# ------------------------------------------------------------------------------ # pull_workflow_preprocessor() test_that("can pull a formula preprocessor", { local_lifecycle_quiet() workflow <- workflow() workflow <- add_formula(workflow, mpg ~ cyl) expect_equal( pull_workflow_preprocessor(workflow), mpg ~ cyl ) }) test_that("can pull a recipe preprocessor", { local_lifecycle_quiet() recipe <- recipes::recipe(mpg ~ cyl, mtcars) workflow <- workflow() workflow <- add_recipe(workflow, recipe) expect_equal( pull_workflow_preprocessor(workflow), recipe ) }) test_that("can pull a variables preprocessor", { local_lifecycle_quiet() variables <- workflow_variables(mpg, c(cyl, disp)) workflow <- workflow() workflow <- add_variables(workflow, variables = variables) expect_identical( pull_workflow_preprocessor(workflow), variables ) }) test_that("error if no preprocessor", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_preprocessor(workflow())) }) test_that("error if not a workflow", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_preprocessor(1)) }) test_that("`pull_workflow_preprocessor()` is soft-deprecated", { workflow <- workflow() workflow <- add_formula(workflow, mpg ~ cyl) expect_snapshot(x <- pull_workflow_preprocessor(workflow)) }) # ------------------------------------------------------------------------------ # pull_workflow_spec() test_that("can pull a model spec", { local_lifecycle_quiet() model <- parsnip::linear_reg() workflow <- workflow() workflow <- add_model(workflow, model) expect_equal( pull_workflow_spec(workflow), model ) }) test_that("error if no spec", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_spec(workflow())) }) test_that("error if not a workflow", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_spec(1)) }) test_that("`pull_workflow_spec()` is soft-deprecated", { model <- parsnip::linear_reg() workflow <- workflow() workflow <- add_model(workflow, model) expect_snapshot(x <- pull_workflow_spec(workflow)) }) # ------------------------------------------------------------------------------ # pull_workflow_fit() test_that("can pull a model fit", { local_lifecycle_quiet() model <- parsnip::linear_reg() model <- parsnip::set_engine(model, "lm") workflow <- workflow() workflow <- add_model(workflow, model) workflow <- add_formula(workflow, mpg ~ cyl) workflow <- fit(workflow, mtcars) expect_equal( pull_workflow_fit(workflow), workflow$fit$fit ) }) test_that("error if no fit", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_fit(workflow())) }) test_that("error if not a workflow", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_fit(1)) }) test_that("`pull_workflow_fit()` is soft-deprecated", { model <- parsnip::linear_reg() model <- parsnip::set_engine(model, "lm") workflow <- workflow() workflow <- add_model(workflow, model) workflow <- add_formula(workflow, mpg ~ cyl) workflow <- fit(workflow, mtcars) expect_snapshot(x <- pull_workflow_fit(workflow)) }) # ------------------------------------------------------------------------------ # pull_workflow_mold() test_that("can pull a mold", { local_lifecycle_quiet() model <- parsnip::linear_reg() model <- parsnip::set_engine(model, "lm") workflow <- workflow() workflow <- add_model(workflow, model) workflow <- add_formula(workflow, mpg ~ cyl) workflow <- fit(workflow, mtcars) expect_type(pull_workflow_mold(workflow), "list") expect_equal( pull_workflow_mold(workflow), workflow$pre$mold ) }) test_that("error if no mold", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_mold(workflow())) }) test_that("error if not a workflow", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_mold(1)) }) test_that("`pull_workflow_mold()` is soft-deprecated", { model <- parsnip::linear_reg() model <- parsnip::set_engine(model, "lm") workflow <- workflow() workflow <- add_model(workflow, model) workflow <- add_formula(workflow, mpg ~ cyl) workflow <- fit(workflow, mtcars) expect_snapshot(x <- pull_workflow_mold(workflow)) }) # ------------------------------------------------------------------------------ # pull_workflow_prepped_recipe() test_that("can pull a prepped recipe", { local_lifecycle_quiet() model <- parsnip::linear_reg() model <- parsnip::set_engine(model, "lm") recipe <- recipes::recipe(mpg ~ cyl, mtcars) workflow <- workflow() workflow <- add_model(workflow, model) workflow <- add_recipe(workflow, recipe) workflow <- fit(workflow, mtcars) expect_s3_class(pull_workflow_prepped_recipe(workflow), "recipe") expect_equal( pull_workflow_prepped_recipe(workflow), workflow$pre$mold$blueprint$recipe ) }) test_that("error if no recipe preprocessor", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_prepped_recipe(workflow())) }) test_that("error if no mold", { local_lifecycle_quiet() recipe <- recipes::recipe(mpg ~ cyl, mtcars) workflow <- workflow() workflow <- add_recipe(workflow, recipe) expect_snapshot(error = TRUE, pull_workflow_prepped_recipe(workflow)) }) test_that("error if not a workflow", { local_lifecycle_quiet() expect_snapshot(error = TRUE, pull_workflow_prepped_recipe(1)) }) test_that("`pull_workflow_prepped_recipe()` is soft-deprecated", { model <- parsnip::linear_reg() model <- parsnip::set_engine(model, "lm") recipe <- recipes::recipe(mpg ~ cyl, mtcars) workflow <- workflow() workflow <- add_model(workflow, model) workflow <- add_recipe(workflow, recipe) workflow <- fit(workflow, mtcars) expect_snapshot(x <- pull_workflow_prepped_recipe(workflow)) })