This is the first of a two-part post, covering high-level thoughts around my motivations and vision. Make sure to check out the second part for my specific goals for 2023. A new year is upon us! My plan was to be 6 months into the journey of starting a business by this point. I made some very tentative progress towards that goal in 2022, registering a company and starting some consulting work, but on the whole I ve found it much harder than expected to gather the necessary energy to begin that journey in earnest.

Reflection I m excited about the next chapter of my career, so the fact that I ve been struggling to get started has been frustrating. The only upside is that the delay has given me plenty of time to reflect on the last few years and what I can learn from them and draw some lessons to help better manage and sustain my energy going forward.

Purpose A large part of what I ve realised is that I should have left Google years ago. It was a great place to work, and I m incredibly grateful for everything I learned and received during my time there. For years it was my dream job, but my happiness had been declining, and instead of taking the (relatively small) risk of leaving to the unknown, I tried several variations of team and role in the hope of restoring the dream. The reality is that a significant chunk of my motivation and energy comes from being able to link my work back to a bigger purpose that delivers concrete positive impact in the world. I felt that link through Google s mission to make information universally accessible and useful for the first 10-11 years, but for the latter 4-5 years my ability to see that link was tenuous at best and trying to push through the challenges presented without that link providing a reliable source of energy is what drove my unhappiness and led to needing a longer break to recharge. I expect the challenges of starting a business to be even greater than what I experienced at Google, so the lesson I m taking from this is that it s crucial for me to understand what the link between my work and the bigger purpose with concrete positive impact in the world that I m aiming to contribute to is.

Community The second factor that I ve slowly come to realise has been missing from my career in the last few years has been participation in a professional community and a variety of enriching interpersonal relationships. As much as I value and need this type of interaction, fostering and sustaining it unfortunately doesn t come naturally to me. Working remotely since 2016 and then taking a 9 month break out of the industry are not particularly helpful contributors to building and maintaining a wide network either! The lesson here is simply that I m going to need to push past my comfort zone in reaching out and introducing myself to a range of people in order to grow my professional network, and equally I need to be diligent and disciplined in making time to maintain and regularly connect with people whom I respect and find energising to interact with.

Personal Influences Lastly, I ve been reflecting on a set of principles that are important to me. These are not so much new lessons, more confirming to myself what I value moving forward. There are many things I could include here, but to keep it somewhat brief, the key influences on my thinking are:

• Independence - I can t entirely explain why or where it comes from, but since the start of my professional career (which I consider to be my consulting/freelancing development during high school) I ve understood that I m far more motivated by building and growing my own business than I am by working for someone else. Working for myself has always felt like the default and sensible course - I m excited to get back to that.
• Openness - Open is better than closed, in terms of software, business model and organisational processes. This continues to be a strong belief and something I want to uphold in my business endeavours. Competition should be based on superior technical quality or service, not artificial constraints or barriers to entry that lock customers and users into a single solution or market. Protocols and networks should be open for wide participation and easily accessible to new entrants and competition.
• People first - This applies both to how we work with each other - respectfully, valuing diversity and with integrity, and to how we apply technology to our world - with consideration for all stakeholders it may affect and awareness of both the intended and potential unintended impacts.

Framework Using Vision, Mission and Strategy as a planning framework has worked quite well for me when building and growing teams over the years, so I plan to re-use it personally to help organise the above reflections into a hopefully cohesive plan than results in some useful 2023 goals.

Vision Software systems contribute direct and meaningful impact to solving real problems in our world. Each word has a fair bit of meaning behind it for me, so breaking it down a little bit:

• software systems - excite me because software is eating the world and has significant potential to do good.
• contribute - Software alone doesn t solve problems, and misapplied can easily make things worse. To contribute software needs to be designed intentionally and evaluated with an awareness of risks it could pose within the complex system that is our modern world.
• direct and meaningful impact - I m not looking for broad outcomes like improving productivity or communication, which apply generally across many problems. I want to see software applied to solve specific blockers whose removal unlocks significant progress towards solving a problem.
• real - as opposed to straightforward problems. The types of issue where the acknowledgement of it as a real problem often ends the sentence as it feels too big to tackle. Climate change and pandemic risk are examples of real problems. Decentralising finance or selling more widgets are not.
• in our world - is mostly filler to round out the sentence nicely, but I do think we should probably sort out the mess we re making on our own planet before trying to colonise anywhere else.

Mission To lead the development and operation of software systems that deliver new opportunities for individuals, businesses and communities to solve the real problems in their community. Again breaking down the intent a little bit:

• lead - having a meaningful impact on real problems is a big job. I won t succeed as a one man band. It will require building and growing a larger team.
• development and operation - development is fun and necessary, but I also wanted to highlight that the ongoing operation and integration of those software systems into the broader social and human systems of our world is an equally important and ongoing need.
• new opportunities - are important to drive and motivate investment in the adoption of technology. Building or operating a system that maintains the status quo is not motivating for me.
• individuals, businesses and communities - aka everyone! But each of these groups (as examples, not specific) will have diverse roles, needs and interactions with the software which must be considered to ensure the system achieves the desired contribution and impact.
• their community - refines the ambition from the vision to an achievable scope of action within which to execute the mission. We won t solve our problems by targeting one big global fix, but if we each participate in solving the problems in our community, collectively it will make a difference.

Strategy Build a sustainable business that provides a home and infrastructure to support a continuous cycle of development, validation and growth of software systems fulfilling the mission and vision above.

• Accumulate meaningful impact via a portfolio of systems rather than one big bet.
• Focus on opportunities that promote the decarbonisation of our economy (the most pressing problem our society faces), but not at the expense of ignoring compelling opportunities to contribute impact to other real problems also.
• Favour the marathon over the sprint - while being first can be fun and convey benefits, it s often the fast-followers who learn from the initial mistakes and deliver lasting change and broader impact.

