From caedd135bfd025644be5c1d0cfd4b0b32e1178d0 Mon Sep 17 00:00:00 2001 From: Insang Song Date: Mon, 19 Aug 2024 13:53:18 -0400 Subject: [PATCH 1/3] test update - will continue to update tests --- .github/workflows/test-coverage-local.yaml | 7 ---- tests/testthat/test-check.R | 42 +++++++++++++++++++++- 2 files changed, 41 insertions(+), 8 deletions(-) diff --git a/.github/workflows/test-coverage-local.yaml b/.github/workflows/test-coverage-local.yaml index b71cb0a..2649e14 100644 --- a/.github/workflows/test-coverage-local.yaml +++ b/.github/workflows/test-coverage-local.yaml @@ -94,10 +94,3 @@ jobs: uses: actions/checkout@v4 with: ref: ${{ github.ref }} - - # - name: Upload artifacts - # if: always() - # uses: actions/upload-artifact@v4 - # with: - # name: test-outputs - # path: ${{ github.workspace }}/** \ No newline at end of file diff --git a/tests/testthat/test-check.R b/tests/testthat/test-check.R index 6a0d476..32822f5 100644 --- a/tests/testthat/test-check.R +++ b/tests/testthat/test-check.R @@ -290,9 +290,27 @@ testthat::test_that(".intersect_extent returns the intersection extent", { input_terra <- terra::vect(input_sf) extent_terra <- terra::ext(input_terra) + ie_trtr <- chopin:::.intersect_extent(input_terra, "terra") + ie_trsf <- chopin:::.intersect_extent(input_terra, "sf") + + testthat::expect_s4_class(ie_trtr, "SpatExtent") + testthat::expect_true(class(ie_trsf)[1] == "bbox") + + input_num <- c(-0.5, 1, -0.5, 1) + testthat::expect_error( + chopin:::.intersect_extent(input_num, "land") + ) + testthat::expect_no_error( - chopin:::.intersect_extent(input_terra, "terra") + ie_sf <- chopin:::.intersect_extent(input_num, "sf") ) + testthat::expect_true(inherits(ie_sf, "sfc")) + testthat::expect_no_error( + ie_tr <- chopin:::.intersect_extent(input_num, "terra") + ) + testthat::expect_s4_class(ie_tr, "SpatExtent") + + }) @@ -542,3 +560,25 @@ testthat::test_that(".check_vector -- SpatVector-SpatExtent", { testthat::expect_s3_class(nct10, "sf") }) + + +testthat::test_that(".check_vector -- character and sf", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + ncfile <- system.file(package = "sf", "shape/nc.shp") + nct <- terra::vect(ncfile) + + nctex <- terra::as.polygons(terra::ext(nct)) + nctex <- terra::set.crs(nctex, terra::crs(nct)) + nctex <- sf::st_as_sf(nctex) + + cv_chsfsf <- + chopin:::.check_vector(ncfile, extent = nctex, out_class = "sf") + cv_chsftr <- + chopin:::.check_vector(ncfile, extent = nctex, out_class = "terra") + + testthat::expect_s3_class(cv_chsfsf, "sf") + testthat::expect_s4_class(cv_chsftr, "SpatVector") +}) From acebbc63dda057fdedb1d3fece203ef6025a4183 Mon Sep 17 00:00:00 2001 From: Insang Song Date: Thu, 22 Aug 2024 10:53:43 -0400 Subject: [PATCH 2/3] test update - TODO: S4 class review -- nonsensical arguments (i.e., "ANY", "NULL") --- R/check.R | 124 ++++---- R/zzz.R | 4 +- man/extract_at.Rd | 6 +- tests/testthat/test-check.R | 542 ++++++++++++++++++++++++++++++++- tests/testthat/test-gridding.R | 53 +++- 5 files changed, 653 insertions(+), 76 deletions(-) diff --git a/R/check.R b/R/check.R index 743dc8f..d95d4a6 100644 --- a/R/check.R +++ b/R/check.R @@ -525,6 +525,15 @@ setMethod( } +#' Check package name for outcome class definition +#' @keywords internal +#' @noRd +.check_pkgname <- function(out) { + if (!out %in% c("sf", "terra")) { + cli::cli_abort(c("out_class should be one of sf or terra.")) + } +} + ## .check_vector #### @@ -584,9 +593,7 @@ setMethod( signature(input = "character", input_id = "ANY", extent = "NULL", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) cli::cli_inform( c("i" = @@ -622,9 +629,7 @@ setMethod( signature(input = "character", input_id = "ANY", extent = "numeric", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) cli::cli_inform( c("i" = @@ -659,9 +664,7 @@ setMethod( signature(input = "character", input_id = "ANY", extent = "sf", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.\n")) - } + .check_pkgname(out = out_class) cli::cli_inform( c("i" = @@ -696,9 +699,7 @@ setMethod( signature(input = "character", input_id = "ANY", extent = "SpatVector", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) cli::cli_inform( c("i" = @@ -734,9 +735,7 @@ setMethod( signature(input = "character", input_id = "ANY", extent = "SpatExtent", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) cli::cli_inform( c("i" = @@ -770,9 +769,7 @@ setMethod( signature(input = "sf", input_id = "ANY", extent = "NULL", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) input <- .check_id(input, input_id) if (out_class == "terra") { @@ -805,12 +802,12 @@ setMethod( signature(input = "sf", input_id = "ANY", extent = "numeric", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) if (out_class == "terra") { + input <- terra::vect(input) extent <- terra::ext(extent) input <- input[extent, ] } @@ -836,9 +833,8 @@ setMethod( signature(input = "sf", input_id = "ANY", extent = "SpatExtent", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) if (out_class == "sf") { @@ -865,9 +861,8 @@ setMethod( signature(input = "sf", input_id = "ANY", extent = "sf", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) if (!terra::same.crs(terra::crs(input), terra::crs(extent))) { @@ -892,17 +887,16 @@ setMethod( signature(input = "sf", input_id = "ANY", extent = "SpatVector", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) - if (!is.null(extent)) { - if (!terra::same.crs(terra::crs(input), terra::crs(extent))) { - extent <- reproject_std(extent, terra::crs(input)) - } - input <- input[extent, ] + if (!terra::same.crs(terra::crs(input), terra::crs(extent))) { + extent <- reproject_std(extent, terra::crs(input)) } + extent <- sf::st_as_sf(extent) + input <- input[extent, ] + if (out_class == "terra") { input <- terra::vect(input) } @@ -920,9 +914,8 @@ setMethod( signature(input = "SpatVector", input_id = "ANY", extent = "SpatExtent", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) input <- input[extent, ] @@ -943,9 +936,8 @@ setMethod( signature(input = "SpatVector", input_id = "ANY", extent = "ANY", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) if (out_class == "sf") { @@ -965,9 +957,8 @@ setMethod( signature(input = "SpatVector", input_id = "ANY", extent = "NULL", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) if (out_class == "sf") { @@ -987,9 +978,7 @@ setMethod( signature(input = "SpatVector", input_id = "NULL", extent = "NULL", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) - } + .check_pkgname(out = out_class) if (out_class == "sf") { input <- dep_switch(input) @@ -1008,17 +997,42 @@ setMethod( signature(input = "SpatVector", input_id = "ANY", extent = "SpatVector", out_class = "character"), function(input, input_id, extent, out_class, ...) { - if (!out_class %in% c("sf", "terra")) { - cli::cli_abort(c("out_class should be one of sf or terra.")) + .check_pkgname(out = out_class) + + input <- .check_id(input, input_id) + + if (!terra::same.crs(terra::crs(input), terra::crs(extent))) { + extent <- reproject_std(extent, terra::crs(input)) } + input <- input[extent, ] + + if (out_class == "sf") { + input <- dep_switch(input) + } + return(input) + } +) + + +#' @keywords internal +#' @name .check_vector +#' @rdname .check_vector +#' @noRd +setMethod( + ".check_vector", + signature(input = "SpatVector", input_id = "ANY", + extent = "sf", out_class = "character"), + function(input, input_id, extent, out_class, ...) { + .check_pkgname(out = out_class) + input <- .check_id(input, input_id) - if (!is.null(extent)) { - if (!terra::same.crs(terra::crs(input), terra::crs(extent))) { - extent <- reproject_std(extent, terra::crs(input)) - } - input <- input[extent, ] + if (!terra::same.crs(terra::crs(input), terra::crs(extent))) { + extent <- reproject_std(extent, terra::crs(input)) } + extent <- terra::vect(extent) + input <- input[extent, ] + if (out_class == "sf") { input <- dep_switch(input) } @@ -1141,7 +1155,7 @@ setMethod( where = getNamespace(x) )[[1]] ), - error = function(e){ + error = function(e) { "error" } ) diff --git a/R/zzz.R b/R/zzz.R index f181da3..3cc3dfb 100644 --- a/R/zzz.R +++ b/R/zzz.R @@ -1,7 +1,9 @@ +# nocov start #' @importFrom utils packageVersion #' @noRd .onAttach <- function(libname, pkgname) { if (interactive()) { packageStartupMessage(pkgname, " ", packageVersion(pkgname)) } -} \ No newline at end of file +} +# nocov end diff --git a/man/extract_at.Rd b/man/extract_at.Rd index 5843eb7..8a3825f 100644 --- a/man/extract_at.Rd +++ b/man/extract_at.Rd @@ -97,12 +97,12 @@ extract_at(x, y, ...) y = NULL, id = NULL, func = "mean", - extent, - radius, + extent = NULL, + radius = NULL, out_class = "sf", kernel = NULL, kernel_func = stats::weighted.mean, - bandwidth, + bandwidth = NULL, max_cells = 3e+07, .standalone = TRUE, ... diff --git a/tests/testthat/test-check.R b/tests/testthat/test-check.R index 32822f5..f522e56 100644 --- a/tests/testthat/test-check.R +++ b/tests/testthat/test-check.R @@ -161,9 +161,9 @@ testthat::test_that(".check_id throws error with nonexistent id", { # .check_vector tests #### -testthat::test_that(".check_vector with sf", { - # testthat::skip_on_ci() - # testthat::skip_on_covr() +# input = sf #### +testthat::test_that(".check_vector with sf-NULL", { + input_char <- system.file("gpkg/nc.gpkg", package = "sf") input_sf <- sf::st_read(input_char) checked_sf <- @@ -173,27 +173,310 @@ testthat::test_that(".check_vector with sf", { ) testthat::expect_equal(chopin:::dep_check(checked_sf), "sf") + checked_terra <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = NULL, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_terra), "terra") + + testthat::expect_error(chopin:::.check_vector( + input = input_sf, + input_id = "FIPS", + extent = NULL, + out_class = "land" + )) }) +# input = sf #### +testthat::test_that(".check_vector with sf-numeric", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + input_sf <- sf::st_read(input_char) + num_ext <- c(-88, -80, 33, 36) + num_ext_bbox <- sf::st_as_sfc(sf::st_bbox(terra::ext(num_ext))) + num_ext_bbox <- sf::st_set_crs(num_ext_bbox, sf::st_crs(input_sf)) + input_sf_sub <- input_sf[num_ext_bbox, ] + + checked_sf <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = num_ext, out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_sf), "sf") + testthat::expect_true(nrow(input_sf_sub) == nrow(checked_sf)) + + checked_terra <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = num_ext, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_terra), "terra") + + testthat::expect_error( + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = num_ext, out_class = "land" + ) + + ) +}) + + +testthat::test_that(".check_vector with sf-SpatVector", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) -testthat::test_that(".check_vector with terra", { - # testthat::skip_on_ci() - # testthat::skip_on_covr() input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_bbox(sf::st_buffer(input_sfu, 2000)) + input_sfu <- terra::ext(input_sfu) + + checked_sf <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_sf), "sf") + + checked_terra <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_terra), "terra") + + testthat::expect_error( + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "land" + ) + ) + +}) + + +testthat::test_that(".check_vector with sf-sf", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + + checked_sf <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_sf), "sf") + + checked_terra <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_terra), "terra") + + testthat::expect_error( + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "land" + ) + ) + +}) + +testthat::test_that(".check_vector with sf-SpatVector", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + input_sfu <- terra::vect(input_sfu) + + checked_sf <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_sf), "sf") + + checked_terra <- + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_terra), "terra") + + testthat::expect_error( + chopin:::.check_vector( + input_sf, input_id = "FIPS", + extent = input_sfu, out_class = "land" + ) + ) + +}) + + +# input = terra #### +testthat::test_that(".check_vector with terra-SpatExtent", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") input_vect <- terra::vect(input_char) - checked_vect <- + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + input_sfu <- terra::vect(input_sfu) + input_sfu <- terra::ext(input_sfu) + + checked_trextr <- chopin:::.check_vector( input_vect, input_id = "FIPS", - extent = NULL, out_class = "terra" + extent = input_sfu, out_class = "terra" ) - testthat::expect_equal(chopin:::dep_check(checked_vect), "terra") + testthat::expect_equal(chopin:::dep_check(checked_trextr), "terra") + testthat::expect_message( + checked_trexsf <- + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "sf" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_trexsf), "sf") + + testthat::expect_error( + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "land" + ) + ) }) -testthat::test_that(".check_vector with file path and extent", { - # testthat::skip_on_ci() - # testthat::skip_on_covr() +testthat::test_that(".check_vector with terra-SpatVector", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_vect <- terra::vect(input_char) + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + input_sfu <- terra::vect(input_sfu) + + checked_trextr <- + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_trextr), "terra") + + testthat::expect_message( + checked_trexsf <- + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "sf" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_trexsf), "sf") + + testthat::expect_message( + checked_trexsf <- + chopin:::.check_vector( + input_vect, input_id = NULL, + extent = input_sfu, out_class = "sf" + ) + ) + + testthat::expect_error( + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "land" + ) + ) +}) + + +testthat::test_that(".check_vector with terra-sf", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_vect <- terra::vect(input_char) + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + + checked_trsftr <- + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "terra" + ) + testthat::expect_equal(chopin:::dep_check(checked_trsftr), "terra") + + testthat::expect_message( + checked_trsfsf <- + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "sf" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_trsfsf), "sf") + + testthat::expect_message( + checked_trsfsf <- + chopin:::.check_vector( + input_vect, input_id = NULL, + extent = input_sfu, out_class = "sf" + ) + ) + + testthat::expect_error( + chopin:::.check_vector( + input_vect, input_id = "FIPS", + extent = input_sfu, out_class = "land" + ) + ) +}) + + + + +# input = character #### +testthat::test_that(".check_vector with file path-NULL", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + input_char <- system.file("gpkg/nc.gpkg", package = "sf") input_vect <- terra::vect(input_char) @@ -242,6 +525,163 @@ testthat::test_that(".check_vector with file path and extent", { }) +testthat::test_that(".check_vector with file path-NULL", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + + # existing file path: terra output + testthat::expect_message( + checked_chrtr <- + chopin:::.check_vector( + input_char, extent = NULL, input_id = "FIPS", out_class = "terra" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_chrtr), "terra") + + # existing file path: terra output with extent + checked_chrsf <- + chopin:::.check_vector( + input_char, extent = NULL, + input_id = "FIPS", out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_chrsf), "sf") + + # invalid out_class + testthat::expect_error( + chopin:::.check_vector( + input_char, extent = NULL, + input_id = "FIPS", out_class = "land" + ) + ) + +}) + + +testthat::test_that(".check_vector with file path-numeric", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + num_ext <- c(-88, -78, 34, 36) + + # existing file path: terra output + testthat::expect_message( + checked_chrtr <- + chopin:::.check_vector( + input_char, extent = num_ext, input_id = "FIPS", out_class = "terra" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_chrtr), "terra") + + # existing file path: terra output with extent + checked_chrsf <- + chopin:::.check_vector( + input_char, extent = num_ext, + input_id = "FIPS", out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_chrsf), "sf") + + # invalid out_class + testthat::expect_error( + chopin:::.check_vector( + input_char, extent = num_ext, + input_id = "FIPS", out_class = "land" + ) + ) + +}) + + +testthat::test_that(".check_vector with file path-sf", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_vect <- terra::vect(input_char) + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + + # existing file path: terra output + testthat::expect_message( + checked_chrtr <- + chopin:::.check_vector( + input_char, extent = input_sfu, input_id = "FIPS", out_class = "terra" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_chrtr), "terra") + + # existing file path: terra output with extent + checked_chrsf <- + chopin:::.check_vector( + input_char, extent = input_sfu, + input_id = "FIPS", out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_chrsf), "sf") + + # invalid out_class + testthat::expect_error( + chopin:::.check_vector( + input_char, extent = input_sfu, + input_id = "FIPS", out_class = "land" + ) + ) + +}) + + + +testthat::test_that(".check_vector with file path-SpatVector", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + input_char <- system.file("gpkg/nc.gpkg", package = "sf") + name_filter <- c("Orange", "Durham", "Wake") + input_vect <- terra::vect(input_char) + input_sf <- sf::st_read(input_char) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + input_sfu <- terra::vect(input_sfu) + + # existing file path: terra output + testthat::expect_message( + checked_chrtr <- + chopin:::.check_vector( + input_char, extent = input_sfu, input_id = "FIPS", out_class = "terra" + ) + ) + testthat::expect_equal(chopin:::dep_check(checked_chrtr), "terra") + + # existing file path: terra output with extent + checked_chrsf <- + chopin:::.check_vector( + input_char, extent = input_sfu, + input_id = "FIPS", out_class = "sf" + ) + testthat::expect_equal(chopin:::dep_check(checked_chrsf), "sf") + + # invalid out_class + testthat::expect_error( + chopin:::.check_vector( + input_char, extent = input_sfu, + input_id = "FIPS", out_class = "land" + ) + ) + +}) + + + +# vect_validate #### testthat::test_that("vect_validate repairs input vector data", { withr::local_package("sf") withr::local_package("terra") @@ -266,6 +706,39 @@ testthat::test_that("vect_validate repairs input vector data", { ) }) + +# .intersect tests #### +testthat::test_that( + ".intersect unifies different package objects and intersects", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + path_ras <- system.file("extdata/nc_srtm15_otm.tif", package = "chopin") + path_vec <- system.file("gpkg/nc.gpkg", package = "sf") + + ras <- terra::rast(path_ras) + vec <- sf::st_read(path_vec) + vec <- sf::st_transform(vec, terra::crs(ras)) + + name_filter <- c("Orange", "Durham", "Wake") + input_vect <- terra::vect(path_vec) + input_sf <- sf::st_read(path_vec) + input_sfu <- sf::st_union(input_sf[input_sf$NAME %in% name_filter, ]) + input_sfu <- sf::st_transform(input_sfu, "EPSG:5070") + input_sfu <- sf::st_as_sf(sf::st_buffer(input_sfu, 2000)) + + testthat::expect_no_error( + rasvec <- chopin:::.intersect(x = ras, y = vec) + ) + testthat::expect_no_error( + rasvec <- chopin:::.intersect(x = vec, y = input_sfu) + ) + }) + + + +# .intersect_extent tests #### testthat::test_that(".intersect_extent returns the intersection extent", { withr::local_package("sf") withr::local_package("terra") @@ -314,7 +787,8 @@ testthat::test_that(".intersect_extent returns the intersection extent", { }) -testthat::test_that(".check_character with non-character inputs",{ +# .check_character #### +testthat::test_that(".check_character with non-character inputs", { # testthat::skip_on_ci() # testthat::skip_on_covr() # test for non-character input @@ -333,7 +807,7 @@ testthat::test_that(".check_character with non-character inputs",{ }) -testthat::test_that(".check_character with character inputs",{ +testthat::test_that(".check_character with character inputs", { # testthat::skip_on_ci() # testthat::skip_on_covr() withr::local_package("sf") @@ -492,6 +966,7 @@ testthat::test_that("`[` methods in chopin -- SpatVector-SpatExtent", { }) +# .check_vector test duplicates: READY TO REMOVE #### testthat::test_that(".check_vector -- SpatVector-SpatExtent", { # testthat::skip_on_ci() # testthat::skip_on_covr() @@ -513,8 +988,6 @@ testthat::test_that(".check_vector -- SpatVector-SpatExtent", { testthat::test_that(".check_vector -- SpatVector-SpatExtent", { - # testthat::skip_on_ci() - # testthat::skip_on_covr() withr::local_package("sf") withr::local_package("terra") withr::local_options(list(sf_use_s2 = FALSE)) @@ -582,3 +1055,40 @@ testthat::test_that(".check_vector -- character and sf", { testthat::expect_s3_class(cv_chsfsf, "sf") testthat::expect_s4_class(cv_chsftr, "SpatVector") }) + +# ^^^ READY TO REMOVE ^^^ #### + + + +# .check_raster tests #### +testthat::test_that( + ".check_raster distinguishes SpatRasterCollection from SpatRaster", { + withr::local_package("terra") + + # neither SpatRaster nor character + testthat::expect_error( + chopin::.check_raster(1L) + ) + + path_ras <- system.file("ex/elev.tif", package = "terra") + ras1 <- terra::rast(path_ras) + ras2 <- terra::rast(path_ras) + rascol <- terra::sprc(ras1, ras2) + + # SpatRasterCollection will abort the function call + testthat::expect_error( + chopin:::.check_raster(rascol) + ) + + testthat::expect_message( + rasread <- chopin:::.check_raster(path_ras) + ) + + num_ext <- c(6.0, 6.3, 49.7, 50.0) + testthat::expect_message( + rassub <- chopin:::.check_raster(path_ras, num_ext) + ) + testthat::expect_s4_class(rassub, "SpatRaster") + + } +) diff --git a/tests/testthat/test-gridding.R b/tests/testthat/test-gridding.R index 97a3725..dd5fe41 100644 --- a/tests/testthat/test-gridding.R +++ b/tests/testthat/test-gridding.R @@ -86,6 +86,27 @@ testthat::test_that("par_pad_grid with other modes", { }) +## par_make_grid +testthat::test_that("par_make_grid file path input", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + nc <- system.file("shape/nc.shp", package = "sf") + nc <- sf::read_sf(nc) + nc <- sf::st_transform(nc, "EPSG:5070") + suppressWarnings(ncc <- sf::st_centroid(nc, of_largest_polygon = TRUE)) + tmpdir <- tempdir() + filepath <- file.path(tmpdir, "cents.shp") + sf::st_write(ncc, filepath, append = FALSE) + testthat::expect_no_error( + ncc_mg <- chopin:::par_make_grid(filepath, ncutsx = 10L, ncutsy = 10L) + ) + testthat::expect_true(inherits(ncc_mg, "sf")) +}) + + + ## grid merge #### testthat::test_that("Grid merging internal function too low threshold-- ", { withr::local_package("sf") @@ -257,7 +278,6 @@ testthat::test_that("par_make_balanced internal -- input validity", { testthat::test_that("Quantile cut internal tests", { - # testthat::skip_on_ci() withr::local_package("sf") withr::local_package("terra") withr::local_options(list(sf_use_s2 = FALSE)) @@ -308,6 +328,37 @@ testthat::test_that("Quantile cut internal tests", { }) + +testthat::test_that("par_pad_balanced exceptions", { + withr::local_package("sf") + withr::local_package("terra") + withr::local_options(list(sf_use_s2 = FALSE)) + + ncpath <- system.file("shape/nc.shp", package = "sf") + nc <- read_sf(ncpath) + nc <- st_transform(nc, "EPSG:5070") + suppressWarnings( + ncc <- st_centroid(nc, of_largest_polygon = TRUE) + ) + + testthat::expect_error( + chopin::par_pad_balanced(ncc, padding = 1300) + ) + testthat::expect_error( + chopin::par_pad_balanced(ncc, ngroups = 10L) + ) + + # tmpdir <- tempdir() + # filepath <- file.path(tmpdir, "cents.shp") + # sf::st_write(ncc, filepath, append = FALSE) + # testthat::expect_no_error( + # ncc_ppb <- chopin::par_pad_balanced(filepath, ngroups = 10L, padding = 1e4) + # ) + # testthat::expect_true(inherits(ncc_ppb[[1]], "SpatVector")) +}) + + + # par_split_list tests #### testthat::test_that("par_split_list returns correct output", { withr::local_package("sf") From ac99f3bf347c6a5a7de185a586154aa5cd82aa91 Mon Sep 17 00:00:00 2001 From: Insang Song Date: Tue, 3 Sep 2024 16:03:47 +0900 Subject: [PATCH 3/3] 0.8.0 - Reviewing review comments, I addressed several comments in this update. - Package documentation now includes caveats section - Bullet points were converted to ordinary paragraphs as much as possible --- DESCRIPTION | 2 +- R/chopin-package.R | 45 +++ R/gridding.R | 11 +- R/preprocessing.R | 7 +- R/processing.R | 3 + README.Rmd | 96 ++--- README.md | 391 ++++++++++--------- codemeta.json | 6 +- man/chopin-package.Rd | 50 +++ man/clip_ras_ext.Rd | 5 +- man/extract_at.Rd | 7 +- man/figures/README-compare-compregions-1.png | Bin 9836 -> 10059 bytes man/figures/README-load-srtm-1.png | Bin 81492 -> 81474 bytes man/figures/README-map-all-1.png | Bin 5651 -> 5423 bytes man/figures/README-plot results-1.png | Bin 149072 -> 148994 bytes man/figures/README-plot results-2.png | Bin 148607 -> 148689 bytes man/get_clip_ext.Rd | 4 +- man/par_pad_balanced.Rd | 13 +- vignettes/v01_start.Rmd | 10 +- vignettes/v02_good_practice.Rmd | 22 +- vignettes/v03_par_pad_grid.Rmd | 5 +- vignettes/v04_climate_examples.Rmd | 4 +- 22 files changed, 402 insertions(+), 279 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index ae8d2c1..05564fc 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,6 +1,6 @@ Package: chopin Title: Computation of Spatial Data by Hierarchical and Objective Partitioning of Inputs for Parallel Processing -Version: 0.7.8.20240817 +Version: 0.8.0.20240903 Authors@R: c( person("Insang", "Song", , "geoissong@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-8732-3256")), diff --git a/R/chopin-package.R b/R/chopin-package.R index 631d1aa..b6a373f 100644 --- a/R/chopin-package.R +++ b/R/chopin-package.R @@ -148,6 +148,51 @@ #' .debug = TRUE #' ) #' ``` +#' +#' @section Function selection guide for `par_*()`: +#' We provide two flowcharts to help users choose the right function for +#' parallel processing. The raster-oriented flowchart is for users who +#' want to start with raster data, and the vector-oriented flowchart +#' is for users with large vector data. +#' +#' In **raster-oriented selection**, we suggest four factors to consider: +#' +#' - Number of raster files: for multiple files, `par_multirasters` is recommended. When there are multiple rasters that share the same extent and resolution, consider stacking the rasters into multilayer SpatRaster object by calling `terra::rast(filenames)`. +#' - Raster resolution: We suggest 100 meters as a threshold. Rasters with resolution coarser than 100 meters and a few layers would be better for the direct call of `exactextractr::exact_extract()`. +#' - Raster extent: Using `SpatRaster` in `exactextractr::exact_extract()` is often minimally affected by the raster extent. +#' - Memory size: `max_cells_in_memory` argument value of `exactextractr::exact_extract()`, raster resolution, and the number of layers in `SpatRaster` are multiplicatively related to the memory usage. +#' +#' For **vector-oriented selection**, we suggest three factors to consider: +#' - Number of features: When the number of features is over 100,000, consider using `par_grid` or `par_hierarchy` to split the data into smaller chunks. +#' - Hierarchical structure: If the data has a hierarchical structure, consider using `par_hierarchy` to parallelize the operation. +#' - Data grouping: If the data needs to be grouped in similar sizes, consider using `par_pad_balanced` or `par_pad_grid` with `mode = "grid_quantile"`. +#' +#' +#' @section Caveats: +#' **Why parallelization is slower than the ordinary function run?** +#' Parallelization may underperform when the datasets are too small +#' to take advantage of divide-and-compute approach, where +#' parallelization overhead is involved. Overhead here refers to +#' the required amount of computational resources for transferring +#' objects to multiple processes. Since the demonstrations above +#' use quite small datasets, the advantage of parallelization was not +#' as noticeable as it was expected. Should a large amount of +#' data (spatial/temporal resolution or number of files, +#' for example) be processed, users could find the efficiency of this +#' package. A vignette in this package demonstrates use cases +#' extracting various climate/weather datasets. +#' +#' **Notes on data restrictions** +#' +#' `chopin` works best with **two-dimensional** (**planar**) geometries. +#' Users should disable `s2` spherical geometry mode in `sf` by setting. +#' Running any `chopin` functions at spherical or three-dimensional +#' (e.g., including M/Z dimensions) geometries +#' may produce incorrect or unexpected results. +#' +#' ```r +#' sf::sf_use_s2(FALSE) +#' ``` ## usethis namespace: end "_PACKAGE" #nolint end diff --git a/R/gridding.R b/R/gridding.R index 3a47741..72dcef2 100644 --- a/R/gridding.R +++ b/R/gridding.R @@ -183,14 +183,15 @@ par_pad_grid <- #' Extension of par_make_balanced for padded grids -#' @description This function is an extension of `par_make_balanced` -#' to be compatible with `par_make_grid`, for which a set of padded grids -#' of the extent of input point subsets +#' @description This function utilizes [anticlust::balanced_clustering()] +#' to split the input into equal size subgroups then transform the data +#' to be compatible with the output of [`par_pad_grid`], for which +#' a set of padded grids of the extent of input point subsets #' (as recorded in the field named `"CGRIDID"`) -#' is generated out of input points along with the output of -#' `par_make_balanced`. +#' is generated out of input points. #' @family Parallelization #' @param points_in `sf` or `SpatVector` object. Point geometries. +#' Default is NULL. #' @param ngroups integer(1). The number of groups. #' @param padding numeric(1). A extrusion factor to make buffer to #' clip actual datasets. Depending on the length unit of the CRS of input. diff --git a/R/preprocessing.R b/R/preprocessing.R index 7b6f72f..7f98ae4 100644 --- a/R/preprocessing.R +++ b/R/preprocessing.R @@ -6,6 +6,8 @@ #' @param pnts One of sf or SpatVector object. Target points of computation. #' @param radius numeric(1). Buffer radius. It is assumed to be in meters #' @param extrusion numeric(1). The extent extrusion factor. +#' Default is 1.1, meaning that the actual padding is 10 percent +#' wider than `radius`. #' @returns A `terra::ext` or sfc_POLYGON object of the computation extent. #' @examples #' \dontrun{ @@ -123,8 +125,9 @@ clip_vec_ext <- function( #' @param y `sf` or `SpatVector` object #' @param radius numeric(1). buffer radius. #' This value will be automatically multiplied by `extrusion` -#' @param nqsegs integer(1). the number of points per a quarter circle -#' @param extrusion numeric(1). Extrusion factor for the extent. Default is 1.1 +#' @param nqsegs integer(1). the number of points per a quarter circle. +#' Default is 180L. +#' @param extrusion numeric(1). Extrusion factor for the extent. Default is 1.1. #' @returns A clipped `SpatRaster` object. #' @author Insang Song #' @importFrom terra vect crop diff --git a/R/processing.R b/R/processing.R index 3a51f94..07fa3cc 100644 --- a/R/processing.R +++ b/R/processing.R @@ -241,6 +241,8 @@ kernelfunction <- #' @param y `sf`/`SpatVector` object or file path. #' @param id character(1). Unique identifier of each point. #' @param func function taking one numeric vector argument. +#' Default is `"mean"` for all supported signatures in arguments +#' `x` and `y`. #' @param extent numeric(4) or SpatExtent. Extent of clipping vector. #' It only works with `points` of character(1) file path. #' @param radius numeric(1). Buffer radius. @@ -249,6 +251,7 @@ kernelfunction <- #' One of `"uniform"`, `"triweight"`, `"quartic"`, and `"epanechnikov"` #' @param kernel_func function. #' Kernel function to apply to the extracted values. +#' Default is [`stats::weighted.mean()`] #' @param bandwidth numeric(1). Kernel bandwidth. #' @param max_cells integer(1). Maximum number of cells in memory. #' @param .standalone logical(1). Default is `TRUE`, which means that diff --git a/README.Rmd b/README.Rmd index ad4132a..7d8729a 100644 --- a/README.Rmd +++ b/README.Rmd @@ -25,30 +25,13 @@ experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](h -## Objective and target users -### Objective -- This package automates [parallelization](https://en.wikipedia.org/wiki/Parallel_computing) in spatial operations with `chopin` functions as well as [sf](https://github.com/r-spatial/sf)/[terra](https://github.com/rspatial/terra) functions. With [GDAL](https://gdal.org)-compatible files and database tables, `chopin` functions help to calculate spatial variables from vector and raster data with no external software requirements. - -### For whom `chopin` is useful -- All who need to perform geospatial operations with large datasets may find this package useful to accelerate the covariate calculation process for further analysis and modeling. -- We assume that users-- - - Have basic knowledge of [geographic information system data models](https://r.geocompx.org/spatial-class), [coordinate systems and transformations](https://doi.org/10.22224/gistbok/2023.1.2), [spatial operations](https://r.geocompx.org/spatial-operations), and [raster-vector overlay](https://r.geocompx.org/raster-vector); - - Understood and planned **what they want to calculate**; and - - Collected **datasets they need** +## Objective +This package automates [parallelization](https://en.wikipedia.org/wiki/Parallel_computing) in spatial operations with `chopin` functions as well as [sf](https://github.com/r-spatial/sf)/[terra](https://github.com/rspatial/terra) functions. With [GDAL](https://gdal.org)-compatible files and database tables, `chopin` functions help to calculate spatial variables from vector and raster data with no external software requirements. All who need to perform geospatial operations with large datasets may find this package useful to accelerate the covariate calculation process for further analysis and modeling may find the main functions useful. We assume that users have basic knowledge of [geographic information system data models](https://r.geocompx.org/spatial-class), [coordinate systems and transformations](https://doi.org/10.22224/gistbok/2023.1.2), [spatial operations](https://r.geocompx.org/spatial-operations), and [raster-vector overlay](https://r.geocompx.org/raster-vector). ## Overview -- Processing functions accept [terra](https://github.com/rspatial/terra)/[sf](https://github.com/r-spatial/sf) classes for spatial data. Raster-vector overlay is done with `exactextractr`. -- From version 0.8.0, this package supports three basic functions that are readily parallelized over multithread environments: - - `extract_at`: extract raster values with point buffers or polygons with or without kernel weights - - `summarize_sedc`: calculate sums of [exponentially decaying contributions](https://mserre.sph.unc.edu/BMElab_web/SEDCtutorial/index.html) - - `summarize_aw`: area-weighted covariates based on target and reference polygons -- When processing points/polygons in parallel, the entire study area will be divided into partly overlapped grids or processed through its own hierarchy. We suggest