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Bughorizon #76

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Jun 22, 2020
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3 changes: 2 additions & 1 deletion R/predict.R
Original file line number Diff line number Diff line change
Expand Up @@ -78,7 +78,8 @@ predict_cases <- function(cases = NULL,

## If horizon is supplied limit the rts to this date
if (!is.null(horizon)) {
rts <- rts[date <= (forecast_date + lubridate::days(horizon))]
max_days <- lubridate::days(horizon)
rts <- rts[date <= (forecast_date + max_days)]
}

## If no sampler given assume poisson
Expand Down
51 changes: 38 additions & 13 deletions tests/testthat/test_forecast_cases.R
Original file line number Diff line number Diff line change
Expand Up @@ -29,13 +29,13 @@ test_that("forecast_cases() output is of expected format", {
expect_s3_class(out, c("tbl_df", "tbl", "data.frame"))
expect_named(out, c("sample", "date", "cases", "horizon"))
expect_equal(nrow(forecast), nrow(out))

# FIXME : recommended to preserve original order
forecast <- forecast[ order(forecast$sample, forecast$date) ,]
expect_equal(forecast$sample, out$sample)
expect_equal(forecast$date, out$date)
expect_equal(forecast$horizon, out$horizon)

# FIXME : recommended to preserve column classes (sample casted from integer to numeric)
})

Expand All @@ -45,31 +45,31 @@ test_that("forecast_cases() handles missing arguments as expected", {
forecast_cases(),
"is missing"
)
# FIXME : recommended to print a more explicit message

# FIXME : recommended to print a more explicit message
expect_error(
forecast_cases(
fit_samples = forecast,
serial_interval = EpiSoon::example_serial_interval
)
)
# FIXME : recommended to print a more explicit message

# FIXME : recommended to print a more explicit message
expect_error(
forecast_cases(
cases = EpiSoon::example_obs_cases,
serial_interval = EpiSoon::example_serial_interval
)
)
# FIXME : recommended to print a more explicit message

# FIXME : recommended to print a more explicit message
expect_error(
forecast_cases(
cases = EpiSoon::example_obs_cases,
fit_samples = forecast
)
)

expect_identical(
{
set.seed(42)
Expand All @@ -88,7 +88,7 @@ test_that("forecast_cases() handles missing arguments as expected", {
)
}
)

expect_identical(
{
set.seed(42)
Expand All @@ -107,7 +107,7 @@ test_that("forecast_cases() handles missing arguments as expected", {
)
}
)

expect_identical(
{
set.seed(42)
Expand All @@ -129,8 +129,6 @@ test_that("forecast_cases() handles missing arguments as expected", {

})

# FIXME : 'horizon' appears to have no effect <https://github.com/epiforecasts/EpiSoon/issues/42>

test_that("forecast_cases() can handle custom sampling functions", {

expect <- function(FUN) {
Expand All @@ -150,3 +148,30 @@ test_that("forecast_cases() can handle custom sampling functions", {

})

test_that("forecast_cases() properly uses 'horizon'", {
set.seed(42)
predictions_h5 <- forecast_cases(
EpiSoon::example_obs_cases,
fit_samples = forecast,
serial_interval = EpiSoon::example_serial_interval,
horizon = 5
)
expect_equal(max(predictions_h5$horizon), 5)

set.seed(42)
predictions_default <- forecast_cases(
EpiSoon::example_obs_cases,
fit_samples = forecast,
serial_interval = EpiSoon::example_serial_interval
)

set.seed(42)
predictions_h10 <- forecast_cases(
EpiSoon::example_obs_cases,
fit_samples = forecast,
serial_interval = EpiSoon::example_serial_interval,
horizon = 10
)

expect_identical(predictions_h10, predictions_default)
})
23 changes: 23 additions & 0 deletions tests/testthat/test_predict_cases.R
Original file line number Diff line number Diff line change
Expand Up @@ -17,6 +17,7 @@ forecast <- forecast_rt(EpiSoon::example_obs_rts[1:10, ], model = function(...){
}, ...)
}, horizon = 7, samples = 1)

set.seed(10)
predictedCases <- predict_cases(
cases = EpiSoon::example_obs_cases,
rts = forecast,
Expand All @@ -39,3 +40,25 @@ test_that("The expected Rt sample forecasts predict cases are obtained", {
# expect_equal(predictedCases$date, expectedTable$date)
# expect_gte(cor(predictedCases$cases, expectedTable$cases), .9)
})


test_that("Argument 'horizon' is properly handled", {
predictedCases_h5 <- predict_cases(
cases = EpiSoon::example_obs_cases,
rts = forecast,
forecast_date = as.Date("2020-03-10"),
serial_interval = EpiSoon::example_serial_interval,
horizon = 5
)
expect_equal(nrow(predictedCases_h5), 5)

set.seed(10)
predictedCases_h10 <- predict_cases(
cases = EpiSoon::example_obs_cases,
rts = forecast,
forecast_date = as.Date("2020-03-10"),
serial_interval = EpiSoon::example_serial_interval,
horizon = 10
)
expect_identical(predictedCases, predictedCases_h10)
})