# Test for delay density passed to cfr_*() test_that("CFR functions work with delay_density as lambda", { # Checks pass and cfr_static function works ddens <- function(x) stats::dgamma(x, 5, 1) expect_no_condition( cfr_static(ebola1976, delay_density = ddens) ) expect_no_condition( cfr_rolling(ebola1976, delay_density = ddens) ) expect_no_condition( cfr_time_varying(ebola1976, delay_density = ddens) ) expect_no_condition( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ) ) }) test_that("CFR functions work with delay_density as ", { # guarding against CRAN noSuggests checks skip_if_not_installed("distcrete") # Checks pass and cfr_static function works with disctcrete ddens <- distcrete::distcrete("gamma", 1, shape = 2.4, scale = 3.33)$d expect_no_condition( cfr_static(ebola1976, delay_density = ddens) ) expect_no_condition( cfr_rolling(ebola1976, delay_density = ddens) ) expect_no_condition( cfr_time_varying(ebola1976, delay_density = ddens) ) expect_no_condition( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ) ) }) # Test error cases msg <- "(`delay_density` must be)*(function)*(evaluating distribution density)" test_that("Input checking on delay_density works", { # Checks fail on badly specified delay_density fns # Function returns NULL ddens <- function(x) NULL expect_error( cfr_static(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_rolling(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_time_varying(ebola1976, delay_density = ddens), regexp = msg ) expect_error( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ), regexp = msg ) # Function returns non-numeric # NOTE the use of seq_along - there are no checks that the fn # is statistically correct or a valid density function ddens <- function(x) as.character(seq_along(x)) expect_error( cfr_static(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_rolling(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_time_varying(ebola1976, delay_density = ddens), regexp = msg ) expect_error( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ), regexp = msg ) # Function returns Inf ddens <- function(x) rep(Inf, times = length(x)) expect_error( cfr_static(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_rolling(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_time_varying(ebola1976, delay_density = ddens), regexp = msg ) expect_error( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ), regexp = msg ) # Function returns negative values # NOTE the use of seq_along - there are no checks that the fn # is statistically correct or a valid density function ddens <- function(x) -seq_along(x) expect_error( cfr_static(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_rolling(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_time_varying(ebola1976, delay_density = ddens), regexp = msg ) expect_error( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ), regexp = msg ) # Function returns NAs # NOTE the use of seq_along - there are no checks that the fn # is statistically correct or a valid density function ddens <- function(x) { y <- seq_along(x) y[1] <- NA_real_ } expect_error( cfr_static(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_rolling(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_time_varying(ebola1976, delay_density = ddens), regexp = msg ) expect_error( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ), regexp = msg ) # Function returns wrong length # NOTE the use of seq_along - there are no checks that the fn # is statistically correct or a valid density function ddens <- function(x) { head(seq_along(x)) } expect_error( cfr_static(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_rolling(ebola1976, delay_density = ddens), regexp = msg ) expect_error( cfr_time_varying(ebola1976, delay_density = ddens), regexp = msg ) expect_error( estimate_ascertainment( ebola1976, delay_density = ddens, severity_baseline = 0.7 ), regexp = msg ) }) #### Checks on test_fn_req_args() #### test_that("Functions to test delay density work", { # Test function to check number of required arguments expect_true( test_fn_req_args( function(x) dgamma(x, 5, 1) ) ) expect_false( test_fn_req_args( dgamma ) ) expect_false( test_fn_req_args( function(x, y, ...) dgamma(x, 5, 1, ...) + y ) ) expect_true( test_fn_req_args( dgamma, 2 ) ) # expect TRUE when an appropriate primitive is passed # NOTE: Passes as this primitive has one arg expect_true( test_fn_req_args(is.list) ) expect_false( test_fn_req_args(`+`) ) # distcrete ddens <- distcrete::distcrete("gamma", 1, shape = 5, scale = 1)$d expect_true( test_fn_req_args( ddens ) ) # functions with ellipsis expect_true( test_fn_req_args( function(x, ...) dgamma(x, 5, 1, ...) ) ) # Test function to check for numeric output expect_true( test_fn_num_out( function(x) dgamma(x, 5, 1) ) ) expect_true( test_fn_num_out( ddens ) ) expect_false( test_fn_num_out( function(x, ...) as.character(dgamma(x, 5, 1, ...)) ) ) })