2023-12-20 09:01:40 +01:00
|
|
|
#' Retrieve project API key if stored, if not, set and retrieve
|
|
|
|
#'
|
|
|
|
#' @param key.name character vector of key name
|
|
|
|
#'
|
|
|
|
#' @return character vector
|
|
|
|
#' @importFrom keyring key_list key_get key_set
|
|
|
|
#' @export
|
|
|
|
get_api_key <- function(key.name) {
|
|
|
|
if (key.name %in% keyring::key_list()$service) {
|
|
|
|
keyring::key_get(service = key.name)
|
|
|
|
} else {
|
2024-02-06 14:00:26 +01:00
|
|
|
keyring::key_set(service = key.name, prompt = "Provide REDCap API key:")
|
2023-12-20 09:01:40 +01:00
|
|
|
keyring::key_get(service = key.name)
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
#' Secure API key storage and data acquisition in one
|
|
|
|
#'
|
|
|
|
#' @param project.name The name of the current project (for key storage with
|
2024-02-06 14:00:26 +01:00
|
|
|
#' `keyring::key_set()`, using the default keyring)
|
2023-12-20 09:01:40 +01:00
|
|
|
#' @param widen.data argument to widen the exported data
|
2024-02-05 14:46:20 +01:00
|
|
|
#' @param uri REDCap database API uri
|
2023-12-20 09:01:40 +01:00
|
|
|
#' @param ... arguments passed on to `REDCapCAST::read_redcap_tables()`
|
|
|
|
#'
|
|
|
|
#' @return data.frame or list depending on widen.data
|
|
|
|
#' @export
|
2024-02-27 13:20:21 +01:00
|
|
|
easy_redcap <- function(project.name, widen.data = TRUE, uri, ...) {
|
2023-12-20 09:01:40 +01:00
|
|
|
key <- get_api_key(key.name = paste0(project.name, "_REDCAP_API"))
|
|
|
|
|
|
|
|
out <- read_redcap_tables(
|
2024-02-05 14:46:20 +01:00
|
|
|
uri = uri,
|
2024-02-06 14:00:26 +01:00
|
|
|
token = key,
|
2023-12-20 09:01:40 +01:00
|
|
|
...
|
|
|
|
)
|
|
|
|
|
2024-02-27 13:20:21 +01:00
|
|
|
if (widen.data) {
|
2024-02-06 14:00:26 +01:00
|
|
|
out <- out |> redcap_wider()
|
2023-12-20 09:01:40 +01:00
|
|
|
}
|
|
|
|
|
|
|
|
out
|
|
|
|
}
|
2024-11-26 14:46:11 +01:00
|
|
|
|
|
|
|
|
|
|
|
#' REDCap read function to preserve field labels and all factor levels
|
|
|
|
#'
|
|
|
|
#' @description
|
|
|
|
#' This works very much as `read_redcap_tables()` and might end up there
|
|
|
|
#'
|
|
|
|
#'
|
|
|
|
#' @param uri REDCap database API uri
|
|
|
|
#' @param token API token
|
|
|
|
#' @param records records to download
|
|
|
|
#' @param fields fields to download
|
|
|
|
#' @param events events to download
|
|
|
|
#' @param forms forms to download
|
|
|
|
#' @param split_forms Whether to split "repeating" or "all" forms, default is
|
|
|
|
#' "all".
|
|
|
|
#'
|
|
|
|
#' @return data.frame or list
|
|
|
|
#' @export
|
|
|
|
#'
|
|
|
|
read_redcap_labelled <- function(uri,
|
|
|
|
token,
|
|
|
|
records = NULL,
|
|
|
|
fields = NULL,
|
|
|
|
events = NULL,
|
|
|
|
forms = NULL,
|
|
|
|
split_forms = "all") {
|
|
|
|
m <-
|
|
|
|
REDCapR::redcap_metadata_read(redcap_uri = uri, token = token)[["data"]]
|
|
|
|
|
|
|
|
# Tests
|
|
|
|
if (!is.null(fields)) {
|
|
|
|
fields_test <- fields %in% c(m$field_name, paste0(unique(m$form_name), "_complete"))
|
|
|
|
|
|
|
|
if (any(!fields_test)) {
|
|
|
|
print(paste0(
|
|
|
|
"The following field names are invalid: ",
|
|
|
|
paste(fields[!fields_test], collapse = ", "), "."
|
|
|
|
))
|
|
|
|
stop("Not all supplied field names are valid")
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
if (!is.null(forms)) {
|
|
|
|
forms_test <- forms %in% unique(m$form_name)
|
|
|
|
|
|
|
|
if (any(!forms_test)) {
|
|
|
|
print(paste0(
|
|
|
|
"The following form names are invalid: ",
|
|
|
|
paste(forms[!forms_test], collapse = ", "), "."
