In running the below code, observeEvent(input$matrix2, {...})
is nullifying observeEvent(input$matrix1, {...})
. Why is this happening and how do I fix?
Matrix 1 and matrix 2 are linked. Values from matrix 1 downstream to matrix 2 as matrix 2 "Scenario 1", and matrix 2 allows the user to input additional scenarios via horizontally-expanding matrix. Matrix 2 is rendered in modal dialog, after clicking the single action button. The App (plot) works fine when matrix 1 is input into first (plotting user inputs into both matrices 1 and 2 as it should); but when matrix 2 is viewed (with our without any user inputs into the matrix 2) before inputting into matrix 1, then matrix 1 is rendered useless. By useless I mean inputs into matrix 1 are no longer plotted.
Output for illustration purposes is simply the sum of matrix inputs, plotted over 10 periods, per sumMat(...)
function.
I've played around with all variations of isolate(...)
, req(...)
, etc., with no luck so far.
The images at the bottom illustrate the issue: the first 2 images show the App working well when inputting into matrix 1 first; the 3rd images shows the failure when accessing matrix 2 before matrix 1.
library(dplyr)
library(ggplot2)
library(shiny)
library(shinyMatrix)
sumMat <- function(x){return(rep(sum(x,na.rm = TRUE), 10))}
ui <- fluidPage(
sidebarLayout(
sidebarPanel(
matrixInput("matrix1",
value = matrix(c(60,5), ncol = 2, dimnames = list(NULL,c("X","Y"))),
rows = list(extend = TRUE, delete = TRUE), class = "numeric"),
actionButton("matrix2show","Add scenarios"),
),
mainPanel(plotOutput("plot"))
)
)
server <- function(input, output, session){
observeEvent(input$matrix1, {
tmpMat1 <- input$matrix1
if(any(rownames(input$matrix1) == "")){rownames(tmpMat1) <- paste("Row", seq_len(nrow(input$matrix1)))}
updateMatrixInput(session, inputId = "matrix1", value = tmpMat1)
})
observeEvent(input$matrix2, { ### updates matrix 2 to reflect larger of matrix 1 and matrix 2 rows
req(input$matrix1)
a <- apply(input$matrix2,2,'length<-',max(nrow(input$matrix2),nrow(input$matrix1)))
b <- apply(input$matrix1,2,'length<-',max(nrow(input$matrix2),nrow(input$matrix1)))
c <- if(length(a) == 2){c(b)} else {c(b,a[,-1:-2])}
d <- ncol(input$matrix2)
tmpMat2 <- matrix(c(c), ncol = d)
tmpMat2[1,2] <- input$matrix1[1,2]
colnames(tmpMat2) <- paste("Scenario",rep(1:ncol(tmpMat2),each=2,length.out=ncol(tmpMat2)))
rownames(tmpMat2) <- paste("Row", seq_len(nrow(input$matrix2)))
updateMatrixInput(session,inputId="matrix2",value=tmpMat2)
})
observeEvent(input$matrix2show,{
showModal(
modalDialog(
matrixInput("matrix2",
label = "Matrix 2 (Value Y applied in Period X):",
value = if(is.null(input$matrix2))
{matrix(c(input$matrix1[,1],input$matrix1[,2]),
ncol = 2, dimnames = list(NULL, rep("Scenario 1", 2)))}
else {input$matrix2},
rows = list(extend = TRUE, delete = TRUE),
cols = list(extend = TRUE, delta = 2, delete = TRUE, multiheader = TRUE),
class = "numeric"),
footer = tagList(modalButton("Exit box"))
))
})
plotData <- reactive({
tryCatch(
if(isTruthy(input$matrix2)){
lapply(seq_len(ncol(input$matrix2)/2), # column counter to set matrix index as it expands
function(i){
tibble(Scenario = colnames(input$matrix2)[i*2-1],
X = seq_len(10),Y = sumMat(input$matrix2[,(i*2-1):(i*2), drop = FALSE]))
}) %>% bind_rows()
}
else {tibble(Scenario = "Scenario 1", X = seq_len(10),Y = sumMat(input$matrix1))},
error = function(e) NULL)
})
output$plot <- renderPlot({
req(plotData())
plotData() %>% ggplot() + geom_line(aes(x = X, y = Y, colour = as.factor(Scenario)))
})
}
shinyApp(ui, server)
This is a partial solution. Each time you click on the actionButton, you are creating the same ID for matrix2. That is a problem as Shiny requires unique ID. Once we adjust for that, it works fine. See below. You still need to work on how to display the previous columns of input$matrix2. Also, it does not work if you skip matrix1.
