R Observatory: Metrics for dsTidyverse version 1.2.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

dsTidyverse

1.2.1Package record

'DataSHIELD' 'Tidyverse' Server-Side Package

0packages dependsuggested by 1

3.6Kdownloads / year

100.0%test coverage

13/13flavors OK

Overview

About

Maintained by Tim CadmanCRAN page ↗

Implementation of selected 'Tidyverse' functions within 'DataSHIELD', an open-source federated analysis solution in R. Currently, DataSHIELD contains very limited tools for data manipulation, so the aim of this package is to improve the researcher experience by implementing essential functions for data manipulation, including subsetting, filtering, grouping, and renaming variables. This is the server-side package which should be installed on the server holding the data, and is used in conjunction with the client-side package 'dsTidyverseClient' which is installed in the local R environment of the analyst. For more information, see https://tidyverse.org/ and https://datashield.org/.

Changes in 1.2.1

feat: Provide option to specify permitted functions via options() (#89)
feat: Allow as.Date in mutate (#94)
feat: Add % to encoding dictionary (#99)
fix: Regex false-positive on function names like as.numeric( (#97)

From NEWS.md in the release

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("dsTidyverse", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-dstidyverse

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-dsTidyverse

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-dsTidyverse

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 21.7 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK12 OK2026-04-25
NOTE12 OK, 2 NOTE2026-03-30
ERROR11 OK, 2 NOTE, 1 ERROR2026-03-28

Show 1 earlier changeHide 1 earlier change

NOTE12 OK, 2 NOTE2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 1.2.1

READMEYes · 253 wordsVignettesYes · 1 · staticNEWSYes · 100% structured · mentions 1.2.1Citation fileNoWebsitenot declared in DESCRIPTION

Help pages: 17
Examples that run: no examples
Exported functions with examples: 0%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 0%

Vignettes (1)

Privacy settings within dsTidyverse HTML

How these are measured

Downloads

3.6K

CRAN downloads in the past year

Rank #10,135 · ~10/day · ~298/mo

Releases R versions

Daily download trend is not available in this view yet.

36030 days

1K90 days

3.6K1 year

Compare downloads with other packages →

Also on524 r2u6 autocran

How downloads are counted

Dependencies

Declared dependencies

13 external dependencies (excludes base and recommended)

Installing dsTidyverse adds 15 packages (9 with compiled code, 5.2 MB of source tarballs). Heaviest: vctrs 1.0 MB, dplyr 902 KB, rlang 766 KB.

Depends (0)

none

Imports (3)

rlang cli dplyr

LinkingTo (0)

none

Suggests (10)

testthat tibble DSLite dsBaseClient dsBase DSI purrr mockery knitr rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Suggested by 1

Suggests, most downloaded first

dsTidyverseClient

How these are counted

Code & Tests

People & History

People (4)

Tim Cadman

Author, Maintainer since 1.0.1 (2024)

Demetris Avraam

Author

Mariska Slofstra

Author

Stuart Wheater

Author

Releases (4)

Pick two releases to compare their code metrics.

1.2.1Latest
record
2026-04-27 · current release · diff ↗
R
R 4.6.0 released · 2026-04-24
1.1.1
record
2025-12-15 · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0.4
record
2025-02-27 · diff ↗
1.0.1
record
2024-10-25
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-10-25
Total releases: 4 / 2 yrs
License: LGPL (>= 3) OSI
Download size: 35 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("dsTidyverse")

Format

Cadman, T., Avraam, D., Slofstra, M., & Wheater, S. (2026). dsTidyverse: 'DataSHIELD' 'Tidyverse' Server-Side Package (Version 1.2.1) [Computer software]. https://doi.org/10.32614/CRAN.package.dsTidyverse

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for dsTidyverse version 1.2.1 [Data set]. HJJB, LLC. Data release v2026-10-24. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-24, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →