, which is just the MemTotal row located in that file. For the rest of this post, I ll make the rows from /proc/meminfo have an amber background. What is Free, and what is Used? While you could say that the free value is also merely the MemFree row, this is where Linux memory statistics start to get odd. While that value is indeed what is found for MemFree and not a calculated field, it can be misleading. Most people would assume that Free means free to use, with the implication that only this amount of memory is free to use and nothing more. That would also mean the used value is really used by something and nothing else can use it. In the early days of free and Linux statistics in general that was how it looked. Used is a calculated field (there is no MemUsed row) and was, initially, Total - Free. The problem was, Used also included Buffers and Cached values. This meant that it looked like Linux was using a lot of memory for something. If you read old messages before 2002 that are talking about excessive memory use, they quite likely are looking at the values printed by free. The thing was, under memory pressure the kernel could release Buffers and Cached for use. Not all of the storage but some of it so it wasn t all used. To counter this, free showed a row between Memory and Swap with Used having Buffers and Cached removed and Free having the same values added:

             total       used       free     shared    buffers     cached
Mem:      32717924    6063648   26654276          0     313552    2234436
-/+ buffers/cache:    3515660   29202264
Swap:      1000444          0    1000444

You might notice that this older version of free from around 2001 shows buffers and cached separately and there s no available column (we ll get to Available later.) Shared appears as zero because the old row was labelled MemShared and not Shmem which was changed in Linux 2.6 and I m running a system way past that version. It s not ideal, you can say that the amount of free memory is something above 26654276 and below 29202264 KiB but nothing more accurate. buffers and cached are almost never all-used or all-unused so the real figure is not either of those numbers but something in-between. Cached, just not for Caches That appeared to be an uneasy truce within the Linux memory statistics world for a while. By 2014 we realised that there was a problem with Cached. This field used to have the memory used for a cache for files read from storage. While this value still has that component, it was also being used for tmpfs storage and the use of tmpfs went from an interesting idea to being everywhere. Cheaper memory meant larger tmpfs partitions went from a luxury to something everyone was doing. The problem is with large files put into a tmpfs partition the Free would decrease, but so would Cached meaning the free column in the -/+ row would not change much and understate the impact of files in tmpfs. Lucky enough in Linux 2.6.32 the developers added a Shmem row which was the amount of memory used for shmem and tmpfs. Subtracting that value from Cached gave you the real cached value which we call main_cache and very briefly this is what the cached value would show in free. However, this caused further problems because not all Shem can be reclaimed and reused and probably swapped one set of problematic values for another. It did however prompt the Linux kernel community to have a look at the problem. Enter Available There was increasing awareness of the issues with working out how much memory a system has free within the kernel community. It wasn t just the output of free or the percentage values in top, but load balancer or workload placing systems would have their own view of this value. As memory management and use within the Linux kernel evolved, what was or wasn t free changed and all the userland programs were expected somehow to keep up. The kernel developers realised the best place to get an estimate of the memory not used was in the kernel and they created a new memory statistic called Available. That way if how the memory is used or set to be unreclaimable they could change it and userland programs would go along with it. procps has a fallback for this value and it s a pretty complicated setup.

Find the min_free_kybtes setting in sysfs which is the minimum amount of free memory the kernel will handle
Add a 25% to this value (e.g. if it was 4000 make it 5000), this is the low watermark
To find available, start with MemFree and subtract the low watermark
If half of both Inactive(file) and Active(file) values are greater than the low watermark, add that half value otherwise add the sum of the values minus the low watermark
If half of Slab Claimable is greater than the low watermark, add that half value otherwise add Slab Claimable minus the low watermark
If what you get is less than zero, make available zero
Or, just look at Available in /proc/meminfo