In keeping with the final bullet point, I aim to evaluate the strategy against a long-term view of success. What excites me about it is that it has the potential to provide structure and clarity for my work while also enabling many future paths - from operating a portfolio of micro-SaaS products that each solve real problems for a specific niche or community, or diving deep into a single compelling opportunity for a year or two, joining with others to partner on shared ventures or some combination of all three and other variations in between.

Your Thoughts I consider this a first draft, which I intend to revise and evolve further over the next 6-12 months. I don t plan major changes to the intent or underlying ideas, but finding the best words to express and convey that intent clearly is not something I expect to get right on the first take. I d love to have your feedback and engagement as I move forward with this strategy - please use the box in the sidebar (or on the front page, if you re on a phone) to be notified when I post new writing, drop me an email with your thoughts or even book a meeting to say hi and discuss something in detail.

Goals for 2023 Next up - check out part two of this post to see my goals for 2023.

Two weeks after the release of RcppTOML 0.2.0 and the switch to toml++, we have a quick bugfix release 0.2.1. TOML is a file format that is most suitable for configurations, as it is meant to be edited by humans but read by computers. It emphasizes strong readability for humans while at the same time supporting strong typing as well as immediate and clear error reports. On small typos you get parse errors, rather than silently corrupted garbage. Much preferable to any and all of XML, JSON or YAML though sadly these may be too ubiquitous now. TOML is frequently being used with the projects such as the Hugo static blog compiler, or the Cargo system of Crates (aka packages ) for the Rust language. Some architectures, aarch64 included, got confused over float16 which is of course a tiny two-byte type nobody should need. After consulting with Mark we concluded to (at least for now) simply override this excluding the use of float16 . The short summary of changes follows.

Changes in version 0.2.1 (2023-01-25)

• Explicitly set -DTOML_ENABLE_FLOAT16=0 to permit compilation on some architectures stumbling of the type.

Courtesy of my CRANberries, there is a diffstat report for this release. More information is on the RcppTOML page page. Please use the GitHub issue tracker for issues and bugreports. 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.

Working in information security means building controls, developing technologies that ensure that sensitive material can only be accessed by people that you trust. It also means categorising people into "trustworthy" and "untrustworthy", and trying to come up with a reasonable way to apply that such that people can do their jobs without all your secrets being available to just anyone in the company who wants to sell them to a competitor. It means ensuring that accounts who you consider to be threats shouldn't be able to do any damage, because if someone compromises an internal account you need to be able to shut them down quickly.

And like pretty much any security control, this can be used for both good and bad. The technologies you develop to monitor users to identify compromised accounts can also be used to compromise legitimate users who management don't like. The infrastructure you build to push updates to users can also be used to push browser extensions that interfere with labour organisation efforts. In many cases there's no technical barrier between something you've developed to flag compromised accounts and the same technology being used to flag users who are unhappy with certain aspects of management.

If you're asked to build technology that lets you make this sort of decision, think about whether that's what you want to be doing. Think about who can compel you to use it in ways other than how it was intended. Consider whether that's something you want on your conscience. And then think about whether you can meet those requirements in a different way. If they can simply compel one junior engineer to alter configuration, that's very different to an implementation that requires sign-offs from multiple senior developers. Make sure that all such policy changes have to be clearly documented, including not just who signed off on it but who asked them to. Build infrastructure that creates a record of who decided to fuck over your coworkers, rather than just blaming whoever committed the config update. The blame trail should never terminate in the person who was told to do something or get fired - the blame trail should clearly indicate who ordered them to do that.

But most importantly: build security features as if they'll be used against you.

comments

The Rcpp team is thrilled to announce the newest release 1.0.10 of the Rcpp package which is hitting CRAN now and will go to Debian shortly. Windows and macOS builds should appear at CRAN in the next few days, as will builds in different Linux distribution and of course at r2u. The release was prepared a few days ago, but given the widespread use at CRAN it took a few days to be processed. As always, our sincere thanks to the CRAN maintainers Uwe Ligges and Kurt Hornik. This release continues with the six-months cycle started with release 1.0.5 in July 2020. As a reminder, we do of course make interim snapshot dev or rc releases available via the Rcpp drat repo and strongly encourage their use and testing I run my systems with these versions which tend to work just as well, and are also fully tested against all reverse-dependencies. Rcpp has become the most popular way of enhancing R with C or C++ code. Right now, around 2623 packages on CRAN depend on Rcpp for making analytical code go faster and further, along with 252 in BioConductor. On CRAN, 13.7% of all packages depend (directly) on CRAN, and 58.7% of all compiled packages do. From the cloud mirror of CRAN (which is but a subset of all CRAN downloads), Rcpp has been downloaded 67.1 million times. This release is incremental as usual, preserving existing capabilities faithfully while smoothing our corners and / or extending slightly. Of particular note is the now fully-enabled use of the unwind protection making some operations a little faster by default; special thanks to I aki for spearheading this. Kevin and I also polished a few other bugs off as detailed below. The full list of details follows.

Changes in Rcpp release version 1.0.10 (2023-01-12)

• Changes in Rcpp API:
  • Unwind protection is enabled by default (I aki in #1225). It can be disabled by defining RCPP_NO_UNWIND_PROTECT before including Rcpp.h. RCPP_USE_UNWIND_PROTECT is not checked anymore and has no effect. The associated plugin unwindProtect is therefore deprecated and will be removed in a future release.
  • The 'finalize' method for Rcpp Modules is now eagerly materialized, fixing an issue where errors can occur when Module finalizers are run (Kevin in #1231 closing #1230).
  • Zero-row data.frame objects can receive push_back or push_front (Dirk in #1233 fixing #1232).
  • One remaining sprintf has been replaced by snprintf (Dirk and Kevin in #1236 and #1237).
  • Several conversion warnings found by clang++ have been addressed (Dirk in #1240 and #1241).
• Changes in Rcpp Attributes:
  • The C++20, C++2b (experimental) and C++23 standards now have plugin support like the other C++ standards (Dirk in #1228).
  • The source path for attributes received one more protection from spaces (Dirk in #1235 addressing #1234).
• Changes in Rcpp Deployment:
  • Several GitHub Actions have been updated.

