context("group-by operations") suppressPackageStartupMessages(library(sf)) suppressPackageStartupMessages(library(raster)) p1 <- rbind(c(-180,-20), c(-140,55), c(10, 0), c(-140,-60), c(-180,-20)) hole <- rbind(c(-150,-20), c(-100,-10), c(-110,20), c(-150,-20)) p1 <- list(p1, hole) p2 <- list(rbind(c(-10,0), c(140,60), c(160,0), c(140,-55), c(-10,0))) p3 <- list(rbind(c(-125,0), c(0,60), c(40,5), c(15,-45), c(-125,0))) pols <- st_sf(value = c(1,2,3), by_1 = c("a", "a", "b"), by_2 = c(1, 1, 2), by_3 = factor(c("a", "a", "b")), geometry = st_sfc(lapply(list(p1, p2, p3), st_polygon)), stringsAsFactors = FALSE) r1 <- raster(pols, res=1) test_that("'by' argument works", { expect_error( rb <-fasterize(pols, r1, field="value", fun="sum", by ="by_1"), NA) expect_equal(names(rb), unique(pols$by_1)) expect_equal(ncol(rb@data@values), length(unique(pols$by_1))) }) test_that("'by' layers are equivalent to layers generated separately", { rba <- fasterize(pols, r1, field="value", fun="sum", by ="value") for(i in 1:nrow(pols)) { expect_equal(as.raster(rba[[i]]), as.raster(fasterize(pols[i,], r1, field="value", fun="sum"))) } }) test_that("'by' can handle non-character fields", { expect_error( rb_n <- fasterize(pols, r1, field="value", fun="sum", by ="by_2"), NA) expect_error( rb_f <- fasterize(pols, r1, field="value", fun="sum", by ="by_3"), NA) expect_equal(rb_n@data@names, unique(as.character(pols$by_2))) expect_equal(names(rb_f), unique(as.character(pols$by_3))) }) test_that("non-NA background values allowed with by", { r <- raster(pols, res = 1) bg <- 20 expect_error( f0 <- fasterize(pols, r, field = "value", fun="last", background = bg, by = "by_1"), NA) expect_equal(unname(f0[[1]][1,1]), bg) expect_equal(f0@data@max, max(bg, max(pols$value))) expect_equal(f0@data@min, min(bg, min(pols$value))) })