R DT::datatable中的文本输入解除绑定,我可以';别再绑了
我正在开发一个闪亮的应用程序,允许用户输入关于观察的评论。注释随后保存在后端的SQL数据库中。下面的代码是我当前应用程序的工作表示R DT::datatable中的文本输入解除绑定,我可以';别再绑了,r,shiny,dt,R,Shiny,Dt,我正在开发一个闪亮的应用程序,允许用户输入关于观察的评论。注释随后保存在后端的SQL数据库中。下面的代码是我当前应用程序的工作表示 library(shiny) library(DT) library(dplyr) mtcars$comment <- rep("", nrow(mtcars)) mtcars$row_id <- seq_len(nrow(mtcars)) AppData <- split(mtcars, mtcars[c("cyl", "am")]) # M
library(shiny)
library(DT)
library(dplyr)
mtcars$comment <- rep("", nrow(mtcars))
mtcars$row_id <- seq_len(nrow(mtcars))
AppData <- split(mtcars, mtcars[c("cyl", "am")])
# Makes a text input column out of a data frame
make_inputtable <- function(df){
df$comment <-
mapply(
function(comment, id){
as.character(textInput(inputId = sprintf("txt_comment_%s", id),
label = "",
value = comment))
},
comment = df$comment,
id = df$row_id,
SIMPLIFY = TRUE)
df
}
ui <- shinyUI(
fluidPage(
radioButtons(inputId = "rdo_cyl",
label = "Cylinders",
choices = sort(unique(mtcars$cyl)),
inline = TRUE),
h3("Automatic"),
actionButton(inputId = "btn_save_automatic",
label = "Save Comments"),
DT::dataTableOutput("am0"),
hr(),
h3("Manual"),
actionButton(inputId = "btn_save_manual",
label = "Save Comments"),
DT::dataTableOutput("am1"),
# unbind a datatable. Needs to be done before a table is redrawn.
tags$script(HTML(
"Shiny.addCustomMessageHandler('unbind-DT', function(id) {
Shiny.unbindAll($('#'+id).find('table').DataTable().table().node());
})"))
)
)
server <- shinyServer(function(input, output, session){
reactiveData <- reactiveValues(
am0_cyl4 = AppData[["4.0"]],
am0_cyl6 = AppData[["6.0"]],
am0_cyl8 = AppData[["8.0"]],
am1_cyl4 = AppData[["4.1"]],
am1_cyl6 = AppData[["6.1"]],
am1_cyl8 = AppData[["8.1"]]
)
# Reactive Objects ------------------------------------------------
ref0 <- reactive({
sprintf("am0_cyl%s", input$rdo_cyl)
})
data0 <- reactive({
reactiveData[[ref0()]]
})
ref1 <- reactive({
sprintf("am1_cyl%s", input$rdo_cyl)
})
data1 <- reactive({
reactiveData[[ref1()]]
})
# Event Observers -------------------------------------------------
observeEvent(
input$btn_save_automatic,
{
in_field <- names(input)[grepl("^txt_comment_", names(input))]
in_field_id <- sub("^txt_comment_", "", in_field)
in_field_id <- as.numeric(in_field_id)
in_field_id <- in_field_id[in_field_id %in% data0()$row_id]
exist_frame <- data0()[c("row_id", "comment")]
new_frame <-
data.frame(
row_id = in_field_id,
comment = vapply(in_field_id,
function(id){ input[[sprintf("txt_comment_%s", id)]]},
character(1)),
stringsAsFactors = FALSE)
Compare <- left_join(exist_frame,
new_frame,
by = "row_id",
suffix = c("_exist", "_new")) %>%
filter(comment_exist != comment_new)
message(sprintf("* %s comment(s) saved", nrow(Compare)))
# Only perform the save operations if there are changes to be made.
if (nrow(Compare)){
session$sendCustomMessage("unbind-DT", "am0")
for(i in seq_len(nrow(Compare))){
row <- Compare$row_id
reactiveData[[ref0()]]$comment[reactiveData[[ref0()]]$row_id == row] <-
input[[sprintf("txt_comment_%s", row)]]
}
print(data0())
}
}
)
# Very similar to btn_save_automatic
observeEvent(
input$btn_save_manual,
{
in_field <- names(input)[grepl("^txt_comment_", names(input))]
in_field_id <- sub("^txt_comment_", "", in_field)
in_field_id <- as.numeric(in_field_id)
in_field_id <- in_field_id[in_field_id %in% data1()$row_id]
exist_frame <- data1()[c("row_id", "comment")]
new_frame <-
data.frame(
row_id = in_field_id,
comment = vapply(in_field_id,
function(id){ input[[sprintf("txt_comment_%s", id)]]},
character(1)),
stringsAsFactors = FALSE)
Compare <- left_join(exist_frame,
new_frame,
by = "row_id",
suffix = c("_exist", "_new")) %>%
filter(comment_exist != comment_new)
message(sprintf("* %s comment(s) saved", nrow(Compare)))
# Only perform the save operations if there are changes to be made.
if (nrow(Compare)){
session$sendCustomMessage("unbind-DT", "am1")
for(i in seq_len(nrow(Compare))){
row <- Compare$row_id
reactiveData[[ref1()]]$comment[reactiveData[[ref1()]]$row_id == row] <-
input[[sprintf("txt_comment_%s", row)]]
}
print(data1())
}
}
)
# Output Objects --------------------------------------------------
output$am0 <-
DT::renderDataTable({
make_inputtable(data0()) %>%
datatable(escape = -13,
options = list(preDrawCallback = DT::JS('function() { Shiny.unbindAll(this.api().table().node()); }'),
drawCallback = DT::JS('function() { Shiny.bindAll(this.api().table().node()); } ')))
})
output$am1 <-
DT::renderDataTable({
make_inputtable(data1()) %>%
datatable(escape = -13,
options = list(preDrawCallback = DT::JS('function() { Shiny.unbindAll(this.api().table().node()); }'),
drawCallback = DT::JS('function() { Shiny.bindAll(this.api().table().node()); } ')))
})
})
shinyApp(ui = ui, server = server)
正在发生的事情是,使用Cylinder=4的子集(单选按钮)加载表格,用户可以保存注释,进入Cylinder=6,保存注释,然后是Cylinder=8,然后保存注释。但是,如果我将圆柱体更改回已保存注释的值,则文本输入将解除绑定,并且不会保存任何注释。为了恢复功能,我必须重新启动应用程序。我发现这会激怒我的用户
如果返回到已使用的圆柱体值,我需要做什么来确保可以继续保存注释
很抱歉,这不是一个非常简洁的例子。当您输入注释时,控制台将打印保存的注释数,并显示更改的数据框,以便您可以比较应用程序中显示的内容
library(shiny)
library(DT)
library(dplyr)
mtcars$comment <- rep("", nrow(mtcars))
mtcars$row_id <- seq_len(nrow(mtcars))
AppData <- split(mtcars, mtcars[c("cyl", "am")])
# Makes a text input column out of a data frame
make_inputtable <- function(df){
df$comment <-
mapply(
function(comment, id){
as.character(textInput(inputId = sprintf("txt_comment_%s", id),
label = "",
value = comment))
},
comment = df$comment,
id = df$row_id,
SIMPLIFY = TRUE)