Thanks to my CRANberries, you can also look at a diff to the previous release. Questions, comments etc should go to the rcpp-devel mailing list off the R-Forge page. Bugs reports are welcome at the GitHub issue tracker as well (where one can also search among open or closed issues); questions are also welcome under rcpp tag at StackOverflow which also allows searching among the (currently) 2932 previous questions. 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.

Boost is a very large and comprehensive set of (peer-reviewed) libraries for the C++ programming language, containing well over one hundred individual libraries. The BH package provides a sizeable subset of header-only libraries for (easier, no linking required) use by R. It is fairly widely used: the (partial) CRAN mirror logs (aggregated from the cloud mirrors) show over 32.6 million package downloads. Version 1.81.0 of Boost was released in December following the regular Boost release schedule of April, August and December releases. As the commits and changelog show, we packaged it almost immediately and started testing following our annual update cycle which strives to balance being close enough to upstream and not stressing CRAN and the user base too much. The reverse depends check revealed about a handful of packages requiring changes or adjustments which is a pretty good outcome given the over three hundred direct reverse dependencies. So we opened issue #88 to coordinate the issue over the winter break during which CRAN also closes (just as we did before), and also send a wider PSA tweet as a heads-up. Our sincere thanks to the two packages that already updated, and the four that likely will soon. Our thanks also to CRAN for reviewing the package impact over the last few days since I uploaded the package earlier this week. There are a number of changes I have to make each time in BH, and it is worth mentioning them. Because CRAN cares about backwards compatibility and the ability to be used on minimal or older systems, we still adjust the filenames of a few files to fit a jurassic constraints of just over a 100 characters per filepath present in some long-outdated versions of tar. Not a big deal. We also, and that is more controversial, silence a number of #pragma diagnostic messages for g++ and clang++ because CRAN insists on it. I have no choice in that matter. Next, and hopefully this time only, we also found and replaced a few remaining sprintf uses and replaced them with snprintf. Many of the Boost libraries did that, so I hope by the next upgrade for Boost 1.84.0 next winter this will be fully taken care of. Lastly, and also only this time, we silenced a warning about Boost switching to C++14 in the next release 1.82.0 in April. This may matter for a number of packages having a hard-wired selection of C++11 as their C++ language standard. Luckily our compilers are good enough for C++14 so worst case I will have to nudge a few packages next December. This release adds one new library for url processing which struck us as potentially quite useful. The more detailed NEWS log follows.

Changes in version 1.81.0-1 (2023-01-17)

• Upgrade to Boost 1.81.0 (#87)
• Added url (new in 1.81.0)
• Converted remaining sprintf to snprintf (#90 fixing #89)
• Comment-out gcc warning messages in three files

Via my CRANberries, there is a diffstat report relative to the previous release. Comments and suggestions about BH are welcome via the issue tracker 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.

The RcppSimdJson package was just updated to release 0.1.9. RcppSimdJson wraps the fantastic and genuinely impressive simdjson library by Daniel Lemire and collaborators. Via very clever algorithmic engineering to obtain largely branch-free code, coupled with modern C++ and newer compiler instructions, it results in parsing gigabytes of JSON parsed per second which is quite mindboggling. The best-case performance is faster than CPU speed as use of parallel SIMD instructions and careful branch avoidance can lead to less than one cpu cycle per byte parsed; see the video of the talk by Daniel Lemire at QCon. This release updates the underlying simdjson library to version 3.0.1, settles on C++17 as the language standard, exports a worker function for direct C(++) access, and polishes a few small things around the package and tests. The NEWS entry for this release follows.

Changes in version 0.1.9 (2023-01-21)

• The internal function deseralize_json is now exported at the C++ level as well as in R (Dirk in #81 closing #80).
• simdjson was upgraded to version 3.0.1 (Dirk in #83).
• The package now defaults to C++17 compilation; configure has been retired (Dirk closing #82).
• The three main R access functions now use a more compact argument check via stopifnot (Dirk).

Courtesy of my CRANberries, there is also a diffstat report for this release. For questions, suggestions, or issues please use the issue tracker 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.

A new release of RcppFastFloat arrived on CRAN yesterday. The package wraps fast_float, another nice library by Daniel Lemire. For details, see the arXiv paper showing that one can convert character representations of numbers into floating point at rates at or exceeding one gigabyte per second. This release updates the underlying fast_float library version. Special thanks to Daniel Lemire for quickly accomodating a parsing use case we had encode as a test, namely with various whitespace codes. The default in fast_float, as in C++17, is to be more narrow but we enable the wider use case via two #define statements.

Changes in version 0.0.4 (2023-01-20)

• Update to fast_float 3.9.0
• Set two #define re-establish prior behaviour with respect to whitespace removal prior to parsing for as.double2()
• Small update to continuous integration actions

Courtesy of my CRANberries, there is also a diffstat report for this release. 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.

There's a bunch of ways you can store cryptographic keys. The most obvious is to just stick them on disk, but that has the downside that anyone with access to the system could just steal them and do whatever they wanted with them. At the far end of the scale you have Hardware Security Modules (HSMs), hardware devices that are specially designed to self destruct if you try to take them apart and extract the keys, and which will generate an audit trail of every key operation. In between you have things like smartcards, TPMs, Yubikeys, and other platform secure enclaves - devices that don't allow arbitrary access to keys, but which don't offer the same level of assurance as an actual HSM (and are, as a result, orders of magnitude cheaper).

