Using filtered datatables in shiny

问题:

I am new to shiny but was wondering if there is any way to store a filtered datatable (using the column filters) in a R object so that this filtered data can be passed to histogram and plot functions.

EDIT May 7, 15: Including the author's expanded explanation from comments

I want the table to get filtered using the built-in column filters and then want the plot to automatically adjust. I've already tried the DT package but I don't like very much of the column filters that come with this package as it is not possible (I think) to remove the filters from a subset of the columns in the table

回答1:

Just building up on @JasonAizkalns's example, you can hide some of the built-in column filters using jQuery. for example here the first two are hidden:

library(shiny)
library(DT)

shinyApp(
  ui = fluidPage(dataTableOutput('tbl'),
                 plotOutput('plot1')),
  server = function(input, output) {    
    output$tbl = renderDataTable({
      datatable(iris, filter="top",options = list(lengthChange = FALSE),callback=JS("
           //hide column filters for the first two columns
          $.each([0, 1], function(i, v) {
                $('input.form-control').eq(v).hide()
              });"))
    })
    output$plot1 = renderPlot({
      filtered_data <- input$tbl_rows_all
      hist(iris[filtered_data, "Sepal.Length"])
    })
  }
)

回答2:

The example suggested by @NicE is very helpful. I am including a minimal example below:

library(shiny)
library(DT)

shinyApp(
  ui = fluidPage(dataTableOutput('tbl'),
                 plotOutput('plot1')),
  server = function(input, output) {    
    output$tbl = renderDataTable({
      datatable(iris, options = list(lengthChange = FALSE))
    })
    output$plot1 = renderPlot({
      filtered_data <- input$tbl_rows_all
      hist(iris[filtered_data, "Sepal.Length"])
    })
  }
)

This will generate a histogram of Sepal.Length from the iris data set for the filtered data in the DT::datatable.

Note: This assumes the following versions of DT and shiny:

DT_0.0.39 shiny_0.11.1.9005