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Update server.R
Browse files
server.R
CHANGED
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@@ -1,145 +1,145 @@
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#Server.R
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library(shiny)
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library(rmarkdown)
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library(knitr)
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library(tinytex)
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# Function: Biological Age Calculation
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calculate_bioage <- function(age, gender, smoking_status, bmi, waist_circumference) {
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bioage <- age + (bmi * 0.1) + (ifelse(smoking_status == "Yes", 5, 0))
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return(bioage)
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}
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# Function: Validate User Inputs
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validate_inputs <- function(input) {
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validate(
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need(input$age > 0, "Age must be positive"),
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need(input$bmi > 0, "BMI must be positive"),
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need(input$waist_circumference > 0, "Waist circumference must be positive")
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)
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}
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# Function: Show Modal Dialog starting
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show_bioage_modal <- function(name, age, bioage) {
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# Determine the message based on BioAge vs Chronological Age.
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message <- if (bioage < age) {
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paste0(
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name, ", your BioAge is ", round(bioage, 2),
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" years, which is lower than your Chronological Age. Great job maintaining healthy habits!"
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)
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} else if (bioage > age) {
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paste0(
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name, ", your BioAge is ", round(bioage, 2),
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" years, which is higher than your Chronological Age. Consider focusing on healthier lifestyle choices."
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)
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} else {
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paste0(
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name, ", your BioAge matches your Chronological Age, indicating balanced health markers."
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)
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}
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# Modal dialogue starting
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showModal(
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modalDialog(
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title = tagList(h3(paste0(name, "'s BioAge"))),
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div(
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style = "text-align: center; margin-top: 20px;",
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fluidRow(
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column(5, div(
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p("Chronological Age", style = "font-weight: bold; font-size: 16px;"),
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p(paste(age, "years"), style = "font-size: 24px; font-weight: bold; color: #4CAF50;")
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)),
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column(2, div(
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p("→", style = "font-size: 32px; font-weight: bold; color: #888; margin-top: 25px;")
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)),
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column(5, div(
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p("BioAge", style = "font-weight: bold; font-size: 16px;"),
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p(paste(round(bioage, 2), "years"), style = "font-size: 24px; font-weight: bold; color: #2196F3;")
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))
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)
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),
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div(
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style = "text-align: center; margin-top: 20px;",
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p(message, style = "font-size: 16px; font-weight: bold;")
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),
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div(
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style = "text-align: center; margin-top: 10px;",
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p("Complete report sent to your WhatsApp", style = "font-size: 14px;"),
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p("xxxxxxxx4321", style = "font-size: 14px; color: #888;")
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),
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easyClose = TRUE
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)
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)
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}
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# Pdf report generation block
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generate_report <- function(params, output_file) {
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src <- normalizePath('report.Rmd') # Ensure 'report.Rmd' exists in your project directory
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# Copy Rmd file to a temporary directory ( using tinytex not LaTex) which is lite weight.
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owd <- setwd(tempdir())
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on.exit(setwd(owd))
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file.copy(src, 'report.Rmd', overwrite = TRUE)
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# Render the report with the provided parameters in the form entries
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rmarkdown::render(
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input = 'report.Rmd',
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output_file = output_file,
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output_format = 'pdf_document',
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envir = new.env(parent = globalenv()) # Use a new environment to avoid conflicts
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)
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}
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# Server Logic
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server <- function(input, output, session) {
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observeEvent(input$calculate, {
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validate_inputs(input)
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bioage <- calculate_bioage(
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age = input$age,
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gender = input$gender,
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smoking_status = ifelse(input$smoker, "Yes", "No"),
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bmi = input$bmi,
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waist_circumference = input$waist_circumference
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)
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# Pass required arguments explicitly
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show_bioage_modal(
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name = input$name,
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age = input$age,
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bioage = bioage
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)
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})
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output$downloadReport <- downloadHandler(
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filename = function() {
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paste("bioage_report_", Sys.Date(), ".pdf", sep = "")
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},
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content = function(file) {
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tryCatch({
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generate_report(
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params = list(
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name = input$name,
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age = input$age,
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bioage = calculate_bioage(
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age = input$age,
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gender = input$gender,
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smoking_status = ifelse(input$smoker, "Yes", "No"),
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bmi = input$bmi,
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waist_circumference = input$waist_circumference
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)
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),
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output_file = file
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)
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}, error = function(e) {
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showModal(modalDialog(
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title = "Error",
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paste("Failed to generate the report:", e$message),
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easyClose = TRUE
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))
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})
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}
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)
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}
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| 1 |
+
#Server.R
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| 2 |
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library(shiny)
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| 3 |
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library(rmarkdown)
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| 4 |
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library(knitr)
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library(tinytex)
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+
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# Function: Biological Age Calculation
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calculate_bioage <- function(age, gender, smoking_status, bmi, waist_circumference) {
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bioage <- age + (bmi * 0.1) + (ifelse(smoking_status == "Yes", 5, 0))
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return(bioage)
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}
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# Function: Validate User Inputs
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validate_inputs <- function(input) {
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validate(
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need(input$age > 0, "Age must be positive"),
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need(input$bmi > 0, "BMI must be positive"),
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need(input$waist_circumference > 0, "Waist circumference must be positive")
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)
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}
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# Function: Show Modal Dialog starting
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show_bioage_modal <- function(name, age, bioage) {
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# Determine the message based on BioAge vs Chronological Age.