two flowcharts to help which function to use for parallel processing below. The upper flowchart is raster-oriented and the lower one is vector-oriented. They are separated but supplementary to each other. When a user follows the raster-oriented one, they might visit the vector-oriented flowchart at each end of the raster-oriented flowchart. - - `par_grid`: parallelize over artificial grid polygons that are generated from the maximum extent of inputs. `par_pad_grid` is used to generate the grid polygons before running this function. - - `par_hierarchy`: parallelize over hierarchy coded in identifier fields (for example, census blocks in each county in the US) - - `par_multirasters`: parallelize over multiple raster files -- These functions are designed to be used with `future` and `future.mirai` packages to parallelize over multiple CPU threads. Users can choose the number of threads to be used in the parallelization process. Users always need to register parallel workers with `future` before running the three functions above. +`chopin` encapsulates the parallel processing of spatial computation into three steps. __First,__ users will define the parallelization strategy, which is one of many supported in `future` and `future.mirai` packages. Users always need to register parallel workers with `future` before running the `par_*()` functions that will be introduced below. ```r future::plan(future.mirai::mirai_multisession, workers = 4L) @@ -57,12 +40,30 @@ future::plan(future.mirai::mirai_multisession, workers = 4L) # the number of workers are up to users' choice ``` +__Second,__ users choose the proper data parallelization configuration by creating a grid partition of the processing extent, defining the field name with values that are hierarchically coded, or entering multiple raster file paths into `par_multirasters()`. __Finally,__ users run `par_*()` function with the configurations set above to compute spatial variables from input data in parallel: + + - `par_grid`: parallelize over artificial grid polygons that are generated from the maximum extent of inputs. `par_pad_grid` is used to generate the grid polygons before running this function. + - `par_hierarchy`: parallelize over hierarchy coded in identifier fields (for example, census blocks in each county in the US) + - `par_multirasters`: parallelize over multiple raster files + + +For grid partitioning, the entire study area will be divided into partly overlapped grids. We suggest two flowcharts to help which function to use for parallel processing below. The upper flowchart is raster-oriented and the lower is vector-oriented. They are supplementary to each other. When a user follows the raster-oriented one, they might visit the vector-oriented flowchart at each end of the raster-oriented flowchart. + + +Processing functions accept [terra](https://github.com/rspatial/terra)/[sf](https://github.com/r-spatial/sf) classes for spatial data. Raster-vector overlay is done with `exactextractr`. Three helper functions encapsulate multiple geospatial data calculation steps over multiple CPU threads. + + - `extract_at`: extract raster values with point buffers or polygons with or without kernel weights + - `summarize_sedc`: calculate sums of [exponentially decaying contributions](https://mserre.sph.unc.edu/BMElab_web/SEDCtutorial/index.html) + - `summarize_aw`: area-weighted covariates based on target and reference polygons + + ### Function selection guide We provide two flowcharts to help users choose the right function for parallel processing. The raster-oriented flowchart is for users who want to start with raster data, and the vector-oriented flowchart is for users with large vector data. In **raster-oriented selection**, we suggest four factors to consider: + - Number of raster files: for multiple files, `par_multirasters` is recommended. When there are multiple rasters that share the same extent and resolution, consider stacking the rasters into multilayer SpatRaster object by calling `terra::rast(filenames)`. - Raster resolution: We suggest 100 meters as a threshold. Rasters with resolution coarser than 100 meters and a few layers would be better for the direct call of `exactextractr::exact_extract()`. - Raster extent: Using `SpatRaster` in `exactextractr::exact_extract()` is often minimally affected by the raster extent. @@ -137,7 +138,7 @@ DiagrammeR::mermaid(mermaid_chart_vector, width = 1200, height = 400) ## Installation -- `chopin` can be installed using `remotes::install_github` (also possible with `pak::pak` or `devtools::install_github`). +`chopin` can be installed using `remotes::install_github` (also possible with `pak::pak` or `devtools::install_github`). ```r rlang::check_installed("remotes") @@ -146,7 +147,7 @@ remotes::install_github("NIEHS/chopin") ## Examples -- Examples will navigate `par_grid`, `par_hierarchy`, and `par_multirasters` functions in `chopin` to parallelize geospatial operations. +Examples will navigate `par_grid`, `par_hierarchy`, and `par_multirasters` functions in `chopin` to parallelize geospatial operations. ```{r load-packages} # check and install packages to run examples @@ -171,8 +172,7 @@ set.seed(2024, kind = "L'Ecuyer-CMRG") ### `par_grid`: parallelize over artificial grid polygons -- Please refer to a small example below for extracting mean altitude values at circular point buffers and census tracts in North Carolina. -- Before running code chunks below, set the cloned `chopin` repository as your working directory with `setwd()` +Please refer to a small example below for extracting mean altitude values at circular point buffers and census tracts in North Carolina. Before running code chunks below, set the cloned `chopin` repository as your working directory with `setwd()` ```{r read-nc} @@ -184,7 +184,7 @@ plot(sf::st_geometry(ncsf)) #### Generate random points in NC -- Ten thousands random point locations were generated inside the counties of North Carolina. +Ten thousands random point locations were generated inside the counties of North Carolina. ```{r gen-ncpoints} ncpoints <- sf::st_sample(ncsf, 1e4) ncpoints <- sf::st_as_sf(ncpoints) @@ -193,7 +193,7 @@ plot(sf::st_geometry(ncpoints)) ``` #### Target raster dataset: [Shuttle Radar Topography Mission](https://www.usgs.gov/centers/eros/science/usgs-eros-archive-digital-elevation-shuttle-radar-topography-mission-srtm-1) -- We use an elevation dataset with and a moderate spatial resolution (approximately 400 meters or 0.25 miles). +We use an elevation dataset with and a moderate spatial resolution (approximately 400 meters or 0.25 miles). ```{r load-srtm} # data preparation @@ -224,7 +224,8 @@ system.time( ``` #### Generate regular grid computational regions -- `chopin::par_pad_grid` takes a spatial dataset to generate regular grid polygons with `nx` and `ny` arguments with padding. Users will have both overlapping (by the degree of `radius`) and non-overlapping grids, both of which will be utilized to split locations and target datasets into sub-datasets for efficient processing. +`chopin::par_pad_grid()` takes a spatial dataset to generate regular grid polygons with `nx` and `ny` arguments with padding. Users will have both overlapping (by the degree of `radius`) and non-overlapping grids, both of which will be utilized to split locations and target datasets into sub-datasets for efficient processing. + ```{r gen-compregions} compregions <- chopin::par_pad_grid( @@ -236,7 +237,8 @@ compregions <- ) ``` -- `compregions` is a list object with two elements named `original` (non-overlapping grid polygons) and `padded` (overlapping by `padding`). The figures below illustrate the grid polygons with and without overlaps. +`compregions` is a list object with two elements named `original` (non-overlapping grid polygons) and `padded` (overlapping by `padding`). The figures below illustrate the grid polygons with and without overlaps. + ```{r compare-compregions, fig.width = 8, fig.height = 8} names(compregions) @@ -255,10 +257,8 @@ terra::plot( #### Parallel processing -- Using the grid polygons, we distribute the task of averaging elevations at 10,000 circular buffer polygons, which are generated from the random locations, with 10 kilometers radius by `chopin::par_grid`. -- Users always need to **register** multiple CPU threads (logical cores) for parallelization. -- `chopin::par_*` functions are flexible in terms of supporting generic spatial operations in `sf` and `terra`, especially where two datasets are involved. - - Users can inject generic functions' arguments (parameters) by writing them in the ellipsis (`...`) arguments, as demonstrated below: +Using the grid polygons, we distribute the task of averaging elevations at 10,000 circular buffer polygons, which are generated from the random locations, with 10 kilometers radius by `chopin::par_grid()`. Users always need to **register** multiple CPU threads (logical cores) for parallelization. `chopin::par_*()` functions are flexible in terms of supporting generic spatial operations in `sf` and `terra`, especially where two datasets are involved. Users can inject generic functions' arguments (parameters) by writing them in the ellipsis (`...`) arguments, as demonstrated below: + ```{r} future::plan(future.mirai::mirai_multisession, workers = 4L) @@ -302,10 +302,9 @@ plot(ncpoints_s[, "mean"], main = "Single-thread", pch = 19, cex = 0.33) plot(ncpoints_m[, "mean_par"], main = "Multi-thread", pch = 19, cex = 0.33) ``` -### `chopin::par_hierarchy`: parallelize geospatial computations using intrinsic data hierarchy -- In real world datasets, we usually have nested/exhaustive hierarchies. For example, land is organized by administrative/jurisdictional borders where multiple levels exist. In the U.S. context, a state consists of several counties, counties are split into census tracts, and they have a group of block groups. -- `chopin::par_hierarchy` leverages such hierarchies to parallelize geospatial operations, which means that a group of lower-level geographic units in a higher-level geography is assigned to a process. -- A demonstration below shows that census tracts are grouped by their counties then each county will be processed in a CPU thread. +### `chopin::par_hierarchy()`: parallelize geospatial computations using intrinsic data hierarchy + +We usually have nested/exhaustive hierarchies in real-world datasets. For example, land is organized by administrative/jurisdictional borders where multiple levels exist. In the U.S. context, a state consists of several counties, counties are split into census tracts, and they have a group of block groups. `chopin::par_hierarchy()` leverages such hierarchies to parallelize geospatial operations, which means that a group of lower-level geographic units in a higher-level geography is assigned to a process. A demonstration below shows that census tracts are grouped by their counties then each county will be processed in a CPU thread. #### Read data @@ -353,9 +352,9 @@ system.time( ``` -### `par_multirasters`: parallelize over multiple rasters -- There is a common case of having a large group of raster files at which the same operation should be performed. -- `chopin::par_multirasters` is for such cases. An example below demonstrates where we have five elevation raster files to calculate the average elevation at counties in North Carolina. +### `par_multirasters()`: parallelize over multiple rasters + +There is a common case of having a large group of raster files at which the same operation should be performed. `chopin::par_multirasters()` is for such cases. An example below demonstrates where we have five elevation raster files to calculate the average elevation at counties in North Carolina. ```{r prep-multiraster} # nccnty <- sf::st_read(nc_data, layer = "county") @@ -405,8 +404,7 @@ file.remove(testfiles) --> ## Parallelization of a generic geospatial operation -- Other than `chopin` internal macros, `chopin::par_*` functions support generic geospatial operations. -- An example below uses `terra::nearest`, which gets the nearest feature's attributes, inside `chopin::par_grid`. +Other than `chopin` processing functions, `chopin::par_*()` functions support generic geospatial operations. An example below uses `terra::nearest()`, which gets the nearest feature's attributes, inside `chopin::par_grid()`. ```{r prep-par-generic} path_ncrd1 <- file.path(wdir, "ncroads_first.gpkg") @@ -434,7 +432,7 @@ nccompreg <- ``` -- The figure below shows the padded grids (50 kilometers), primary roads, and points. Primary roads will be selected by a padded grid per iteration and used to calculate the distance from each point to the nearest primary road. Padded grids and their overlapping areas will look different according to `padding` argument in `chopin::par_pad_grid`. +The figure below shows the padded grids (50 kilometers), primary roads, and points. Primary roads will be selected by a padded grid per iteration and used to calculate the distance from each point to the nearest primary road. Padded grids and their overlapping areas will look different according to `padding` argument in `chopin::par_pad_grid()`. @@ -480,15 +478,19 @@ resj <- merge(restr, resd, by = c("from_x", "from_y")) all.equal(resj$distance.x, resj$distance.y) ``` -- Users should be mindful of potential caveats in the parallelization of nearest feature search, which may result in no or excess distance depending on the distribution of the target dataset to which the nearest feature is searched. - - For example, when one wants to calculate the nearest interstate from rural homes with fine grids, some grids may have no interstates then homes in such grids will not get any distance to the nearest interstate. - - Such problems can be avoided by choosing `nx`, `ny`, and `padding` values in `par_pad_grid` meticulously. +Users should be mindful of caveats in the parallelization of nearest feature search, which may result in no or excess distance depending on the distribution of the target dataset to which the nearest feature is searched. For example, when one wants to calculate the nearest interstate from rural homes with fine grids, some grids may have no interstates then homes in such grids will not get any distance to the nearest interstate. Such problems can be avoided by choosing `nx`, `ny`, and `padding` values in `par_pad_grid()` meticulously. + + +## Caveats + +### Why parallelization is slower than the ordinary function run? +Parallelization may underperform when the datasets are too small to take advantage of divide-and-compute approach, where parallelization overhead is involved. Overhead here refers to the required amount of computational resources for transferring objects to multiple processes. Since the demonstrations above use quite small datasets, the advantage of parallelization was not as noticeable as it was expected. Should a large amount of data (spatial/temporal resolution or number of files, for example) be processed, users could find the efficiency of this package. A vignette in this package demonstrates use cases extracting various climate/weather datasets. ### Notes on data restrictions -- `chopin` works best with **two-dimensional** (**planar**) geometries. Users should disable `s2` spherical geometry mode in `sf` by setting. Running any `chopin` functions at spherical or three-dimensional (e.g., including M/Z dimensions) geometries may produce incorrect or unexpected results. +`chopin` works best with **two-dimensional** (**planar**) geometries. Users should disable `s2` spherical geometry mode in `sf` by setting. Running any `chopin` functions at spherical or three-dimensional (e.g., including M/Z dimensions) geometries may produce incorrect or unexpected results. + ```r sf::sf_use_s2(FALSE) ``` - diff --git a/README.md b/README.md index 5b0c838..83c84a7 100644 --- a/README.md +++ b/README.md @@ -12,68 +12,31 @@ experimental](https://img.shields.io/badge/lifecycle-experimental-orange.svg)](h -## Objective and target users - -### Objective - -- This package automates - [parallelization](https://en.wikipedia.org/wiki/Parallel_computing) - in spatial operations with `chopin` functions as well as - [sf](https://github.com/r-spatial/sf)/[terra](https://github.com/rspatial/terra) - functions. With [GDAL](https://gdal.org)-compatible files and - database tables, `chopin` functions help to calculate spatial - variables from vector and raster data with no external software - requirements. - -### For whom `chopin` is useful - -- All who need to perform geospatial operations with large datasets - may find this package useful to accelerate the covariate calculation - process for further analysis and modeling. -- We assume that users– - - Have basic knowledge of [geographic information system data - models](https://r.geocompx.org/spatial-class), [coordinate - systems and - transformations](https://doi.org/10.22224/gistbok/2023.1.2), - [spatial operations](https://r.geocompx.org/spatial-operations), - and [raster-vector - overlay](https://r.geocompx.org/raster-vector); - - Understood and planned **what they want to calculate**; and - - Collected **datasets they need** +## Objective + +This package automates +[parallelization](https://en.wikipedia.org/wiki/Parallel_computing) in +spatial operations with `chopin` functions as well as +[sf](https://github.com/r-spatial/sf)/[terra](https://github.com/rspatial/terra) +functions. With [GDAL](https://gdal.org)-compatible files and database +tables, `chopin` functions help to calculate spatial variables from +vector and raster data with no external software requirements. All who +need to perform geospatial operations with large datasets may find this +package useful to accelerate the covariate calculation process for +further analysis and modeling may find the main functions useful. We +assume that users have basic knowledge of [geographic information system +data models](https://r.geocompx.org/spatial-class), [coordinate systems +and transformations](https://doi.org/10.22224/gistbok/2023.1.2), +[spatial operations](https://r.geocompx.org/spatial-operations), and +[raster-vector overlay](https://r.geocompx.org/raster-vector). ## Overview -- Processing functions accept - [terra](https://github.com/rspatial/terra)/[sf](https://github.com/r-spatial/sf) - classes for spatial data. Raster-vector overlay is done with - `exactextractr`. -- From version 0.8.0, this package supports three basic functions that - are readily parallelized over multithread environments: - - `extract_at`: extract raster values with point buffers or - polygons with or without kernel weights - - `summarize_sedc`: calculate sums of [exponentially decaying - contributions](https://mserre.sph.unc.edu/BMElab_web/SEDCtutorial/index.html) - - `summarize_aw`: area-weighted covariates based on target and - reference polygons -- When processing points/polygons in parallel, the entire study area - will be divided into partly overlapped grids or processed through - its own hierarchy. We suggest two flowcharts to help which function - to use for parallel processing below. The upper flowchart is - raster-oriented and the lower one is vector-oriented. They are - separated but supplementary to each other. When a user follows the - raster-oriented one, they might visit the vector-oriented flowchart - at each end of the raster-oriented flowchart. - - `par_grid`: parallelize over artificial grid polygons that are - generated from the maximum extent of inputs. `par_pad_grid` is - used to generate the grid polygons before running this function. - - `par_hierarchy`: parallelize over hierarchy coded in identifier - fields (for example, census blocks in each county in the US) - - `par_multirasters`: parallelize over multiple raster files -- These functions are designed to be used with `future` and - `future.mirai` packages to parallelize over multiple CPU threads. - Users can choose the number of threads to be used in the - parallelization process. Users always need to register parallel - workers with `future` before running the three functions above. +`chopin` encapsulates the parallel processing of spatial computation +into three steps. **First,** users will define the parallelization +strategy, which is one of many supported in `future` and `future.mirai` +packages. Users always need to register parallel workers with `future` +before running the `par_*()` functions that will be introduced below. ``` r future::plan(future.mirai::mirai_multisession, workers = 4L) @@ -82,6 +45,35 @@ future::plan(future.mirai::mirai_multisession, workers = 4L) # the number of workers are up to users' choice ``` +**Second,** users choose the proper data parallelization configuration +by creating a grid partition of the processing extent, defining the +field name with values that are hierarchically coded, or entering +multiple raster file paths into `par_multirasters()`. **Finally,** users +run `par_*()` function with the configurations set above to compute +spatial variables from input data in parallel: + + - `par_grid`: parallelize over artificial grid polygons that are generated from the maximum extent of inputs. `par_pad_grid` is used to generate the grid polygons before running this function. + - `par_hierarchy`: parallelize over hierarchy coded in identifier fields (for example, census blocks in each county in the US) + - `par_multirasters`: parallelize over multiple raster files + +For grid partitioning, the entire study area will be divided into partly +overlapped grids. We suggest two flowcharts to help which function to +use for parallel processing below. The upper flowchart is +raster-oriented and the lower is vector-oriented. They are supplementary +to each other. When a user follows the raster-oriented one, they might +visit the vector-oriented flowchart at each end of the raster-oriented +flowchart. + +Processing functions accept +[terra](https://github.com/rspatial/terra)/[sf](https://github.com/r-spatial/sf) +classes for spatial data. Raster-vector overlay is done with +`exactextractr`. Three helper functions encapsulate multiple geospatial +data calculation steps over multiple CPU threads. + + - `extract_at`: extract raster values with point buffers or polygons with or without kernel weights + - `summarize_sedc`: calculate sums of [exponentially decaying contributions](https://mserre.sph.unc.edu/BMElab_web/SEDCtutorial/index.html) + - `summarize_aw`: area-weighted covariates based on target and reference polygons + ### Function selection guide We provide two flowcharts to help users choose the right function for @@ -89,36 +81,42 @@ parallel processing. The raster-oriented flowchart is for users who want to start with raster data, and the vector-oriented flowchart is for users with large vector data. -In **raster-oriented selection**, we suggest four factors to consider: - -Number of raster files: for multiple files, `par_multirasters` is -recommended. When there are multiple rasters that share the same extent -and resolution, consider stacking the rasters into multilayer SpatRaster -object by calling `terra::rast(filenames)`. - Raster resolution: We -suggest 100 meters as a threshold. Rasters with resolution coarser than -100 meters and a few layers would be better for the direct call of -`exactextractr::exact_extract()`. - Raster extent: Using `SpatRaster` in -`exactextractr::exact_extract()` is often minimally affected by the -raster extent. - Memory size: `max_cells_in_memory` argument value of -`exactextractr::exact_extract()`, raster resolution, and the number of -layers in `SpatRaster` are multiplicatively related to the memory usage. - - - -For **vector-oriented selection**, we suggest three factors to -consider: - Number of features: When the number of features is over -100,000, consider using `par_grid` or `par_hierarchy` to split the data -into smaller chunks. - Hierarchical structure: If the data has a -hierarchical structure, consider using `par_hierarchy` to parallelize -the operation. - Data grouping: If the data needs to be grouped in -similar sizes, consider using `par_pad_balanced` or `par_pad_grid` with -`mode = "grid_quantile"`. - - +In **raster-oriented selection**, we suggest four factors to consider: + + - Number of raster files: for multiple files, `par_multirasters` is + recommended. When there are multiple rasters that share the same + extent and resolution, consider stacking the rasters into multilayer + SpatRaster object by calling `terra::rast(filenames)`. + - Raster resolution: We suggest 100 meters as a threshold. Rasters + with resolution coarser than 100 meters and a few layers would be + better for the direct call of `exactextractr::exact_extract()`. + - Raster extent: Using `SpatRaster` in + `exactextractr::exact_extract()` is often minimally affected by the + raster extent. + - Memory size: `max_cells_in_memory` argument value of + `exactextractr::exact_extract()`, raster resolution, and the number + of layers in `SpatRaster` are multiplicatively related to the memory + usage. + +
+ + +For **vector-oriented selection**, we suggest three factors to consider: +- Number of features: When the number of features is over 100,000, +consider using `par_grid` or `par_hierarchy` to split the data into +smaller chunks. - Hierarchical structure: If the data has a hierarchical +structure, consider using `par_hierarchy` to parallelize the operation. +- Data grouping: If the data needs to be grouped in similar sizes, +consider using `par_pad_balanced` or `par_pad_grid` with `mode = +"grid_quantile"`. + +
+ ## Installation -- `chopin` can be installed using `remotes::install_github` (also - possible with `pak::pak` or `devtools::install_github`). +`chopin` can be installed using `remotes::install_github` (also possible +with `pak::pak` or `devtools::install_github`). ``` r rlang::check_installed("remotes") @@ -127,9 +125,9 @@ remotes::install_github("NIEHS/chopin") ## Examples -- Examples will navigate `par_grid`, `par_hierarchy`, and - `par_multirasters` functions in `chopin` to parallelize geospatial - operations. +Examples will navigate `par_grid`, `par_hierarchy`, and +`par_multirasters` functions in `chopin` to parallelize geospatial +operations. ``` r # check and install packages to run examples @@ -148,7 +146,7 @@ library(dplyr) #> #> intersect, setdiff, setequal, union library(sf) -#> Linking to GEOS 3.12.1, GDAL 3.8.5, PROJ 9.4.0; sf_use_s2() is TRUE +#> Linking to GEOS 3.12.1, GDAL 3.8.4, PROJ 9.3.1; sf_use_s2() is TRUE library(terra) #> terra 1.7.78 library(future) @@ -165,11 +163,10 @@ set.seed(2024, kind = "L'Ecuyer-CMRG") ### `par_grid`: parallelize over artificial grid polygons -- Please refer to a small example below for extracting mean altitude - values at circular point buffers and census tracts in North - Carolina. -- Before running code chunks below, set the cloned `chopin` repository - as your working directory with `setwd()` +Please refer to a small example below for extracting mean altitude +values at circular point buffers and census tracts in North Carolina. +Before running code chunks below, set the cloned `chopin` repository as +your working directory with `setwd()` ``` r ncpoly <- system.file("shape/nc.shp", package = "sf") @@ -182,8 +179,8 @@ plot(sf::st_geometry(ncsf)) #### Generate random points in NC -- Ten thousands random point locations were generated inside the - counties of North Carolina. +Ten thousands random point locations were generated inside the counties +of North Carolina. ``` r ncpoints <- sf::st_sample(ncsf, 1e4) @@ -196,8 +193,8 @@ plot(sf::st_geometry(ncpoints)) #### Target raster dataset: [Shuttle Radar Topography Mission](https://www.usgs.gov/centers/eros/science/usgs-eros-archive-digital-elevation-shuttle-radar-topography-mission-srtm-1) -- We use an elevation dataset with and a moderate spatial resolution - (approximately 400 meters or 0.25 miles). +We use an elevation dataset with and a moderate spatial resolution +(approximately 400 meters or 0.25 miles). ``` r # data preparation @@ -236,17 +233,16 @@ system.time( ) #> Input is a character. Attempt to read it with terra::rast... #> user system elapsed -#> 7.115 0.227 7.537 +#> 5.523 0.113 5.636 ``` #### Generate regular grid computational regions -- `chopin::par_pad_grid` takes a spatial dataset to generate regular - grid polygons with `nx` and `ny` arguments with padding. Users will - have both overlapping (by the degree of `radius`) and - non-overlapping grids, both of which will be utilized to split - locations and target datasets into sub-datasets for efficient - processing. +`chopin::par_pad_grid()` takes a spatial dataset to generate regular +grid polygons with `nx` and `ny` arguments with padding. Users will have +both overlapping (by the degree of `radius`) and non-overlapping grids, +both of which will be utilized to split locations and target datasets +into sub-datasets for efficient processing. ``` r compregions <- @@ -261,10 +257,10 @@ compregions <- #> Switch terra class to sf... ``` -- `compregions` is a list object with two elements named `original` - (non-overlapping grid polygons) and `padded` (overlapping by - `padding`). The figures below illustrate the grid polygons with and - without overlaps. +`compregions` is a list object with two elements named `original` +(non-overlapping grid polygons) and `padded` (overlapping by `padding`). +The figures below illustrate the grid polygons with and without +overlaps. ``` r names(compregions) @@ -286,18 +282,15 @@ terra::plot( #### Parallel processing -- Using the grid polygons, we distribute the task of averaging - elevations at 10,000 circular buffer polygons, which are generated - from the random locations, with 10 kilometers radius by - `chopin::par_grid`. -- Users always need to **register** multiple CPU threads (logical - cores) for parallelization. -- `chopin::par_*` functions are flexible in terms of supporting - generic spatial operations in `sf` and `terra`, especially where two - datasets are involved. - - Users can inject generic functions’ arguments (parameters) by - writing them in the ellipsis (`...`) arguments, as demonstrated - below: +Using the grid polygons, we distribute the task of averaging elevations +at 10,000 circular buffer polygons, which are generated from the random +locations, with 10 kilometers radius by `chopin::par_grid()`. Users +always need to **register** multiple CPU threads (logical cores) for +parallelization. `chopin::par_*()` functions are flexible in terms of +supporting generic spatial operations in `sf` and `terra`, especially +where two datasets are involved. Users can inject generic functions’ +arguments (parameters) by writing them in the ellipsis (`...`) +arguments, as demonstrated below: ``` r future::plan(future.mirai::mirai_multisession, workers = 4L) @@ -327,7 +320,7 @@ system.time( #> Input is a character. Attempt to read it with terra::rast... #> ℹ Task at CGRIDID: 4 is successfully dispatched. #> user system elapsed -#> 0.360 0.010 8.089 +#> 0.414 0.021 7.816 ncpoints_srtm <- extract_at( @@ -364,19 +357,18 @@ plot(ncpoints_m[, "mean_par"], main = "Multi-thread", pch = 19, cex = 0.33) -### `chopin::par_hierarchy`: parallelize geospatial computations using intrinsic data hierarchy +### `chopin::par_hierarchy()`: parallelize geospatial computations using intrinsic data hierarchy -- In real world datasets, we usually have nested/exhaustive - hierarchies. For example, land is organized by - administrative/jurisdictional borders where multiple levels exist. - In the U.S. context, a state consists of several counties, counties - are split into census tracts, and they have a group of block groups. -- `chopin::par_hierarchy` leverages such hierarchies to parallelize - geospatial operations, which means that a group of lower-level - geographic units in a higher-level geography is assigned to a - process. -- A demonstration below shows that census tracts are grouped by their - counties then each county will be processed in a CPU thread. +We usually have nested/exhaustive hierarchies in real-world datasets. +For example, land is organized by administrative/jurisdictional borders +where multiple levels exist. In the U.S. context, a state consists of +several counties, counties are split into census tracts, and they have a +group of block groups. `chopin::par_hierarchy()` leverages such +hierarchies to parallelize geospatial operations, which means that a +group of lower-level geographic units in a higher-level geography is +assigned to a process. A demonstration below shows that census tracts +are grouped by their counties then each county will be processed in a +CPU thread. #### Read data @@ -387,7 +379,7 @@ path_nchrchy <- file.path(wdir, "nc_hierarchy.gpkg") nc_data <- path_nchrchy nc_county <- sf::st_read(nc_data, layer = "county") #> Reading layer `county' from data source -#> `/tmp/RtmpPipkp9/temp_libpath2270313b1b582/chopin/extdata/nc_hierarchy.gpkg' +#> `/tmp/Rtmp95hGmV/temp_libpathd03e810c7b7fe/chopin/extdata/nc_hierarchy.gpkg' #> using driver `GPKG' #> Simple feature collection with 100 features and 1 field #> Geometry type: POLYGON @@ -396,7 +388,7 @@ nc_county <- sf::st_read(nc_data, layer = "county") #> Projected CRS: NAD83 / Conus Albers nc_tracts <- sf::st_read(nc_data, layer = "tracts") #> Reading layer `tracts' from data source -#> `/tmp/RtmpPipkp9/temp_libpath2270313b1b582/chopin/extdata/nc_hierarchy.gpkg' +#> `/tmp/Rtmp95hGmV/temp_libpathd03e810c7b7fe/chopin/extdata/nc_hierarchy.gpkg' #> using driver `GPKG' #> Simple feature collection with 2672 features and 1 field #> Geometry type: MULTIPOLYGON @@ -424,7 +416,7 @@ system.time( ) #> Input is a character. Attempt to read it with terra::rast... #> user system elapsed -#> 0.897 0.003 0.904 +#> 0.530 0.000 0.529 # hierarchical parallelization system.time( @@ -542,16 +534,16 @@ system.time( #> Input is a character. Attempt to read it with terra::rast...ℹ Your input function at 37055 is dispatched. #> Input is a character. Attempt to read it with terra::rast...