test_that("Kolmogorov-Smirnov distance", { ks0 <- data.frame(x = 1:100, y = 1:100) ks1 <- data.frame(x = 1:100, y = 101:200) ks0.5 <- data.frame(x = 1:100, y = 51:150) expect_equal( ks_distance(data = ks0, truth = x, estimate = y)$.estimate, 0 ) expect_equal( ks_distance(data = ks1, truth = x, estimate = y)$.estimate, 1 ) expect_equal( ks_distance(data = ks0.5, truth = x, estimate = y)$.estimate, 0.5 ) }) test_that("KS distance NA handling", { ks_NA <- data.frame(x = 1:100, y = 1:100) ks_NA[3:100, "x"] <- NA expect_true( is.na( ks_distance( data = ks_NA, truth = x, estimate = y, na_rm = FALSE )$.estimate ) ) expect_true( ks_distance( data = ks_NA, truth = x, estimate = y, na_rm = TRUE )$.estimate == 0 ) })