{vcr} records and replays HTTP requests so you can test your API package with speed and confidence. It makes your tests independent of your internet connection (so they work on CRAN!) and because your tests get much much faster, you can write even more, increasing the coverage of your package. {vcr} works with {crul}, {httr} and {httr2}.
{vcr} draws inspiration from Ruby’s vcr.
# Instal the latest version from CRAN
install.packages("vcr")
# Or the get development version from GitHub:
# install.packages("pak")
pak::pak("ropensci/vcr")
Using vcr in a test is straightforward: just call
vcr::local_cassette()
. The first time your test is run, vcr will
automatically record every HTTP request, saving the request and reponse
in tests/testthat/_vcr
. After that, it will replay those recorded
requests, meaning that your test no longer needs an active connection.
test_that("can retrieve current version", {
vcr::local_cassette("rl_version")
expect_equal(rredlist::rl_version(), "2025-1")
})
The first argument to local_casette()
is the cassette name: it’s used
to name the cassette file so needs to be unique across tests. In this
case, running the above test will generate
tests/testthat/_vcr/rl_version.yaml
which looks something like this:
http_interactions:
- request:
method: GET
uri: https://api.iucnredlist.org/api/v4/information/red_list_version
body: ~
headers:
Authorization: tVirteB2iZjthFGoZCQYfCCFXinYjk8nD7Ww
User-Agent: r-curl/6.2.2 crul/1.5.0 rOpenSci(rredlist/1.0.0)
response:
status: 200
headers:
cache-control: max-age=0, private, must-revalidate
content-type: application/json
etag: W/"1694e95e54c5590a355e5922b47c7cd9"
date: Sun, 27 Apr 2025 21:48:05 GMT
body:
string: '{"red_list_version":"2025-1"}'
file: no
recorded_at: 2025-04-27 21:48:05 GMT
recorded_with: vcr/1.7.0.91, webmockr/2.0.0
If you look carefully at this file, you’ll spot a big problem! It
includes the Authorization
header meaning that we’ve accidentally
embedded a copy of our credentials in the package. To avoid this
problem, make sure to read vignette("secrets")
before continuing.
Start with vignette("vcr")
to learn more about how {vcr} works,
especially how requests are matched to the recordeded cassette. You
might also enjoy the HTTP
testing book for a lot more
details about {vcr}, {webmockr}, {curl} and more.
- Please report any issues or bugs
- License: MIT
- Get citation information for
vcr
in R doingcitation(package = 'vcr')
- Please note that this package is released with a Contributor Code of Conduct. By contributing to this project, you agree to abide by its terms.