For the free program, we added the Available value and the +/- line was removed. The main_cache value was Cached + Slab while Used was calculated as Total - Free - main_cache - Buffers. This was very close to what the Used column in the +/- line used to show. What s on the Slab? The next issue that came across was the use of slabs. At this point, main_cache was Cached + Slab, but Slab consists of reclaimable and unreclaimable components. One part of Slab can be used elsewhere if needed and the other cannot but the procps tools treated them the same. The Used calculation should not subtract SUnreclaim from the Total because it is actually being used. So in 2015 main_cache was changed to be Cached + SReclaimable. This meant that Used memory was calculated as Total - Free - Cached - SReclaimable - Buffers. Revenge of tmpfs and the return of Available The tmpfs impacting Cached was still an issue. If you added a 10MB file into a tmpfs partition, then Free would reduce by 10MB and Cached would increase by 10MB meaning Used stayed unchanged even though 10MB had gone somewhere. It was time to retire the complex calculation of Used. For procps 4.0.1 onwards, Used now means not available . We take the Total memory and subtract the Available memory. This is not a perfect setup but it is probably going to be the best one we have and testing is giving us much more sensible results. It s also easier for people to understand (take the total value you see in free, then subtract the available value). What does that mean for main_cache which is part of the buff/cache value you see? As this value is no longer in the used memory calculation, it is less important. Should it also be reverted to simply Cached without the reclaimable Slabs? The calculated fields In summary, what this means for the calculated fields in procps at least is:

Used: Total - Available, unless Available is not present then it s Total Free
Cached: Cached + Reclaimable Slabs
Swap/Low/HighUsed: Corresponding Total - Free (no change here)

Almost everything else, with the exception of some bounds checking, is what you get out of /proc/meminfo which is straight from the kernel.

DebConf22 is taking place in Prizren, Kosovo, from 17th to 24th July, 2022. It is the 23rd edition of the Debian conference and organizers are working hard to create another interesting and fruitful event for attendees. We would like to warmly welcome the sponsors of DebConf22, and introduce you to them. We have four Platinum sponsors. Our first Platinum sponsor is Lenovo. As a global technology leader manufacturing a wide portfolio of connected products, including smartphones, tablets, PCs and workstations as well as AR/VR devices, smart home/office and data center solutions, Lenovo understands how critical open systems and platforms are to a connected world. Infomaniak is our second Platinum sponsor. Infomaniak is Switzerland's largest web-hosting company, also offering backup and storage services, solutions for event organizers, live-streaming and video on demand services. It wholly owns its datacenters and all elements critical to the functioning of the services and products provided by the company (both software and hardware). The ITP Prizren is our third Platinum sponsor. ITP Prizren intends to be a changing and boosting element in the area of ICT, agro-food and creatives industries, through the creation and management of a favourable environment and efficient services for SMEs, exploiting different kinds of innovations that can contribute to Kosovo to improve its level of development in industry and research, bringing benefits to the economy and society of the country as a whole. Google is our fourth Platinum sponsor. Google is one of the largest technology companies in the world, providing a wide range of Internet-related services and products such as online advertising technologies, search, cloud computing, software, and hardware. Google has been supporting Debian by sponsoring DebConf for more than ten years, and is also a Debian partner sponsoring parts of Salsa's continuous integration infrastructure within Google Cloud Platform. Our Gold sponsors are: Roche, a major international pharmaceutical provider and research company dedicated to personalized healthcare. Microsoft, enables digital transformation for the era of an intelligent cloud and an intelligent edge. Its mission is to empower every person and every organization on the planet to achieve more. Ipko Telecommunications, provides telecommunication services and it is the first and the most dominant mobile operator which offers fast-speed mobile internet 3G and 4G networks in Kosovo. Ubuntu, the Operating System delivered by Canonical. U.S. Agency for International Development, leads international development and humanitarian efforts to save lives, reduce poverty, strengthen democratic governance and help people progress beyond assistance. Our Silver sponsors are: Pexip, is the video communications platform that solves the needs of large organizations. Deepin is a Chinese commercial company focusing on the development and service of Linux-based operating systems. Hudson River Trading, a company researching and developing automated trading algorithms using advanced mathematical techniques. Amazon Web Services (AWS), is one of the world's most comprehensive and broadly adopted cloud platforms, offering over 175 fully featured services from data centers globally. The Bern University of Applied Sciences with near 7,800 students enrolled, located in the Swiss capital. credativ, a service-oriented company focusing on open-source software and also a Debian development partner. Collabora, a global consultancy delivering Open Source software solutions to the commercial world. Arm: with the world s Best SoC Design Portfolio, Arm powered solutions have been supporting innovation for more than 30 years and are deployed in over 225 billion chips to date. GitLab, an open source end-to-end software development platform with built-in version control, issue tracking, code review, CI/CD, and more. Two Sigma, rigorous inquiry, data analysis, and invention to help solve the toughest challenges across financial services. Starlabs, builds software experiences and focus on building teams that deliver creative Tech Solutions for our clients. Solaborate, has the world s most integrated and powerful virtual care delivery platform. Civil Infrastructure Platform, a collaborative project hosted by the Linux Foundation, establishing an open source base layer of industrial grade software. Matanel Foundation, operates in Israel, as its first concern is to preserve the cohesion of a society and a nation plagued by divisions. Bronze sponsors: bevuta IT, Kutia, Univention, Freexian. And finally, our Supporter level sponsors: Altus Metrum, Linux Professional Institute, Olimex, Trembelat, Makerspace IC Prizren, Cloud68.co, Gandi.net, ISG.EE, IPKO Foundation, The Deutsche Gesellschaft f r Internationale Zusammenarbeit (GIZ) GmbH. Thanks to all our sponsors for their support! Their contributions make it possible for a large number of Debian contributors from all over the globe to work together, help and learn from each other in DebConf22.

