renderMenu resulting in strange formatting, R Shiny Dashboard - r

I am creating a sidebar menu from the Server of my Shiny app, but the formatting of the server-generated menu doesn't match with the menu created in the UI.
I have tried some shinyjs hide/show functions after assigning a div() to the menu which also ends up with an odd, non-matching format. I think renderMenu is probably the better path. I would prefer not to 'hack' with CSS, but any help is appreciated.
Here's a working script:
library(shiny)
library(shinydashboard)
ui <- dashboardPage(
dashboardHeader(title = 'Header'),
dashboardSidebar(
sidebarMenu(
menuItem('First Menu', tabName = 'first_menu'),
menuSubItem('sub1', tabName = 'sub_1'),
menuSubItem('sub2', tabName = 'sub_2'),
uiOutput('server_menu')
)
),
dashboardBody()
)
server <- function(input, output) {
output$server_menu <- renderMenu({
list(
menuItem('Second Menu', tabName = 'second_menu'),
menuSubItem('sub3', tabName = 'sub_3'),
menuSubItem('sub4', tabName = 'sub_4')
)
})
}
shinyApp(ui, server)
Which produces this result:
Any advice on how I can solve this would be awesome! Cheers

Instead of uiOutput, use menuItemOutput. Also, your hierarchy of menuItem and menuSubItem seems to be incorrect. menuSubItem should be child of menuItem
library(shiny)
library(shinydashboard)
ui <- dashboardPage(
dashboardHeader(title = 'Header'),
dashboardSidebar(
sidebarMenu(
menuItem(
'First Menu',
tabName = 'first_menu',
menuSubItem('sub1', tabName = 'sub_1'),
menuSubItem('sub2', tabName = 'sub_2')
),
menuItemOutput('server_menu') # Changed from uiOuput to menuItemOutput
)
),
dashboardBody()
)
server <- function(input, output) {
output$server_menu <- renderMenu({
list(
# modified hierarchies
menuItem(
'Second Menu',
tabName = 'second_menu',
menuSubItem('sub3', tabName = 'sub_3'),
menuSubItem('sub4', tabName = 'sub_4')
)
)
})
}
shinyApp(ui, server)

Related

SelectInput under menuitem is not working

There is a wrong display in shiny dashboard for the below code. The title "Yet to do" is getting displayed as soon as i run the app. I need that when I click on Bivariate Analysis. What is the issue here. This happened when I introduced selectinput under menu item. Earlier it was working well
library(shinydashboard)
library(shiny)
ui <- dashboardPage(
dashboardHeader(title = "Data Analysis"),
dashboardSidebar(
sidebarMenu(
menuItem("Univariate Analysis", tabName = "Univariate", icon =
icon("question"),selectInput("Factors",h5("Factors"),choices =
c("","A","B"))),
menuItem("Bivariate Analysis", tabName = "Bivariate", icon =
icon("question")))
),
dashboardBody(
tabItems(
tabItem(tabName = "Univariate",fluidRow(box(plotOutput("Plot1"),width =
1000,height = 1000),
box(plotOutput("Plot2"),width =
1000,height = 1000))),
tabItem(tabName = "Bivariate",h1("Yet to do")))
))
server <- function(input, output) {
}
shinyApp(ui, server)
It is related having selectInput() as menuItem(). I tried some options like creating menuSubItem etc. but couldn't get it to work. This is probably some bug so you may have to look around for a fix. For now, I'd suggest moving the selectInput inside dashboardBody() -
ui <- dashboardPage(
dashboardHeader(title = "Data Analysis"),
dashboardSidebar(
sidebarMenu(
menuItem("Univariate Analysis",
tabName = "Univariate", icon = icon("question")
# removing selectInput from here fixes the issue
# ,selectInput("Factors", h5("Factors"), choices = c("","A","B"))
),
# an option is to have selectInput by itself but probably not the layout you want
# selectInput("Factors", h5("Factors"), choices = c("","A","B")),
menuItem("Bivariate Analysis",
tabName = "Bivariate", icon = icon("question")
)
)
),
dashboardBody(
tabItems(
tabItem(tabName = "Univariate",
fluidRow(
# add selectInput somewhere on Univariate page
selectInput("Factors", h5("Factors"), choices = c("","A","B")),
box(plotOutput("Plot1"), width = "50%", height = "50%"),
box(plotOutput("Plot2"), width = "50%", height = "50%")
)
),
tabItem(tabName = "Bivariate",
h1("Yet to do")
)
)
)
)
server <- function(input, output) {}
shinyApp(ui, server)

