a bit of trial and error. not completely satisfied with readcap_read-module yet

This commit is contained in:
Andreas Gammelgaard Damsbo 2024-12-09 14:00:44 +01:00
commit 00eb49c225
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16 changed files with 1186 additions and 383 deletions

View file

@ -10,13 +10,13 @@
#' @examples
#' getfun("stats::lm")
getfun <- function(x) {
if("character" %in% class(x)){
if ("character" %in% class(x)) {
if (length(grep("::", x)) > 0) {
parts <- strsplit(x, "::")[[1]]
requireNamespace(parts[1])
getExportedValue(parts[1], parts[2])
}
}else {
} else {
x
}
}
@ -29,20 +29,20 @@ getfun <- function(x) {
#' @return output file name
#' @export
#'
write_quarto <- function(data,...){
write_quarto <- function(data, ...) {
# Exports data to temporary location
#
# I assume this is more secure than putting it in the www folder and deleting
# on session end
temp <- tempfile(fileext = ".rds")
readr::write_rds(data,file=temp)
readr::write_rds(data, file = temp)
## Specifying a output path will make the rendering fail
## Ref: https://github.com/quarto-dev/quarto-cli/discussions/4041
## Outputs to the same as the .qmd file
quarto::quarto_render(execute_params = list(data.file=temp),
...
quarto::quarto_render(
execute_params = list(data.file = temp),
...
)
}
@ -87,7 +87,7 @@ read_input <- function(file, consider.na = c("NA", '""', "")) {
#' @return list
#' @export
#'
argsstring2list <- function(string){
argsstring2list <- function(string) {
eval(parse(text = paste0("list(", string, ")")))
}
@ -99,7 +99,7 @@ argsstring2list <- function(string){
#'
#' @return data.frame
#' @export
factorize <- function(data,vars){
factorize <- function(data, vars) {
if (!is.null(vars)) {
data |>
dplyr::mutate(
@ -123,29 +123,40 @@ dummy_Imports <- function() {
parameters::ci(),
DT::addRow(),
bslib::accordion()
)
#https://github.com/hadley/r-pkgs/issues/828
}
)
# https://github.com/hadley/r-pkgs/issues/828
}
file_export <- function(data,output.format=c("df","teal"),filename){
file_export <- function(data, output.format = c("df", "teal", "list"), filename, ...) {
output.format <- match.arg(output.format)
filename <- gsub("-","_",filename)
filename <- gsub("-", "_", filename)
if (output.format=="teal"){
if (output.format == "teal") {
out <- within(
teal_data(),
{
assign(name, value |> dplyr::bind_cols())
assign(name, value |>
dplyr::bind_cols() |>
REDCapCAST::parse_data() |>
REDCapCAST::as_factor() |>
REDCapCAST::numchar2fct())
},
value = data,
name = filename
)
datanames(out) <- filename
} else if (output.format=="df"){
} else if (output.format == "df") {
out <- data
} else if (output.format == "list") {
out <- list(
data = data,
name = filename
)
out <- c(out,...)
}
out