The problem with all of these hardware approaches is that they have entirely different communication mechanisms. The industry realised this wasn't ideal, and in 1994 RSA released version 1 of the PKCS#11 specification. This defines a C interface with a single entry point - C_GetFunctionList. Applications call this and are given a structure containing function pointers, with each entry corresponding to a PKCS#11 function. The application can then simply call the appropriate function pointer to trigger the desired functionality, such as "Tell me how many keys you have" and "Sign this, please". This is both an example of C not just being a programming language and also of you having to shove a bunch of vendor-supplied code into your security critical tooling, but what could possibly go wrong.

(Linux distros work around this problem by using p11-kit, which is a daemon that speaks d-bus and loads PKCS#11 modules for you. You can either speak to it directly over d-bus, or for apps that only speak PKCS#11 you can load a module that just transports the PKCS#11 commands over d-bus. This moves the weird vendor C code out of process, and also means you can deal with these modules without having to speak the C ABI, so everyone wins)

One of my work tasks at the moment is helping secure SSH keys, ensuring that they're only issued to appropriate machines and can't be stolen afterwards. For Windows and Linux machines we can stick them in the TPM, but Macs don't have a TPM as such. Instead, there's the Secure Enclave - part of the T2 security chip on x86 Macs, and directly integrated into the M-series SoCs. It doesn't have anywhere near as many features as a TPM, let alone an HSM, but it can generate NIST curve elliptic curve keys and sign things with them and that's good enough. Things are made more complicated by Apple only allowing keys to be used by the app that generated them, so it's hard for applications to generate keys on behalf of each other. This can be mitigated by using CryptoTokenKit, an interface that allows apps to present tokens to the systemwide keychain. Although this is intended for allowing a generic interface for access to such tokens (kind of like PKCS#11), an app can generate its own keys in the Secure Enclave and then expose them to other apps via the keychain through CryptoTokenKit.

Of course, applications then need to know how to communicate with the keychain. Browsers mostly do so, and Apple's version of SSH can to an extent. Unfortunately, that extent is "Retrieve passwords to unlock on-disk keys", which doesn't help in our case. PKCS#11 comes to the rescue here! Apple ship a module called ssh-keychain.dylib, a PKCS#11 module that's intended to allow SSH to use keys that are present in the system keychain. Unfortunately it's not super well maintained - it got broken when Big Sur moved all the system libraries into a cache, but got fixed up a few releases later. Unfortunately every time I tested it with our CryptoTokenKit provider (and also when I retried with SecureEnclaveToken to make sure it wasn't just our code being broken), ssh would tell me "provider /usr/lib/ssh-keychain.dylib returned no slots" which is not especially helpful. Finally I realised that it was actually generating more debug output, but it was being sent to the system debug logs rather than the ssh debug output. Well, when I say "more debug output", I mean "Certificate []: algorithm is not supported, ignoring it", which still doesn't tell me all that much. So I stuck it in Ghidra and searched for that string, and the line above it was

iVar2 = __auth_stubs::_objc_msgSend(uVar7,"isEqual:",*(undefined8*)__got::_kSecAttrKeyTypeRSA);

with it immediately failing if the key isn't RSA. Which it isn't, since the Secure Enclave doesn't support RSA. Apple's PKCS#11 module appears incapable of making use of keys generated on Apple's hardware.

There's a couple of ways of dealing with this. The first, which is taken by projects like Secretive, is to implement the SSH agent protocol and have SSH delegate key management to that agent, which can then speak to the keychain. But if you want this to work in all cases you need to implement all the functionality in the existing ssh-agent, and that seems like a bunch of work. The second is to implement a PKCS#11 module, which sounds like less work but probably more mental anguish. I'll figure that out tomorrow.

comments

Review: Night and Silence, by Seanan McGuire

Series:	October Daye #12
Publisher:	DAW Books
Copyright:	2018
ISBN:	0-698-18353-3
Format:	Kindle
Pages:	353