df
}
ui <- shinyUI(
fluidPage(
radioButtons(inputId = "rdo_cyl",
label = "Cylinders",
choices = sort(unique(mtcars$cyl)),
inline = TRUE),
h3("Automatic"),
actionButton(inputId = "btn_save_automatic",
label = "Save Comments"),
DT::dataTableOutput("am0"),
hr(),
h3("Manual"),
actionButton(inputId = "btn_save_manual",
label = "Save Comments"),
DT::dataTableOutput("am1"),
# unbind a datatable. Needs to be done before a table is redrawn.
tags$script(HTML(
"Shiny.addCustomMessageHandler('unbind-DT', function(id) {
Shiny.unbindAll($('#'+id).find('table').DataTable().table().node());
})"))
)
)
server <- shinyServer(function(input, output, session){
reactiveData <- reactiveValues(
am0_cyl4 = AppData[["4.0"]],
am0_cyl6 = AppData[["6.0"]],
am0_cyl8 = AppData[["8.0"]],
am1_cyl4 = AppData[["4.1"]],
am1_cyl6 = AppData[["6.1"]],
am1_cyl8 = AppData[["8.1"]]
)
# Reactive Objects ------------------------------------------------
ref0 <- reactive({
sprintf("am0_cyl%s", input$rdo_cyl)
})
data0 <- reactive({
reactiveData[[ref0()]]
})
ref1 <- reactive({
sprintf("am1_cyl%s", input$rdo_cyl)
})
data1 <- reactive({
reactiveData[[ref1()]]
})
# Event Observers -------------------------------------------------
observeEvent(
input$btn_save_automatic,
{
in_field <- names(input)[grepl("^txt_comment_", names(input))]
in_field_id <- sub("^txt_comment_", "", in_field)
in_field_id <- as.numeric(in_field_id)
in_field_id <- in_field_id[in_field_id %in% data0()$row_id]
exist_frame <- data0()[c("row_id", "comment")]
new_frame <-
data.frame(
row_id = in_field_id,
comment = vapply(in_field_id,
function(id){ input[[sprintf("txt_comment_%s", id)]]},
character(1)),
stringsAsFactors = FALSE)
Compare <- left_join(exist_frame,
new_frame,
by = "row_id",
suffix = c("_exist", "_new")) %>%
filter(comment_exist != comment_new)
message(sprintf("* %s comment(s) saved", nrow(Compare)))
# Only perform the save operations if there are changes to be made.
if (nrow(Compare)){
session$sendCustomMessage("unbind-DT", "am0")
for(i in seq_len(nrow(Compare))){
row <- Compare$row_id
reactiveData[[ref0()]]$comment[reactiveData[[ref0()]]$row_id == row] <-
input[[sprintf("txt_comment_%s", row)]]
}
print(data0())
}
}
)
# Very similar to btn_save_automatic
observeEvent(
input$btn_save_manual,
{
in_field <- names(input)[grepl("^txt_comment_", names(input))]
in_field_id <- sub("^txt_comment_", "", in_field)
in_field_id <- as.numeric(in_field_id)
in_field_id <- in_field_id[in_field_id %in% data1()$row_id]
exist_frame <- data1()[c("row_id", "comment")]
new_frame <-
data.frame(
row_id = in_field_id,
comment = vapply(in_field_id,
function(id){ input[[sprintf("txt_comment_%s", id)]]},
character(1)),
stringsAsFactors = FALSE)
Compare <- left_join(exist_frame,
new_frame,
by = "row_id",
suffix = c("_exist", "_new")) %>%
filter(comment_exist != comment_new)
message(sprintf("* %s comment(s) saved", nrow(Compare)))
# Only perform the save operations if there are changes to be made.
if (nrow(Compare)){
session$sendCustomMessage("unbind-DT", "am1")
for(i in seq_len(nrow(Compare))){
row <- Compare$row_id
reactiveData[[ref1()]]$comment[reactiveData[[ref1()]]$row_id == row] <-
input[[sprintf("txt_comment_%s", row)]]
}
print(data1())
}
}
)
# Output Objects --------------------------------------------------
output$am0 <-
DT::renderDataTable({
make_inputtable(data0()) %>%
datatable(escape = -13,
options = list(preDrawCallback = DT::JS('function() { Shiny.unbindAll(this.api().table().node()); }'),
drawCallback = DT::JS('function() { Shiny.bindAll(this.api().table().node()); } ')))
})
output$am1 <-
DT::renderDataTable({
make_inputtable(data1()) %>%
datatable(escape = -13,
options = list(preDrawCallback = DT::JS('function() { Shiny.unbindAll(this.api().table().node()); }'),
drawCallback = DT::JS('function() { Shiny.bindAll(this.api().table().node()); } ')))
})
})
shinyApp(ui = ui, server = server)
库(闪亮)
图书馆(DT)
图书馆(dplyr)
mtcars$comment您解除绑定的时间太早或太晚,我无法从您发布的代码片段中确定。是否可以将同一类型的多个对象绑定到
编辑:
我觉得这句话很可疑:
