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https://github.com/agdamsbo/FreesearchR.git
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updated ui/ux
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parent
1bfad4ba4c
commit
16adb622ee
10 changed files with 389 additions and 363 deletions
76
R/helpers.R
76
R/helpers.R
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@ -29,7 +29,7 @@ getfun <- function(x) {
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#' @return output file name
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#' @export
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#'
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write_quarto <- function(data,...) {
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write_quarto <- function(data, ...) {
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# Exports data to temporary location
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#
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# I assume this is more secure than putting it in the www folder and deleting
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@ -50,7 +50,7 @@ write_quarto <- function(data,...) {
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)
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}
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write_rmd <- function(data,...) {
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write_rmd <- function(data, ...) {
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# Exports data to temporary location
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#
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# I assume this is more secure than putting it in the www folder and deleting
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@ -210,17 +210,17 @@ file_export <- function(data, output.format = c("df", "teal", "list"), filename,
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#' default_parsing() |>
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#' str()
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default_parsing <- function(data) {
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name_labels <- lapply(data,\(.x) REDCapCAST::get_attr(.x,attr = "label"))
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name_labels <- lapply(data, \(.x) REDCapCAST::get_attr(.x, attr = "label"))
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out <- data |>
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REDCapCAST::parse_data() |>
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REDCapCAST::as_factor() |>
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REDCapCAST::numchar2fct(numeric.threshold = 8,character.throshold = 10) |>
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REDCapCAST::numchar2fct(numeric.threshold = 8, character.throshold = 10) |>
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REDCapCAST::as_logical() |>
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REDCapCAST::fct_drop()
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purrr::map2(out,name_labels,\(.x,.l){
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if (!(is.na(.l) | .l=="")) {
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purrr::map2(out, name_labels, \(.x, .l){
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if (!(is.na(.l) | .l == "")) {
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REDCapCAST::set_attr(.x, .l, attr = "label")
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} else {
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attr(x = .x, which = "label") <- NULL
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@ -238,12 +238,14 @@ default_parsing <- function(data) {
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#' @export
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#'
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#' @examples
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#' ds <- mtcars |> lapply(\(.x) REDCapCAST::set_attr(.x,label=NA,attr = "label"))
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#' ds |> remove_na_attr() |> str()
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remove_na_attr <- function(data,attr="label"){
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#' ds <- mtcars |> lapply(\(.x) REDCapCAST::set_attr(.x, label = NA, attr = "label"))
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#' ds |>
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#' remove_na_attr() |>
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#' str()
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remove_na_attr <- function(data, attr = "label") {
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out <- data |> lapply(\(.x){
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ls <- REDCapCAST::get_attr(data = .x,attr = attr)
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if (is.na(ls) | ls == ""){
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ls <- REDCapCAST::get_attr(data = .x, attr = attr)
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if (is.na(ls) | ls == "") {
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attr(x = .x, which = attr) <- NULL
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}
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.x
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@ -261,10 +263,10 @@ remove_na_attr <- function(data,attr="label"){
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#' @export
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#'
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#' @examples
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#'data.frame(a=1:10,b=NA, c=c(2,NA)) |> remove_empty_cols(cutoff=.5)
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remove_empty_cols <- function(data,cutoff=.7){
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filter <- apply(X = data,MARGIN = 2,FUN = \(.x){
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sum(as.numeric(!is.na(.x)))/length(.x)
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#' data.frame(a = 1:10, b = NA, c = c(2, NA)) |> remove_empty_cols(cutoff = .5)
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remove_empty_cols <- function(data, cutoff = .7) {
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filter <- apply(X = data, MARGIN = 2, FUN = \(.x){
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sum(as.numeric(!is.na(.x))) / length(.x)
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}) >= cutoff
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data[filter]
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}
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@ -280,18 +282,18 @@ remove_empty_cols <- function(data,cutoff=.7){
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#' @export
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#'
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#' @examples
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#' ls_d <- list(test=c(1:20))
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#' ls_d <- list(test = c(1:20))
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#' ls_d <- list()
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#' data.frame(letters[1:20],1:20) |> append_list(ls_d,"letters")
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#' letters[1:20]|> append_list(ls_d,"letters")
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append_list <- function(data,list,index){
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#' data.frame(letters[1:20], 1:20) |> append_list(ls_d, "letters")
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#' letters[1:20] |> append_list(ls_d, "letters")
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append_list <- function(data, list, index) {
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## This will overwrite and not warn
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## Not very safe, but convenient to append code to list
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if (index %in% names(list)){
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if (index %in% names(list)) {
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list[[index]] <- data
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out <- list
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} else {
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out <- setNames(c(list,list(data)),c(names(list),index))
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out <- setNames(c(list, list(data)), c(names(list), index))
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}
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out
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}
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@ -305,7 +307,33 @@ append_list <- function(data,list,index){
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#' @export
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#'
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#' @examples
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#' c(NA,1:10,rep(NA,3)) |> missing_fraction()
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missing_fraction <- function(data){
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NROW(data[is.na(data)])/NROW(data)
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#' c(NA, 1:10, rep(NA, 3)) |> missing_fraction()
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missing_fraction <- function(data) {
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NROW(data[is.na(data)]) / NROW(data)
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}
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#' Ultra short data dascription
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#'
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#' @param data
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#'
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#' @returns character vector
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#' @export
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#'
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#' @examples
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#' data.frame(
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#' sample(1:8, 20, TRUE),
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#' sample(c(1:8, NA), 20, TRUE)
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#' ) |> data_description()
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data_description <- function(data) {
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data <- if (shiny::is.reactive(data)) data() else data
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sprintf(
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i18n("Data has %s observations and %s variables, with %s (%s%%) complete cases"),
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nrow(data),
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ncol(data),
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sum(complete.cases(data)),
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signif(100 * (1 - missing_fraction(data)), 3)
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)
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}
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