cases <- data.table::copy(example_confirmed) cases[, confirm := frollsum(confirm, 7)] cases <- cases[seq(7, nrow(cases), 7)] cases[2, confirm := NA] test_that("fill_missing works with NA and missing cases", { filled <- fill_missing( cases, missing_dates = "accumulate", initial_accumulate = 7 ) expect_equal(nrow(filled), nrow(cases) * 7) expect_true(all(filled[!is.na(confirm), accumulate] == FALSE)) expect_equal(filled[1:7, accumulate], c(rep(TRUE, 6), FALSE)) }) test_that("fill_missing works with by columns", { complete <- CJ( date = cases$date, country = c("A", "B"), obs = c("Cases", "Deaths") ) more_cases <- merge(cases, complete, by = "date") filled <- fill_missing( more_cases, missing_obs = "accumulate", initial_accumulate = 7, by = c("country", "obs") ) expect_equal(nrow(filled), nrow(more_cases) * 7) expect_true(all(filled[!is.na(confirm), accumulate] == FALSE)) }) test_that("fill_missing warns about initial data points", { expect_message( fill_missing(cases, missing_dates = "accumulate"), "Detected fixed accumulation frequency" ) shifted <- copy(cases) shifted[1, date := date + 1] expect_warning( fill_missing(shifted, missing_dates = "accumulate"), "Initial data point not marked as accumulated" ) }) test_that("add_horizon works", { expect_equal(nrow(add_horizon(cases, horizon = 7L)), nrow(cases) + 7L) }) test_that("add_horizon identifies gaps correctly", { filled <- fill_missing( cases, missing_dates = "accumulate", initial_accumulate = 7 ) expect_message( result <- add_horizon(filled, horizon = 7), "Forecasts accumulated every 7 days" ) result <- add_horizon(filled, horizon = 7, accumulate = 7) expect_true(all(result[seq(.N - 6, .N - 1), accumulate])) expect_false(result[.N, accumulate]) }) test_that("add_horizon doesn't try to identify non-equally spaced gaps", { reported_irregular <- example_confirmed[c(seq(1, 43, by = 7), 45)] filled <- suppressWarnings( fill_missing(reported_irregular, missing_dates = "accumulate") ) result <- add_horizon(filled, horizon = 7) expect_false(any(result[seq(.N - 6, .N), accumulate])) })