View file

@ -30,7 +30,6 @@ m_datafileUI <- function(id) {
}
m_datafileServer <- function(id, output.format = "df") {
ns <- shiny::NS(id)
shiny::moduleServer(id, function(input, output, session, ...) {
ns <- shiny::NS(id)
ds <- shiny::reactive({
@ -54,7 +53,7 @@ m_datafileServer <- function(id, output.format = "df") {
} else {
out <- input$include_vars
}
return(out)
out
})
output$data_input <-
@ -64,125 +63,262 @@ m_datafileServer <- function(id, output.format = "df") {
})
shiny::eventReactive(input$submit, {
shiny::req(input$file)
# shiny::req(input$file)
file_export(
data = ds()[base_vars()] |> REDCapCAST::numchar2fct(),
data <- shiny::isolate({
ds()[base_vars()]
})
file_export(data,
output.format = output.format,
filename = tools::file_path_sans_ext(input$file$name)
tools::file_path_sans_ext(input$file$name)
)
})
})
}
#' Shiny module to browser and export REDCap data
#'
#' @param id Namespace id
#' @rdname redcap_read_shiny_module
#'
#' @return shiny ui element
#' @export
m_redcap_readUI <- function(id) {
ns <- shiny::NS(id)
shiny::tagList(
shiny::textInput(
inputId = ns("uri"),
label = "URI",
value = "https://redcap.your.institution/api/"
),
shiny::textInput(
inputId = ns("api"),
label = "API token",
value = ""
),
shiny::tableOutput(outputId = ns("table")),
shiny::uiOutput(outputId = ns("fields")),
shiny::uiOutput(outputId = ns("instruments")),
shiny::uiOutput(outputId = ns("arms")),
shiny::actionButton(inputId = ns("submit"), "Submit")
server_ui <- fluidRow(
column(
width = 6,
shiny::textInput(
inputId = ns("uri"),
label = "URI",
value = "https://redcap.your.institution/api/"
),
shiny::textInput(
inputId = ns("api"),
label = "API token",
value = ""
)
)
)
params_ui <- fluidRow(
column(
width = 6,
shiny::uiOutput(outputId = ns("fields")),
shinyWidgets::switchInput(
inputId = "do_filter",
label = "Apply filter?",
value = FALSE,
inline = TRUE
),
# shiny::radioButtons(
# inputId = "do_filter",
# label = "Filter export?",
# selected = "no",
# inline = TRUE,
# choices = list(
# "No" = "no",
# "Yes" = "yes"
# )
# ),
shiny::conditionalPanel(
condition = "input.do_filter",
shiny::uiOutput(outputId = ns("arms")),
shiny::textInput(
inputId = ns("filter"),
label = "Optional filter logic (e.g., [gender] = 'female')"
)
)
)
)
shiny::fluidPage(
server_ui,
params_ui,
shiny::actionButton(inputId = ns("import"), label = "Import"),
shiny::br(),
DT::DTOutput(outputId = ns("table"))
# toastui::datagridOutput2(outputId = ns("table")),
# toastui::datagridOutput2(outputId = ns("data")),
# shiny::actionButton(inputId = ns("submit"), label = "Submit"),
# DT::DTOutput(outputId = ns("data_prev"))
)
}
m_redcap_readServer <- function(id, output.format="df") {
ns <- shiny::NS(id)
shiny::moduleServer(
id,
function(input, output, session,...) {
ns <- shiny::NS(id)
instr <- shiny::reactive({
#' @param output.format data.frame ("df") or teal data object ("teal")
#' @rdname redcap_read_shiny_module
#'
#' @return shiny server module
#' @export
#'
m_redcap_readServer <- function(id, output.format = c("df", "teal", "list")) {
output.format <- match.arg(output.format)
module <- function(input, output, session) {
# ns <- shiny::NS(id)
ns <- session$ns
dd <- shiny::reactive({
shiny::req(input$api)
shiny::req(input$uri)
REDCapR::redcap_metadata_read(
redcap_uri = input$uri,
token = input$api
)$data
})
arms <- shiny::reactive({
shiny::req(input$api)
shiny::req(input$uri)
REDCapR::redcap_event_read(
redcap_uri = input$uri,
token = input$api
)$data
})
output$fields <- shiny::renderUI({
shinyWidgets::virtualSelectInput(
inputId = ns("fields"),
label = "Multiple select:",
choices = dd() |>
dplyr::select(field_name, form_name) |>
(\(.x){
split(.x$field_name, .x$form_name)
})() # |>
# stats::setNames(instr()[["data"]][[2]])
,
updateOn = "close",
multiple = TRUE
)
})
output$arms <- shiny::renderUI({
shiny::selectizeInput(
# inputId = "arms",
inputId = ns("arms"),
selected = NULL,
label = "Filter by events/arms",
choices = arms()[[3]],
multiple = TRUE
)
})
output$table <- DT::renderDT(
{
shiny::req(input$api)
shiny::req(input$uri)
REDCapR::redcap_instruments(redcap_uri = input$uri, token = input$api)
})
output$instruments <- shiny::renderUI({
shiny::selectizeInput(
inputId = ns("instruments"),
# inputId = "instruments",
selected = NULL,
label = "Instruments to include",
choices = instr()[["data"]][[1]],
multiple = TRUE
# dd()[["data"]][c(1,2,4,5,6,8)]
data.df <- dd()[c(1, 2, 4, 5, 6, 8)]
DT::datatable(data.df,
caption = "Subset of data dictionary"
)
})
},
server = TRUE
)
dd <- shiny::reactive({
shiny::req(input$api)
shiny::req(input$uri)
REDCapR::redcap_metadata_read(redcap_uri = input$uri, token = input$api)
})
name <- reactive({
shiny::req(input$api)
REDCapR::redcap_project_info_read(
redcap_uri = input$uri,
token = input$api
)$data$project_title
})
output$fields <- shiny::renderUI({
shiny::selectizeInput(
# inputId = "fields",
inputId = ns("fields"),
selected = NULL,
label = "Fields/variables to include",
choices = dd()[["data"]][[1]],
multiple = TRUE
)
})
shiny::eventReactive(input$import, {
shiny::req(input$api)
record_id <- dd()[[1]][1]
arms <- shiny::reactive({
shiny::req(input$api)
shiny::req(input$uri)
REDCapR::redcap_event_read(redcap_uri = input$uri, token = input$api)
})
redcap_data <- REDCapCAST::read_redcap_tables(
uri = input$uri,
token = input$api,
fields = unique(c(record_id, input$fields)),
# forms = input$instruments,
events = input$arms,
raw_or_label = "both",
filter_logic = input$filter
) |>
REDCapCAST::redcap_wider() |>
dplyr::select(-dplyr::ends_with("_complete")) |>
dplyr::select(-dplyr::any_of(record_id)) |>
REDCapCAST::suffix2label()
output$arms <- shiny::renderUI({
shiny::selectizeInput(
# inputId = "arms",
inputId = ns("arms"),
selected = NULL,
label = "Arms/events to include",
choices = arms()[["data"]][[3]],
multiple = TRUE
)
})
out_object <- file_export(redcap_data,
output.format = output.format,
filename = name()
)
output$table <- shiny::renderTable({
dd()[["data"]]
})
shiny::eventReactive(input$submit, {
shiny::req(input$api)
data <- REDCapCAST::read_redcap_tables(
uri = input$uri,
token = input$api,
fields = unique(c(dd()[["data"]][[1]][1], input$fields)),
forms = input$instruments,
events = input$arms,
raw_or_label = "both"
)
info <- REDCapR::redcap_project_info_read(redcap_uri = input$uri,
token = input$api)
data |>
REDCapCAST::redcap_wider() |>
REDCapCAST::suffix2label() |>
REDCapCAST::as_factor() |>
dplyr::select(-dplyr::ends_with("_complete")) |>
dplyr::select(-dplyr::any_of(dd()[["data"]][[1]][1])) |>
file_export(
output.format = output.format,
filename = info$data$project_title
if (output.format == "list") {
out <- list(
data = shiny::reactive(redcap_data)
# meta = dd()[["dd"]],
# name = name,
# filter = input$filter
)
})
}
} else {
out <- out_object
}
return(out)
})
}
shiny::moduleServer(
id = id,
module = module
)
}
tdm_redcap_read <- teal::teal_data_module(
ui <- function(id) {
shiny::fluidPage(
m_redcap_readUI(id)
)
},
server = function(id) {
m_redcap_readServer(id, output.format = "teal")
}
)
tdm_data_upload <- teal::teal_data_module(
ui <- function(id) {
shiny::fluidPage(
m_datafileUI(id)
)
},
server = function(id) {
m_datafileServer(id, output.format = "teal")
}
)
redcap_app <- function() {
ui <- fluidPage(
m_redcap_readUI("data"),
DT::DTOutput(outputId = "redcap_prev")
)
server <- function(input, output, session) {
ds <- m_redcap_readServer("data")
output$redcap_prev <- DT::renderDT(
{
# df <- shiny::isolate(data_redcap())
# browser()
#
DT::datatable(ds(),
caption = "Observations"
)
},
server = TRUE
)
}
shinyApp(ui, server)
}
redcap_app()