|
|
|
|
))
|
|
|
|
stop("Not all supplied form names are valid")
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
if (!is.null(events)) {
|
|
|
|
arm_event_inst <- REDCapR::redcap_event_instruments(
|
|
|
|
redcap_uri = uri,
|
|
|
|
token = token
|
|
|
|
)
|
|
|
|
|
|
|
|
event_test <- events %in% unique(arm_event_inst$data$unique_event_name)
|
|
|
|
|
|
|
|
if (any(!event_test)) {
|
|
|
|
print(paste0(
|
|
|
|
"The following event names are invalid: ",
|
|
|
|
paste(events[!event_test], collapse = ", "), "."
|
|
|
|
))
|
|
|
|
stop("Not all supplied event names are valid")
|
|
|
|
}
|
|
|
|
}
|
|
|
|
|
|
|
|
# Getting dataset
|
|
|
|
d <- REDCapR::redcap_read(
|
|
|
|
redcap_uri = uri,
|
|
|
|
token = token,
|
|
|
|
fields = fields,
|
|
|
|
events = events,
|
|
|
|
forms = forms,
|
|
|
|
records = records,
|
|
|
|
raw_or_label = "raw"
|
|
|
|
)[["data"]]
|
|
|
|
|
|
|
|
# Applying labels
|
|
|
|
d <- purrr::imap(d, \(.x, .i){
|
|
|
|
if (.i %in% m$field_name) {
|
|
|
|
# Does not handle checkboxes
|
|
|
|
out <- set_attr(.x,
|
|
|
|
label = clean_field_label(m$field_label[m$field_name == .i]),
|
|
|
|
attr = "label"
|
|
|
|
)
|
|
|
|
out
|
|
|
|
} else {
|
|
|
|
.x
|
|
|
|
}
|
|
|
|
}) |> dplyr::bind_cols()
|
|
|
|
|
|
|
|
d <- purrr::imap(d, \(.x, .i){
|
|
|
|
if (any(c("radio", "dropdown") %in% m$field_type[m$field_name == .i])) {
|
|
|
|
format_redcap_factor(.x, m$select_choices_or_calculations[m$field_name == .i])
|
|
|
|
} else {
|
|
|
|
.x
|
|
|
|
}
|
|
|
|
}) |> dplyr::bind_cols()
|
|
|
|
|
|
|
|
# Process repeat instrument naming
|
|
|
|
# Removes any extra characters other than a-z, 0-9 and "_", to mimic raw
|
|
|
|
# instrument names.
|
|
|
|
if ("redcap_repeat_instrument" %in% names(d)) {
|
|
|
|
d$redcap_repeat_instrument <- clean_redcap_name(d$redcap_repeat_instrument)
|
|
|
|
}
|
|
|
|
|
|
|
|
# Processing metadata to reflect focused dataset
|
|
|
|
m <- focused_metadata(m, names(d))
|
|
|
|
|
|
|
|
# Splitting
|
|
|
|
out <- REDCap_split(d,
|
|
|
|
m,
|
|
|
|
forms = split_forms,
|
|
|
|
primary_table_name = ""
|
|
|
|
)
|
|
|
|
|
|
|
|
sanitize_split(out)
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
#' Very simple function to remove rich text formatting from field label
|
|
|
|
#' and save the first paragraph ('<p>...</p>').
|
|
|
|
#'
|
|
|
|
#' @param data field label
|
|
|
|
#'
|
|
|
|
#' @return character vector
|
|
|
|
#' @export
|
|
|
|
#'
|
|
|
|
#' @examples
|
|
|
|
#' clean_field_label("<div class=\"rich-text-field-label\"><p>Fazekas score</p></div>")
|
|
|
|
clean_field_label <- function(data) {
|
|
|
|
out <- data |>
|
|
|
|
lapply(\(.x){
|
|
|
|
unlist(strsplit(.x, "</"))[1]
|
|
|
|
}) |>
|
|
|
|
lapply(\(.x){
|
|
|
|
splt <- unlist(strsplit(.x, ">"))
|
|
|
|
splt[length(splt)]
|
|
|
|
})
|
|
|
|
Reduce(c, out)
|
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
format_redcap_factor <- function(data, meta) {
|
|
|
|
lvls <- strsplit(meta, " | ", fixed = TRUE) |>
|
|
|
|
unlist() |>
|
|
|
|
lapply(\(.x){
|
|
|
|
splt <- unlist(strsplit(.x, ", "))
|
|
|
|
stats::setNames(splt[1], nm = paste(splt[-1], collapse = ", "))
|
|
|
|
}) |>
|
|
|
|
(\(.x){
|
|
|
|
Reduce(c, .x)
|
|
|
|
})()
|
|
|
|
set_attr(data, label = lvls, attr = "labels") |>
|
|
|
|
set_attr(data, label = "labelled", attr = "class") |>
|
|
|
|
as_factor()
|
|
|
|
}
|