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Comparison · Analytics
metatools vs teal.modules.hermes
A side-by-side editorial comparison of metatools and teal.modules.hermes — release velocity, themes, recent moves, and the top alternatives to consider.
metatools vs teal.modules.hermes: at a glance
What is metatools?
SDTM supplemental-qualifier merging got sturdier, then the package went quiet for two years.
metatools provides the utilities that build and check SDTM and ADaM datasets against their metadata in the pharmaverse. The 0.1.6 release in July 2024 is the substantive one: combine_supp() learned to handle zero-row supplemental data, to refuse QNAM columns already present in the source, and to route multiple QNAM values to the same IDVAR, alongside enhanced controlled-terminology checks and record-uniqueness verification. Nothing has shipped since.
What is teal.modules.hermes?
teal.modules.hermes stopped publishing release notes before it stopped releasing.
All three recent tags are automation output: a bump from 0.1.3.9017 to 0.1.4, a pre-release merge whose body is a list of file-path updates and co-author trailers, and an empty commit. The most recent is from October 2022.
metatools vs teal.modules.hermes: editorial side-by-side
metatools
0.0ANALYTICS
SDTM supplemental-qualifier merging got sturdier, then the package went quiet for two years.
◆ Current state
metatools provides the utilities that build and check SDTM and ADaM datasets against their metadata in the pharmaverse. The 0.1.6 release in July 2024 is the substantive one: combine_supp() learned to handle zero-row supplemental data, to refuse QNAM columns already present in the source, and to route multiple QNAM values to the same IDVAR, alongside enhanced controlled-terminology checks and record-uniqueness verification. Nothing has shipped since.
◆ Where it's heading
The package's development has been concentrated on one function, combine_supp(), which is where the messy realities of supplemental qualifiers surface — whitespace in join keys, empty supp datasets, colliding names. 0.1.6 also drew three first-time contributors, which is the healthiest signal in the history, but no release has followed. Sibling packages have meanwhile been dropping metatools as a dependency.
◆ Prediction
Without a release in two years the package looks stable rather than active; the plausible trigger is a controlled-terminology or dplyr change that forces the checks to be updated.
teal.modules.hermes
0.0ANALYTICS
teal.modules.hermes stopped publishing release notes before it stopped releasing.
◆ Current state
All three recent tags are automation output: a bump from 0.1.3.9017 to 0.1.4, a pre-release merge whose body is a list of file-path updates and co-author trailers, and an empty commit. The most recent is from October 2022.
◆ Where it's heading
The tags share the insightsengineering date-stamp and [skip vbump] convention, so the feed reports pipeline events rather than package changes — the one package-relevant line across all three is scda moving to Suggests. Nothing here indicates ongoing development.
◆ Prediction
There is nothing in these entries to project from; the package's actual state would have to be read from its NEWS file or commit history.
Alternatives to metatools and teal.modules.hermes
Other Analytics 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 metatools or teal.modules.hermes.
logrx
A clinical-script logger that stopped shipping after its 0.2 line, changelogs made of merged PRs.
lobstr
R's object inspector is losing its view of the internals as CRAN closes off the private C API.
GSODR
A weather-station data client that broke one return type to hand back distances instead of bare IDs.
giscoR
giscoR's 1.0 moved its dataset index into the cache, so new Eurostat releases arrive without a package update.
FedData
FedData has spent two major versions migrating US federal geodata off R's retiring spatial stack.
See all metatools alternatives → · See all teal.modules.hermes alternatives →
Recent activity from metatools and teal.modules.hermes
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2y agometatoolscombine_supp() hardened; controlled-terminology checks extended
- 3y agometatools0.1.4 Update to dplyr and small bug fixes
- 3y agoteal.modules.hermes2022_10_13
- 3y agoteal.modules.hermes2022_08_16: [skip vbump] Merge pre-release to main (#276)
- 4y agoteal.modules.hermes2022_06_09: [skip vbump] (#256)
- 4y agometatools0.1.1 first CRAN release
Frequently asked questions
What is the difference between metatools and teal.modules.hermes?
They serve adjacent needs but don't currently overlap on shipped themes. metatools and teal.modules.hermes 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 metatools better than teal.modules.hermes?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. metatools and teal.modules.hermes 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 Analytics products to evaluate alongside.
What are the best alternatives to metatools?
Top metatools alternatives in Analytics are ranked by recent ship velocity. Browse the "metatools alternatives" section above for the current picks, or visit /alternatives/metatools for the full list with editorial commentary on each.
What are the best alternatives to teal.modules.hermes?
Top teal.modules.hermes alternatives in Analytics are ranked by recent ship velocity. Browse the "teal.modules.hermes alternatives" section above for the current picks, or visit /alternatives/teal-modules-hermes for the full list with editorial commentary on each.