Loading shiny module only when menu items is clicked

Background
Within a modular1 Shiny application, I would like to load module only when menu item on shinydashboard is clicked. If the menu item is not accessed I wouldn't like to load the module.
Basic application
app.R
# Libs
library(shiny)
library(shinydashboard)
# Source module
source("sample_module.R")
ui <- dashboardPage(
dashboardHeader(title = "Dynamic sidebar"),
dashboardSidebar(sidebarMenuOutput("menu")),
dashboardBody(tabItems(
tabItem(tabName = "tab_one", h1("Tab One")),
tabItem(tabName = "tab_two", sampleModuleUI("sampleModule"))
))
)
server <- function(input, output) {
callModule(sampleModuleServer, "sampleModule")
output$menu <- renderMenu({
sidebarMenu(
menuItem(
"Menu item 1",
icon = icon("calendar"),
tabName = "tab_one"
),
menuItem(
"Menu item 2",
icon = icon("globe"),
tabName = "tab_two"
)
)
})
}
shinyApp(ui, server)
sample_module.R
sampleModuleServer <- function(input, output, session) {
output$plot1 <- renderPlot({
plot(mtcars)
})
}
sampleModuleUI <- function(id) {
ns <- NS(id)
plotOutput(ns("plot1"))
}
Desired implementation
The desired implementation would load sample_module only when the relevant menu item is clicked. On the lines of 2:
Don't call callModule from inside observeEvent; keep it at the top level. Take the reactive expression that's returned, and use eventReactive to wrap it in the button click. And use the eventReactive from your outputs, etc.
x <- callModule(...)
y <- eventReactive(input$go, x())
output$tbl <- DT::renderDataTable(y())
Attempt
app.R (modified)
# Libs
library(shiny)
library(shinydashboard)
# Source module
source("sample_module.R")
ui <- dashboardPage(
dashboardHeader(title = "Dynamic sidebar"),
dashboardSidebar(sidebarMenuOutput("menu")),
dashboardBody(tabItems(
tabItem(tabName = "tab_one", h1("Tab One")),
tabItem(tabName = "tab_two", sampleModuleUI("sampleModule"))
))
)
server <- function(input, output) {
eventReactive(eventExpr = input$tab_two,
valueExpr = callModule(sampleModuleServer, "sampleModule")
)
output$menu <- renderMenu({
sidebarMenu(
menuItem(
"Menu item 1",
icon = icon("calendar"),
tabName = "tab_one"
),
menuItem(
"Menu item 2",
icon = icon("globe"),
tabName = "tab_two"
)
)
})
}
shinyApp(ui, server)
Problem
Application runs but the module does not load. Questions:
How to correctly call eventReactive on dashboard menu item? The tab_item does not seem to have id parameter is tabName equivalent in that context?
The linked discussion refers to refreshing one table. I'm trying to figure out example that will work with modules containing numerous interface element and elaborate server calls.
Clicking on Menu item 2 should display the content from the sample_module.R file.
1 Modularizing Shiny app code
2 Google groups: activate module with actionButton
Update
I've tried explicitly forcing module into application environment load using the following syntax:
eventReactive(eventExpr = input$tab_two,
valueExpr = callModule(sampleModuleServer, "sampleModule"),
domain = MainAppDomain
)
where
MainAppDomain <- getDefaultReactiveDomain()
Edit: Dropping Joe Cheng's top level statement:
# Libs
library(shiny)
library(shinydashboard)
# Source module
source("sample_module.R")
ui <- dashboardPage(
dashboardHeader(title = "Dynamic sidebar"),
dashboardSidebar(sidebarMenuOutput("menu")),
dashboardBody(tabItems(
tabItem(tabName = "tab_one", h1("Tab One")),
tabItem(tabName = "tab_two", sampleModuleUI("sampleModule"))
))
)
server <- function(input, output) {
observeEvent(input$tabs,{
if(input$tabs=="tab_two"){
callModule(sampleModuleServer, "sampleModule")
}
}, ignoreNULL = TRUE, ignoreInit = TRUE)
output$menu <- renderMenu({
sidebarMenu(id = "tabs",
menuItem(
"Menu item 1",
icon = icon("calendar"),
tabName = "tab_one"
),
menuItem(
"Menu item 2",
icon = icon("globe"),
tabName = "tab_two"
)
)
})
}
shinyApp(ui, server)
Furthermore, your sidebarMenu needs an id to access the selected tabs; please see the shinydashboard documentation.

