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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) | |
} | |