ℹ Your input function at 37047 is dispatched. #> user system elapsed -#> 0.249 0.077 2.016 +#> 0.247 0.052 2.096 ``` -### `par_multirasters`: parallelize over multiple rasters +### `par_multirasters()`: parallelize over multiple rasters -- There is a common case of having a large group of raster files at - which the same operation should be performed. -- `chopin::par_multirasters` is for such cases. An example below - demonstrates where we have five elevation raster files to calculate - the average elevation at counties in North Carolina. +There is a common case of having a large group of raster files at which +the same operation should be performed. `chopin::par_multirasters()` is +for such cases. An example below demonstrates where we have five +elevation raster files to calculate the average elevation at counties in +North Carolina. ``` r # nccnty <- sf::st_read(nc_data, layer = "county") @@ -569,9 +561,9 @@ terra::writeRaster(ncelev, file.path(tdir, "test5.tif"), overwrite = TRUE) # check if the raster files were exported as expected testfiles <- list.files(tdir, pattern = "*.tif$", full.names = TRUE) testfiles -#> [1] "/tmp/RtmpxL0QL4/test1.tif" "/tmp/RtmpxL0QL4/test2.tif" -#> [3] "/tmp/RtmpxL0QL4/test3.tif" "/tmp/RtmpxL0QL4/test4.tif" -#> [5] "/tmp/RtmpxL0QL4/test5.tif" +#> [1] "/tmp/Rtmp2Uiy2w/test1.tif" "/tmp/Rtmp2Uiy2w/test2.tif" +#> [3] "/tmp/Rtmp2Uiy2w/test3.tif" "/tmp/Rtmp2Uiy2w/test4.tif" +#> [5] "/tmp/Rtmp2Uiy2w/test5.tif" ``` ``` r @@ -588,34 +580,35 @@ system.time( ) #> ℹ Input is not a character. #> Input is a character. Attempt to read it with terra::rast... -#> ℹ Your input function at /tmp/RtmpxL0QL4/test1.tif is dispatched. +#> ℹ Your input function at /tmp/Rtmp2Uiy2w/test1.tif is dispatched. #> #> Input is a character. Attempt to read it with terra::rast... -#> ℹ Your input function at /tmp/RtmpxL0QL4/test2.tif is dispatched. +#> ℹ Your input function at /tmp/Rtmp2Uiy2w/test2.tif is dispatched. #> #> Input is a character. Attempt to read it with terra::rast... -#> ℹ Your input function at /tmp/RtmpxL0QL4/test3.tif is dispatched. +#> ℹ Your input function at /tmp/Rtmp2Uiy2w/test3.tif is dispatched. #> #> Input is a character. Attempt to read it with terra::rast... -#> ℹ Your input function at /tmp/RtmpxL0QL4/test4.tif is dispatched. +#> ℹ Your input function at /tmp/Rtmp2Uiy2w/test4.tif is dispatched. #> #> Input is a character. Attempt to read it with terra::rast... -#> ℹ Your input function at /tmp/RtmpxL0QL4/test5.tif is dispatched. +#> ℹ Your input function at /tmp/Rtmp2Uiy2w/test5.tif is dispatched. #> user system elapsed -#> 1.714 0.139 2.718 +#> 1.354 0.149 2.602 knitr::kable(head(res)) ``` -| mean | base_raster | -|----------:|:--------------------------| -| 136.80203 | /tmp/RtmpxL0QL4/test1.tif | -| 189.76170 | /tmp/RtmpxL0QL4/test1.tif | -| 231.16968 | /tmp/RtmpxL0QL4/test1.tif | -| 98.03845 | /tmp/RtmpxL0QL4/test1.tif | -| 41.23463 | /tmp/RtmpxL0QL4/test1.tif | -| 270.96933 | /tmp/RtmpxL0QL4/test1.tif | +| mean | base\_raster | +| --------: | :------------------------ | +| 136.80203 | /tmp/Rtmp2Uiy2w/test1.tif | +| 189.76170 | /tmp/Rtmp2Uiy2w/test1.tif | +| 231.16968 | /tmp/Rtmp2Uiy2w/test1.tif | +| 98.03845 | /tmp/Rtmp2Uiy2w/test1.tif | +| 41.23463 | /tmp/Rtmp2Uiy2w/test1.tif | +| 270.96933 | /tmp/Rtmp2Uiy2w/test1.tif | ``` r + # remove temporary raster files file.remove(testfiles) #> [1] TRUE TRUE TRUE TRUE TRUE @@ -633,10 +626,10 @@ file.remove(testfiles) ## Parallelization of a generic geospatial operation -- Other than `chopin` internal macros, `chopin::par_*` functions - support generic geospatial operations. -- An example below uses `terra::nearest`, which gets the nearest - feature’s attributes, inside `chopin::par_grid`. +Other than `chopin` processing functions, `chopin::par_*()` functions +support generic geospatial operations. An example below uses +`terra::nearest()`, which gets the nearest feature’s attributes, inside +`chopin::par_grid()`. ``` r path_ncrd1 <- file.path(wdir, "ncroads_first.gpkg") @@ -648,7 +641,7 @@ pnts <- sf::st_as_sf(pnts) pnts$pid <- sprintf("RPID-%04d", seq(1, 5000)) rd1 <- sf::st_read(path_ncrd1) #> Reading layer `ncroads_first' from data source -#> `/tmp/RtmpPipkp9/temp_libpath2270313b1b582/chopin/extdata/ncroads_first.gpkg' +#> `/tmp/Rtmp95hGmV/temp_libpathd03e810c7b7fe/chopin/extdata/ncroads_first.gpkg' #> using driver `GPKG' #> Simple feature collection with 620 features and 4 fields #> Geometry type: MULTILINESTRING @@ -673,12 +666,11 @@ nccompreg <- #> Switch terra class to sf... ``` -- The figure below shows the padded grids (50 kilometers), primary - roads, and points. Primary roads will be selected by a padded grid - per iteration and used to calculate the distance from each point to - the nearest primary road. Padded grids and their overlapping areas - will look different according to `padding` argument in - `chopin::par_pad_grid`. +The figure below shows the padded grids (50 kilometers), primary roads, +and points. Primary roads will be selected by a padded grid per +iteration and used to calculate the distance from each point to the +nearest primary road. Padded grids and their overlapping areas will look +different according to `padding` argument in `chopin::par_pad_grid()`. ``` r # plot @@ -702,11 +694,11 @@ system.time( restr <- terra::nearest(x = terra::vect(pntst), y = terra::vect(rd1t)) ) #> user system elapsed -#> 0.602 0.000 0.603 +#> 0.396 0.000 0.396 pnt_path <- file.path(tdir, "pntst.gpkg") sf::st_write(pntst, pnt_path) -#> Writing layer `pntst' to data source `/tmp/RtmpxL0QL4/pntst.gpkg' using driver `GPKG' +#> Writing layer `pntst' to data source `/tmp/Rtmp2Uiy2w/pntst.gpkg' using driver `GPKG' #> Writing 5000 features with 1 fields and geometry type Point. # we use four threads that were configured above @@ -752,36 +744,51 @@ system.time( #> ℹ Input is a character. Trying to read with terra . #> ℹ Task at CGRIDID: 8 is successfully dispatched. #> user system elapsed -#> 0.079 0.005 0.448 +#> 0.110 0.000 0.574 ``` -- We will compare the results from the single-thread and multi-thread + - We will compare the results from the single-thread and multi-thread calculation. + + ``` r resj <- merge(restr, resd, by = c("from_x", "from_y")) all.equal(resj$distance.x, resj$distance.y) #> [1] TRUE ``` -- Users should be mindful of potential caveats in the parallelization - of nearest feature search, which may result in no or excess distance - depending on the distribution of the target dataset to which the - nearest feature is searched. - - For example, when one wants to calculate the nearest interstate - from rural homes with fine grids, some grids may have no - interstates then homes in such grids will not get any distance - to the nearest interstate. - - Such problems can be avoided by choosing `nx`, `ny`, and - `padding` values in `par_pad_grid` meticulously. +Users should be mindful of caveats in the parallelization of nearest +feature search, which may result in no or excess distance depending on +the distribution of the target dataset to which the nearest feature is +searched. For example, when one wants to calculate the nearest +interstate from rural homes with fine grids, some grids may have no +interstates then homes in such grids will not get any distance to the +nearest interstate. Such problems can be avoided by choosing `nx`, `ny`, +and `padding` values in `par_pad_grid()` meticulously. + +## Caveats + +### Why parallelization is slower than the ordinary function run? + +Parallelization may underperform when the datasets are too small to take +advantage of divide-and-compute approach, where parallelization overhead +is involved. Overhead here refers to the required amount of +computational resources for transferring objects to multiple processes. +Since the demonstrations above use quite small datasets, the advantage +of parallelization was not as noticeable as it was expected. Should a +large amount of data (spatial/temporal resolution or number of files, +for example) be processed, users could find the efficiency of this +package. A vignette in this package demonstrates use cases extracting +various climate/weather datasets. ### Notes on data restrictions -- `chopin` works best with **two-dimensional** (**planar**) - geometries. Users should disable `s2` spherical geometry mode in - `sf` by setting. Running any `chopin` functions at spherical or - three-dimensional (e.g., including M/Z dimensions) geometries may - produce incorrect or unexpected results. +`chopin` works best with **two-dimensional** (**planar**) geometries. +Users should disable `s2` spherical geometry mode in `sf` by setting. +Running any `chopin` functions at spherical or three-dimensional (e.g., +including M/Z dimensions) geometries may produce incorrect or unexpected +results. ``` r sf::sf_use_s2(FALSE) diff --git a/codemeta.json b/codemeta.json index 252c48c..c8f0488 100644 --- a/codemeta.json +++ b/codemeta.json @@ -7,13 +7,13 @@ "codeRepository": "https://github.com/NIEHS/chopin", "issueTracker": "https://github.com/NIEHS/chopin/issues", "license": "https://spdx.org/licenses/MIT", - "version": "0.7.8.20240817", + "version": "0.8.0.20240903", "programmingLanguage": { "@type": "ComputerLanguage", "name": "R", "url": "https://r-project.org" }, - "runtimePlatform": "R version 4.3.2 (2023-10-31)", + "runtimePlatform": "R version 4.4.1 (2024-06-14)", "author": [ { "@type": "Person", @@ -368,7 +368,7 @@ }, "SystemRequirements": "NetCDF4" }, - "fileSize": "27933.593KB", + "fileSize": "27899.362KB", "releaseNotes": "https://github.com/NIEHS/chopin/blob/master/NEWS.md", "readme": "https://github.com/NIEHS/chopin/blob/main/README.md", "contIntegration": ["https://github.com/NIEHS/chopin/actions", "https://github.com/NIEHS/chopin/actions/workflows/check-standard.yaml"], diff --git a/man/chopin-package.Rd b/man/chopin-package.Rd index d2f420d..1ea54d7 100644 --- a/man/chopin-package.Rd +++ b/man/chopin-package.Rd @@ -157,6 +157,56 @@ pm <- }\if{html}{\out{}} } +\section{Function selection guide for \verb{par_*()}}{ + +We provide two flowcharts to help users choose the right function for +parallel processing. The raster-oriented flowchart is for users who +want to start with raster data, and the vector-oriented flowchart +is for users with large vector data. + +In \strong{raster-oriented selection}, we suggest four factors to consider: +\itemize{ +\item Number of raster files: for multiple files, \code{par_multirasters} is recommended. When there are multiple rasters that share the same extent and resolution, consider stacking the rasters into multilayer SpatRaster object by calling \code{terra::rast(filenames)}. +\item Raster resolution: We suggest 100 meters as a threshold. Rasters with resolution coarser than 100 meters and a few layers would be better for the direct call of \code{exactextractr::exact_extract()}. +\item Raster extent: Using \code{SpatRaster} in \code{exactextractr::exact_extract()} is often minimally affected by the raster extent. +\item Memory size: \code{max_cells_in_memory} argument value of \code{exactextractr::exact_extract()}, raster resolution, and the number of layers in \code{SpatRaster} are multiplicatively related to the memory usage. +} + +For \strong{vector-oriented selection}, we suggest three factors to consider: +\itemize{ +\item Number of features: When the number of features is over 100,000, consider using \code{par_grid} or \code{par_hierarchy} to split the data into smaller chunks. +\item Hierarchical structure: If the data has a hierarchical structure, consider using \code{par_hierarchy} to parallelize the operation. +\item Data grouping: If the data needs to be grouped in similar sizes, consider using \code{par_pad_balanced} or \code{par_pad_grid} with \code{mode = "grid_quantile"}. +} +} + +\section{Caveats}{ + +\strong{Why parallelization is slower than the ordinary function run?} +Parallelization may underperform when the datasets are too small +to take advantage of divide-and-compute approach, where +parallelization overhead is involved. Overhead here refers to +the required amount of computational resources for transferring +objects to multiple processes. Since the demonstrations above +use quite small datasets, the advantage of parallelization was not +as noticeable as it was expected. Should a large amount of +data (spatial/temporal resolution or number of files, +for example) be processed, users could find the efficiency of this +package. A vignette in this package demonstrates use cases +extracting various climate/weather datasets. + +\strong{Notes on data restrictions} + +\code{chopin} works best with \strong{two-dimensional} (\strong{planar}) geometries. +Users should disable \code{s2} spherical geometry mode in \code{sf} by setting. +Running any \code{chopin} functions at spherical or three-dimensional +(e.g., including M/Z dimensions) geometries +may produce incorrect or unexpected results. + +\if{html}{\out{
}}\preformatted{sf::sf_use_s2(FALSE) +}\if{html}{\out{
}} +} + \seealso{ Useful links: \itemize{ diff --git a/man/clip_ras_ext.Rd b/man/clip_ras_ext.Rd index 01553e4..9488927 100644 --- a/man/clip_ras_ext.Rd +++ b/man/clip_ras_ext.Rd @@ -14,9 +14,10 @@ clip_ras_ext(x = NULL, y = NULL, radius = NULL, nqsegs = 180L, extrusion = 1.1) \item{radius}{numeric(1). buffer radius. This value will be automatically multiplied by \code{extrusion}} -\item{nqsegs}{integer(1). the number of points per a quarter circle} +\item{nqsegs}{integer(1). the number of points per a quarter circle. +Default is 180L.} -\item{extrusion}{numeric(1). Extrusion factor for the extent. Default is 1.1} +\item{extrusion}{numeric(1). Extrusion factor for the extent. Default is 1.1.} } \value{ A clipped \code{SpatRaster} object. diff --git a/man/extract_at.Rd b/man/extract_at.Rd index 8a3825f..7ce2f34 100644 --- a/man/extract_at.Rd +++ b/man/extract_at.Rd @@ -119,7 +119,9 @@ must have the same extent and resolution.} \item{id}{character(1). Unique identifier of each point.} -\item{func}{function taking one numeric vector argument.} +\item{func}{function taking one numeric vector argument. +Default is \code{"mean"} for all supported signatures in arguments +\code{x} and \code{y}.} \item{extent}{numeric(4) or SpatExtent. Extent of clipping vector. It only works with \code{points} of character(1) file path.} @@ -132,7 +134,8 @@ It only works with \code{points} of character(1) file path.} One of \code{"uniform"}, \code{"triweight"}, \code{"quartic"}, and \code{"epanechnikov"}} \item{kernel_func}{function. -Kernel function to apply to the extracted values.} +Kernel function to apply to the extracted values. +Default is \code{\link[stats:weighted.mean]{stats::weighted.mean()}}} \item{bandwidth}{numeric(1). 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a/man/get_clip_ext.Rd b/man/get_clip_ext.Rd index 68a24ae..4412e83 100644 --- a/man/get_clip_ext.Rd +++ b/man/get_clip_ext.Rd @@ -11,7 +11,9 @@ get_clip_ext(pnts, radius, extrusion = 1.1) \item{radius}{numeric(1). Buffer radius. It is assumed to be in meters} -\item{extrusion}{numeric(1). The extent extrusion factor.} +\item{extrusion}{numeric(1). The extent extrusion factor. +Default is 1.1, meaning that the actual padding is 10 percent +wider than \code{radius}.} } \value{ A \code{terra::ext} or sfc_POLYGON object of the computation extent. diff --git a/man/par_pad_balanced.Rd b/man/par_pad_balanced.Rd index ccf99c8..ebea44c 100644 --- a/man/par_pad_balanced.Rd +++ b/man/par_pad_balanced.Rd @@ -7,7 +7,8 @@ par_pad_balanced(points_in = NULL, ngroups, padding) } \arguments{ -\item{points_in}{\code{sf} or \code{SpatVector} object. Point geometries.} +\item{points_in}{\code{sf} or \code{SpatVector} object. Point geometries. +Default is NULL.} \item{ngroups}{integer(1). The number of groups.} @@ -24,12 +25,12 @@ Used for computation. } } \description{ -This function is an extension of \code{par_make_balanced} -to be compatible with \code{par_make_grid}, for which a set of padded grids -of the extent of input point subsets +This function utilizes \code{\link[anticlust:balanced_clustering]{anticlust::balanced_clustering()}} +to split the input into equal size subgroups then transform the data +to be compatible with the output of \code{\link{par_pad_grid}}, for which +a set of padded grids of the extent of input point subsets (as recorded in the field named \code{"CGRIDID"}) -is generated out of input points along with the output of -\code{par_make_balanced}. +is generated out of input points. } \examples{ library(terra) diff --git a/vignettes/v01_start.Rmd b/vignettes/v01_start.Rmd index 58f7c9e..a0e95e8 100644 --- a/vignettes/v01_start.Rmd +++ b/vignettes/v01_start.Rmd @@ -169,11 +169,19 @@ tail(pm) ``` +## Caveats -## Why parallelization is slower than the ordinary function run? +### Why parallelization is slower than the ordinary function run? - Parallelization may underperform when the datasets are too small to take advantage of divide-and-compute approach, where parallelization overhead is involved. Overhead here refers to the required amount of computational resources for transferring objects to multiple processes. - Since the demonstrations above use quite small datasets, the advantage of parallelization was not as noticeable as it was expected. Should a large amount of data (spatial/temporal resolution or number of files, for example) be processed, users could find the efficiency of this package. A vignette in this package demonstrates use cases extracting various climate/weather datasets. +### Notes on data restrictions +`chopin` works best with **two-dimensional** (**planar**) geometries. Users should disable `s2` spherical geometry mode in `sf` by setting. Running any `chopin` functions at spherical or three-dimensional (e.g., including M/Z dimensions) geometries may produce incorrect or unexpected results. + +```r +sf::sf_use_s2(FALSE) +``` + diff --git a/vignettes/v02_good_practice.Rmd b/vignettes/v02_good_practice.Rmd index 818d5fb..38c7cf7 100644 --- a/vignettes/v02_good_practice.Rmd +++ b/vignettes/v02_good_practice.Rmd @@ -13,22 +13,20 @@ knitr::opts_chunk$set(warning = FALSE, message = FALSE) ``` ## Assumptions -- Users can access multi-threaded central processing units and sufficient memory (i.e., at least 4GB/thread) -- Single-node calculation: as of version 0.3.0, `chopin` only supports single-node +Users can access multi-threaded central processing units and sufficient memory (i.e., at least 4GB/thread) ## Basic workflow ### Minimize errors -- Consider using `try()` or `tryCatch()` to let an error will not halt all the work without results, especially when using higher-level functions +Consider using `try()` or `tryCatch()` to let an error will not halt all the work without results, especially when using higher-level functions. ### Raster-Vector overlay -- Use `chopin::par_pad_grid` to make exhaustive and padded grid objects in `SpatVector` class -- `chopin::par_grid` filters features that **intersect** with each grid. Post-processing is necessary as polygons may be taken more than twice in parallelized calculation. If users have a field containing divisible and hierarchical information, dataset can be processed with `chopin::par_hierarchy`. +Use `chopin::par_pad_grid()` to make exhaustive and padded grid objects in `SpatVector` class. `chopin::par_grid()` filters features that **intersect** with each grid. Post-processing is necessary as polygons may be taken more than twice in parallelized calculation. If users have a field containing divisible and hierarchical information, dataset can be processed with `chopin::par_hierarchy()`. ### Customization -- `chopin` way to parallelize is to iterate calculation over a list then to use `future.apply` function -- If one wants to customize parallelization workflow like `chopin`, consider: - - Make list objects with: +`chopin` way to parallelize is to iterate calculation over a list then to use [`future.apply`](https://cran.r-project.org/web/packages/future.apply/index.html) function. If one wants to customize parallelization workflow like `chopin`, consider: + + - Make list objects with: - An extent vector in each element - Preprocessed vector objects with respect to each extent vector in the first list - Preferably all lists are named @@ -36,8 +34,6 @@ knitr::opts_chunk$set(warning = FALSE, message = FALSE) - Use file or database table paths instead of `SpatRaster` objects in `future` parallel processing workflow ### Save computing costs -- Most of HPC systems have CPU-memory usage quota for users -- Always run a small amount of data to estimate the total computational demand. - - `profvis::profvis()` helps to summarize runtime per function call and memory usage -- For testing, use `future::plan(future::sequential)` to see single-thread. Keep `chopin::par_pad_grid` arguments the same then only take one or two grids using `lapply`. Preferably the hardest case will be tested to estimate the maximum peak memory usage per thread. -- Submit a job with a proper amount of computational assets: each HPC management system offers tools to see statistics and task summaries. Use these records to plan asset allocation for the next time. +Most HPC systems have CPU-memory usage quota per user. Thus, it is always recommended to test your computation workflow with subsets in manageable sizes. +It can give you an estimate for the total computational demand. `profvis::profvis()` helps to summarize runtime per function call and memory usage. For testing, use `future::plan(future::sequential)` to see single-thread. Keep `chopin::par_pad_grid()` arguments the same then only take one or two grids using `lapply`. Preferably the hardest case will be tested to estimate the maximum peak memory usage per thread. +After prototyping, take the numbers as reference numbers to submit a job to HPC with a proper amount of computational assets: each HPC management system offers tools to see statistics and task summaries. Users are advised to use these records to plan asset allocation for the next time. diff --git a/vignettes/v03_par_pad_grid.Rmd b/vignettes/v03_par_pad_grid.Rmd index 621ff2d..73ce7e4 100644 --- a/vignettes/v03_par_pad_grid.Rmd +++ b/vignettes/v03_par_pad_grid.Rmd @@ -207,7 +207,8 @@ n_points <- terra::zonal( ncpoints_tr, grid_advanced1$original, - fun = "sum")[["n"]] + fun = "sum" + )[["n"]] grid_advanced1g <- grid_advanced1$original grid_advanced1g$n_points <- n_points @@ -268,7 +269,7 @@ terra::plot(ncpoints_tr, add = TRUE, col = "red", cex = 0.4) - `par_make_balanced()` uses `anticlust` package to split the point set into the balanced clusters. - In the background, `par_pad_balanced()` is run first to generate the equally sized clusters from the input. Then, padding is applied to the extent of each cluster to be compatible with `par_grid()`, where both the original and the padded grids are used. - Please note that `ngroups` argument value must be the **exact** divisor of the number of points. For example, in the example below, when one changes `ngroups` to `10L`, it will fail as the number of points is not divisible by 10. - - Consult the `anticlust` package for more details on the algorithm. + - Consult the [`anticlust`](https://cran.r-project.org/web/packages/anticlust/index.html) package for more details on the algorithm. - `par_pad_balanced()` makes a compatible object to the output of `par_pad_grid()` directly from the input points. - As illustrated in the figure below, the points will be split into `ngroups` clusters with the same number of points then processed in parallel by using the output object with `par_grid()`. diff --git a/vignettes/v04_climate_examples.Rmd b/vignettes/v04_climate_examples.Rmd index 415c9ef..c950b0a 100644 --- a/vignettes/v04_climate_examples.Rmd +++ b/vignettes/v04_climate_examples.Rmd @@ -47,7 +47,7 @@ The spatial resolution of TerraClimate data commensurates 5 km in the equator, w ## Prepare target datasets -We will consider the populated places centroids in the mainland United States (i.e., excluding Alaska, Hawaii, and the territories). We will use the `tigris` package to download the data. +We will consider the populated places centroids in the mainland United States (i.e., excluding Alaska, Hawaii, and the territories). We will use the [`tigris`](https://cran.r-project.org/web/packages/tigris/index.html) package to download the data. | Data | Number of features | Source | Type | |:-------------------:|:----------------|:----------------|:----------------| @@ -106,7 +106,7 @@ popplaceb <- sf::st_buffer(popplacep, dist = units::set_units(10, "km")) # TerraClimate -TerraClimate data are provided in yearly NetCDF files, each of which contains monthly layers. We will read the data with the `terra` package and preprocess the data to extract the annual mean and sum of the bands by types of columns. +TerraClimate data are provided in yearly NetCDF files, each of which contains monthly layers. We will read the data with the [`terra`](https://cran.r-project.org/web/packages/terra/index.html) package and preprocess the data to extract the annual mean and sum of the bands by types of columns. ```r