CODEWITHSUNDEEP
rshinyflexdashboard
RL_Pug
RL_Pug

Reputation: 857

R Shiny: How to read different CSV file based of user input?

I have a flexdashboard shiny app I am working on and trying to create a reactive function that imports different datasets (through read.csv()) based on the user input.

I have 2 empty csv files in a folder called "Test". One is called Oct 2021 and the other is called Nov 2021.

Rather than loading in all the csv files in - I would like the user to choose the name of the file and have it load in.

Here is my code

---
title: "Test"
output: 
  flexdashboard::flex_dashboard:
runtime: shiny
---

Page 1 
=====================================

Inputs {.sidebar}
-------------------------------------

```{r}
library(flexdashboard)
library(shiny)
library(DT)
library(readr)
```

```{r}
selectInput("input_type","Select Month:", c("Oct 2021", "Nov 2021"))
```

Column 
-----------------------------------------------------------------------

### DATA OUTPUTS HERE 

```{r}
#Prepare data here 

data <- reactive({
  tmp <- read.csv(input$input_type$"~Test/")
  tmp
})



```

```{r}

renderDataTable(
  datatable(
    data()
  )
)

```

I thought this would work but I get an error "$ operator is invalid for atomic vectors" enter image description here

Upvotes: 1

Views: 989

Answers (1)

jpdugo17
jpdugo17

Reputation: 7106

input$input_type is the name of the file, but to specify the complete path we need to paste some strings together. read.csv can be used like this:

read.csv(paste0('~/Test/', input$input_type, '.csv'))

Sample Shiny App:

library(shiny)
library(DT)

ui <- fluidPage(
  sidebarLayout(
    sidebarPanel(selectInput("input_type","Select Month:", c("Oct 2021", "Nov 2021")),
                 actionButton('load_csv', 'Load csv')),
   mainPanel(dataTableOutput('dt'))
  )
)

server <- function(input, output, session) {
  
  data <- eventReactive(input$load_csv, {
    read.csv(paste0('~/Test/', input$input_type, '.csv'))
  })
  
  output$dt <- renderDataTable({
    req(data())
    datatable(
      data()
    )}
  )
}

shinyApp(ui, server)

Upvotes: 1

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