reproducible

3.1.1

Enhance Reproducibility of R Code

3packages depend

19.2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Eliot J B McIntireFirst published 2017-08-0541 releasesCRAN page ↗GitHub ↗

A collection of high-level, machine- and OS-independent tools for making reproducible and reusable content in R. The two workhorse functions are 'Cache()' and 'prepInputs()'. 'Cache()' allows for nested caching, is robust to environments and objects with environments (like functions), and deals with some classes of file-backed R objects e.g., from 'terra' and 'raster' packages. Both functions have been developed to be foundational components of data retrieval and processing in continuous workflow situations. In both functions, efforts are made to make the first and subsequent calls of functions have the same result, but faster at subsequent times by way of checksums and digesting. Several features are still under development, including cloud storage of cached objects allowing for sharing between users. Several advanced options are available, see '?reproducibleOptions()'.

Install

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

install.packages("reproducible")

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

pak::pak("PredictiveEcology/reproducible")

Development version from PredictiveEcology/reproducible. Requires the pak package.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-reproducible

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

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

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-reproducible

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

sudo zypper install R-reproducible

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

13OK

Code health

Yes

Tests · ratio 0.48

not tracked

Coverage

100%

Documentation · exports

Yes

Vignettes

Yes

README

Dependencies · direct

Check history

OK2026-07-04
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
WARNING2026-07-03
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-07-01
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-20
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-06-19
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 10 earlier snapshots

WARNING2026-06-17
12 OK · 0 NOTE · 1 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-10
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-03
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-23
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-20
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-17
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-05-07
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

19.2K

CRAN downloads in the past year

Rank #3,033 · ~53/day · ~1.6K/mo

1.4K30 days

5.1K90 days

19.2K1 year

Also on163 r2u21 autocran32 c2d4u

Source & community

GitHub ↗

Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

32 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.3

Imports (11)

cli data.table digest filelock fpCompare fs lobstr methods basestats basetools baseutils base

LinkingTo (0)

none

Suggests (26)

archive covr curl DBI future geodata glue googledrive httr httr2 knitr parallel baseparallelly qs2 raster RCurl rlang rmarkdown RSQLite R.utils rvest sf sp terra testthat withr

Enhances (0)

none

Reverse dependencies

3direct

–indirect (not tracked)

SpaDES.core SpaDES SpaDES.tools

Code

42,327Lines of code

126Exported functions

Code & tests

Open call graph →

Line coverage

–

Expression

–

Tests / Examples

–

Functions

524 108 exported

Complexity

5.7 avg / 69 max

Call network

524 nodes / 1200 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Loading call graph…

Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (6)

Maintainer (1)

Eliot J B McIntire iD

Author, Maintainer

Authors (1)

Alex M Chubaty iD

Author

Contributors (3)

Ceres Barros iD

Contributor

Ian Eddy iD

Contributor

Tati Micheletti iD

Contributor

His Majesty the King in Right of Canada, as represented by the Minister of Natural Resources Canada

Release timeline

41 releases. Pick two to compare their code metrics; R releases are shown for context.

3.1.1Latest
2026-05-18 · current release
3.1.0
2026-05-16 · diff ↗
R
R 4.6.0 released · 2026-04-24
3.0.0
2026-01-08 · diff ↗
R
R 4.5.0 released · 2025-04-11
2.1.2
2024-12-12 · diff ↗
2.1.0
2024-05-30 · diff ↗
R
R 4.4.0 released · 2024-04-24
2.0.12
2024-04-15 · diff ↗
2.0.11
2024-03-30 · diff ↗
2.0.10
2023-11-22 · diff ↗
2.0.9
2023-11-09 · diff ↗
2.0.8
2023-08-23 · diff ↗
2.0.7
2023-08-07 · diff ↗
2.0.5
2023-07-03 · diff ↗
2.0.4
2023-05-31 · diff ↗

Show 34 earlier events

2.0.2
2023-05-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.2.16
2022-12-22 · diff ↗
1.2.11
2022-11-09 · diff ↗
1.2.10
2022-08-17 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.2.8
2021-09-26 · diff ↗
1.2.7
2021-05-28 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.2.6
2021-02-17 · diff ↗
1.2.4
2020-12-07 · diff ↗
1.2.1
2020-08-18 · diff ↗
1.2.0
2020-08-03 · diff ↗
1.1.1
2020-05-20 · diff ↗
1.1.0
2020-05-15 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0.0
2020-02-20 · diff ↗
0.2.11
2019-11-19 · diff ↗
0.2.10
2019-09-12 · diff ↗
0.2.9
2019-07-09 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.2.8
2019-03-18 · diff ↗
0.2.7
2019-03-07 · diff ↗
0.2.6
2019-02-01 · diff ↗
0.2.5
2018-11-16 · diff ↗
0.2.3
2018-08-07 · diff ↗
0.2.2
2018-08-01 · diff ↗
0.2.1
2018-07-07 · diff ↗
0.2.0
2018-06-17 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.4
2018-01-25 · diff ↗
0.1.3
2017-08-11 · diff ↗
0.1.2
2017-08-09 · diff ↗
0.1.1
2017-08-05

Package metadata

First published: 2017-08-05
Total releases: 41 / 9 yrs
License: GPL-3 OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet