##----------------------------------------------------------------------------##
## WRANGLING ##
##----------------------------------------------------------------------------##
#' Convert kaggle output to tibble
#'
#' Convert kaggle response objects into informative tibbles
#'
#' @param x Output from kaggle function
#' @return Print out of summary info and a tibble of the data.
#' @export
kgl_as_tbl <- function(x) {
if (inherits(x, "response")) {
x <- tryCatch(as_json(x), error = function(e) as_parsed(x))
}
if (length(x) == 1 && is.list(x) && is.data.frame(x[[1]])) {
x <- x[[1]]
}
x <- tibble::as_tibble(x[!is_recursive(x)], validate = FALSE)
parse_datetimes(x)
}
parse_datetimes <- function(x) {
x[grep("deadline|date", names(x), ignore.case = TRUE)] <- lapply(
x[grep("deadline|date", names(x), ignore.case = TRUE)], parse_datetime
)
x
}
parse_datetime <- function(x) {
as.POSIXct(strptime(x, "%Y-%m-%dT%H:%M:%SZ", tz = "UTC"), tz = "UTC")
}
as_parsed <- function(x) httr::content(x)
as_json <- function(r) jsonlite::fromJSON(httr::content(r,
as = "text", encoding = "UTF-8"))
readlines <- function(x, ...) {
con <- file(x)
x <- readLines(con, warn = FALSE, encoding = "UTF-8", ...)
close(con)
x
}
##----------------------------------------------------------------------------##
## OBJECT VALIDATION ##
##----------------------------------------------------------------------------##
is_recursive <- function(x) vapply(x, is.recursive, logical(1))
##----------------------------------------------------------------------------##
## RENVIRON FUNS ##
##----------------------------------------------------------------------------##
set_renv <- function(...) {
dots <- list(...)
stopifnot(are_named(dots))
vars <- names(dots)
x <- paste0(names(dots), "=", dots)
x <- paste(x, collapse = "\n")
for (var in vars) {
check_renv(var)
}
append_lines(x, file = .Renviron())
readRenviron(.Renviron())
}
check_renv <- function(var = NULL) {
if (!file.exists(.Renviron())) return(invisible())
if (is_incomplete(.Renviron())) {
append_lines("", file = .Renviron())
}
if (!is.null(var)) {
clean_renv(var)
}
invisible()
}
.Renviron <- function() {
if (file.exists(".Renviron")) {
".Renviron"
} else {
file.path(home(), ".Renviron")
}
}
is_incomplete <- function(x) {
con <- file(x)
x <- tryCatch(readLines(con, encoding = "UTF-8"), warning = function(w) return(TRUE))
close(con)
ifelse(isTRUE(x), TRUE, FALSE)
}
has_name_ <- function(x, name) isTRUE(name %in% names(x))
define_args <- function(args, ...) {
dots <- list(...)
nms <- names(dots)
for (i in nms) {
if (!has_name_(args, i)) {
args[[i]] <- dots[[i]]
}
}
args
}
home <- function() {
if (!identical(Sys.getenv("HOME"), "")) {
file.path(Sys.getenv("HOME"))
} else {
file.path(normalizePath("~"))
}
}
append_lines <- function(x, ...) {
args <- define_args(
c(x, list(...)),
append = TRUE,
fill = TRUE
)
do.call("cat", args)
}
clean_renv <- function(var) {
x <- readlines(.Renviron())
x <- grep(sprintf("^%s=", var), x, invert = TRUE, value = TRUE)
writeLines(x, .Renviron())
}
are_named <- function(x) is_named(x) && !"" %in% names(x)
is_named <- function(x) !is.null(names(x))
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