Night and Silence is the 12th book in Seanan McGuire's long-running October Daye Celtic-inspired urban fantasy series. This is a "read the books in order" sort of series; you definitely do not want to start here. Gillian, Toby's estranged daughter, has been kidnapped. Her ex-husband and his new wife turn to her in desperation (although Miranda suspects Toby is the one who kidnapped her). Toby of course drops everything to find her, which she would have done regardless, but the obvious fear is that Gillian may have been kidnapped specifically to get at Toby. Meanwhile, the consequences of The Brightest Fell have put a severe strain on one of Toby's most important relationships, at the worst possible time. Once again, this is when I say that McGuire's writing has a lot of obvious flaws, and then say that this book kept me up way past my bedtime for two nights in a row because it was nearly impossible to put down. The primary quality flaw in these books, at least for me, is that Toby's thought processes have some deeply-worn grooves that she falls into time and time again. Since she's the first-person narrator of the series, that produces some repetitive writing. She feels incredibly lucky for her chosen family, she worries about her friends, she prizes loyalty very highly, she throws herself headlong into danger, and she thinks about these things in a background hum through every book. By this point, the reader knows all of this, so there's a lot of "yes, yes, we know" muttering that tends to happen. McGuire also understands the importance of plot and character recaps at the start of each book for those of us who have forgotten what was happening (thank you!) but awkwardly writes them into the beginning of each book. That doesn't help with the sense of repetitiveness. If only authors would write stand-alone synopses of previous books in a series, or hire someone to do that if they can't stand to, the world would be a much better place. But now I'm repeating myself. Once I get into a book, though, this doesn't matter at all. When Toby starts down a familiar emotional rut, I just read faster until I get to the next bit. Something about these books is incredibly grabby to me; once I get started on one, I devour it, and usually want to read the next one as soon as possible. Some of this is the cast, which at this point in the series is varied, entertaining, and full of the sort of casual banter that only people who have known each other for a long time can do. A lot of it is that Toby constantly moves forward. She ruminates and angsts and worries, but she never sits around and mopes. She does her thinking on the move. No matter how preoccupied she is with some emotional thread, something's going to happen on the next page. Some of it is intangible, or at least beyond my ability to put a finger on. Some authors are good at writing grabby books, and at least for me McGuire is one of those authors. Describing the plot in any detail without spoilers is hopeless this far into the series, but this is one of the big revelation books, and I suspect it's also going to be a significant tipping point in Toby's life. We finally find out what broke faerie, which has rather more to do with Toby and her family than one might have expected, explains some things about Amandine, and also (although this hasn't been spelled out yet) seems likely to explain some things about the Luidaeg's involvement in Toby's adventures. And there is another significant realignment of one of Toby's relationships that isn't fully developed here, but that I hope will be explored in future books. There's also a lot about Tybalt that to be honest I found tedious and kind of frustrating (although not half as frustrating as Toby found it). I appreciate what McGuire was doing; some problems are tedious, frustrating, and repetitive because that's how one gets through them. The problem that Toby and Tybalt are wrestling with is realistic and underdiscussed in fiction of this type, so I respect the effort, and I'm not sure there was way to write through this that would have been more engrossing (and a bit less cliched). But, still, not my favorite part of this book. Thankfully, it was a mostly-ignorable side thread. This was a substantial improvement over The Brightest Fell, which was both infuriating and on rails. Toby has much more agency here, the investigation was more interesting, and the lore and character fallout has me eager to read the next book. It's fun to see McGuire's world-building come together over this long of a series, and so far it has not disappointed. Followed by The Unkindest Tide. As has become usual, the book ends with a novella telling a story from a different perspective. "Suffer a Sea-Change": The main novel was good. This was great. "Suffer a Sea-Change" retells a critical part of the novel from Gillian's perspective, and then follows that thread of story past the end of the novel. I loved absolutely everything about this. Gillian is a great protagonist, similar to Toby but different enough to be a fresh voice. There is a ton of the Luidaeg, and through different eyes than Toby's which is fun. There's some great world-building and a few very memorable scenes. And there's also the beginning, the very small beginning, of the healing of a great injustice that's been haunting this series since the very beginning, and I am very much here for that. Great stuff. (9) Rating: 8 out of 10

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) 1034 packages other packages on CRAN, downloaded 27.6 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 509 times according to Google Scholar. This release brings another upstream bugfix interation 11.4.3, released in accordance with the aimed-for monthly release cadence. We had hoped to move away from suppressing deprecation warnings in this release, and had prepared over two dozen patch sets all well as pull requests as documented in issue #391. However, it turns out that we both missed with one or two needed set of changes as well as two other sets of changes triggering deprecation warnings. So we expanded issue #391, and added issue #402 and prepared another eleven pull requests and patches today. With that we can hopefully remove the suppression of these warnings by an expected late of late April. The full set of changes (since the last CRAN release 0.11.4.2.1) follows.

Changes in RcppArmadillo version 0.11.4.3.1 (2023-01-14)

• The #define ARMA_IGNORE_DEPRECATED_MARKER remains active to suppress the (upstream) deprecation warnings, see #391 and #402 for details.

Changes in RcppArmadillo version 0.11.4.3.0 (2022-12-28) (GitHub Only)

• Upgraded to Armadillo release 11.4.3 (Ship of Theseus)
  • fix corner case in pinv() when processing symmetric matrices
• Protect the undefine of NDEBUG behind additional opt-in define

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.

A new release of our RApiDatetime package is now on CRAN. RApiDatetime provides a number of entry points for C-level functions of the R API for Date and Datetime calculations. The functions asPOSIXlt and asPOSIXct convert between long and compact datetime representation, formatPOSIXlt and Rstrptime convert to and from character strings, and POSIXlt2D and D2POSIXlt convert between Date and POSIXlt datetime. Lastly, asDatePOSIXct converts to a date type. All these functions are rather useful, but were not previously exported by R for C-level use by other packages. Which this package aims to change. This release accomodates a CRAN request (as one does) to change (one single) instance of sprintf() to snprintf(). No more, no less.

Changes in RApiDatetime version 0.0.8 (2023-01-14)

• Update one use of sprint to snprintf
• Minor edits to DESCRIPTION

Courtesy of my CRANberries, there is are comparisons to the previous release. More information is on the rapidatetime page. For questions or comments please use the issue tracker off the GitHub repo.

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

A new release 0.3.13 of RcppGSL is now on CRAN. The RcppGSL package provides an interface from R to the GNU GSL by relying on the Rcpp package. This release contains one change (made at the request of a CRAN email in light of possible future changes for C standard C17 and then C23) and removes a compiler-check from configure.ac. It is both a fair point as our src/Makevars does not actually set a compiler yet also a little marginal? The NEWS entry follows:

Changes in version 0.3.13 (2023-01-12)

• Remove 'AC_PROG_CC' from 'configure.ac' per CRAN wish

Courtesy of CRANberries, a summary of changes in the most recent release is also available. More information is on the RcppGSL page. Questions, comments etc should go to the issue tickets 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.

An new version 0.2.5 of the random-number generator tester RDieHarder (based on the DieHarder suite developed / maintained by Robert Brown with contributions by David Bauer and myself along with other contributors) is now on CRAN. This release contains one change (made at the request of a CRAN email in light of possible future changes for C standard C17 and then C23) and removes a compiler-check from configure.ac. It is both a fair point as our src/Makevars does not actually set a compiler yet also a little marginal? Thanks to CRANberries, you can also look at the most recent diff. 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.

