ieugwasr
ieugwasr's release notes are a record of OpenGWAS tightening the tap.
Comparison · DevOps
ralger vs stbl
A side-by-side editorial comparison of ralger and stbl — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:r-package
ralger vs stbl: at a glance
What is ralger?
ralger stopped scraping only web pages and started scraping the files on them.
ralger is a scraping package that wraps rvest behind task-named functions — titles_scrap(), table_scrap(), images_scrap() and so on — aimed at users who want data out of a page without writing selector logic. After four years of quiet it returned in 2.3.0 with a different kind of function: readers for PDF, XLS, XLSX and CSV files, plus comment extraction.
What is stbl?
stbl keeps tightening its own defaults, accepting breakage now to avoid silent wrongness later.
A small R utility for stabilising function arguments — coercing, validating and erroring predictably on user input. Four releases across roughly two years, with the pace picking up in 2026. Every substantive release so far has led with a Breaking changes section, and the changes share a direction: behaviour that used to pass silently now errors, and permissive defaults become strict.
ralger vs stbl: editorial side-by-side
ralger
0.0DEVOPS
ralger stopped scraping only web pages and started scraping the files on them.
◆ Current state
ralger is a scraping package that wraps rvest behind task-named functions — titles_scrap(), table_scrap(), images_scrap() and so on — aimed at users who want data out of a page without writing selector logic. After four years of quiet it returned in 2.3.0 with a different kind of function: readers for PDF, XLS, XLSX and CSV files, plus comment extraction.
◆ Where it's heading
The earlier arc was about making HTML scraping survive contact with the real web — wrapping every function in tryCatch so a dead link or missing connection returns NA with a message rather than an error, adding case-sensitivity control, widening heading extraction to h3. The 2.3.0 additions change the target rather than the robustness: the unit of interest becomes the document a page links to, not the page itself.
◆ Prediction
If the file readers follow the pattern the image functions set, expect preview-and-batch companions next — images_scrap() arrived alongside images_preview() for exactly that reason. The four-year gap before this release makes timing unpredictable.
stbl
2.5DEVOPS
stbl keeps tightening its own defaults, accepting breakage now to avoid silent wrongness later.
◆ Current state
A small R utility for stabilising function arguments — coercing, validating and erroring predictably on user input. Four releases across roughly two years, with the pace picking up in 2026. Every substantive release so far has led with a Breaking changes section, and the changes share a direction: behaviour that used to pass silently now errors, and permissive defaults become strict.
◆ Where it's heading
The package is converging on a single principle — an argument checker that quietly accepts bad input is worse than none. 0.3.0 flipped the scalar functions to reject NULL and zero-length input by default; 0.4.0 made to_df() and to_lst() error on extra arguments in dots that were previously discarded. Alongside the tightening, the surface is expanding beyond coercion into condition signalling: pkg_abort() has been joined by pkg_inform() and pkg_warn() with a matching class hierarchy, plus testthat helpers that assert on those classes and snapshot the output. That positions stbl less as a coercion helper and more as the argument-and-condition layer for a package author's whole public API.
◆ Prediction
Expect the condition-signalling side to keep growing toward parity with the coercion side, and further default-tightening releases each fronted by a breaking-changes list.
Alternatives to ralger and stbl
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 ralger or stbl.
bskyr
bskyr grew from a Bluesky scraper into a full read-write client, DMs included.
Sanity
Sanity is widening the surface agents can act on while forcing its own packages onto modern Node.
Dapr
Dapr is shipping fixes across three release branches at once, most of them in workflows.
rtoot
rtoot reached 1.0 by rebuilding on httr2 rather than by adding anything new.
ipumsr
ipumsr is collapsing a dozen collection-specific APIs into one extract vocabulary.
Recent activity from ralger and stbl
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 18d agostblClassed warnings and messages join pkg_abort; dots are no longer silently discarded
- 4mo agostblScalar functions now reject NULL and zero-length input by default
- 11mo agostblCoercion predicates, double support, and stringr pattern matching
- 1y agoralgerralger 2.3.0 adds PDF, Excel and CSV scraping ⚡
- 2y agostblDESCRIPTION and example formatting
- 5y agoralgerralger 2.2.2 adds attribute and missing-alt image scraping
- 5y agoralgerralger 2.2.1 adds image download and preview
- 5y agoralgerralger 2.2.0 returns NA instead of erroring on dead links
- 5y agoralgerralger 2.1.0 adds h3 headings and case-sensitive matching
- 6y agoralgerralger 2.0.1 adds fill for ragged tables
Frequently asked questions
What is the difference between ralger and stbl?
Both compete on the same themes — r-package — within DevOps. stbl is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is ralger better than stbl?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. stbl is currently shipping more aggressively (velocity 2.5 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
What are the best alternatives to ralger?
Top ralger alternatives in DevOps are ranked by recent ship velocity. Browse the "ralger alternatives" section above for the current picks, or visit /alternatives/ralger-r for the full list with editorial commentary on each.
What are the best alternatives to stbl?
Top stbl alternatives in DevOps are ranked by recent ship velocity. Browse the "stbl alternatives" section above for the current picks, or visit /alternatives/stbl-r for the full list with editorial commentary on each.