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haze vs vecvec

A side-by-side editorial comparison of haze and vecvec — release velocity, themes, recent moves, and the top alternatives to consider.

haze vs vecvec: at a glance

Featurehazevecvec
SectorAnalyticsAnalytics
Velocity score5.02.5
Sparks · 30d00
Top themesmesh-processing, neuroimaging, interpolation, dependenciesr-package, data-structures, s7, vctrs
Last editorial update23h ago22h ago
WebsiteVisit →Visit →

What is haze?

Mesh interpolation drops its custom fork dependency and sheds weight.

haze does per-vertex smoothing and interpolation on triangular meshes, aimed at mapping neuroimaging surface data between subjects, with k-d tree lookup and interpolation in C++. After three years dormant it has shipped twice in a month: a modernization pass to get through R CMD check, and now the removal of its dependency on a custom Rvcg build. It has never been on CRAN because of package size.

Read the full haze trajectory →

What is vecvec?

A lazy vector container keeps closing the gaps where it quietly materialised anyway.

vecvec provides an R class that holds multiple vectors as one logical vector without copying them together, for cases where concatenating would be wasteful. The 1.0.0 rewrite moved the class off vctrs onto S7 while keeping user-facing code working, and added matrix and array behaviour. Since then the work has been about whether the abstraction actually saves anything: 1.3.0 makes duplicated(), equality proxies, casting and array formatting compute slot-wise instead of materialising, and adds vecvec_mapply() to apply a function across several vecvecs at once.

Read the full vecvec trajectory →

haze vs vecvec: editorial side-by-side

H
haze
ANALYTICS
5.0

Mesh interpolation drops its custom fork dependency and sheds weight.

◆ Current state

haze does per-vertex smoothing and interpolation on triangular meshes, aimed at mapping neuroimaging surface data between subjects, with k-d tree lookup and interpolation in C++. After three years dormant it has shipped twice in a month: a modernization pass to get through R CMD check, and now the removal of its dependency on a custom Rvcg build. It has never been on CRAN because of package size.

◆ Where it's heading

Both recent releases point at the same obstacle. Needing a patched Rvcg meant users could not install from any normal source, and package size is the stated reason CRAN was ruled out at the first release; this release removes the first barrier and starts on the second by deleting unused data files. Nothing has been added to the interpolation surface since 2022.

◆ Prediction

The direction of travel suggests a CRAN attempt once the size problem is solved, though the package has not said so and the earlier note put it ten times over the limit.

V
vecvec
ANALYTICS
2.5

A lazy vector container keeps closing the gaps where it quietly materialised anyway.

◆ Current state

vecvec provides an R class that holds multiple vectors as one logical vector without copying them together, for cases where concatenating would be wasteful. The 1.0.0 rewrite moved the class off vctrs onto S7 while keeping user-facing code working, and added matrix and array behaviour. Since then the work has been about whether the abstraction actually saves anything: 1.3.0 makes duplicated(), equality proxies, casting and array formatting compute slot-wise instead of materialising, and adds vecvec_mapply() to apply a function across several vecvecs at once.

◆ Where it's heading

The arc runs from proving the idea to making it cheap, and 1.3.0 is the widest pass yet at the second half. Early releases established constructors and vctrs dispatch; 1.0.0 rebuilt the internals on S7; the three releases since have worked through the operations that were quietly defeating the point — printing, duplicate detection, casting, equality — and made each compute on storage slots rather than elements. ALTREP detection has moved from parsing .Internal(inspect()) output to a C-level check, the same work on a firmer footing. The other visible thread is a widening apply surface: vec_apply() per vector, now vecvec_mapply() across several.

◆ Prediction

With the main vctrs operations converted to slot-wise computation, the remaining materialisation points are the natural next target; the entries name no specific one, and the internal structure reserved at 1.0.0 still leaves room for the faster special-case representations flagged then.

Alternatives to haze and vecvec

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 haze or vecvec.

See all haze alternatives → · See all vecvec alternatives →

Recent activity from haze and vecvec

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agovecvecBatched mapply arrives; core operations stop materialising
  2. 1d agohazeVersion 0.4.0 -- Remove dependency on custom Rvcg version
  3. 22d agohazeVersion 0.3.0 -- Fixes and modernization
  4. 1mo agovecvecExtension packages can register their own ptype and cast methods
  5. 1mo agovecvecALTREP vectors survive construction and printing intact
  6. 3mo agovecvecThe class is rebuilt on S7, with a new internal representation
  7. 4mo agovecvecMissing value handling fixed for is.na()
  8. 11mo agovecvecArithmetic and per-vector apply arrive
  9. 4y agohazev0.2.0 -- kdtrees
  10. 4y agohazeInitial release: mesh smoothing and k-d tree interpolation

Frequently asked questions

What is the difference between haze and vecvec?

They serve adjacent needs but don't currently overlap on shipped themes. haze is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 haze better than vecvec?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. haze is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 haze?

Top haze alternatives in Analytics are ranked by recent ship velocity. Browse the "haze alternatives" section above for the current picks, or visit /alternatives/haze for the full list with editorial commentary on each.

What are the best alternatives to vecvec?

Top vecvec alternatives in Analytics are ranked by recent ship velocity. Browse the "vecvec alternatives" section above for the current picks, or visit /alternatives/vecvec for the full list with editorial commentary on each.