test_that("exponential decay", { expect_equal( expo_decay(1, start_val = 0, limit_val = 1, slope = 1 / 5), 0 ) expect_equal( expo_decay(1000, start_val = 0, limit_val = 1, slope = 1 / 5), 1 ) expect_equal( expo_decay(10, start_val = 0, limit_val = 50, slope = 1), (1 - exp(-9)) * 50 ) }) # ------------------------------------------------------------------------------ test_that("in-line formulas on outcome", { # see issues 121 w1 <- workflow() |> add_formula(log(mpg) ~ .) |> add_model(parsnip::linear_reg() |> parsnip::set_engine("lm")) expect_no_error( f1 <- fit_resamples(w1, resamples = rsample::vfold_cv(mtcars)) ) expect_true(inherits(f1, "resample_results")) w2 <- workflow() |> add_recipe( recipes::recipe(mpg ~ ., data = mtcars) |> recipes::step_log(mpg) ) |> add_model(parsnip::linear_reg() |> parsnip::set_engine("lm")) expect_no_error( f2 <- fit_resamples(w2, resamples = rsample::vfold_cv(mtcars)) ) expect_true(inherits(f2, "resample_results")) }) # ------------------------------------------------------------------------------ test_that("empty ellipses", { expect_no_error(tune:::empty_ellipses()) expect_snapshot(tune:::empty_ellipses(a = 1)) }) # ------------------------------------------------------------------------------ test_that("accessor functions", { load(test_path("data", "test_objects.RData")) expect_equal( .get_tune_parameter_names(mt_spln_knn_bo), attributes(mt_spln_knn_bo)$parameters$id ) attr(mt_spln_knn_bo, "parameters") <- NULL expect_equal(.get_tune_parameter_names(mt_spln_knn_bo), character(0)) expect_equal(.get_tune_metrics(mt_knn_bo), attributes(mt_knn_bo)$metrics) attr(mt_knn_bo, "metrics") <- NULL expect_null(.get_tune_metrics(mt_knn_bo)) expect_equal( .get_tune_metric_names(mt_spln_knn_bo), names(attributes(attributes(mt_spln_knn_bo)$metrics)$metrics) ) attr(mt_spln_knn_bo, "metrics") <- NULL expect_equal(.get_tune_metric_names(mt_spln_knn_bo), character(0)) expect_equal( .get_tune_outcome_names(mt_spln_knn_bo), attributes(mt_spln_knn_bo)$outcomes ) attr(mt_spln_knn_bo, "outcomes") <- NULL expect_equal(.get_tune_outcome_names(mt_spln_knn_bo), character(0)) }) test_that("accessor functions", { skip_if(utils::packageVersion("dials") <= "0.0.7") load(test_path("data", "test_objects.RData")) expect_equal( tibble::as_tibble(.get_tune_parameters(mt_knn_bo)), tibble::as_tibble(attributes(mt_knn_bo)$parameters) ) attr(mt_knn_bo, "parameters") <- NULL expect_equal(.get_tune_parameters(mt_knn_bo), tibble::tibble()) }) # ------------------------------------------------------------------------------ test_that("rsample fingerprinting", { expect_equal( .get_fingerprint(ames_grid_search), "7a961db8a275a9f0d9b6733a967cea03" ) expect_equal( .get_fingerprint(ames_iter_search), "7a961db8a275a9f0d9b6733a967cea03" ) })