tests/testthat/helper-tidyclust-package.R

In tidyclust: A Common API to Clustering

new_rng_snapshots <- utils::compareVersion("3.6.0", as.character(getRversion())) > 0

helper_objects_tidyclust <- function() {
  rec_tune_1 <-
    recipes::recipe(~., data = mtcars) %>%
    recipes::step_normalize(recipes::all_predictors()) %>%
    recipes::step_pca(recipes::all_predictors(), num_comp = tune())

  rec_no_tune_1 <-
    recipes::recipe(~., data = mtcars) %>%
    recipes::step_normalize(recipes::all_predictors())

  kmeans_mod_no_tune <- k_means(num_clusters = 2)

  kmeans_mod <- k_means(num_clusters = tune())

  list(
    rec_tune_1 = rec_tune_1,
    rec_no_tune_1 = rec_no_tune_1,
    kmeans_mod = kmeans_mod,
    kmeans_mod_no_tune = kmeans_mod_no_tune
  )
}

new_empty_quosure <- function(expr) {
  rlang::new_quosure(expr, env = rlang::empty_env())
}