context("Test ts2clm3.R") test_that("ts2clm3() returns the correct output", { res <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31")) expect_s3_class(res, "data.table") expect_equal(ncol(res), 4) expect_equal(nrow(res), 14975) }) test_that("all starting error checks flag correctly", { expect_error(ts2clm3(sst_WA)) # Specific error not supplied as R sees them as different some how... expect_error(ts2clm3(sst_WA, climatologyPeriod = "1983-01-01"), "Bummer! Please provide BOTH start and end dates for the climatology period.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), maxPadLength = "2"), "Please ensure that 'maxPadLength' is either FALSE or a numeric/integer value.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), maxPadLength = TRUE), "Please ensure that 'maxPadLength' is either FALSE or a numeric/integer value.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), pctile = "90"), "Please ensure that 'pctile' is a numeric/integer value.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), windowHalfWidth = "5"), "Please ensure that 'windowHalfWidth' is a numeric/integer value.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), smoothPercentile = "FALSE"), "Please ensure that 'smoothPercentile' is either TRUE or FALSE.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), smoothPercentileWidth = "31"), "Please ensure that 'smoothPercentileWidth' is a numeric/integer value.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), clmOnly = "FALSE"), "Please ensure that 'clmOnly' is either TRUE or FALSE.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), roundClm = "2"), "Please ensure that 'roundClm' is either a numeric value or FALSE.") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), roundClm = TRUE), "Please ensure that 'roundClm' is either a numeric value or FALSE.") sst_WA_dummy1 <- sst_WA sst_WA_dummy1$t <- as.POSIXct(sst_WA_dummy1$t) expect_error(ts2clm3(sst_WA_dummy1, climatologyPeriod = c("1983-01-01", "2012-12-31")), "Please ensure your date values are type 'Date'. This may be done with 'as.Date()") sst_WA_dummy2 <- sst_WA sst_WA_dummy2$temp <- as.character(sst_WA_dummy2$temp) expect_error(ts2clm3(sst_WA_dummy2, climatologyPeriod = c("1983-01-01", "2012-12-31")), "Please ensure the temperature values you are providing are type 'num' for numeric.") }) test_that("the start/end dates must not be before/after the clim limits", { expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1973-01-01", "2012-12-31")), "The specified start date precedes the first day of series, which is 1982-01-01") expect_error(ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2023-12-31")), "The specified end date follows the last day of series, which is 2022-12-31") }) test_that("smooth_percentile = FALSE prevents smoothing", { res_smooth <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31")) res_chunky <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), smoothPercentile = FALSE) expect_lt(var(res_smooth$seas), var(res_chunky$seas)) }) test_that("clmOnly = TRUE returns only the clim data", { res <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), clmOnly = TRUE) expect_s3_class(res, "data.table") expect_equal(ncol(res), 3) expect_equal(nrow(res), 366) }) test_that("climatologyPeriod less than three years is rejected", { expect_error(ts2clm3(sst_WA, climatologyPeriod = c("2011-01-01", "2012-12-31")), "The climatologyPeriod must be at least three years to calculate thresholds") }) test_that("maxPadLength behaves as expected", { sst_Med_NA <- sst_Med[c(1:20,22:12000),] res1 <- ts2clm3(data = sst_Med_NA, climatologyPeriod = c("1983-01-01", "2012-12-31"), maxPadLength = 2) res2 <- ts2clm3(data = sst_Med_NA, climatologyPeriod = c("1983-01-01", "2012-12-31"), maxPadLength = 0) res3 <- ts2clm3(data = sst_Med_NA, climatologyPeriod = c("1983-01-01", "2012-12-31"), maxPadLength = -1) res4 <- ts2clm3(data = sst_Med_NA, climatologyPeriod = c("1983-01-01", "2012-12-31"), maxPadLength = 15000) expect_equal(nrow(res1), 12000); expect_equal(nrow(res2), 12000) expect_equal(nrow(res3), 12000); expect_equal(nrow(res4), 12000) expect_equal(round(res1$temp[21], 2), 13.57); expect_equal(round(res4$temp[21], 2), 13.57) expect_equal(res2$temp[21], as.numeric(NA)); expect_equal(res3$temp[21], as.numeric(NA)) }) test_that("contiguous missing data causes clim_calc() to be used", { sst_WA_cont <- sst_WA sst_WA_cont$month <- as.numeric(format(sst_WA_cont$t, "%m")) sst_WA_cont <- sst_WA_cont[sst_WA_cont$month != 1,] sst_WA_cont$month <- NULL res <- ts2clm3(sst_WA_cont, climatologyPeriod = c("1983-01-01", "2012-12-31")) expect_s3_class(res, "data.table") expect_equal(ncol(res), 4) expect_equal(nrow(res), 14944) }) test_that("var argument functions correctly", { res <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), var = TRUE) expect_s3_class(res, "data.table") expect_equal(ncol(res), 5) expect_equal(nrow(res), 14975) }) test_that("roundClm argument functions correctly", { res <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), roundClm = 4) expect_equal(res$seas[1], 21.6080) res <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), roundClm = 0) expect_equal(res$seas[1], 22) res <- ts2clm3(sst_WA, climatologyPeriod = c("1983-01-01", "2012-12-31"), roundClm = F) expect_gt(res$seas[1], 21.60802) }) test_that("Useful error is returned when incorrect column names exist", { ts <- sst_WA colnames(ts) <- c("banana", "temp") expect_error(ts2clm3(ts, climatologyPeriod = c("1983-01-01", "2012-12-31")), "Please ensure that a column named 't' is present in your data.table or that you have assigned a column to the 'x' argument.") colnames(ts) <- c("t", "banana") expect_error(ts2clm3(ts, climatologyPeriod = c("1983-01-01", "2012-12-31")), "Please ensure that a column named 'temp' is present in your data.table or that you have assigned a column to the 'y' argument.") }) test_that("additional columns in base data should be passed through the funciton", { ts_WA <- sst_WA ts_WA$site <- "WA"; ts_WA$lon <- 112.625; ts_WA$lat <- -29.375 ts_WA <- ts_WA[,c(3, 4, 5, 1, 2)] res <- ts2clm3(ts_WA, climatologyPeriod = c("1983-01-01", "2012-12-31")) expect_s3_class(res, "data.table") expect_equal(ncol(res), 7) expect_equal(nrow(res), 14975) })