A new release of our linl package for writing LaTeX letters with (R)markdown is now on CRAN. linl makes it easy to write letters in markdown, with some extra bells and whistles thanks to some cleverness chiefly by Aaron. This version add extended header and footer placement support thanks to an included copy of wallpaper.sty as added in a nice PR by I aki. As the previous release was well over three years ago, we also enhanced continuous integration in the process. The repository README.md shows some screenshots of input and output files. The NEWS entry follows:

Changes in linl version 0.0.5 (2023-01-11)

• Several updates to continuous integration and testing
• Enhanced placment functionality for images in header and footer via wallpaper.sty and new x and y offset variable (I aki Ucar in #30)

Courtesy of CRANberries, there is a comparison to the previous release. More information is on the linl page. For questions or comments use the issue tracker off 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.

The fourth release of the still new-ish qlcal package arrivied at CRAN just now. qlcal is based on the calendaring subset of QuantLib. It is provided (for the R package) as a set of included files, so the package is self-contained and does not depend on an external QuantLib library (which can be demanding to build). qlcal covers over sixty country / market calendars and can compute holiday lists, its complement (i.e. business day lists) and much more. This release generalizes the advanceDate() function (similar to what advanceUnits() already had), and updates several calendars along with the upcoming QuantLib 1.29 release. This includes updates for the UK and Australia related to changes in the monarchy, an update for South Africa and the additional of 2023 holidays for China.

Changes in version 0.0.4 (2023-01-11)

• The advanceDate function can now selects a business day convention, a time unit and an end-of-month convention
• Calendars routines for Australia, China, South Africa, UK, US have been updated to current versions from QuantLib 1.29.

Courtesy of my CRANberries, there is a diffstat report for this release. See the project page and package documentation for more details, and more examples. 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.

A few years since the last release in late 2020, the RcppTOML package is now back with a new and shiny CRAN release 0.2.0. It is now based on the wonderful toml++ C++17 library by Mark Gillard and gets us (at long last!) full TOML v1.0.0 compliance for use with R. TOML is a file format that is most suitable for configurations, as it is meant to be edited by humans but read by computers. It emphasizes strong readability for humans while at the same time supporting strong typing as well as immediate and clear error reports. On small typos you get parse errors, rather than silently corrupted garbage. Much preferable to any and all of XML, JSON or YAML though sadly these may be too ubiquitous now. TOML is frequently being used with the projects such as the Hugo static blog compiler, or the Cargo system of Crates (aka packages ) for the Rust language. This package is a rewrite of the internals interfacing the library, and updates the package to using toml++ and C++17. The R interface is unchanged, and a full run of reverse dependencies passed. This involved finding one sole test failure which turned to have been driven by a non-conforming TOML input file which Jianfeng Li kindly fixed at the source making his (extensive) set of tests in package configr pass too. The actual rewrite was mostly done in a one-off repo RcppTomlPlusPlus which can now be considered frozen. The short summary of changes follows.

Changes in version 0.2.0 (2023-01-10)

• Rewritten in C++17 using toml++ for TOML v1.0.0 compliance
• Unchanged interface from R, unchanged (and expanded tests)
• Several small continuous integration upgrades since last release

Courtesy of my CRANberries, there is a diffstat report for this release. More information is on the RcppTOML page page. Please use the GitHub issue tracker for issues and bugreports. 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.

Review: Black Stars, edited by Nisi Shawl & Latoya Peterson

Publisher:	Amazon Original Stories
Copyright:	August 2021
ISBN:	1-5420-3272-5
ISBN:	1-5420-3270-9
ISBN:	1-5420-3271-7
ISBN:	1-5420-3273-3
ISBN:	1-5420-3268-7
ISBN:	1-5420-3269-5
Format:	Kindle
Pages:	168