Review: Trang, by Mary Sisson

Series:	Trang #1
Publisher:	Mary Sisson
Copyright:	2011
Printing:	December 2013
ASIN:	B004I6DAQ8
Format:	Kindle
Pages:	374

In 2113, a radio mapping satellite near the Titan station disappeared. It then reappeared five days later, apparently damaged and broadcasting a signal that made computers crash. The satellite was immediately sent back to the Space Authority base in Beijing for careful examination, but the techs on the station were able to decode the transmission: a request for the contents of databases. The general manager of the station sent a probe to the same location and it too vanished, returning two days later with a picture of a portal, followed shortly by an alien probe. Five years later, Philippe Trang has been assigned as the first human diplomat to an alien space station in intergalactic space at the nexus of multiple portals. Humans will apparently be the eighth type of intelligent life to send a representative to the station. He'll have a translation system, a security detail, and the groundwork of five years of audiovisual communications with the aliens, including one that was able to learn English. But he'll be the first official diplomatic representative physically there. The current style in SF might lead you to expect a tense thriller full of nearly incomprehensible aliens, unexplained devices, and creepy mysteries. This is not that sort of book. The best comparison point I could think of is James White's Sector General novels, except with a diplomat rather than a doctor. The aliens are moderately strange (not just humans in prosthetic makeup), but are mostly earnest, well-meaning, and welcoming. Trang's security escort is more military than he expects, but that becomes a satisfying negotiation rather than an ongoing problem. There is confusion, misunderstandings, and even violence, but most of it is sorted out by earnest discussion and attempts at mutual understanding. This is, in other words, diplomat competence porn (albeit written by someone who is not a diplomat, so I wouldn't expect too much realism). Trang defuses rather than confronts, patiently sorts through the nuances of a pre-existing complex dynamic between aliens without prematurely picking sides, and has the presence of mind to realize that the special forces troops assigned to him are another culture he needs to approach with the same skills. Most of the book is low-stakes confusion, curiosity, and careful exploration, which could have been boring but wasn't. It helps that Sisson packs a lot of complexity into the station dynamics and reveals it in ways that I found enjoyably unpredictable. Some caveats: This is a self-published first novel (albeit by an experienced reporter and editor) and it shows. The book has a sort of plastic Technicolor feel that I sometimes see in self-published novels, where the details aren't quite deep enough, the writing isn't quite polished, and the dialog isn't quite as tight as I'm used to. It also meanders in a way that few commercial novels do, including slice-of-life moments and small asides that don't go anywhere. This can be either a bug or a feature depending on what you're in the mood for. I found it relaxing and stress-relieving, which is what I was looking for, but you may have a different experience. I will warn that the climax features a sudden escalation of stakes that I don't think was sufficiently signaled by the tone of the writing, and thus felt a bit unreal. Sisson also includes a couple deus ex machina twists that felt a bit predictable and easy, and I didn't find the implied recent history of one of the alien civilizations that believable. The conclusion is therefore not the strongest part of the book; if you're not enjoying the journey, it probably won't get better. But, all that said, this was fun, and I've already bought the second book in the series. It's low-stakes, gentle SF with a core of discovery and exploration rather than social dynamics, and I haven't run across much of that recently. The worst thing in the book is some dream glimpses at a horrific event in Trang's past that's never entirely on camera. It's not as pacifist as James White, but it's close. Recommended, especially if you liked Sector General. White's series is so singular that I previously would have struggled to find a suggestion for someone who wanted more exactly like that (but without the Bewitched-era sexism). Now I have an answer. Score another one for Susan Stepney, who is also how I found Julie Czerneda. Trang is also currently free for Kindle, so you can't beat the price. Followed by Trust. Rating: 8 out of 10