library(dplyr)
library(ggplot2)
library(shiny)
library(shinyMatrix)
sumMat <- function(x){return(rep(sum(x,na.rm = TRUE), 10))}
ui <- fluidPage(
sidebarLayout(
sidebarPanel(
matrixInput("matrix1",
value = matrix(c(60,5), ncol = 2, dimnames = list(NULL,c("X","Y"))),
rows = list(extend = TRUE, delete = TRUE),
class = "numeric"),
actionButton("matrix2show","Add scenarios"),
),
mainPanel(plotOutput("plot"))
)
)
server <- function(input, output, session){
rv <- reactiveValues(tmpMat=NULL)
observeEvent(input$matrix1, {
if(any(rownames(input$matrix1) == "")){
tmpMat1 <- input$matrix1
rownames(tmpMat1) <- paste("Row", seq_len(nrow(tmpMat1)))
updateMatrixInput(session, inputId = "matrix1", value = tmpMat1)
}
})
observe({print(rv$tmpMat)})
observeEvent(input[[paste0("matrix2",input$matrix2show)]], {
req(input[[paste0("matrix2",input$matrix2show)]])
req(input$matrix1)
inputmatrix2 <- input[[paste0("matrix2",input$matrix2show)]]
inputmatrix1 <- input$matrix1
a <- apply(inputmatrix2,2,'length<-',max(nrow(inputmatrix2),nrow(inputmatrix1)))
b <- apply(inputmatrix1,2,'length<-',max(nrow(inputmatrix2),nrow(inputmatrix1)))
c <- if(length(a) == 2){c(b)} else {c(b,a[,-1:-2])}
d <- ncol(inputmatrix2)
tmpMat2 <- matrix(c(c), ncol = d)
tmpMat2[1,2] <- inputmatrix1[1,2] # drop matrix 1 value into row 1/col 2 of matrix 2
colnames(tmpMat2) <- paste("Scenario",rep(1:ncol(tmpMat2),each=2,length.out=ncol(tmpMat2)))
rownames(tmpMat2) <- paste("Row", seq_len(nrow(inputmatrix2))) # << ISSUE HERE!!
updateMatrixInput(session,inputId=paste0("matrix2",input$matrix2show),value=tmpMat2 )
rv$tmpMat <- tmpMat2 ## just checking...
})
observeEvent(input$matrix2show,{
ivalue <- matrix(c(input$matrix1[,1],input$matrix1[,2]),
ncol = 2, dimnames = list(NULL, rep("Scenario 1", 2)))
showModal(
modalDialog(
matrixInput(paste0("matrix2",input$matrix2show),
label = "Matrix 2 (Value Y applied in Period X):",
value = ivalue,
rows = list(extend = TRUE, delete = TRUE),
cols = list(extend = TRUE, delta = 2, delete = TRUE, multiheader = TRUE),
class = "numeric"),
footer = tagList(modalButton("Exit box"))
))
})
plotData <- reactive({
req(input$matrix1)
inputmatrix2 <- input[[paste0("matrix2",input$matrix2show)]]
tryCatch(
if(isTruthy(inputmatrix2)){
lapply(seq_len(ncol(inputmatrix2)/2), # column counter to set matrix index as it expands
function(i){
tibble(Scenario = colnames(inputmatrix2)[i*2-1],
X = seq_len(10),
Y = sumMat(inputmatrix2[,(i*2-1):(i*2), drop = FALSE])
)
}) %>% bind_rows()
}
else {tibble(Scenario = "Scenario 1", X = seq_len(10),Y = sumMat(input$matrix1))},
error = function(e) NULL
)
})
output$plot <- renderPlot({
req(plotData())
plotData() %>% ggplot() + geom_line(aes(x = X, y = Y, colour = as.factor(Scenario)))
})
}
shinyApp(ui, server)
The technical post webpages of this site follow the CC BY-SA 4.0 protocol. If you need to reprint, please indicate the site URL or the original address.Any question please contact:yoyou2525@163.com.