R Observatory: Metrics for spatialsample version 0.6.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

spatialsample

0.6.1Package record

Spatial Resampling Infrastructure

3packages dependsuggested by 1

43.7Kdownloads / year

91.7%test coverage

13/13flavors OK

Overview

About

Maintained by Michael MahoneyCRAN page ↗GitHub ↗Website ↗Issues ↗Declared funder: Posit Software, PBC

Functions and classes for spatial resampling to use with the 'rsample' package, such as spatial cross-validation (Brenning, 2012) doi:10.1109/IGARSS.2012.6352393. The scope of 'rsample' and 'spatialsample' is to provide the basic building blocks for creating and analyzing resamples of a spatial data set, but neither package includes functions for modeling or computing statistics. The resampled spatial data sets created by 'spatialsample' do not contain much overhead in memory.

Changes in 0.6.1

Minor update to follow update in rsample and testthat. No user-facing impacts.

From NEWS.md in the release

Install

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

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

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

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("tidymodels/spatialsample")

Development version from tidymodels/spatialsample. Installs pak first if it is not already available.

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-spatialsample

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-spatialsample

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-spatialsample

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: 11.9 min · r-devel-linux-x86_64-debian-clang

Status changes

OK13 OK2026-08-04
NOTE12 OK, 1 NOTE2026-08-01
OK13 OK2026-06-09
ERROR12 OK, 1 ERROR2026-06-08
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 0.6.1

READMEYes · 333 wordsVignettesYes · 1 · evaluation depends on the environmentNEWSYes · 100% structured · mentions 0.6.1Citation fileYes · software entry onlyWebsiteYes · pkgdown

The repository also keeps web-only articles.

Help pages: 10 (4 internal)includes a package overview page
Examples that run: 100%5 run in a plain check (3 of them under a condition)
Exported functions with examples: 80%
Documented parameters: 94%
Return-value docs: 60%
Help pages citing references: 40%

Vignettes (1)

Using spatial resamples for analysis HTML

How these are measured

Downloads

43.7K

CRAN downloads in the past year

Rank #2,365 · ~120/day · ~3.6K/mo

Releases R versions

Daily download trend is not available in this view yet.

2.2K30 days

6.9K90 days

43.7K1 year

Compare downloads with other packages →

Also on539 r2u6 autocran1.6K conda_forge132 c2d4u

How downloads are counted

Repository

tidymodels/spatialsample ↗Organization: tidymodels

81Stars

6Forks

4Open issues

0Open PRs

8Releases

160Commits

5Commit identities

160 commits · Last activity 2026-07-06 · +1.3% stars, 30d · The default branch showed an older version (0.6.0.9000) than CRAN on 2026-10-11

Responsiveness

How these are sampled

PRs merged (all time): 94%
Median days to close, 50 most recently updated closed issues: 6
Median days to close, 50 most recently updated closed PRs: 1

Stars over time

2025-09-09 · 752026-10-17 · 81

How these are measured

PracticesBeta

17 development-tooling and community-health practices detected across 7 families in the upstream repository

Checks run against github.com/tidymodels/spatialsample on 2026-10-11.

Continuous integration (2)

GitHub ActionsR CMD check workflow

The R CMD check workflow runs on Linux, macOS and Windows, and on R-devel

Governance and community (3)

Code of conductContributing guideCODEOWNERS

Docs source (4)

README.Rmdpkgdown

GitHub Pages site last deployed 2026-07-06 · The repository has a site deploy workflow

pkgdown site last built 2024-10-02, before release 0.6.1 (2025-12-02)

Coverage (1)

Coverage reporting (Codecov)

Show all practicesHide 3 practices

Reproducibility and dev environment (1)

data-raw/

CRAN release process (2)

cran-comments.mdrevdep/

Lint, format, editor (4)

Lint workflowAirVS CodeRStudio project

How this is detected·Detection ruleset v3 (2026-09-26)

Dependencies

Declared dependencies

24 external dependencies (excludes base and recommended)

Installing spatialsample adds 47 packages (27 with compiled code, 49 MB of source tarballs). Heaviest: stringi 11 MB, sf 9.3 MB, ggplot2 6.0 MB.

Depends (1)

R >= 3.6

Imports (12)

dplyr ggplot2 glue purrr rlang rsample sfstatstibble tidyselect units vctrs

LinkingTo (1)

cpp11

Suggests (12)

covr gifski knitr lwgeom modeldata rmarkdown testthat tidyr vdiffr whisker withr yardstick

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

1indirect

Depends 1 · Imports 2

Suggested by 1

Depends, Imports or LinkingTo, most downloaded first

tidysdm h3sdm RiskMap

Suggests, most downloaded first

waywiser

How these are counted

Code & Tests

Datasets

People & History

People (3)

Michael Mahoney

Author, Maintainer since 0.2.1 (2022) · added in 0.2.0

Julia Silge

Author

Posit Software, PBC

Copyright holder, Funder · added in 0.4.0

Previously maintained by Julia Silge (0.1.0 to 0.2.0).

Listed in earlier versions (1)

RStudio

no longer listed · 0.1.0 to 0.3.0

Releases (9)

Pick two releases to compare their code metrics.

R
R 4.6.0 released · 2026-04-24
0.6.1Latest
record
2025-12-02 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.6.0
record
2024-10-02 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.5.1
record
2023-11-08 · diff ↗
0.5.0
record
2023-11-03 · diff ↗ ·
added 1 export
get_rsplit
0.4.0
record
2023-05-17 · diff ↗ ·
added 1 export
spatial_nndm_cv
R
R 4.3.0 released · 2023-04-21
0.3.0
record
2023-01-17 · diff ↗
0.2.1
record
2022-08-06 · diff ↗
0.2.0
record
2022-06-17 · diff ↗ ·
removed 1 export
pretty.spatial_clustering_cv

added 4 exports
autoplot, spatial_block_cv, spatial_buffer_vfold_cv, spatial_leave_location_out_cv
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
0.1.0
record
2021-03-04
R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2021-03-04
Total releases: 9 / 5 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.6
Bundled data: 0.1 KB / 1 file
Download size: 3.7 MB

Appears in task views

Analysis of Spatial Data

Cite

Cite this package

Run in R for the authors' entry:

citation("spatialsample")

The package provides a citation file, so citation() returns the authors' own entry.

It points to 10.48550/arxiv.2303.07334.

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 spatialsample version 0.6.1 [Data set]. HJJB, LLC. Data release v2026-10-17. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-17, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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