Welcome to the June 2022 report from the Reproducible Builds project. In these reports, we outline the most important things that we have been up to over the past month. As a quick recap, whilst anyone may inspect the source code of free software for malicious flaws, almost all software is distributed to end users as pre-compiled binaries.

Save the date! Despite several delays, we are pleased to announce dates for our in-person summit this year: November 1st 2022 November 3rd 2022
The event will happen in/around Venice (Italy), and we intend to pick a venue reachable via the train station and an international airport. However, the precise venue will depend on the number of attendees. Please see the announcement mail from Mattia Rizzolo, and do keep an eye on the mailing list for further announcements as it will hopefully include registration instructions.

News David Wheeler filed an issue against the Rust programming language to report that builds are not reproducible because full path to the source code is in the panic and debug strings . Luckily, as one of the responses mentions: the `--remap-path-prefix` solves this problem and has been used to great effect in build systems that rely on reproducibility (Bazel, Nix) to work at all and that there are efforts to teach cargo about it here .
The Python Security team announced that:
The `ctx` hosted project on PyPI was taken over via user account compromise and replaced with a malicious project which contained runtime code which collected the content of `os.environ.items()` when instantiating Ctx objects. The captured environment variables were sent as a base64 encoded query parameter to a Heroku application [ ]
As their announcement later goes onto state, version-pinning using hash-checking mode can prevent this attack, although this does depend on specific installations using this mode, rather than a prevention that can be applied systematically.
Developer vanitasvitae published an interesting and entertaining blog post detailing the blow-by-blow steps of debugging a reproducibility issue in PGPainless, a library which aims to make using OpenPGP in Java projects as simple as possible . Whilst their in-depth research into the internals of the `.jar` may have been unnecessary given that diffoscope would have identified the, it must be said that there is something to be said with occasionally delving into seemingly low-level details, as well describing any debugging process. Indeed, as vanitasvitae writes:
Yes, this would have spared me from 3h of debugging But I probably would also not have gone onto this little dive into the JAR/ZIP format, so in the end I m not mad.

Kees Cook published a short and practical blog post detailing how he uses reproducibility properties to aid work to replace one-element arrays in the Linux kernel. Kees approach is based on the principle that if a (small) proposed change is considered equivalent by the compiler, then the generated output will be identical but only if no other arbitrary or unrelated changes are introduced. Kees mentions the fantastic diffoscope tool, as well as various kernel-specific build options (eg. `KBUILD_BUILD_TIMESTAMP`) in order to prepare my build with the known to disrupt code layout options disabled .
Stefano Zacchiroli gave a presentation at GDR S curit Informatique based in part on a paper co-written with Chris Lamb titled Increasing the Integrity of Software Supply Chains. (Tweet)

Debian In Debian in this month, 28 reviews of Debian packages were added, 35 were updated and 27 were removed this month adding to our knowledge about identified issues. Two issue types were added: `nondeterministic_checksum_generated_by_coq` and `nondetermistic_js_output_from_webpack`. After Holger Levsen found hundreds of packages in the bookworm distribution that lack `.buildinfo` files, he uploaded 404 source packages to the archive (with no meaningful source changes). Currently bookworm now shows only 8 packages without `.buildinfo` files, and those 8 are fixed in unstable and should migrate shortly. By contrast, Debian unstable will always have packages without `.buildinfo` files, as this is how they come through the NEW queue. However, as these packages were not built on the official build servers (ie. they were uploaded by the maintainer) they will never migrate to Debian testing. In the future, therefore, testing should never have packages without `.buildinfo` files again. Roland Clobus posted yet another in-depth status report about his progress making the Debian Live images build reproducibly to our mailing list. In this update, Roland mentions that all major desktops build reproducibly with bullseye, bookworm and sid but also goes on to outline the progress made with automated testing of the generated images using openQA.

