Teaser

packager is a set of functions I use to create and maintain most of my R-packages using a build process such as fakemake or, GNU make. It borrows heavily from packages devtools, usethis, rcmdcheck, remotes and lintr.

withr

Due to the CRAN policy of not writing "anywhere else on the file system apart from the R session’s temporary directory", throughout this vignette I use R's temporary directory, often by using path ← file.path(tempdir(), "my_path") followed by withr::with_dir(path, …) or the like. I do this because this is a vignette and its codes are run on CRAN.

In real life, we would skip the temporary directory stuff.

Creating Packages

To create a new package I use:

The package is built, tested, checked and committed into git:

##  [1] "DESCRIPTION"                 "LICENSE"
##  [3] "Makefile"                    "Meta"
##  [5] "NAMESPACE"                   "NEWS.md"
##  [7] "R"                           "README.Rmd"
##  [9] "README.md"                   "TODO.md"
## [11] "devel"                       "devel.R"
## [13] "doc"                         "inst"
## [15] "log"                         "make.R"
## [17] "man"                         "man-roxygen"
## [19] "myFirstPackage.Rcheck"       "myFirstPackage_0.1.0.tar.gz"
## [21] "tests"                       "vignettes"
## # A tibble: 0 × 3
## # ℹ 3 variables: file <chr>, status <chr>, staged <lgl>
## # A tibble: 24 × 6
##    commit                         author time                files merge message
##  * <chr>                          <chr>  <dttm>              <int> <lgl> <chr>
##  1 0d2801996286ef96a161bc4e36d6a… fooba… 2025-02-15 04:56:23    31 FALSE "Packa…
##  2 8fc00cf132bd7bc86c51f1b1a846b… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  3 5ce4780592f22335ba75067942a81… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  4 dd9b368e1d93ac6c3a1d42db010d1… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  5 08e65a2af3191840fbeafb649b79e… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  6 8bf215b806f05fa0e9826578c20a6… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  7 6af9868689bdaa4a328beb059a2b3… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  8 cdaccd0e0238ecc4016a8216f2fc2… fooba… 2025-02-15 04:55:48     2 FALSE "Addin…
##  9 403032db764fc15a6eb38f4310cc6… fooba… 2025-02-15 04:55:48     1 FALSE "Addin…
## 10 b0b79a89bd2bc9379c753599e73de… fooba… 2025-02-15 04:55:48     1 FALSE "Addin…
## # ℹ 14 more rows

We can look at some of the files (the directory myFirstPackage.Rcheck might be of interest):

##   WORD      FOUND IN
## RStudio   README.Rmd:8,9
##           README.md:8,9
## gitlab    README.Rmd:43
##           README.md:43
## Spell check failed, see /tmp/RtmpLmRobU/myFirstPackage/log/spell.Rout for details.
## [1] "Status: 1 ERROR, 2 WARNINGs, 5 NOTEs"
## [2] ""
## [3] "See"
## [4] "  ‘/tmp/RtmpLmRobU/myFirstPackage/myFirstPackage.Rcheck/00check.log’"
## [5] "for details."
## [6] ""

And we see what is left to do:

## - make sure https://gitlab.com/foobar/myFirstPackage exists!

Customizing

We see that the package’s DESCRIPTION is filled with default values.

## Package: myFirstPackage
## Title: What it Does (One Line, Title Case)
## Version: 0.1.0
## Authors@R:
##     person("Foo", "Bar", , "[email protected]", role = c("aut", "cre"))
## Author: Who wrote it
## Description: More about what it does (maybe more than one line).
## License: BSD_2_clause + file LICENSE
## URL: https://gitlab.com/foobar/myFirstPackage
## Depends:
##     R (>= 4.4.0)
## Suggests:
##     knitr,
##     pkgload,
##     rmarkdown,
##     rprojroot,
##     RUnit,
##     testthat,
##     tinytest
## VignetteBuilder: knitr
## Encoding: UTF-8
## RoxygenNote: 7.3.2
## Imports:
##     fritools (>= 1.3.0)

We could set the package information on the existing package, but we rather create a new one now. So we get rid of our first package

and customize the package creation (but we skip the process of testing, building and checking for the sake of CPU time, we just build the docs):