# unbind a datatable. Needs to be done before a table is redrawn.
tags$script(HTML(
"Shiny.addCustomMessageHandler('unbind-DT', function(id) {
Shiny.unbindAll($('#'+id).find('table').DataTable().table().node());
})")) )
似乎您要解除绑定两次,只绑定一次。抛开版本限制,下面是我如何使用最新的库(DT)
版本来实现这一点(希望对未来的读者有用,也许有一天您也会更新):
编辑:现在使用dataTableProxy
避免重新渲染
library(shiny)
library(DT)
ui <- shinyUI(
fluidPage(
radioButtons(inputId = "rdo_cyl",
label = "Cylinders",
choices = sort(unique(mtcars$cyl)),
inline = TRUE),
h3("Automatic"),
actionButton(inputId = "btn_save_automatic",
label = "Save Comments"), p(),
DTOutput("am0"),
hr(),
h3("Manual"),
actionButton(inputId = "btn_save_manual",
label = "Save Comments"), p(),
DTOutput("am1")
)
)
server <- shinyServer(function(input, output, session){
globalData <- mtcars
globalData$comment <- rep("", nrow(mtcars))
globalData$row_id <- seq_len(nrow(mtcars))
diabledCols <- grep("comment", names(globalData), invert = TRUE)
AppData <- reactiveVal(globalData)
automaticAppData <- reactive({
AppData()[AppData()[["cyl"]] %in% input$rdo_cyl & AppData()[["am"]] %in% "0", ]
})
manualAppData <- reactive({
AppData()[AppData()[["cyl"]] %in% input$rdo_cyl & AppData()[["am"]] %in% "1", ]
})
output$am0 <- DT::renderDT(
# isolate: render only once
expr = {isolate(automaticAppData())},
editable = list(target = "cell", disable = list(columns = diabledCols))
)
output$am1 <- DT::renderDT(
# isolate: render only once
expr = {isolate(manualAppData())},
editable = list(target = "cell", disable = list(columns = diabledCols))
)
observeEvent(input$btn_save_automatic, {
info = input$am0_cell_edit
str(info)
i = automaticAppData()$row_id[[info$row]]
j = info$col
v = info$value
globalData[i, j] <<- DT::coerceValue(v, globalData[i, j])
AppData(globalData)
# update database...
})
observeEvent(input$btn_save_manual, {
info = input$am1_cell_edit
str(info)
i = manualAppData()$row_id[[info$row]]
j = info$col
v = info$value
globalData[i, j] <<- DT::coerceValue(v, globalData[i, j])
AppData(globalData)
# update database...
})
am0Proxy <- dataTableProxy("am0")
am1Proxy <- dataTableProxy("am1")
observeEvent(automaticAppData(), {
replaceData(am0Proxy, automaticAppData(), resetPaging = FALSE)
})
observeEvent(manualAppData(), {
replaceData(am1Proxy, manualAppData(), resetPaging = FALSE)
})
})
shinyApp(ui = ui, server = server)
您使用textInput
s有什么具体原因吗?我会创建一个评论栏,并使其可编辑,参见第2.3章。这是一个选项吗?editable
参数不在我使用的DT
版本中。升级是一种选择,但会很费时,成本也会有点高。如果在当前代码库中无法解决此问题,则需要升级。我将用我们正在运行的版本更新这个问题。为了确保我理解,您是否建议创建六个不同的输出对象(而不是示例中的两个)来绑定?这是可能的。同样,重构时间将是一个巨大的复杂因素。实际上,这将导致54个不同的对象进行绑定。(当我启动应用程序时,这些评论不在路线图中,所以我会进行重大的重构)是的,那太糟糕了。我可以在这里了解更多有关流程的信息吗?基本上,就我所见,你是两次解绑,一次捆绑。我将编辑答案。希望有更有经验的人来看看这个问题:)我以为发生的是1。加载数据库中的数据,并呈现表。2.用户在输入框中输入评论,然后按“保存评论”3。注释将保存到数据库中。4.数据表和输入框未绑定。5.reactiveData
中的数据帧将被更新。这将触发要重绘的datatable对象。在重画时,我预计输入字段会被options
todatatable
中的drawCallback
参数反弹。但是我明白你所说的在preDrawCallback
和unbind DT
之间解绑两次是什么意思了。重载/重画和重新绑定是不同的命令。可能您需要删除一个解除绑定以防止它两次解除绑定,并在重新绑定后调用dt对象的重载函数。非常感谢。这是非常有帮助的。