GNU Guix Vagrant Cascadian made a significant number of contributions to GNU Guix:

Submitted patches to fix reproducibility issues in keyutils and isl as well as reported two bugs affecting reproducibility testing [ ][ ].

23 specific fixes related to reproducibility. [1][2][3][4][5][6][7][8][9][10][11][12][13][14][15][16][17][18][19][20][21][22][23]

Proposed setting `FORCE_SOURCE_DATE=1` in the environment of all builds in order to fix numerous timestamp issues in documentation generation tools.

Identified reproducibility issues in the `maradns` package as it appears to embed a random prime number. (Patch)

Responded in a thread to point out that GNU Guix already has the infrastructure in place to verify the reproducibility of downloaded substitutes for the vast majority of packages.

Lastly, Vagrant performed an evaluation of the unreproducible packages that remain in the distribution.

Elsewhere in GNU Guix, Ludovic Court s published a paper in the journal The Art, Science, and Engineering of Programming called Building a Secure Software Supply Chain with GNU Guix:
This paper focuses on one research question: how can [Guix]((https://www.gnu.org/software/guix/) and similar systems allow users to securely update their software? [ ] Our main contribution is a model and tool to authenticate new Git revisions. We further show how, building on Git semantics, we build protections against downgrade attacks and related threats. We explain implementation choices. This work has been deployed in production two years ago, giving us insight on its actual use at scale every day. The Git checkout authentication at its core is applicable beyond the specific use case of Guix, and we think it could benefit to developer teams that use Git.
A full PDF of the text is available.

openSUSE In the world of openSUSE, SUSE announced at SUSECon that they are preparing to meet SLSA level 4. (SLSA (Supply chain Levels for Software Artifacts) is a new industry-led standardisation effort that aims to protect the integrity of the software supply chain.) However, at the time of writing, timestamps within RPM archives are not normalised, so bit-for-bit identical reproducible builds are not possible. Some in-toto provenance files published for SUSE s SLE-15-SP4 as one result of the SLSA level 4 effort. Old binaries are not rebuilt, so only new builds (e.g. maintenance updates) have this metadata added. Lastly, Bernhard M. Wiedemann posted his usual monthly openSUSE reproducible builds status report.

diffoscope diffoscope is our in-depth and content-aware diff utility. Not only can it locate and diagnose reproducibility issues, it can provide human-readable diffs from many kinds of binary formats. This month, Chris Lamb prepared and uploaded versions `215`, `216` and `217` to Debian unstable. Chris Lamb also made the following changes:

New features:

Print profile output if we were called with `--profile` and we were killed via a `TERM` signal. This should help in situations where diffoscope is terminated due to some sort of timeout. [ ]

Support both PyPDF 1.x and 2.x. [ ]

Bug fixes:

Also catch `IndexError` exceptions (in addition to `ValueError`) when parsing `.pyc` files. (#1012258)

Correct the logic for supporting different versions of the `argcomplete` module. [ ]

Output improvements:

Don t leak the (likely-temporary) pathname when comparing PDF documents. [ ]

Logging improvements:

Update test fixtures for GNU readelf 2.38 (now in Debian unstable). [ ][ ]

Be more specific about the minimum required version of `readelf` (ie. binutils), as it appears that this patch level version change resulted in a change of output, not the minor version. [ ]

Use our `@skip_unless_tool_is_at_least` decorator (NB. `at_least`) over `@skip_if_tool_version_is` (NB. `is`) to fix tests under Debian stable. [ ]

Emit a warning if/when we are handling a UNIX `TERM` signal. [ ]

Codebase improvements:

Clarify in what situations the main `finally` block gets called with respect to `TERM` signal handling. [ ]

Clarify control flow in the `diffoscope.profiling` module. [ ]

Correctly package the `scripts/` directory. [ ]

In addition, Edward Betts updated a broken link to the RSS on the diffoscope homepage and Vagrant Cascadian updated the diffoscope package in GNU Guix [ ][ ][ ].

