adaR
An R binding to the ada URL parser, now maintained by a research-software group.
Comparison · DevOps
ieugwasr vs ralger
A side-by-side editorial comparison of ieugwasr and ralger — release velocity, themes, recent moves, and the top alternatives to consider.
ieugwasr vs ralger: at a glance
What is ieugwasr?
ieugwasr's release notes are a record of OpenGWAS tightening the tap.
ieugwasr is the R client for the OpenGWAS database of genome-wide association study summary statistics, and it also wraps plink for LD clumping and matrices. Every release in this window is about the client's relationship with the server: allowance depletion handling in 1.0.1, a new endpoint wrapper in 1.0.3, header bugs in 1.0.4, and new API limits on the associations endpoint in 1.1.0.
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.
ieugwasr vs ralger: editorial side-by-side
ieugwasr
0.0DEVOPS
ieugwasr's release notes are a record of OpenGWAS tightening the tap.
◆ Current state
ieugwasr is the R client for the OpenGWAS database of genome-wide association study summary statistics, and it also wraps plink for LD clumping and matrices. Every release in this window is about the client's relationship with the server: allowance depletion handling in 1.0.1, a new endpoint wrapper in 1.0.3, header bugs in 1.0.4, and new API limits on the associations endpoint in 1.1.0.
◆ Where it's heading
The direction is set by the service, not the package. OpenGWAS has moved toward authenticated, quota-limited access, and each release absorbs another step — first detecting when an allowance is exhausted and erroring until it resets, later adapting to limits on a specific endpoint. Alongside that, the 1.0.4 rewrite of MR-Base references to OpenGWAS suggests the project is settling its identity after a rename.
◆ Prediction
Expect further quota and authentication handling as OpenGWAS continues adjusting access policy, since that has driven the two most substantial releases here. Nothing in the entries points to new analysis capability.
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.
Alternatives to ieugwasr and ralger
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 ieugwasr or ralger.
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.
See all ieugwasr alternatives → · See all ralger alternatives →
Recent activity from ieugwasr and ralger
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1y agoieugwasrieugwasr 1.1.0 adapts to new associations endpoint limits
- 1y agoralgerralger 2.3.0 adds PDF, Excel and CSV scraping ⚡
- 1y agoieugwasrieugwasr 1.0.4 makes ld_clump find plink as documented
- 1y agoieugwasrieugwasr 1.0.3 adds gwasinfo_files() endpoint access
- 2y agoieugwasrieugwasr 1.0.1 errors on depleted API allowance
- 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 ieugwasr and ralger?
They serve adjacent needs but don't currently overlap on shipped themes. ieugwasr and ralger 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.
Is ieugwasr better than ralger?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ieugwasr and ralger 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.
What are the best alternatives to ieugwasr?
Top ieugwasr alternatives in DevOps are ranked by recent ship velocity. Browse the "ieugwasr alternatives" section above for the current picks, or visit /alternatives/ieugwasr for the full list with editorial commentary on each.
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.