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daiquiri vs hoardr

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

Shared themes:r-packageropensci

daiquiri vs hoardr: at a glance

Featuredaiquirihoardr
SectorAnalyticsAnalytics
Velocity score0.00.0
Sparks · 30d00
Top themesdata-quality, r-package, reporting, ropenscicaching, r-package, ropensci, infrastructure
Last editorial update1h ago1h ago
WebsiteVisit →Visit →

What is daiquiri?

A data-quality report generator that finished its API rewrite and has been coasting on small features since.

daiquiri turns a raw clinical or administrative dataset into an HTML report of time-series data-quality plots, driven by a field-type specification the user writes. The public API settled in 2022 after a wholesale rename for rOpenSci acceptance, and releases since then have added specification conveniences rather than new report content. The 1.2.0 release is the first in nearly two years.

Read the full daiquiri trajectory →

What is hoardr?

A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.

hoardr manages local cache directories for other R packages — where files go, how they are keyed, whether they exist. It underpins caching in several rOpenSci data clients. The last functional additions were in 2018; everything since is a patch issued because CRAN reported a test failure or the maintainer changed.

Read the full hoardr trajectory →

daiquiri vs hoardr: editorial side-by-side

D
daiquiri
ANALYTICS
0.0

A data-quality report generator that finished its API rewrite and has been coasting on small features since.

◆ Current state

daiquiri turns a raw clinical or administrative dataset into an HTML report of time-series data-quality plots, driven by a field-type specification the user writes. The public API settled in 2022 after a wholesale rename for rOpenSci acceptance, and releases since then have added specification conveniences rather than new report content. The 1.2.0 release is the first in nearly two years.

◆ Where it's heading

Development has shifted from restructuring the interface to lowering the cost of using it — field_types_advanced() lets users name only the columns they care about and default the rest, which is the kind of change that matters when a dataset has hundreds of fields. Plot rendering is getting incremental attention (heatmap scaling) rather than new visualisation types. Cadence is roughly annual.

◆ Prediction

Expect the next release to continue trimming specification boilerplate for wide datasets rather than adding report sections; the entries give no indication of a new plot type or output format in progress.

H
hoardr
ANALYTICS
0.0

A cache-directory helper that has shipped nothing but CRAN-triggered patches for seven years.

◆ Current state

hoardr manages local cache directories for other R packages — where files go, how they are keyed, whether they exist. It underpins caching in several rOpenSci data clients. The last functional additions were in 2018; everything since is a patch issued because CRAN reported a test failure or the maintainer changed.

◆ Where it's heading

This is infrastructure that has reached its final shape. Three of the last three releases were reactive: two responses to CRAN test-failure notifications, one to a maintainer handover. The single behavioural change in that stretch — forward slashes in paths on every operating system — is a consistency fix for downstream packages rather than a feature. Its release cadence is set by CRAN's checks, not by demand.

◆ Prediction

Expect the next release to be triggered by another CRAN check failure rather than by new functionality, matching every release since 2018.

Alternatives to daiquiri and hoardr

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 daiquiri or hoardr.

See all daiquiri alternatives → · See all hoardr alternatives →

Recent activity from daiquiri and hoardr

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

  1. 1y agodaiquirifield_types_advanced() lets specs name only some columns
  2. 1y agohoardrPaths use forward slashes on every platform
  3. 2y agohoardrTest-only patch for a CRAN failure
  4. 3y agodaiquirift_strata() splits reports by a column's values
  5. 3y agohoardrPatch release for maintainer handover
  6. 3y agodaiquiriColumn-order and integer-column validation fixes
  7. 3y agodaiquiriReport intermediates write to tempdir(), not the library
  8. 3y agodaiquiriFirst CRAN release
  9. 3y agodaiquiriPublic API renamed wholesale for rOpenSci acceptance
  10. 7y agohoardrFixes cache paths leaking between HoardClient instances
  11. 7y agohoardrFile-existence checks and full-path cache configuration
  12. 9y agohoardrCRAN disk-writing policy compliance

Frequently asked questions

What is the difference between daiquiri and hoardr?

Both compete on the same themes — r-package, ropensci — within Analytics. daiquiri and hoardr 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 daiquiri better than hoardr?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. daiquiri and hoardr 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 daiquiri?

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

What are the best alternatives to hoardr?

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