{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.
# Install the latest released version from CRAN
install.packages("vcr")
# Or install the development version
# from R-universe
install.packages(
"vcr",
repos = c("https://ropensci.r-universe.dev", "https://cloud.r-project.org")
)
# Or 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_cassette() 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
response:
status: 200
headers:
status: 'HTTP/2 200 '
cache-control: max-age=0, private, must-revalidate
content-type: application/json
etag: W/"1694e95e54c5590a355e5922b47c7cd9"
date: Tue, 06 May 2025 20:52:22 GMT
body:
string: '{"red_list_version":"2025-1"}'
recorded_at: 2025-05-06 20:52:21
recorded_with: VCR-vcr/2.0.0
If you look carefully at this file, you’ll notice an Authorization header is not recorded in the request headers despite it being used in the actual HTTP request. Read more about protecting secrets in the vignette vignette("secrets").
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.
vcr in R doing citation(package = 'vcr')RetroSearch is an open source project built by @garambo | Open a GitHub Issue
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