skip_on_cran() test_that("Download mlr Flow: 3364", { local_public_server() flow_id = 3364L flow = OMLFlow$new(flow_id, FALSE) expect_equal(flow$desc$upload_date, as.POSIXct("2016-03-21 16:06:43", tz = "UTC")) expect_data_table(flow$parameter) expect_equal(names(flow$parameter), c("name", "data_type", "default_value")) expect_equal(flow$tags, "Verified_Supervised_Classification") expect_equal(flow$desc$version, 8L) expect_equal(flow$dependencies, "mlr_2.8, adabag_4.1, rpart_4.1.10") expect_equal(flow$desc$uploader, 1160L) expect_equal(flow$id, 3364L) }) test_that("Cannot download non-existing flow", { local_public_server() invalid_id = 100000000L flow = OMLFlow$new(invalid_id, FALSE) expect_error(flow$desc) }) test_that("Flows 17374 17369", { local_public_server() ids = OMLCollection$new(232, FALSE)$flow_ids flows = mlr3misc::map( ids, function(x) { flow = OMLFlow$new(x) flow$desc return(flow) } ) for (flow in flows) { expect_oml_flow(flow) } }) test_that("Can convert pseudo OML Learner", { local_public_server() oml_flow = OMLFlow$new(1, F) learner_classif = mlr3::as_learner(oml_flow, "classif") learner_regr = mlr3::as_learner(oml_flow, "regr") expect_r6(learner_classif, "LearnerClassifOML1") expect_r6(learner_regr, "LearnerRegrOML1") }) test_that("Conversion of mlr flow works as intended", { id = 19052L flow = OMLFlow$new(id, FALSE) learner = mlr3::as_learner(flow, "classif") expect_r6(learner, "LearnerClassifOML19052") }) test_that("Can open help page for OpenML Flow", { expect_error(OMLFlow$new(1)$help(), regexp = NA) }) test_that("Printer works", { local_log_info() with_cache({ oml_flow = oflw(6794) observed = capture.output(print(oml_flow))[2:4] expected = c( "", " * Name: mlr.classif.ranger", " * Dependencies: R_3.3.2, OpenML_1.3, mlr_2.11, ranger_0.8.0" ) expect_equal(observed, expected) }, cache = FALSE) }) test_that("download runs without error", { local_log_info() # simple sanity check out = capture.output(with_cache(oflw(6794)$download(), cache = FALSE)) expect_true(length(out) == 1L) })