R-Shiny: Select 输入对文件输入有反应
R-Shiny: Select input reactive on file input
我对 Shiny 很陌生,不确定我是否在远程执行此操作 correct/completely 过于简单化。我正在尝试将 headers 列从 excel fileInput 拉到 selectInput 下拉框中。
所以基本上我希望 select 框的选项由文件输入的 headers 确定。然后它会 link 进入我在服务器中的等式,这将根据列中的数据集(服务器中带有 input$col 的位)执行计算。
我感谢任何 comments/answers,
谢谢
编辑:我猜,我需要使用 uiOutput 和 renderUI 吗??
ui
ui <- fluidPage(theme = shinytheme(),
setBackgroundColor("white"),
titlePanel(img(src = "image.png", height = 125, width = 450)),
(h1("review app", style = "color:#337ab7")),
p("Calculate"),
headerPanel(h3("Input data here", style = "color:#337ab7")),
sidebarLayout(
sidebarPanel( position =c("left"), style = "color:#337ab7",
numericInput("SL",
"SL", 1, min=1, max=10),
numericInput("LT", "LT",0, min=0, max = 52),
fileInput("file1", 'choose file',
accept = c(".xlsx") ),
selectInput("col", "Column", choices = unique(colnames(input$file1)
)),
checkboxInput("smooth", "Clean my data", value = FALSE, width = NULL),
actionButton("action_Calc", label = "Refresh & Calculate", icon("redo"),
style="color: #fff; background-color: #337ab7; border-color: #2e6da4"),
),
mainPanel(
tabsetPanel(
tabPanel("SS", h1(textOutput("SS"), style = "color:#337ab7")),
tabPanel("guide", img(src = "guide.png", height = 200, width = 600)),
tabPanel("Mydata", div(tableOutput('contents'), style="font-size:55%"))
))))
服务器
server <- function(input, output) {
Data <- reactive({
req(input$file1)
inFile <- input$file1
read_excel(inFile$datapath, 1)
})
output$contents <- renderTable(bordered = TRUE, style= "border-color:#337ab7", hover = TRUE, {
Data()
})
values<- reactiveValues()
observe({
input$action_Calc
values$int<- isolate({ if (input$smooth) (round( input$SL*sqrt(input$LT/4)*sd( tsclean(Data()[[input$col]],
replace.missing = TRUE, lambda = NULL)) , digits= 2))
else (round( input$SL*sqrt(input$LT/4)*sd(Data()[[input$col]]), digits = 2)) })})
output$SS <- renderText({paste("Calculated is", values$int)} )
}
shinyApp(ui,服务器)
updatedSelectInput 应该为您完成。下面是一个最小的例子。
为了减少包依赖性,我改为加载 .csv 而不是 .xlsx。请注意,加载的文件未经验证,因此如果垃圾进入,您将得到垃圾。
library(shiny)
#UI
ui <- fluidPage(
selectInput('mydropdown', label = 'Select', choices = 'No choices here yet'),
fileInput('myfileinput', label = 'Select File', accept = c(".csv"))
)
#Server
server <- function(input, output, session) {
observeEvent(input$myfileinput, {
mytable <- read.csv(input$myfileinput$datapath)
updateSelectInput(session, "mydropdown", label = "Select", choices = colnames(mytable))
})
}
shinyApp(ui = ui, server = server)
我对 Shiny 很陌生,不确定我是否在远程执行此操作 correct/completely 过于简单化。我正在尝试将 headers 列从 excel fileInput 拉到 selectInput 下拉框中。 所以基本上我希望 select 框的选项由文件输入的 headers 确定。然后它会 link 进入我在服务器中的等式,这将根据列中的数据集(服务器中带有 input$col 的位)执行计算。 我感谢任何 comments/answers, 谢谢
编辑:我猜,我需要使用 uiOutput 和 renderUI 吗??
ui
ui <- fluidPage(theme = shinytheme(),
setBackgroundColor("white"),
titlePanel(img(src = "image.png", height = 125, width = 450)),
(h1("review app", style = "color:#337ab7")),
p("Calculate"),
headerPanel(h3("Input data here", style = "color:#337ab7")),
sidebarLayout(
sidebarPanel( position =c("left"), style = "color:#337ab7",
numericInput("SL",
"SL", 1, min=1, max=10),
numericInput("LT", "LT",0, min=0, max = 52),
fileInput("file1", 'choose file',
accept = c(".xlsx") ),
selectInput("col", "Column", choices = unique(colnames(input$file1)
)),
checkboxInput("smooth", "Clean my data", value = FALSE, width = NULL),
actionButton("action_Calc", label = "Refresh & Calculate", icon("redo"),
style="color: #fff; background-color: #337ab7; border-color: #2e6da4"),
),
mainPanel(
tabsetPanel(
tabPanel("SS", h1(textOutput("SS"), style = "color:#337ab7")),
tabPanel("guide", img(src = "guide.png", height = 200, width = 600)),
tabPanel("Mydata", div(tableOutput('contents'), style="font-size:55%"))
))))
服务器
server <- function(input, output) {
Data <- reactive({
req(input$file1)
inFile <- input$file1
read_excel(inFile$datapath, 1)
})
output$contents <- renderTable(bordered = TRUE, style= "border-color:#337ab7", hover = TRUE, {
Data()
})
values<- reactiveValues()
observe({
input$action_Calc
values$int<- isolate({ if (input$smooth) (round( input$SL*sqrt(input$LT/4)*sd( tsclean(Data()[[input$col]],
replace.missing = TRUE, lambda = NULL)) , digits= 2))
else (round( input$SL*sqrt(input$LT/4)*sd(Data()[[input$col]]), digits = 2)) })})
output$SS <- renderText({paste("Calculated is", values$int)} )
} shinyApp(ui,服务器)
updatedSelectInput 应该为您完成。下面是一个最小的例子。
为了减少包依赖性,我改为加载 .csv 而不是 .xlsx。请注意,加载的文件未经验证,因此如果垃圾进入,您将得到垃圾。
library(shiny)
#UI
ui <- fluidPage(
selectInput('mydropdown', label = 'Select', choices = 'No choices here yet'),
fileInput('myfileinput', label = 'Select File', accept = c(".csv"))
)
#Server
server <- function(input, output, session) {
observeEvent(input$myfileinput, {
mytable <- read.csv(input$myfileinput$datapath)
updateSelectInput(session, "mydropdown", label = "Select", choices = colnames(mytable))
})
}
shinyApp(ui = ui, server = server)