This is a bit of an odd duck from a metadata standpoint. Black Stars is a series of short stories (maybe one creeps into novelette range) published by Amazon for Kindle and audiobook. Each one can be purchased separately (or "borrowed" with Amazon Prime), and they have separate ISBNs, so my normal practice would be to give each its own review. They're much too short for that, though, so I'm reviewing the whole group as an anthology. The cover in the sidebar is for the first story of the series. The other covers have similar designs. I think the one for "We Travel the Spaceways" was my favorite. Each story is by a Black author and most of them are science fiction. ("The Black Pages" is fantasy.) I would classify them as afrofuturism, although I don't have a firm grasp on its definition. This anthology included several authors I've been meaning to read and was conveniently available, so I gave it a try, even though I'm not much of a short fiction reader. That will be apparent in the forthcoming grumbling. "The Visit" by Chimamanda Ngozi Adichie: This is a me problem rather than a story problem, and I suspect it's partly because the story is not for me, but I am very done with gender-swapped sexism. I get the point of telling stories of our own society with enough alienation to force the reader to approach them from a fresh angle, but the problem with a story where women are sexist and condescending to men is that you're still reading a story of condescending sexism. That's particularly true when the analogies to our world are more obvious than the internal logic of the story world, as they are here. "The Visit" tells the story of a reunion between two college friends, one of whom is now a stay-at-home husband and the other of whom has stayed single. There's not much story beyond that, just obvious political metaphor (the Male Masturbatory Act to ensure no potential child is wasted, blatant harrassment of the two men by female cops) and depressing character studies. Everyone in this story is an ass except maybe Obinna's single friend Eze, which means there's nothing to focus on except the sexism. The writing is competent and effective, but I didn't care in the slightest about any of these people or anything that was happening in their awful, dreary world. (4) "The Black Pages" by Nnedi Okorafor: Issaka has been living in Chicago, but the story opens with him returning to Timbouctou where he grew up. His parents know he's coming for a visit, but he's a week early as a surprise. Unfortunately, he's arriving at the same time as an al-Qaeda attack on the library. They set it on fire, but most of the books they were trying to destroy were already saved by his father and are now in Issaka's childhood bedroom. Unbeknownst to al-Qaeda, one of the books they did burn was imprisoning a djinn. A djinn who is now free and resident in Issaka's iPad. This was a great first chapter of a novel. The combination of a modern setting and a djinn trapped in books with an instant affinity with technology was great. Issaka is an interesting character who is well-placed to introduce the reader to the setting, and I was fully invested in Issaka and Faro negotiating their relationship. Then the story just stopped. I didn't understand the ending, which was probably me being dim, but the real problem was that I was not at all ready for an ending. I would read the novel this was setting up, though. (6) "2043... (A Merman I Should Turn to Be)" by Nisi Shawl: This is another story that felt like the setup for a novel, although not as good of a novel. The premise is that the United States has developed biological engineering that allows humans to live underwater for extended periods (although they still have to surface occasionally for air, like whales). The use to which that technology is being put is a rerun of Liberia with less colonialism: Blacks are given the option to be modified into merpeople and live under the sea off the US coast as a solution. White supremacists are not happy, of course, and try to stop them from claiming their patch of ocean floor. This was fine, as far as it went, but I wasn't fond of the lead character and there wasn't much plot. There was some sort of semi-secret plan that the protagonist stumbles across and that never made much sense to me. The best parts of the story were the underwater setting and the semi-realistic details about the merman transformation. (6) "These Alien Skies" by C.T. Rwizi: In the far future, humans are expanding across the galaxy via automatically-constructed wormhole gates. Msizi's job is to be the first ship through a new wormhole to survey the system previously reached only by the AI construction ship. The wormhole is not supposed to explode shortly after he goes through, leaving him stranded in an alien system with only his companion Tariro, who is not who she seems to be. This was a classic SF plot, but I still hadn't guessed where it was going, or the relevance of some undiscussed bits of Tariro's past. Once the plot happens, it's a bit predictable, but I enjoyed it despite the depressed protagonist. (6) "Clap Back" by Nalo Hopkinson: Apart from "The Visit," this was the most directly political of the stories. It opens with Wenda, a protest artist, whose final class project uses nanotech to put racist tchotchkes to an unexpected use. This is intercut with news clippings about a (white and much richer) designer who has found a way to embed memories into clothing and is using this to spread quotes of rather pointed "forgiveness" from a Malawi quilt. This was one of the few entries in this anthology that fit the short story shape for me. Wenda's project and Burri's clothing interact fifty years later in a surprising way. This was the second-best story of the group. (7) "We Travel the Spaceways" by Victor LaValle: Grimace (so named because he wears a huge purple coat) is a homeless man in New York who talks to cans. Most of his life is about finding food, but the cans occasionally give him missions and provide minor assistance. Apart from his cans, he's very much alone, but when he comforts a woman in McDonalds (after getting caught thinking about stealing her cheeseburger), he hopes he may have found a partner. If, that is, she still likes him when she discovers the nature of the cans' missions. This was the best-written story of the six. Grimace is the first-person narrator, and LaValle's handling of characterization and voice is excellent. Grimace makes perfect sense from inside his head, but the reader can also see how unsettling he is to those around him. This could have been a disturbing, realistic story about a schitzophrenic man. As one may have guessed from the theme of the anthology, that's not what it is. I admired the craft of this story, but I found Grimace's missions too horrific to truly like it. There is an in-story justification for them; suffice it to say that I didn't find it believable. An expansion with considerably more detail and history might have bridged that gap, but alas, short fiction. (6) Rating: 6 out of 10

Another quick update to the still new-ish package spdl is now om CRAN, and in Debian. The key focus of spdl is a offering the same interface from both R and C++ for logging by relying on spdlog via my RcppSpdlog package. This release add support for the stopwatch() facility. One can now instantiate such an object, and referencing it in a log message shows the elapsed time. No more, no less, and it works the same way in R and C++. The short NEWS entry follows.

Changes in spdl version 0.0.4 (2023-01-08)

• Add support for stopwatch

Courtesy of my CRANberries, there is also a diffstat report. More detailed information is on the spdl 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.

A new maintenance release, now at version 0.0.18, of the RVowpalWabbit package arrived on CRAN. It improves several sprintf() calls by changing them to snprintf() (though there is a remaining one creeping in from a linked-to library). As noted before, there is a newer package rvw based on the excellent GSoC 2018 and beyond work by Ivan Pavlov (mentored by James and myself) so if you are into VowpalWabbit from R go check it out. CRANberries provides a summary of changes to the previous version. More information is on the RVowpalWabbit page. Issues and bugreports should go to the GitHub issue tracker. 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.

Review: Postwar, by Tony Judt

Publisher:	Penguin Books
Copyright:	2005
ISBN:	1-4406-2476-3
Format:	Kindle
Pages:	835

