if (identical(Sys.getenv("STRESS_TEST"), "true") && identical(Sys.getenv("NOT_CRAN"), "true") && !identical(Sys.getenv("TRAVIS"), "true") && !identical(Sys.getenv("APPVEYOR"), "True")) { context("Stress test for STAMP, STOMP and SCRIMP") library(tsmp) ssize <- 10 set.seed(2018) windows <- c(4, sample(50:4000, (ssize - 1))) message("Windows: ", windows) for (w in windows) { min_data_size <- 2 * w + 1 max_data_size <- 10000 data_sizes <- sample(seq(min_data_size, max_data_size), ssize) message("Window: ", w) message("Sizes: ", data_sizes) for (ds in data_sizes) { message("Window: ", w) message("Size: ", ds) data1 <- mp_fluss_data$tilt_abp$data[1:ds] # 40000 data2 <- mp_fluss_data$walkjogrun$data[1:ds] # 10000 data3 <- mp_meat_data$sub$data[1:ds] # 107520 with RW data4 <- mp_test_data$train$data[1:ds] # 215010 stamp_test_1 <- stamp_par(data1, window_size = w, n_workers = 4) stamp_test_2 <- stamp_par(data2, window_size = w, n_workers = 4) stamp_test_3 <- stamp_par(data3, window_size = w, n_workers = 4) stamp_test_4 <- stamp_par(data4, window_size = w, n_workers = 4) stomp_test_1 <- stomp_par(data1, window_size = w, n_workers = 4) stomp_test_2 <- stomp_par(data2, window_size = w, n_workers = 4) stomp_test_3 <- stomp_par(data3, window_size = w, n_workers = 4) stomp_test_4 <- stomp_par(data4, window_size = w, n_workers = 4) scrimp_test_1 <- scrimp(data1, window_size = w) scrimp_test_2 <- scrimp(data2, window_size = w) scrimp_test_3 <- scrimp(data3, window_size = w) scrimp_test_4 <- scrimp(data4, window_size = w) label <- paste("Window", w, "data size", ds) test_that(label, { expect_true(all.equal(stamp_test_1$mp, stomp_test_1$mp, tolerance = 0.01), info = paste("stamp, stomp, 1", label)) expect_true(all.equal(stamp_test_2$mp, stomp_test_2$mp, tolerance = 0.01), info = paste("stamp, stomp, 2", label)) expect_true(all.equal(stamp_test_3$mp, stomp_test_3$mp, tolerance = 0.01), info = paste("stamp, stomp, 3", label)) expect_true(all.equal(stamp_test_4$mp, stomp_test_4$mp, tolerance = 0.01), info = paste("stamp, stomp, 4", label)) expect_true(all.equal(stamp_test_1$mp, scrimp_test_1$mp, tolerance = 0.01), info = paste("stamp, scrimp, 1", label)) expect_true(all.equal(stamp_test_2$mp, scrimp_test_2$mp, tolerance = 0.01), info = paste("stamp, scrimp, 2", label)) expect_true(all.equal(stamp_test_3$mp, scrimp_test_3$mp, tolerance = 0.01), info = paste("stamp, scrimp, 3", label)) expect_true(all.equal(stamp_test_4$mp, scrimp_test_4$mp, tolerance = 0.01), info = paste("stamp, scrimp, 4", label)) expect_true(all.equal(stomp_test_1$mp, scrimp_test_1$mp, tolerance = 0.01), info = paste("stomp, scrimp, 1", label)) expect_true(all.equal(stomp_test_2$mp, scrimp_test_2$mp, tolerance = 0.01), info = paste("stomp, scrimp, 2", label)) expect_true(all.equal(stomp_test_3$mp, scrimp_test_3$mp, tolerance = 0.01), info = paste("stomp, scrimp, 3", label)) expect_true(all.equal(stomp_test_4$mp, scrimp_test_4$mp, tolerance = 0.01), info = paste("stomp, scrimp, 4", label)) }) } } }