I am very new to Shiny and struggle to understand reactivity.
Context : I want user to choose a name for a column, add this column to a reactive table and then edit this table. The table is reactive (it comes from an uploaded file filtered by user).
Thanks to this answer everything work fine with a non-reactive table (see mydata <- mtcars[1:5,]
).
But it doesn't work when mydata
becomes reactive!
Here is a reproductible working example with NON-REACTIVE data from @dww answer:
library(rhandsontable)
ui <- fluidPage(
h2("The mtcars data"),
rHandsontableOutput("mytable"),
textInput('NewCol', 'Enter new column name'),
radioButtons("type", "Column type:",
c("Integer" = "integer",
"Floating point" = "numeric",
"Text" = "character")),
actionButton("goButton", "Update Table")
)
server <- function(input, output) {
mydata <- mtcars[1:5,]
output$mytable = renderRHandsontable(df())
df <- eventReactive(input$goButton, {
if(input$NewCol!=""&& !is.null(input$NewCol) && input$goButton>0){
if (input$type == "integer") v1 <- integer(NROW(mydata))
if (input$type == "numeric") v1 <- numeric(NROW(mydata))
if (input$type == "character") v1 <- character(NROW(mydata))
newcol <- data.frame(v1)
names(newcol) <- input$NewCol
mydata <<- cbind(mydata, newcol)
}
rhandsontable(mydata, stretchH = "all")
}, ignoreNULL = FALSE)
observe(if (!is.null(input$mytable)) mydata <<- hot_to_r(input$mytable))
}
shinyApp(ui,server)
I have unsuccessfully tried these changes inside the code (basically I have changed all mydata
for mydata()
):
server <- function(input, output) {
# mydata <- reactive({ }) #make mydata a reactive object
output$mytable = renderRHandsontable(df())
df <- eventReactive(input$goButton, {
if(input$NewCol!=""&& !is.null(input$NewCol) && input$goButton>0){
if (input$type == "integer") v1 <- integer(NROW(mydata()))
if (input$type == "numeric") v1 <- numeric(NROW(mydata()))
if (input$type == "character") v1 <- character(NROW(mydata()))
newcol <- data.frame(v1)
names(newcol) <- input$NewCol
mydata <<- cbind(mydata(), newcol)
}
rhandsontable(mydata(), stretchH = "all")
}, ignoreNULL = FALSE)
observe(if (!is.null(input$mytable)) mydata() <<- hot_to_r(input$mytable))}
I did not find this question answers/comments useful to answer my problem).
Could you explain how to use a reactive mydata
inside @dww awesome answer?