## Package: myOtherPackage
## Title: myOtherPackage
## Version: 0.1.0
## Authors@R:
##     person("Your", "Name", , "[email protected]", role = c("aut", "cre"))
## Author: Who wrote it
## Description: This is very important.
## License: BSD_2_clause + file LICENSE
## URL: https://gitlab.com/foobar/myOtherPackage
## Depends:
##     R (>= 4.4.0)
## Suggests:
##     knitr,
##     pkgload,
##     rmarkdown,
##     rprojroot,
##     RUnit,
##     testthat,
##     tinytest
## VignetteBuilder: knitr
## Encoding: UTF-8
## RoxygenNote: 7.3.2
## Imports:
##     fritools (>= 1.3.0)

The package’s man page is set up accordingly:

## myOtherPackage
##
## Description:
##
##      This is very important.
##
## Details:
##
##      You will find the details in
##      'vignette("An_Introduction_to_myOtherPackage", package =
##      "myOtherPackage")'.
##
## Author(s):
##
##      *Maintainer*: Your Name <mailto:[email protected]>
##
## See Also:
##
##      Useful links:
##
##         • <https://gitlab.com/foobar/myOtherPackage>

I use

in one of my startup files to set the author information globally.

Maintaining Packages Using fakemake

Our brand new package myOtherPackage is checked into git already:

## # A tibble: 0 × 3
## # ℹ 3 variables: file <chr>, status <chr>, staged <lgl>
## # A tibble: 24 × 6
##    commit                         author time                files merge message
##  * <chr>                          <chr>  <dttm>              <int> <lgl> <chr>
##  1 e5b1e178f29fafacf4cc571f5e2b6… fooba… 2025-02-15 04:56:24    14 FALSE "Packa…
##  2 e5222e11dd4edf4322151618b3561… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  3 3605aa9b0e66c310d282ad0682a01… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  4 2e58305febca26fe927681c19b328… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  5 aefd6ca7f183b3f136a087cc818fa… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  6 1b1ded36aa16b9d3a6e58d57563fd… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  7 ae163dd9a59ed9e94b929b869dac9… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  8 8cf9bdb24fb589690418558f1eed3… fooba… 2025-02-15 04:56:24     2 FALSE "Addin…
##  9 cbb0eb0eda2613aec6e0962e94349… fooba… 2025-02-15 04:56:24     1 FALSE "Addin…
## 10 7b04803b154c7deeeaa3cad025b29… fooba… 2025-02-15 04:56:24     1 FALSE "Addin…
## # ℹ 14 more rows

but we have so far only built the documentation from the roxygen comments:

## [1] "dependencies.Rout" "roxygen2.Rout"

So we get a makelist and look at its targets and aliases:

##       [,1]                                               [,2]
##  [1,] "log/roxygen2.Rout"                                "roxygen2"
##  [2,] "log/dependencies.Rout"                            "dependencies"
##  [3,] "log/spell.Rout"                                   "spell"
##  [4,] "log/cleanr.Rout"                                  "cleanr"
##  [5,] "log/lintr.Rout"                                   "lint"
##  [6,] "log/covr.Rout"                                    "covr"
##  [7,] "packager::get_pkg_archive_path(absolute = FALSE)" "build"
##  [8,] ".log.Rout"                                        ".log"
##  [9,] "README.md"                                        "README.md"
## [10,] "log/testthat.Rout"                                "testthat"
## [11,] "log/tinytest.Rout"                                "tinytest"
## [12,] "log/vignettes.Rout"                               "vignettes"
## [13,] "log/check_codetags.Rout"                          "check_codetags"
## [14,] "log/news_rd.Rout"                                 "news_rd"
## [15,] "log/news.Rout"                                    "news"
## [16,] "log/usage.Rout"                                   "usage"
## [17,] "log/winbuilder.Rout"                              "winbuilder"
## [18,] "log/check.Rout"                                   "check"
## [19,] "log/install.Rout"                                 "install"
## [20,] "cran-comments.md"                                 "cran_comments"
## [21,] "log/submit.Rout"                                  "submit"

Building the Package

We choose to build the package:

##  [1] "README.md"                   "log/check_codetags.Rout"
##  [3] "log/cleanr.Rout"             "log/covr.Rout"
##  [5] "log/lintr.Rout"              "log/news.Rout"
##  [7] "log/news_rd.Rout"            "log/spell.Rout"
##  [9] "log/testthat.Rout"           "log/tinytest.Rout"
## [11] "log/usage.Rout"              "log/vignettes.Rout"
## [13] "myOtherPackage_0.1.0.tar.gz"

We see that now there are untracked files in our package’s log directory and that some files changed.

