tests/testthat/test-fCover.R

In bleutner/RStoolbox: Remote Sensing Data Analysis

context("fCover")

set.seed(42)
suppressPackageStartupMessages(library(terra))

lc	  <- unsuperClass(lsat, nSamples = 50, nClass=3)$map
modis <- aggregate(lsat, 9)

for(cl in 1:2) {
    if (!identical(Sys.getenv("NOT_CRAN"), "true") && cl == 2) next

	test_that(sprintf("works for %s classes(s)",cl), {
		expect_is(fc <- fCover(
						classImage = lc ,
						predImage = modis,
						classes=1:cl,
						model="lm",
						trControl = trainControl(method = "cv", number = 2),
						nSample = 30,
						tuneLength=1
				), c("fCover", "RStoolbox"))
		expect_equal(nlyr(fc$map), cl)
	})

}

test_that("errors and warnings are thrown",{
expect_error(fCover(
		classImage = lc ,
		predImage = modis,
		classes = 4,
		model="rf",
		nSample = 50,
		tuneLength=1
),"One or more classes are not represented in the sampled pixels")
})