Embed weather iframe into Shiny Dashboard

I am trying to embed the weather forecast from forecast.io in a Shiny dashboard. I originally had trouble with the ampersand but saw a post that provided an example of how to format HTML code with special characters. However, when I run the app I see a simple "Not Found", even though I know that the link works and is being formatted correctly. I'm not sure what I'm missing.
library(shiny)
library(shinydashboard)
ui <- dashboardPage(
dashboardHeader(title = "Dashboard"),
dashboardSidebar(
sidebarMenu(
menuItem("Dashboard", tabName = "dashboard", icon = icon("dashboard"))
)
),
dashboardBody(
tabItems(
# First tab content
tabItem(tabName = "dashboard",
fluidRow(
column(12,
mainPanel(htmlOutput("frame")
)
)
)
)
)
)
)
server <- shinyServer(function(input, output) {
output$frame <- renderUI({
tags$iframe(id = 'app', src = url("https://forecast.io/embed/#lat=42.3583&lon=-71.0603&name=Downtown Boston"), width = '100%')
})
})
shinyApp(ui,server)
Screen capture of error in Shiny Dashboard
Update with inserted dashboard
I transfered url from server to ui:
library(shiny)
library(shinydashboard)
ui <- dashboardPage(
dashboardHeader(title = "Dashboard"),
dashboardSidebar(
sidebarMenu(
menuItem("Dashboard",
tabName = "dashboard",
icon = icon("dashboard")
)
)
),
dashboardBody(
tabItems(
tabItem(
tabName = "dashboard",
fluidRow(
tags$iframe(
seamless = "seamless",
src = "https://forecast.io/embed/#lat=42.3583&lon=-71.0603&name=Downtown Boston",
height = 800, width = 1400
)
)
)
)
)
)
server <- function(input, output) {}
shinyApp(ui, server)

Dynamic sidebar menu RShiny

I have a problem with my dashboard.
I want create a dynamic sidebar menu, but by default, Menu item don't work. The user has to clic on it to show it. I have find an example on this problem
https://github.com/rstudio/shinydashboard/issues/71
but the solution don't work.
If you have ideas... thank you in advance
library(shiny)
library(shinydashboard)
ui <- dashboardPage(
dashboardHeader(title = "Dynamic sidebar"),
dashboardSidebar(
sidebarMenuOutput("menu")
),
dashboardBody(tabItems(
tabItem(tabName = "dashboard", h2("Dashboard tab content"))
))
)
server <- function(input, output) {
output$menu <- renderMenu({
sidebarMenu(id="mytabs",
menuItem("Menu item", tabName="dashboard", icon = icon("calendar"))
)
})
}
shinyApp(ui, server)
Here is a solution using updateTabItems.
library(shiny)
library(shinydashboard)
ui <- dashboardPage(
dashboardHeader(title = "Dynamic sidebar"),
dashboardSidebar(
sidebarMenu(id="mytabs",
sidebarMenuOutput("menu")
)
),
dashboardBody(tabItems(
tabItem(tabName = "dashboard", h2("Dashboard tab content"))
))
)
server <- function(input, output, session) {
output$menu <- renderMenu({
sidebarMenu(
menuItem("Menu item", tabName="dashboard", icon = icon("calendar"))
)
})
isolate({updateTabItems(session, "mytabs", "dashboard")})
}
shinyApp(ui, server)
To extend to dynamic menu you can see this exemple.
R shinydashboard dynamic menu selection
Edit : I think the isolate is not needed but I like to put it in a way to improve the reading of the code

How to add the same inputs into two tabItems in shinydashboard?

I am using shinydashboard to create the interface of my shiny App. However I want one input which appear in the two tabMenu. In the example below, I want to textInput i_test appears in menu menu1 and menu2.
How should I implement it? Thanks for any suggestions.
library(shiny)
library(shinydashboard)
# Side bar boardy
sidebar <- dashboardSidebar(
sidebarMenu(
id = 'menu_tabs'
, menuItem('menu1', tabName = 'menu1')
, menuItem('menu2', tabName = 'menu2')
, menuItem('menu3', tabName = 'menu3')
)
)
# Body board
body <- dashboardBody(
tabItems(
tabItem(
tabName = 'menu1',
textInput('i_test', 'Test')
),
tabItem(
tabName = 'menu2'
)
)
)
# Shiny UI
ui <- dashboardPage(
title = 'test',
dashboardHeader(),
sidebar,
body
)
server <- function(input, output, session) {
}
shinyApp(ui, server)
It seems that shiny always renders two distinct elements, even if you try to build the same element a second time.
Thats why i could only come up with a solution that only makes it look like the two text iputs are the same.
Check the Code:
library(shiny)
library(shinydashboard)
# Side bar boardy
sidebar <- dashboardSidebar(
sidebarMenu(
id = 'menu_tabs'
, menuItem('menu1', tabName = 'menu1')
, menuItem('menu2', tabName = 'menu2')
, menuItem('menu3', tabName = 'menu3')
)
)
# Body board
body <- dashboardBody(
tabItems(
tabItem(
tabName = 'menu1',
textInput('i_test_1', 'Test')
),
tabItem(
tabName = 'menu2',
textInput('i_test_2', 'Test')
),
tabItem(
tabName = 'menu3'
)
)
)
# Shiny UI
ui <- dashboardPage(
title = 'test',
dashboardHeader(),
sidebar,
body
)
server <- function(input, output, session) {
observe({
text1 <- input$i_test_1
updateTextInput(session, 'i_test_2', value = text1)
})
observe({
text2 <- input$i_test_2
updateTextInput(session, 'i_test_1', value = text2)
})
}
shinyApp(ui, server)

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