cboettig's picture
better strategy with h3
5a7aca2
library(dplyr)
library(duckdbfs)
library(sf)
duckdbfs::load_h3()
as_dataset.sf <- function(sf, ...) {
# cludgy way to get polygon into duckdb as spatial data
tmp <- tempfile(fileext = ".fgb")
sf |> sf::st_transform(4326) |> sf::write_sf(tmp, append = FALSE)
aoi <- duckdbfs::open_dataset(tmp, ...)
aoi
}
get_h3_aoi <- function(aoi, zoom = 0L, precision = 6L) {
zoom <- as.integer(zoom)
# consider auto-retry at higher precision if subset is empty.
precision <- as.integer(precision)
res <- paste0("h", precision)
# multipolygon dump may not be needed for draw tools.
h3_aoi <- aoi |>
mutate(poly = array_extract(unnest(st_dump(geom)),"geom"),
h3id = h3_polygon_wkt_to_cells(poly,{precision}),
h3id = unnest(h3id)
) |>
mutate(h0 = h3_h3_to_string( h3_cell_to_parent(h3id, {zoom})),
h3id = h3_h3_to_string (h3id) ) |>
mutate(h0 = toupper(h0), h3id = toupper(h3id)) |>
select(h0, h3id) |>
as_view("h3_aoi")
}
hex_res <- function(x) {
x |>
utils::head(1) |>
dplyr::mutate(res = h3_get_resolution(h3id)) |>
dplyr::pull(res)
}
hex_join <- function(x,y) {
res_x <- hex_res(x)
res_y <- hex_res(y)
if (res_x > res_y) {
y <- y |>
dplyr::mutate(h3id = unnest(h3_cell_to_children(h3id, {res_x})),
h3id = toupper(h3id))
}
if (res_x < res_y) {
y <- y |>
dplyr::mutate(h3id = h3_cell_to_parent(h3id, {res_x}))
}
dplyr::inner_join(x, y)
}