test_that("learner methods", { learner = lrn("classif.debug") task = tsk("iris") expect_false(learner_marshaled(learner)) learner$train(task) expect_false(learner_marshaled(learner)) learner$marshal() expect_true(learner_marshaled(learner)) learner$unmarshal() expect_false(learner_marshaled(learner)) }) test_that("default method does nothing", { x = 1 expect_equal(x, marshal_model(x)) }) test_that("marshaling a marshaled object does nothing", { x = 1 xm = marshal_model(x) expect_equal(marshal_model(xm), xm) }) test_that("unmarshaling an unmarshaled object does nothing", { x = 1 xm = marshal_model(x) expect_equal(unmarshal_model(xm), x) expect_equal(unmarshal_model(unmarshal_model(xm)), x) }) test_that("marshaling for LearnerClassif", { task = tsk("iris") learner = lrn("classif.debug") learner$train(task) expect_false(learner$marshaled) learner$marshal() expect_true(learner$marshaled) learner$unmarshal() expect_learner(learner, task) }) test_that("marshal count works for LearnerClassifDebug", { # to mock that marshaling behaves as expected, we need to be know how often it happened # note that this means that marshal_model modifies the model in a permanent way, i.e. this is not reversed by # unmarshal_model. learner = lrn("classif.debug", count_marshaling = TRUE) task = tsk("iris") learner$train(task) expect_equal(learner$model$marshal_count, 0) learner$marshal()$unmarshal() expect_equal(learner$model$marshal_count, 1) learner$marshal()$unmarshal() expect_equal(learner$model$marshal_count, 2) learner2 = lrn("classif.debug", count_marshaling = FALSE) learner2$train(task) expect_true(is.null(learner2$model$marshal_count)) model1 = learner2$model model2 = learner2$marshal()$unmarshal()$model expect_equal(model1, model2) }) test_that("printer", { expect_output(print(lrn("classif.debug")$train(tsk("iris"))$marshal()$model), "") })