FreesearchR/R/data-import.R

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#' data_import_ui <- function(id, include_title = TRUE) {
#' ns <- shiny::NS(id)
#'
#' shiny::fluidRow(
#' shiny::column(width = 2),
#' shiny::column(
#' width = 8,
#' shiny::h4("Choose your data source"),
#' shiny::br(),
#' shinyWidgets::radioGroupButtons(
#' inputId = "source",
#' selected = "env",
#' choices = c(
#' "File upload" = "file",
#' "REDCap server export" = "redcap",
#' "Local or sample data" = "env"
#' ),
#' width = "100%"
#' ),
#' shiny::helpText("Upload a file from your device, get data directly from REDCap or select a sample data set for testing from the app."),
#' shiny::br(),
#' shiny::br(),
#' shiny::conditionalPanel(
#' condition = "input.source=='file'",
#' import_file_ui(
#' id = "file_import",
#' layout_params = "dropdown",
#' title = "Choose a datafile to upload",
#' file_extensions = c(".csv", ".tsv", ".txt", ".xls", ".xlsx", ".rds", ".sas7bdat", ".ods", ".dta")
#' )
#' ),
#' shiny::conditionalPanel(
#' condition = "input.source=='redcap'",
#' m_redcap_readUI("redcap_import")
#' ),
#' shiny::conditionalPanel(
#' condition = "input.source=='env'",
#' import_globalenv_ui(id = "env", title = NULL)
#' ),
#' shiny::conditionalPanel(
#' condition = "input.source=='redcap'",
#' DT::DTOutput(outputId = "redcap_prev")
#' ),
#' shiny::br(),
#' shiny::br(),
#' shiny::h5("Specify variables to include"),
#' shiny::fluidRow(
#' shiny::column(
#' width = 6,
#' shiny::br(),
#' shiny::p("Filter by completeness threshold and manual selection:"),
#' shiny::br(),
#' shiny::br()
#' ),
#' shiny::column(
#' width = 6,
#' shinyWidgets::noUiSliderInput(
#' inputId = "complete_cutoff",
#' label = NULL,
#' min = 0,
#' max = 100,
#' step = 5,
#' value = 70,
#' format = shinyWidgets::wNumbFormat(decimals = 0),
#' color = datamods:::get_primary_color()
#' ),
#' shiny::helpText("Filter variables with completeness above the specified percentage."),
#' shiny::br(),
#' shiny::br(),
#' shiny::uiOutput(outputId = "import_var")
#' )
#' ),
#' shiny::br(),
#' shiny::br(),
#' shiny::actionButton(
#' inputId = "act_start",
#' label = "Start",
#' width = "100%",
#' icon = shiny::icon("play"),
#' disabled = TRUE
#' ),
#' shiny::helpText('After importing, hit "Start" or navigate to the desired tab.'),
#' shiny::br(),
#' shiny::br(),
#' shiny::column(width = 2)
#' )
#' )
#' }
#'
#'
#' data_import_server <- function(id) {
#' module <- function(input, output, session) {
#' ns <- session$ns
#'
#' rv <- shiny::reactiveValues(
#' data_original = NULL,
#' data_temp = NULL,
#' data = NULL,
#' code = list()
#' )
#'
#' data_file <- import_file_server(
#' id = "file_import",
#' show_data_in = "popup",
#' trigger_return = "change",
#' return_class = "data.frame",
#' read_fns = list(
#' ods = import_ods,
#' dta = function(file) {
#' haven::read_dta(
#' file = file,
#' .name_repair = "unique_quiet"
#' )
#' },
#' # csv = function(file) {
#' # readr::read_csv(
#' # file = file,
#' # na = consider.na,
#' # name_repair = "unique_quiet"
#' # )
#' # },
#' csv = import_delim,
#' tsv = import_delim,
#' txt = import_delim,
#' xls = import_xls,
#' xlsx = import_xls,
#' rds = function(file) {
#' readr::read_rds(
#' file = file,
#' name_repair = "unique_quiet"
#' )
#' }
#' )
#' )
#'
#' shiny::observeEvent(data_file$data(), {
#' shiny::req(data_file$data())
#' rv$data_temp <- data_file$data()
#' rv$code <- append_list(data = data_file$code(), list = rv$code, index = "import")
#' })
#'
#' data_redcap <- m_redcap_readServer(
#' id = "redcap_import" # ,
#' # output.format = "list"
#' )
#'
#' shiny::observeEvent(data_redcap(), {
#' # rv$data_original <- purrr::pluck(data_redcap(), "data")()
#' rv$data_temp <- data_redcap()
#' })
#'
#' output$redcap_prev <- DT::renderDT(
#' {
#' DT::datatable(head(data_redcap(), 5),
#' # DT::datatable(head(purrr::pluck(data_redcap(), "data")(), 5),
#' caption = "First 5 observations"
#' )
#' },
#' server = TRUE
#' )
#'
#' from_env <- datamods::import_globalenv_server(
#' id = "env",
#' trigger_return = "change",
#' btn_show_data = FALSE,
#' reset = reactive(input$hidden)
#' )
#'
#' shiny::observeEvent(from_env$data(), {
#' shiny::req(from_env$data())
#'
#' rv$data_temp <- from_env$data()
#' # rv$code <- append_list(data = from_env$code(),list = rv$code,index = "import")
#' })
#'
#' output$import_var <- shiny::renderUI({
#' shiny::req(rv$data_temp)
#'
#' preselect <- names(rv$data_temp)[sapply(rv$data_temp, missing_fraction) <= input$complete_cutoff / 100]
#'
#' shinyWidgets::virtualSelectInput(
#' inputId = "import_var",
#' label = "Select variables to include",
#' selected = preselect,
#' choices = names(rv$data_temp),
#' updateOn = "close",
#' multiple = TRUE,
#' search = TRUE,
#' showValueAsTags = TRUE
#' )
#' })
#'
#'
#' shiny::observeEvent(
#' eventExpr = list(
#' input$import_var
#' ),
#' handlerExpr = {
#' shiny::req(rv$data_temp)
#'
#' rv$data_original <- rv$data_temp |>
#' dplyr::select(input$import_var) |>
#' # janitor::clean_names() |>
#' default_parsing()
#' }
#' )
#'
#' return(shiny::reactive(rv$data_original))
#'
#' }
#'
#' shiny::moduleServer(
#' id = id,
#' module = module
#' )
#'
#' }
#'
#'
#' #' Test app for the data-import module
#' #'
#' #' @rdname data-import
#' #'
#' #' @examples
#' #' \dontrun{
#' #' data_import_demo_app()
#' #' }
#' data_import_demo_app <- function() {
#' ui <- shiny::fluidPage(
#' data_import_ui("data")
#' )
#' server <- function(input, output, session) {
#' data_val <- shiny::reactiveValues(data = NULL)
#'
#'
#' data_val$data <- data_import_server(id = "data")
#'
#' output$data_summary <- DT::renderDataTable(
#' {
#' shiny::req(data_val$data)
#' data_val$data()
#' },
#' options = list(
#' scrollX = TRUE,
#' pageLength = 5
#' ),
#' )
#' }
#' shiny::shinyApp(ui, server)
#' }