test_that("fm_pixels sp vs sf", { skip_on_cran() local_bru_safe_inla() skip_if_not_installed("sn") mesh <- fm_mesh_2d_inla(cbind(0, 0), offset = 10, max.edge = 1, crs = fm_CRS("longlat_globe") ) mydata <- sp::SpatialPointsDataFrame( mesh$loc, data = data.frame(y = rnorm(mesh$n) + 10), proj4string = fm_CRS("longlat_globe") ) fit <- bru( ~ 0 + Intercept(1) + field( sp::coordinates, model = INLA::inla.spde2.pcmatern( mesh, prior.range = c(1, 0.01), prior.sigma = c(1, 0.01) ) ), like( y ~ ., family = "gaussian", data = mydata ) ) system.time({ set.seed(1234L) surface1 <- fm_pixels(mesh, dims = c(5, 5), mask = TRUE, format = "sp") density1 <- predict(fit, surface1, ~ exp(field_eval(sp::coordinates(.data.)) + Intercept), n.samples = 10, seed = 12345L ) }) system.time({ set.seed(1234L) surface2 <- fm_pixels(mesh, dims = c(5, 5), mask = TRUE, format = "sf") density2 <- predict(fit, surface2, ~ exp(field_eval(geometry) + Intercept), n.samples = 10, seed = 12345L ) }) expect_equal( density1$mean, density2$mean ) })