rnaturalearth
rnaturalearth finished its sp exit and is now optimising how the data actually arrives.
Comparison · Analytics
dbplyr vs mlr3viz
A side-by-side editorial comparison of dbplyr and mlr3viz — release velocity, themes, recent moves, and the top alternatives to consider.
dbplyr vs mlr3viz: at a glance
What is dbplyr?
dbplyr ends its two-year backend migration by dropping 1st edition support outright
dbplyr translates dplyr code into SQL, and 2.6.0 closes a migration that has been running since 2023: first-edition backends no longer work at all. The same release converts a long list of soft deprecations into hard failures and removes functions deprecated as far back as 2019. The releases before it were translation-quality work across SQL Server, Redshift, Snowflake, Postgres, Spark and Teradata.
What is mlr3viz?
mlr3viz keeps the ecosystem's plots working while the plots themselves move out
mlr3viz supplies autoplot methods across mlr3 objects — learners, resample and benchmark results, tuning instances, ensemble feature-selection results. Recent releases are mostly defensive: suppressing ggplot2::fortify() warnings on ROC and PRC curves, pinning legend order so plots are deterministic across ggplot2 environments, and tracking mlr3 1.7.2. A visible piece of scope also left, with the LearnerSurvCoxPH plot moving to mlr3proba.
dbplyr vs mlr3viz: editorial side-by-side
dbplyr
0.0ANALYTICS
dbplyr ends its two-year backend migration by dropping 1st edition support outright
◆ Current state
dbplyr translates dplyr code into SQL, and 2.6.0 closes a migration that has been running since 2023: first-edition backends no longer work at all. The same release converts a long list of soft deprecations into hard failures and removes functions deprecated as far back as 2019. The releases before it were translation-quality work across SQL Server, Redshift, Snowflake, Postgres, Spark and Teradata.
◆ Where it's heading
The package is trading compatibility surface for a smaller, more consistent core it can actually evolve — qualified table names were overhauled in 2.5.0, sql() and ident() were refactored internally, and the cte argument gave way to a single sql_options() entry point. Backend breadth keeps growing at the translation level even as the extension API narrows.
◆ Prediction
With the edition split finally gone, expect the next cycle to spend its budget on dialect translations and the newer Spark/Databricks path rather than on further deprecation.
mlr3viz
2.5ANALYTICS
mlr3viz keeps the ecosystem's plots working while the plots themselves move out
◆ Current state
mlr3viz supplies autoplot methods across mlr3 objects — learners, resample and benchmark results, tuning instances, ensemble feature-selection results. Recent releases are mostly defensive: suppressing ggplot2::fortify() warnings on ROC and PRC curves, pinning legend order so plots are deterministic across ggplot2 environments, and tracking mlr3 1.7.2. A visible piece of scope also left, with the LearnerSurvCoxPH plot moving to mlr3proba.
◆ Where it's heading
The package is being narrowed toward generic plotting infrastructure while learner-specific plots migrate to the packages that own those learners. What it does add is access rather than new charts — passing parameters through to precrec::autoplot(), better hints when the wrong autoplot type is requested, and a confidence-interval plot for mlr3inferr. Determinism across ggplot2 versions has become a recurring concern, which is what happens when a visualization package is depended on by documentation and tests.
◆ Prediction
Following the Cox proportional-hazards precedent, further learner-specific plots are likely to move to their owning packages, leaving mlr3viz with the cross-cutting result objects.
Alternatives to dbplyr and mlr3viz
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 dbplyr or mlr3viz.
writexl
writexl spent nine years refusing to do formatting, then shipped all of it in 2.0.0.
rgbif
rgbif is steadily pushing users off paged searching and onto real downloads.
rstanarm
rstanarm is community-maintained now, tracking Stan and lme4 rather than adding models.
taxa
taxa started a ground-up rewrite in 2021 and has published almost nothing since.
rotl
rotl's whole release history is keeping name matching honest against a moving taxonomy.
See all dbplyr alternatives → · See all mlr3viz alternatives →
Recent activity from dbplyr and mlr3viz
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 18d agomlr3vizmlr3viz 0.11.1 pins legend order for deterministic plots
- 1mo agodbplyr1st edition backends removed; a wave of deprecations goes defunct ⚡
- 5mo agomlr3vizmlr3viz 0.11.0 quiets ggplot2 fortify warnings on ROC curves
- 11mo agodbplyrDate and aggregate translation fixes across six SQL dialects
- 1y agomlr3vizmlr3viz 0.10.1 passes plotting parameters through to precrec
- 1y agomlr3vizmlr3viz 0.10.0 adds a LearnerSurvCoxPH plot
- 2y agomlr3vizmlr3viz 0.9.0 adds EnsembleFSResult plots
- 2y agodbplyrQualified table names overhauled; I() becomes the simple path
- 2y agomlr3vizmlr3viz 0.8.0 tracks paradox 1.0.0
- 2y agodbplyrPreliminary Databricks Spark SQL backend; join fixes
- 2y agodbplyrdbplyr 2.3.4
- 3y agodbplyrdbplyr 2.3.3
Frequently asked questions
What is the difference between dbplyr and mlr3viz?
They serve adjacent needs but don't currently overlap on shipped themes. mlr3viz 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 dbplyr better than mlr3viz?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. mlr3viz 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 Analytics products to evaluate alongside.
What are the best alternatives to dbplyr?
Top dbplyr alternatives in Analytics are ranked by recent ship velocity. Browse the "dbplyr alternatives" section above for the current picks, or visit /alternatives/dbplyr for the full list with editorial commentary on each.
What are the best alternatives to mlr3viz?
Top mlr3viz alternatives in Analytics are ranked by recent ship velocity. Browse the "mlr3viz alternatives" section above for the current picks, or visit /alternatives/mlr3viz for the full list with editorial commentary on each.