Upstream patches The Reproducible Builds project detects, dissects and attempts to fix as many currently-unreproducible packages as possible. We endeavour to send all of our patches upstream where appropriate. This month, we wrote a large number of such patches, including:

Bernhard M. Wiedemann:

`build-compare` caused a regression for a few days.

`python-fasttext` (CPU-related issue).

Chris Lamb:

#1012614 filed against `node-dommatrix`.

#1012766 filed against `rtpengine`.

#1012790 filed against `sphinxcontrib-mermaid`.

#1012792 filed against `yaru-theme`.

#1012836 filed against `mapproxy` (forwarded upstream).

#1013257 filed against `libxsmm`.

#1014041 filed against `yt-dlp` (forwarded upstream).

#891263 was filed against puppet in February 2018 and the patch was finally proposed for inclusion upstream.

Testing framework The Reproducible Builds project runs a significant testing framework at tests.reproducible-builds.org, to check packages and other artifacts for reproducibility. This month, the following changes were made:

Holger Levsen:

Add a package set for packages that use the R programming language [ ] as well as one for Rust [ ].

Improve package set matching for Python [ ] and font-related [ ] packages.

Install the `lz4`, `lzop` and `xz-utils` packages on all nodes in order to detect running kernels. [ ]

Improve the cleanup mechanisms when testing the reproducibility of Debian Live images. [ ][ ]

In the automated node health checks, deprioritise the generic kernel warning . [ ]

Roland Clobus (Debian Live image reproducibility):

Add various maintenance jobs to the Jenkins view. [ ]

Cleanup old workspaces after 24 hours. [ ]

Cleanup temporary workspace and resulting directories. [ ]

Implement a number of fixes and improvements around publishing files. [ ][ ][ ]

Don t attempt to preserve the file timestamps when copying artifacts. [ ]

And finally, node maintenance was also performed by Mattia Rizzolo [ ].

Mailing list and website On our mailing list this month:

David Wheeler started a thread stating his desire that reproducible builds and GitBOM are able to work together simultaneously. David first describes the goals of both GitBOM and reproducibility, outlines the potential problems and even outlines a number of prospective solutions.

In a similar vein, David Wheeler also posted about the problems with Profile-Guided Optimisation (PGO) in relation to reproducible builds.

Roland Clobus copied in our mailing list with a question about whether enabling link-time optimisations (LTO) in Debian as a whole might cause reproducibility problems.

Mattia Rizzolo posted a request for assistance regarding the translations of our website.

Lastly, Chris Lamb updated the main Reproducible Builds website and documentation in a number of small ways, but primarily published an interview with Hans-Christoph Steiner of the F-Droid project. Chris Lamb also added a Coffeescript example for parsing and using the `SOURCE_DATE_EPOCH` environment variable [ ]. In addition, Sebastian Crane very-helpfully updated the screenshot of salsa.debian.org s request access button on the How to join the Salsa group. [ ]

Contact If you are interested in contributing to the Reproducible Builds project, please visit our Contribute page on our website. However, you can get in touch with us via:

IRC: `#reproducible-builds` on `irc.oftc.net`.

Twitter: @ReproBuilds

Mailing list: `rb-general@lists.reproducible-builds.org`

Review: A Master of Djinn, by P. Dj l Clark

Series:	Dead Djinn Universe #1
Publisher:	Tordotcom
Copyright:	2021
ISBN:	1-250-26767-6
Format:	Kindle
Pages:	391

