test_that("ArchiveAsync works with one point", { skip_on_cran() skip_if_not_installed("rush") flush_redis() rush = RushWorker$new(network_id = "remote_network", remote = FALSE) archive = ArchiveAsync$new( search_space = PS_2D, codomain = FUN_2D_CODOMAIN, rush = rush ) xss = list(list(x1 = 1, x2 = 2)) keys = archive$push_points(xss) expect_string(keys) expect_data_table(archive$queued_data, nrows = 1) expect_data_table(archive$running_data, nrows = 0) expect_data_table(archive$finished_data, nrows = 0) expect_data_table(archive$failed_data, nrows = 0) expect_equal(archive$data_with_state()$state, "queued") expect_list(archive$pop_point(), len = 2) expect_data_table(archive$queued_data, nrows = 0) expect_data_table(archive$running_data, nrows = 1) expect_data_table(archive$finished_data, nrows = 0) expect_data_table(archive$failed_data, nrows = 0) expect_equal(archive$data_with_state()$state, "running") archive$push_result(keys, ys = list(y1 = 1, y2 = 2), x_domain = list(x1 = 1, x2 = 2)) expect_data_table(archive$queued_data, nrows = 0) expect_data_table(archive$running_data, nrows = 0) expect_data_table(archive$finished_data, nrows = 1) expect_data_table(archive$failed_data, nrows = 0) expect_equal(archive$data_with_state()$state, "finished") xs = list(x1 = 2, x2 = 2) keys = archive$push_running_point(xs) expect_data_table(archive$queued_data, nrows = 0) expect_data_table(archive$running_data, nrows = 1) expect_data_table(archive$finished_data, nrows = 1) expect_data_table(archive$failed_data, nrows = 0) expect_equal(archive$data_with_state()$state, c("running", "finished")) archive$push_failed_point(keys, message = "error") expect_data_table(archive$queued_data, nrows = 0) expect_data_table(archive$running_data, nrows = 0) expect_data_table(archive$finished_data, nrows = 1) expect_data_table(archive$failed_data, nrows = 1) expect_equal(archive$data_with_state()$state, c("finished", "failed")) expect_rush_reset(rush, type = "terminate") }) test_that("as.data.table.ArchiveAsync works", { skip_on_cran() skip_if_not_installed("rush") flush_redis() rush::rush_plan(n_workers = 2) instance = oi_async( objective = OBJ_2D, search_space = PS_2D, terminator = trm("evals", n_evals = 5L), ) optimizer = opt("async_random_search") optimizer$optimize(instance) data = as.data.table(instance$archive) expect_data_table(data, min.rows = 5) expect_names(colnames(data), identical.to = c("state","x1","x2","y","timestamp_xs","pid","worker_id","timestamp_ys","keys","x_domain_x1","x_domain_x2")) data = as.data.table(instance$archive, unnest = NULL) expect_list(data$x_domain) expect_rush_reset(instance$rush) })