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105 lines
2.7 KiB
R
105 lines
2.7 KiB
R
library(shiny)
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server <- function(input, output, session) {
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# source("https://git.nikohuru.dk/au-phd/PhysicalActivityandStrokeOutcome/raw/branch/main/side%20projects/assignment.R")
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# source(here::here("R/group_assign.R"))
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dat <- reactive({
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# input$file1 will be NULL initially. After the user selects
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# and uploads a file, head of that data file by default,
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# or all rows if selected, will be shown.
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req(input$file1)
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# Make laoding dependent of file name extension (file_ext())
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ext <- file_extension(input$file1$datapath)
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tryCatch(
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{
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if (ext == "csv") {
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df <- utils::read.csv(input$file1$datapath,na.strings = c("NA", '""',""))
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} else if (ext %in% c("xls", "xlsx")) {
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df <- openxlsx::read.xlsx(input$file1$datapath,na.strings = c("NA", '""',""))
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} else if (ext == "ods") {
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df <- readODS::read_ods(file = file)
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} else {
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stop("Input file format has to be on of:
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'.csv', '.xls', '.xlsx' or '.ods'")
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}
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},
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error = function(e) {
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# return a safeError if a parsing error occurs
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stop(safeError(e))
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}
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)
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return(df)
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})
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dat_pre <- reactive({
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# req(input$file2)
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# Make laoding dependent of file name extension (file_ext())
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if (!is.null(input$file2$datapath)){
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ext <- file_extension(input$file2$datapath)
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if (ext == "csv") {
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df <- utils::read.csv(input$file2$datapath,na.strings = c("NA", '""',""))
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} else if (ext %in% c("xls", "xlsx")) {
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df <- openxlsx::read.xlsx(input$file2$datapath,na.strings = c("NA", '""',""))
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} else if (ext == "ods") {
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df <- readODS::read_ods(file = file)
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} else {
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stop("Input file format has to be on of:
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'.csv', '.xls', '.xlsx' or '.ods'")
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}
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return(df)
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} else {
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return(NULL)
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}
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})
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groups <-
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reactive({
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grouped <- prioritized_grouping(
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data = dat(),
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excess_space = input$excess,
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pre_grouped = dat_pre()
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)
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return(grouped)
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})
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plot.overall <- reactive({
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dplyr::case_match(input$overall.plot,
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"yes"~TRUE,
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"no"~FALSE,
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.default=NULL)
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})
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output$raw.data.tbl <- renderTable({
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groups()$export
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})
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output$pre.groups <- renderTable({
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dat_pre()
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})
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output$input <- renderTable({
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dat()
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})
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output$groups.plt <- renderPlot({
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grouping_plot(groups(),overall = plot.overall())
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})
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# Downloadable csv of selected dataset ----
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output$downloadData <- downloadHandler(
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filename = "prioritized_grouping.csv",
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content = function(file) {
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write.csv(groups()$export, file, row.names = FALSE)
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}
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)
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}
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