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library(arrow)
# install_arrow()
library(sf)
library(dplyr)
library(geobr)
library(duckdb)
# install extension
con <- duckdb::dbConnect(duckdb::duckdb(), dbdir=":memory:") # run on memory
DBI::dbExecute(con, "FORCE INSTALL httpfs")
DBI::dbExecute(con, "LOAD httpfs")
ext <- DBI::dbGetQuery(con, "FROM duckdb_extensions()")
muni <- geobr::lookup_muni(name_muni = 'Guarulhos')
muni <- geobr::read_municipality(code_muni = muni$code_muni)
bb <- sf::st_bbox(muni)
# https://cran.r-project.org/web/packages/overturemapsr/index.html
# https://walker-data.com/posts/overture-buildings/
# https://data.humdata.org/organization/meta
buildings <- open_dataset('s3://overturemaps-us-west-2/release/2024-05-16-beta.0/theme=buildings?region=us-west-2')
nrow(buildings)
df <- arrow::open_dataset('s3://overturemaps-us-west-2/release/2024-09-18.0')
names(df)
library(overturemapsr)
t <- overturemapsr::get_all_overture_types()
d <- overturemapsr::dataset_path(overture_type = 'locality')
df <- overturemapsr::record_batch_reader(overture_type = 'place', bbox = bb)
df$bbox <- NULL
df$sources <- NULL
df$names <- NULL
sapply(df, class)
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