mlr3misc
The mlr3 utility belt has spent a year rebuilding how errors travel
A side-by-side editorial comparison of wk and xfun — release velocity, themes, recent moves, and the top alternatives to consider.
wk spent one release fixing what empty means, then went quiet.
wk provides the lightweight geometry vectors and streaming handler interface that sit underneath sf and the rest of R's geospatial stack. The 0.7 and 0.8 lines built out the surface — PROJJSON CRS lookup, ring winding, coordinate replacement functions, hex conversion — and 0.9.0 landed breaking changes to how empty and null points are represented. The three releases since are entirely reactive: compile under STRICT_R_HEADERS, fix format strings for R-devel, pass tests against a new sf.
Yihui's utility grab-bag is quietly growing a web server and a headless browser.
xfun is the shared utility layer under knitr, rmarkdown, bookdown and litedown, and its recent releases cluster in three places: the record() function that captures code output for litedown, a local app-serving stack built on R's internal httpd, and a headless-browser toolkit. Version 0.58 replaced direct httpd routing with a proxy and added serve_dir() and random_port(); 0.55 added browser_print() and 0.60 added browser_dom(), which runs JavaScript on a page and returns the rendered DOM.
wk provides the lightweight geometry vectors and streaming handler interface that sit underneath sf and the rest of R's geospatial stack. The 0.7 and 0.8 lines built out the surface — PROJJSON CRS lookup, ring winding, coordinate replacement functions, hex conversion — and 0.9.0 landed breaking changes to how empty and null points are represented. The three releases since are entirely reactive: compile under STRICT_R_HEADERS, fix format strings for R-devel, pass tests against a new sf.
This looks like a foundation package that has reached the shape it wanted. Feature work stopped after 0.9.2 and what remains is upkeep triggered by R-devel, compiler flags and sf releases — maintenance defined by other people's changes, which for a dependency this low in the stack is a reasonable end state rather than neglect. The unresolved question is whether anything still drives it forward now that the empty-geometry semantics are settled.
The entries do not support a confident prediction of new features; on this evidence the next release is most likely another compatibility fix prompted by sf or R-devel.
xfun is the shared utility layer under knitr, rmarkdown, bookdown and litedown, and its recent releases cluster in three places: the record() function that captures code output for litedown, a local app-serving stack built on R's internal httpd, and a headless-browser toolkit. Version 0.58 replaced direct httpd routing with a proxy and added serve_dir() and random_port(); 0.55 added browser_print() and 0.60 added browser_dom(), which runs JavaScript on a page and returns the rendered DOM.
The package is accreting the infrastructure Yihui's publishing tools need rather than staying a pile of small helpers. Serving directories, allocating ports, proxying the help server, driving a headless browser and printing to PDF are all pieces of one pipeline: render R output to HTML, then get it onto a screen or into a static file without a heavyweight dependency. The rest of the release stream is release-automation tooling for the author's own CRAN workflow and a long tail of parser bug fixes in taml_load().
Expect the browser functions to consolidate into a documented interface used directly by litedown, and expect cache_rds() to be fully retired in favour of cache_exec() now that it is no longer recommended.
Other DevOps products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either wk or xfun.
The mlr3 utility belt has spent a year rebuilding how errors travel
Zed ships weekly, and the Git surface is finally catching up to the agent surface
odbc keeps turning into an authentication broker with a database driver attached.
Load-bearing across CRAN, and untouched since January 2021.
ps grew from a process inspector into the thing that reliably kills what you started.
A package whose entire job is to ship someone else's database on time.
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. wk and xfun are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. wk and xfun are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
Top wk alternatives in DevOps are ranked by recent ship velocity. Browse the "wk alternatives" section above for the current picks, or visit /alternatives/wk-r for the full list with editorial commentary on each.
Top xfun alternatives in DevOps are ranked by recent ship velocity. Browse the "xfun alternatives" section above for the current picks, or visit /alternatives/xfun for the full list with editorial commentary on each.