Tony Judt (1948 2010) was a British-American historian and Erich Maria Remarque Professor in European Studies at New York University. Postwar is his magnum opus, a history of Europe from 1945 to 2005. A book described as a history of Europe could be anything from a textbook to a political analysis, so the first useful question to ask is what sort of history. That's a somewhat difficult question to answer. Postwar mentions a great deal of conventional history, including important political movements and changes of government, but despite a stated topic that would suit a survey textbook, it doesn't provide that sort of list of facts and dates. Judt expects the reader to already be familiar with the broad outlines of modern European history. However, Postwar is also not a specialty history and avoids diving too deep into any one area. Trends in art, philosophy, and economics are all mentioned to set a broader context, but still only at the level of a general survey. My best description is that Postwar is a comprehensive social and political history that attempts to focus less on specific events and more on larger trends of thought. Judt grounds his narrative in concrete, factual events, but the emphasis is on how those living in Europe, at each point in history, thought of their society, their politics, and their place in both. Most of the space goes to exploring those nuances of thought and day-to-day life. In the US university context, I'd place this book as an intermediate-level course in modern European history, after the survey course that provides students with a basic framework but before graduate-level specializations in specific topics. If you have not had a solid basic education in European history (and my guess is that most people from the US have not), Judt will provide the necessary signposts, but you should expect to need to look up the signposts you don't recognize. I, as the dubious beneficiary of a US high school history education now many decades in the past, frequently resorted to Wikipedia for additional background. Postwar uses a simple chronological structure in four parts: the immediate post-war years and the beginning of the Cold War (1945 1953), the era of rapidly growing western European prosperity (1953 1971), the years of recession and increased turmoil leading up to the collapse of communism (1971 1989), and the aftermath of the collapse of communism and the rise of the European Union (1989 2005). Each part is divided into four to eight long chapters that trace a particular theme. Judt usually starts with the overview of a theme and then follows the local manifestations of it on a spiral through European countries in whatever order seems appropriate. For the bulk of the book that covers the era of the Cold War, when experiences were drastically different inside or outside the Soviet bloc, he usually separates western and eastern Europe into alternating chapters. Reviewing this sort of book is tricky because so much will depend on how well you already know the topic. My interest in history is strictly amateur and I tend to avoid modern history (usually I find it too depressing), so for me this book was remedial, filling in large knowledge gaps that I ideally shouldn't have had. Postwar was a runner up for the Pulitzer Prize for General Non-Fiction, so I think I'm safe saying you won't go far wrong reading it, but here's the necessary disclaimer that the rest of my reactions may not be useful if you're better versed in modern European history than I was. (This would not be difficult.) That said, I found Postwar invaluable because of its big-picture focus. The events and dates are easy enough to find on the Internet; what was missing for me in understanding Europe was the intent and social structures created by and causing those events. For example, from early in the book:

On one thing, however, all were agreed resisters and politicians alike: "planning". The disasters of the inter-war decades the missed opportunities after 1918, the great depression that followed the stock-market crash of 1929, the waste of unemployment, the inequalities, injustices and inefficiencies of laissez-faire capitalism that had led so many into authoritarian temptation, the brazen indifference of an arrogant ruling elite and the incompetence of an inadequate political class all seemed to be connected by the utter failure to organize society better. If democracy was to work, if it was to recover its appeal, it would have to be planned.

It's one thing to be familiar with the basic economic and political arguments between degrees of free market and planned economies. It's quite another to understand how the appeal of one approach or the discredit of another stems from recent historical experience, and that's what a good history can provide. Judt does not hesitate to draw these sorts of conclusions, and I'm sure some of them are controversial. But while he's opinionated, he's rarely ideological, and he offers no grand explanations. His discussion of the Yugoslav Wars stands out as an example: he mentions various theories of blame (a fraught local ethnic history, the decision by others to not intervene until the situation was truly dire), but largely discards them. Judt's offered explanation is that local politicians saw an opportunity to gain power by inflaming ethnic animosity, and a large portion of the population participated in this process, either passively or eagerly. Other explanations are both unnecessarily complex and too willing to deprive Yugoslavs of agency. I found this refreshingly blunt. When is more complex analysis a way to diffuse responsibility and cling to an ideological fantasy that the right foreign policy would have resolved a problem? A few personal grumblings do creep in, particularly in the chapters on the 1970s (and I think it's not a coincidence that this matches Judt's own young adulthood, a time when one is prone to forming a lot of opinions). There is a brief but stinging criticism of postmodernism in scholarship, which I thought was justified but probably incomplete, and a decidedly grumpy dismissal of punk music, which I thought was less fair. But these are brief asides that don't detract from the overall work. Indeed, they, along with the occasional wry asides ("respecting long-established European practice, no one asked the Poles for their views [on Poland's new frontiers]") add a lot of character. Insofar as this book has a thesis, it's in the implications of the title: Europe only exited the postwar period at the end of the 20th century. Political stability through exhaustion, the overwhelming urgency of economic recovery, and the degree to which the Iron Curtain and the Cold War froze eastern Europe in amber meant that full European recovery from World War II was drawn out and at times suspended. It's only after 1989 and its subsequent upheavals that European politics were able to move beyond postwar concerns. Some of that movement was a reemergence of earlier European politics of nations and ethnic conflict. But, new on the scene, was a sense of identity as Europeans, one that western Europe circled warily and eastern Europe saw as the only realistic path forward.

What binds Europeans together, even when they are deeply critical of some aspect or other of its practical workings, is what it has become conventional to call in disjunctive but revealing contrast with "the American way of life" the "European model of society".

Judt also gave me a new appreciation of how traumatic people find the assignment of fault, and how difficult it is to wrestle with guilt without providing open invitations to political backlash. People will go to great lengths to not feel guilty, and pressing the point runs a substantial risk of creating popular support for ideological movements that are willing to lie to their followers. The book's most memorable treatment of this observation is in the epilogue, which traces popular European attitudes towards the history of the Holocaust through the whole time period. The largest problem with this book is that it is dense and very long. I'm a fairly fast reader, but this was the only book I read through most of my holiday vacation and it still took a full week into the new year to finish it. By the end, I admit I was somewhat exhausted and ready to be finished with European history for a while (although the epilogue is very much worth waiting for). If you, unlike me, can read a book slowly among other things, that may be a good tactic. But despite feeling like this was a slog at times, I'm very glad that I read it. I'm not sure if someone with a firmer grounding in European history would have gotten as much out of it, but I, at least, needed something this comprehensive to wrap my mind around the timeline and fill in some embarrassing gaps. Judt is not the most entertaining writer (although he has his moments), and this is not the sort of popular history that goes out of its way to draw you in, but I found it approachable and clear. If you're looking for a solid survey of modern European history with this type of high-level focus, recommended. Rating: 8 out of 10