library(testthat) library(recipes) iris_rec <- recipe(~., data = iris) test_that("basic usage", { rec <- iris_rec %>% step_rename_at(contains("Length"), fn = ~ tolower(.)) prepped <- prep(rec, training = iris %>% slice(1:75)) dplyr_train <- iris %>% as_tibble() %>% slice(1:75) %>% rename_at(vars(contains("Length")), ~ tolower(.)) rec_train <- bake(prepped, new_data = NULL) expect_equal(dplyr_train, rec_train) dplyr_test <- iris %>% as_tibble() %>% slice(76:150) %>% rename_at(vars(contains("Length")), ~ tolower(.)) rec_test <- bake(prepped, iris %>% slice(76:150)) expect_equal(dplyr_test, rec_test) }) test_that("mulitple functions", { rec <- iris_rec %>% step_rename_at(contains("Length"), fn = list(a = log, b = sqrt)) expect_snapshot(error = TRUE, prep(rec, training = iris %>% slice(1:75)) ) }) test_that("no input", { # Wait for call pass through expect_error( iris_rec %>% step_rename_at() %>% prep(training = iris) %>% bake(new_data = NULL, composition = "data.frame") ) }) # Infrastructure --------------------------------------------------------------- test_that("bake method errors when needed non-standard role columns are missing", { # Here for completeness # step_rename_at() is one of the thin wrappers around dplyr functions and # is thus hard to check against expect_true(TRUE) }) test_that("empty printing", { rec <- recipe(mpg ~ ., mtcars) rec <- step_rename_at(rec, fn = identity) expect_snapshot(rec) rec <- prep(rec, mtcars) expect_snapshot(rec) }) test_that("empty selection prep/bake is a no-op", { rec1 <- recipe(mpg ~ ., mtcars) rec2 <- step_rename_at(rec1, fn = identity) rec1 <- prep(rec1, mtcars) rec2 <- prep(rec2, mtcars) baked1 <- bake(rec1, mtcars) baked2 <- bake(rec2, mtcars) expect_identical(baked1, baked2) }) test_that("empty selection tidy method works", { rec <- recipe(mpg ~ ., mtcars) rec <- step_rename_at(rec, fn = identity) expect <- tibble(terms = character(), id = character()) expect_identical(tidy(rec, number = 1), expect) rec <- prep(rec, mtcars) expect_identical(tidy(rec, number = 1), expect) }) test_that("printing", { rec <- recipe(~., data = iris) %>% step_rename_at(contains("Sepal"), fn = tolower) expect_snapshot(print(rec)) expect_snapshot(prep(rec)) })