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message <- if (bioage < age) {
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paste0(
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name, ", your BioAge is ", round(bioage, 2),
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" years, which is lower than your Chronological Age. Great job maintaining healthy habits!"
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)
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} else if (bioage > age) {
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paste0(
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name, ", your BioAge is ", round(bioage, 2),
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" years, which is higher than your Chronological Age. Consider focusing on healthier lifestyle choices."
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)
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} else {
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paste0(
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name, ", your BioAge matches your Chronological Age, indicating balanced health markers."
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)
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}
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# Modal dialogue starting
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showModal(
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modalDialog(
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title = tagList(div(style = "text-align: center;",h3(paste0(name, "'s BioAge")))),
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div(
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style = "text-align: center; margin-top: 20px;",
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fluidRow(
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column(5, div(
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p("Chronological Age", style = "font-weight: bold; font-size: 16px;"),
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p(paste(age, "years"), style = "font-size: 24px; font-weight: bold; color: #4CAF50;")
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)),
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column(2, div(
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p("→", style = "font-size: 32px; font-weight: bold; color: #888; margin-top: 25px;")
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)),
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column(5, div(
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p("BioAge", style = "font-weight: bold; font-size: 16px;"),
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p(paste(round(bioage, 2), "years"), style = "font-size: 24px; font-weight: bold; color: #2196F3;")
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))
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)
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),
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div(
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style = "text-align: center; margin-top: 20px;",
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p(message, style = "font-size: 16px; font-weight: bold;")
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),
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div(
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style = "text-align: center; margin-top: 10px;",
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p("Complete report sent to your WhatsApp", style = "font-size: 14px;"),
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p("xxxxxxxx4321", style = "font-size: 14px; color: #888;")
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),
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easyClose = TRUE
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)
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)
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}
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+
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+
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# Pdf report generation block
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generate_report <- function(params, output_file) {
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src <- normalizePath('report.Rmd') # Ensure 'report.Rmd' exists in your project directory
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+
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# Copy Rmd file to a temporary directory ( using tinytex not LaTex) which is lite weight.
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owd <- setwd(tempdir())
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on.exit(setwd(owd))
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file.copy(src, 'report.Rmd', overwrite = TRUE)
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+
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# Render the report with the provided parameters in the form entries
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rmarkdown::render(
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input = 'report.Rmd',
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output_file = output_file,
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output_format = 'pdf_document',
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envir = new.env(parent = globalenv()) # Use a new environment to avoid conflicts
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)
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}
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# Server Logic
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server <- function(input, output, session) {
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observeEvent(input$calculate, {
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validate_inputs(input)
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bioage <- calculate_bioage(
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age = input$age,
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gender = input$gender,
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smoking_status = ifelse(input$smoker, "Yes", "No"),
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bmi = input$bmi,
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waist_circumference = input$waist_circumference
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)
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+
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# Pass required arguments explicitly
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show_bioage_modal(
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name = input$name,
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age = input$age,
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bioage = bioage
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)
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})
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+
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output$downloadReport <- downloadHandler(
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filename = function() {
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paste("bioage_report_", Sys.Date(), ".pdf", sep = "")
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},
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content = function(file) {
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tryCatch({
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generate_report(
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params = list(
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name = input$name,
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age = input$age,
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bioage = calculate_bioage(
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age = input$age,
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gender = input$gender,
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smoking_status = ifelse(input$smoker, "Yes", "No"),
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bmi = input$bmi,
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waist_circumference = input$waist_circumference
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)
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),
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output_file = file
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)
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}, error = function(e) {
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showModal(modalDialog(
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title = "Error",
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paste("Failed to generate the report:", e$message),
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easyClose = TRUE
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))
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})
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}
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)
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}
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