A Master of Djinn is the first novel in the Dead Djinn Universe, but (as you might guess from the series title) is a direct sequel to the novelette "A Dead Djinn in Cairo". The novelette is not as good as the novel, but I recommend reading it first for the character introductions and some plot elements that carry over. Reading The Haunting of Tram Car 015 first is entirely optional. In 1912 in a mansion in Giza, a secret society of (mostly) British men is meeting. The Hermetic Brotherhood of Al-Jahiz is devoted to unlocking the mysteries of the Soudanese mystic al-Jahiz. In our world, these men would likely be colonialist plunderers. In this world, they still aspire to that role, but they're playing catch-up. Al-Jahiz bored into the Kaf, releasing djinn and magic into the world and making Egypt a world power in its own right. Now, its cities are full of clockwork marvels, djinn walk the streets as citizens, and British rule has been ejected from India and Africa by local magic. This group of still-rich romantics and crackpots hopes to discover the knowledge lost when al-Jahiz disappeared. They have not had much success. This will not save their lives. Fatma el-Sha'arawi is a special investigator for the Ministry of Alchemy, Enchantments, and Supernatural Entities. Her job is sorting out the problems caused by this new magic, such as a couple of young thieves with a bottle full of sleeping djinn whose angry reaction to being unexpectedly woken has very little to do with wishes. She is one of the few female investigators in a ministry that is slowly modernizing with the rest of society (Egyptian women just got the vote). She's also the one called to investigate the murder of a secret society of British men and a couple of Cairenes by a black-robed man in a golden mask. The black-robed man claims to be al-Jahiz returned, and proves to be terrifyingly adept at manipulating crowds and sparking popular dissent. Fatma and the Ministry's first attempt to handle him is a poorly-judged confrontation stymied by hostile crowds, the man's duplicating bodyguard, and his own fighting ability. From there, it's a race between Fatma's pursuit of linear clues and the black-robed man's efforts to destabilize society. This, like the previous short stories, is a police procedural, but it has considerably more room to breathe at novel length. That serves it well, since as with "A Dead Djinn in Cairo" the procedural part is a linear, reactive vehicle for plot exposition. I was more invested in Fatma's relationships with the supporting characters. Since the previous story, she's struck up a romance with Siti, a highly competent follower of the old Egyptian gods (Hathor in particular) and my favorite character in the book. She's also been assigned a new partner, Hadia, a new graduate and another female agent. The slow defeat of Fatma's irritation at not being allowed to work alone by Hadia's cheerful competence and persistence (and willingness to do paperwork) adds a lot to the characterization. The setting felt a bit less atmospheric than The Haunting of Tram Car 015, but we get more details of international politics, and they're a delight. Clark takes obvious (and warranted) glee in showing how the reintroduction of magic has shifted the balance of power away from the colonial empires. Cairo is a bustling steampunk metropolis and capital of a world power, welcoming envoys from West African kingdoms alongside the (still racist and obnoxious but now much less powerful) British and other Europeans. European countries were forced to search their own mythology for possible sources of magic power, which leads to the hilarious scene of the German Kaiser carrying a sleepy goblin on his shoulder to monitor his diplomacy. The magic of the story was less successful for me, although still enjoyable. The angels from "A Dead Djinn in Cairo" make another appearance and again felt like the freshest bit of world-building, but we don't find out much more about them. I liked the djinn and their widely-varied types and magic, but apart from them and a few glimpses of Egypt's older gods, that was the extent of the underlying structure. There is a significant magical artifact, but the characters are essentially handed an instruction manual, use it according to its instructions, and it then does what it was documented to do. It was a bit unsatisfying. I'm the type of fantasy reader who always wants to read the sourcebook for the magic system, but this is not that sort of a book. Instead, it's the kind of book where the investigator steadily follows a linear trail of clues and leads until they reach the final confrontation. Here, the confrontation felt remarkably like cut scenes from a Japanese RPG: sudden vast changes in scale, clockwork constructs, massive monsters, villains standing on mobile platforms, and surprise combat reversals. I could almost hear the fight music and see the dialog boxes pop up. This isn't exactly a complaint I love Japanese RPGs but it did add to the feeling that the plot was on rails and didn't require many decisions from the protagonist. Clark also relies on an overused plot cliche in the climactic battle, which was a minor disappointment. A Master of Djinn won the Nebula for best 2021 novel, I suspect largely on the basis of its setting and refreshingly non-European magical system. I don't entirely agree; the writing is still a bit clunky, with unnecessary sentences and stock phrases showing up here and there, and I think it suffers from the typical deficiencies of SFF writers writing mysteries or police procedurals without the plot sophistication normally found in that genre. But this is good stuff for a first novel, with fun supporting characters (loved the librarian) and some great world-building. I would happily read more in this universe. Rating: 7 out of 10