## # A tibble: 18 × 3
##    file                    status   staged
##    <chr>                   <chr>    <lgl>
##  1 .Rbuildignore           modified FALSE
##  2 .gitignore              modified FALSE
##  3 README.md               new      FALSE
##  4 inst/NEWS.rd            new      FALSE
##  5 inst/vignettes_code/    new      FALSE
##  6 log/build.Rout          new      FALSE
##  7 log/check_codetags.Rout new      FALSE
##  8 log/cleanr.Rout         new      FALSE
##  9 log/covr.Rout           new      FALSE
## 10 log/lintr.Rout          new      FALSE
## 11 log/news.Rout           new      FALSE
## 12 log/news_rd.Rout        new      FALSE
## 13 log/readme.Rout         new      FALSE
## 14 log/spell.Rout          new      FALSE
## 15 log/testthat.Rout       new      FALSE
## 16 log/tinytest.Rout       new      FALSE
## 17 log/usage.Rout          new      FALSE
## 18 log/vignettes.Rout      new      FALSE
## diff --git a/.Rbuildignore b/.Rbuildignore
## index 8a5d5c8..000c96d 100644
## --- a/.Rbuildignore
## +++ b/.Rbuildignore
## @@ -24,3 +24,5 @@
##  ^man-roxygen/stop_on_error\.R$
##  ^\.log\.Rout$
##  ^log$
## +^doc$
## +^Meta$

After inspecting the change, we commit:

## [1] "869fd39f8253684e25ed00a192ded10d4aaea8ee"
## # A tibble: 0 × 3
## # ℹ 3 variables: file <chr>, status <chr>, staged <lgl>

Checking the Package

So now we want the check the package:

## [1] "log/cleanr.Rout"             "log/covr.Rout"
## [3] "log/lintr.Rout"              "log/testthat.Rout"
## [5] "log/tinytest.Rout"           "myOtherPackage_0.1.0.tar.gz"
## [7] "log/check.Rout"

We again see new files and changes to old files.

## # A tibble: 3 × 3
##   file              status   staged
##   <chr>             <chr>    <lgl>
## 1 log/check.Rout    new      FALSE
## 2 log/testthat.Rout modified FALSE
## 3 log/tinytest.Rout modified FALSE

Note that the RUnit test files are run while checking the tarball, hence we see output from RUnit in our log directory.

We assume that we passed the check:

## * DONE
## Status: 1 ERROR, 2 WARNINGs, 5 NOTEs
##
## See
##   ‘/tmp/RtmpLmRobU/myOtherPackage/myOtherPackage.Rcheck/00check.log’
## for details.

and commit again

## [1] "a6c20ee3e9fcc0db2f4eb1c75a7e777eff3ca2b4"

If we choose to rerun the check without touching any files "down the make chain" (i.e. no files that any of our make targets depend on), we see there’s nothing to be done:

## NULL
##    user  system elapsed
##   0.637   0.008   0.645

This is the big difference between running the check via fakemake with a set of dependencies (set up with packager) and running the check (be it using R CMD check or rcmdcheck::rcmdcheck or its wrapper devtools::check) unconditionally: the latter method rebuilds and checks the whole package every time. This is why I wrote packager and fakemake.

Submitting the Package

Now we would like to submit our package to CRAN (which we will not do here, but we want to!).

We try and fail, because this vignette is built in batch mode and there’s a security query:

## Ready to submit?Error in utils::menu(qs[rand]) : menu() cannot be used non-interactively

Should you run this code interactively, you will be prompted for the security query (as you might be used from devtools::release()). Best you know how to write R extensions and the CRAN policies.

Anyway, we might want to tag the current commit and commence developing our package:

## [1] "fff8fc77b48ca825ea4499f2a44525d675cce274"
##      Version
## "0.1.0.9000"
## # myOtherPackage 0.1.0.9000
##
## * FIXME
##
## # myOtherPackage 0.1.0
##
## * Added a `NEWS.md` file to track changes to the package.

This is close to the workflow I have been using for most of my packages, substituting fakemake with GNU make whenever possible.