I am creating a Shiny app using structure as below:
library(shiny)
library(ggplot2)
dataset <- diamonds
ui <- fluidPage(
title = "Diamonds Explorer",
plotOutput('plot'),
hr(),
fluidRow(
selectInput("script", "Script:",
c("Script1" = "cyl",
"Script2" = "am",
"Script3" = "gear"))
)
)
)
Inside fluidRow I want to execute different small shiny apps cyl, am, gear producing different plots. Apps should be like in example below:
App cyl:
ui.R
# k-means only works with numerical variables,
# so don't give the user the option to select
# a categorical variable
vars <- setdiff(names(iris), "Species")
pageWithSidebar(
headerPanel('Iris k-means clustering'),
sidebarPanel(
selectInput('xcol', 'X Variable', vars),
selectInput('ycol', 'Y Variable', vars, selected = vars[[2]]),
numericInput('clusters', 'Cluster count', 3, min = 1, max = 9)
),
mainPanel(
plotOutput('plot1')
)
)
server.R
function(input, output, session) {
# Combine the selected variables into a new data frame
selectedData <- reactive({
iris[, c(input$xcol, input$ycol)]
})
clusters <- reactive({
kmeans(selectedData(), input$clusters)
})
output$plot1 <- renderPlot({
palette(c("#E41A1C", "#377EB8", "#4DAF4A", "#984EA3",
"#FF7F00", "#FFFF33", "#A65628", "#F781BF", "#999999"))
par(mar = c(5.1, 4.1, 0, 1))
plot(selectedData(),
col = clusters()$cluster,
pch = 20, cex = 3)
points(clusters()$centers, pch = 4, cex = 4, lwd = 4)
})
}
Each of this apps is saved in different scripts. How can I call this scripts based on some user selection as inside fluidRow?
Regards