Search Results: "spa"

19 August 2022

Changes in RcppArmadillo version 0.11.2.3.0 (2022-07-12) (GitHub Only) Upgraded to Armadillo release 11.2.3 (Classic Roast) fix Cube::insert_slices() to accept Cube::slice() as input

Changes in RcppArmadillo version 0.11.2.2.0 (2022-07-04) (GitHub Only) Upgraded to Armadillo release 11.2.2 (Classic Roast) fix incorrect and/or slow convergence in single-threaded versions of kmeans(), gmm_diag::learn(), gmm_full::learn()

15 August 2022

Privacy The privacy picture on these is interesting.

Meshtastic Meshtastic uses strong AES encryption. But as messaging features require a paired phone, the privacy implications of a phone also apply here.

14 August 2022

12 August 2022

10 August 2022

8 August 2022

7 August 2022

5 August 2022

Changes in version 0.0.5 (2022-08-05) Depends on xts 0.9-6 now on CRAN Exports (and documents) a number of additional functions Switch CI use to r-ci and r2u README.md, DESCRIPTION and NEWS.Rd were updated and expanded NAMESPACE import of the shared library uses registration

4 August 2022

1 August 2022

31 July 2022

Focus This month I didn't have any particular focus. I just worked on issues in my info bubble.

Issues Missing dependency in libgd Test failures in SPTAG (1 2) Broken documentation in pdb-tools Features in SIMDe, lintian Underlinking in libgprofng Missing include in cwidget Warnings in stem Invalid syntax in ncbi-igblast Error details needed in SPTAG

Administration Debian BTS: unarchive/reopen/triage bugs for reintroduced packages Debian servers: check full disks, ping users of excessive disk usage, restart a hung service Debian wiki: approve accounts

Communication Respond to queries from Debian users and contributors on the mailing lists and IRC

Sponsors The SPTAG, SIMDEverywhere, cwidget, aptitude, tldextract work was sponsored. All other work was done on a volunteer basis.

27 July 2022

26 July 2022

19 July 2022

18 July 2022

17 July 2022

13 July 2022

Contact If you are interested in contributing to the Reproducible Builds project, please visit our Contribute page on our website. However, you can get in touch with us via: IRC: #reproducible-builds on irc.oftc.net. Twitter: @ReproBuilds Mailing list: rb-general@lists.reproducible-builds.org

6 July 2022

Changes in RcppArmadillo version 0.11.2.3.0 (2022-07-12) (GitHub Only)

Upgraded to Armadillo release 11.2.3 (Classic Roast)

fix `Cube::insert_slices()` to accept `Cube::slice()` as input

Changes in RcppArmadillo version 0.11.2.2.0 (2022-07-04) (GitHub Only)

Upgraded to Armadillo release 11.2.2 (Classic Roast)

fix incorrect and/or slow convergence in single-threaded versions of `kmeans()`, `gmm_diag::learn()`, `gmm_full::learn()`

Changes in version 0.0.5 (2022-08-05)

Depends on xts 0.9-6 now on CRAN

Exports (and documents) a number of additional functions

Switch CI use to r-ci and r2u

README.md, DESCRIPTION and NEWS.Rd were updated and expanded

NAMESPACE import of the shared library uses registration

Issues

Missing dependency in libgd

Test failures in SPTAG (1 2)

Broken documentation in pdb-tools

Features in SIMDe, lintian

Underlinking in libgprofng

Missing include in cwidget

Warnings in stem

Invalid syntax in ncbi-igblast

Error details needed in SPTAG

Administration

Debian BTS: unarchive/reopen/triage bugs for reintroduced packages

Debian servers: check full disks, ping users of excessive disk usage, restart a hung service

Debian wiki: approve accounts

Communication

Respond to queries from Debian users and contributors on the mailing lists and IRC