skip_on_cran() test_that("collect_extracts works", { set.seed(1) folds <- rsample::vfold_cv(mtcars, v = 3) wflow_set <- workflow_set( list(reg = mpg ~ ., nonlin = mpg ~ wt + 1 / sqrt(disp)), list(lm = parsnip::linear_reg()) ) wflow_set_trained <- wflow_set |> workflow_map( "fit_resamples", resamples = folds, control = tune::control_resamples(extract = function(x) { x }) ) extracts <- collect_extracts(wflow_set_trained) expect_equal(nrow(extracts), 6) expect_contains( class(extracts$.extracts[[1]]), "workflow" ) expect_named(extracts, c("wflow_id", "id", ".extracts", ".config")) }) test_that("collect_extracts fails gracefully without .extracts column", { set.seed(1) folds <- rsample::vfold_cv(mtcars, v = 3) wflow_set <- workflow_set( list(reg = mpg ~ ., nonlin = mpg ~ wt + 1 / sqrt(disp)), list(lm = parsnip::linear_reg()) ) wflow_set_trained <- wflow_set |> workflow_map("fit_resamples", resamples = folds) expect_snapshot( error = TRUE, collect_extracts(wflow_set_trained) ) })