library(tidyverse) extract_files <- function(repo, ext) { repo_name <- as.character(repo$name) path <- glue::glue("CRAN/{repo_name}.zip") files <- try(zip::zip_list(path), silent = TRUE) if (inherits(files, "try-error")) return(files) files$package <- repo_name files$content <- NA_character_ files <- files[tolower(fs::path_ext(files$filename)) == ext,] files <- files[files$uncompressed_size > 0, ] if (nrow(files) == 0) return(files) temp <- tempfile() on.exit(unlink(temp), add = TRUE) zip::unzip(path, files = files$filename, exdir = temp) content <- map_chr( files$filename, \(fname) read_file(fs::path(temp, fname)) ) files$content <- content files } # this contains the packages that we include in the dataset as they # have permissive licenses. packages <- arrow::read_parquet("packages.parquet") opt_out <- readr::read_lines("optout.txt") repos <- jsonlite::read_json("repos.json") %>% discard(\(repo) as.character(repo$name) %in% opt_out) library(future) plan(multisession, workers = 8) make_data <- function(repos, ext) { files <- furrr::future_map( repos, \(repo) extract_files(repo, ext), .progress = TRUE ) files <- files |> purrr::discard(\(x) inherits(x, "try-error")) |> dplyr::bind_rows() files <- files %>% select(package, path = filename, content, size = uncompressed_size) %>% left_join(packages %>% select(package, license = license_gh), by = "package") arrow::write_dataset( files, path = fs::path("data", ext), format = "parquet", basename_template = "data-{i}.parquet" ) } # R Files make_data(repos, "r") make_data(repos, "rmd") make_data(repos, "rd")