if (!testthat:::on_cran()) { context("Testing SiMPle Fast") library(tsmp) w <- 30 data <- mp_toy_data$data[1:250, ] # 3 dimensions matrix query <- mp_toy_data$data[251:500, ] # 3 dimensions matrix test_that("Errors", { # big window size expect_error(tsmp(data, window_size = 500, mode = "simple"), "too short relative") # short window size expect_error(simple_fast(data, window_size = 2), "must be at least 4") # invalid window expect_error(simple_fast(data, window_size = data), "window_size") # data and query dim must be the same expect_error(simple_fast(data, data[, 1], window_size = w), "Data and query dimensions") expect_error(simple_fast(data[, 1], data, window_size = w), "Data and query dimensions") # Unknown type expect_error(simple_fast(table(data), window_size = w), "Unknown type of data") expect_error(simple_fast(data, table(data), window_size = w), "Unknown type of query") }) test_that("Messages", { expect_message(simple_fast(data, window_size = w, verbose = 1), "Finished") expect_warning(tsmp(data, data, data, window_size = w, verbose = 0, mode = "simple"), "Only the first two") }) if (!testthat:::on_cran()) { result_self <- simple_fast(list(data[, 1], data[, 2], data[, 3]), window_size = w, verbose = 2) result_join <- simple_fast(as.data.frame(t(data)), as.data.frame(t(query)), window_size = w, verbose = 2) } else { result_self <- simple_fast(data, window_size = w, verbose = 0) result_join <- simple_fast(data, query, window_size = w, verbose = 0) } test_that("SiMPle Results", { expect_equal(round(sum(result_self$mp), 3), 419.509) expect_equal(round(sd(result_self$mp), 3), 0.841) expect_equal(sum(result_self$pi), 23878) expect_equal(round(sd(result_self$pi), 3), 64.977) expect_equal(round(sum(result_join$mp), 3), 908.248) expect_equal(round(sd(result_join$mp), 3), 2.263) expect_equal(sum(result_join$pi), 24981) expect_equal(round(sd(result_join$pi), 3), 61.021) }) }