В моем приложении Shiny есть вложенная таблица. Дочерняя таблица позволяет пользователю go вводить и вручную редактировать значения в нескольких столбцах (Share (%), Spot:30(%) и Spot:15(%)). Когда эти значения обновляются, строка итогов обновляется, и столбцы Gross CPP($) и Gross CPM($) также обновляются.
В таблице parent при обновлении значений child должны также обновляться parent Gross CPP($) и Gross CPM($). parent таблица Gross CPP($) и Gross CPM($) - это средневзвешенное значение child таблицы Gross CPP($) и Gross CPM($), где вес равен Share (%).
Моя проблема заключается в том, что Я не могу понять, как это сделать. Нужно ли, чтобы это происходило на стороне обратного вызова JavaScript или на стороне сервера R?
Таблица родителей и детей 
Данные дочерней таблицы:
structure(list(Daypart = c("Daytime", "Early Fringe", "Early Morning",
"Early News", "Late Fringe", "Late News", "Prime Access", "Prime Time"
), `Share (%)` = c(15, 15, 15, 15, 10, 10, 10, 10), `Spot:30 (%)` = c(0,
0, 0, 0, 0, 0, 0, 0), `Spot:15 (%)` = c(0, 0, 0, 0, 0, 0, 0,
0), `Gross CPM` = c("$0", "$0", "$0", "$0", "$0", "$0", "$0",
"$0")), .Names = c("Daypart", "Share (%)", "Spot:30 (%)", "Spot:15 (%)",
"Gross CPM"), row.names = c(NA, -8L), class = "data.frame")
Данные родительской таблицы:
structure(list(Market = c("ABILENE-SWEETWATER", "ALBANY-SCHENECTADY-TROY, NY"
), `Gross CPP` = c("$0", "$0"), `Gross CPM` = c("$0", "$0"),
`Historical Composite Gross CPP (if applicable)` = c("$0",
"$0"), `Historical Composite Gross CPM (if applicable)` = c("$0",
"$0")), .Names = c("Market", "Gross CPP", "Gross CPM", "Historical Composite Gross CPP (if applicable)",
"Historical Composite Gross CPM (if applicable)"), row.names = c(NA,
-2L), class = "data.frame")
Код
# The callback to format the datatable
parentRows <- which(Dat[,1] != "")
callback_js = JS(
"function onUpdate(updatedCell, updatedRow, oldValue) {};",
sprintf("var parentRows = [%s];", toString(parentRows-1)),
sprintf("var j0 = %d;", colIdx),
"var nrows = table.rows().count();",
"for(var i=0; i < nrows; ++i){",
" if(parentRows.indexOf(i) > -1){",
" table.cell(i,j0).nodes().to$().css({cursor: 'pointer'});",
" }else{",
" table.cell(i,j0).nodes().to$().removeClass('details-control');",
" }",
"}",
"",
"// make the table header of the nested table",
"var format = function(d, childId){",
" if(d != null){",
" var html = ",
" '<table class=\"display compact hover\" ' + ",
" 'style=\"padding-left: 30px;\" id=\"' + childId + '\"><thead><tr>';",
" for(var key in d[d.length-1][0]){",
" html += '<th>' + key + '</th>';",
" }",
" html += '</tr></thead><tfoot><tr>'",
" for(var key in d[d.length-1][0]){",
" html += '<th></th>';",
" }",
" return html + '</tr></tfoot></table>';",
" } else {",
" return '';",
" }",
"};",
"",
"// row callback to style the rows of the child tables",
"var rowCallback = function(row, dat, displayNum, index){",
" if($(row).hasClass('odd')){",
" $(row).css('background-color', 'white');",
" $(row).hover(function(){",
" $(this).css('background-color', 'lightgreen');",
" }, function() {",
" $(this).css('background-color', 'white');",
" });",
" } else {",
" $(row).css('background-color', 'white');",
" $(row).hover(function(){",
" $(this).css('background-color', 'lightblue');",
" }, function() {",
" $(this).css('background-color', 'white');",
" });",
" }",
"};",
"",
"// header callback to style the header of the child tables",
"var headerCallback = function(thead, data, start, end, display){",
" $('th', thead).css({",
" 'border-top': '3px solid green',",
" 'color': 'black',",
" 'background-color': 'white'",
" });",
"};",
"",
"// footer callback to display the totals",
"var footerCallback = function(tfoot, data, start, end, display){",
" $('th', tfoot).css('background-color', '#F4F1F1');",
" var api = this.api();",
" api.columns().eq(0).each(function(index){",
" if(index == 0) return $(api.column(index).footer()).html('Total');",
" var coldata = api.column(index).data();",
" var total = coldata",
" .reduce(function(a, b){return parseFloat(a) + parseFloat(b)}, 0);",
" $(api.column(index).footer()).html(total);",
" })",
"}",
"",
"// make the datatable",
"var format_datatable = function(d, childId){",
" var dataset = [];",
" var n = d.length - 1;",
" for(var i = 0; i < d[n].length; i++){",
" var datarow = $.map(d[n][i], function (value, index) {",
" return [value];",
" });",
" dataset.push(datarow);",
" }",
" var id = 'table#' + childId;",
" if (Object.keys(d[n][0]).indexOf('_details') === -1) {",
" var subtable = $(id).DataTable({",
" 'data': dataset,",
" 'autoWidth': true,",
" 'deferRender': true,",
" 'info': false,",
" 'lengthChange': false,",
" 'ordering': d[n].length > 1,",
" 'order': [],",
" 'paging': false,",
" 'scrollX': false,",
" 'scrollY': false,",
" 'searching': false,",
" 'sortClasses': false,",
" 'rowCallback': rowCallback,",
" 'headerCallback': headerCallback,",
" 'footerCallback': footerCallback,",
" 'columnDefs': [{targets: '_all', className: 'dt-center'}]",
" });",
" } else {",
" var subtable = $(id).DataTable({",
" 'data': dataset,",
" 'autoWidth': true,",
" 'deferRender': true,",
" 'info': false,",
" 'lengthChange': false,",
" 'ordering': d[n].length > 1,",
" 'order': [],",
" 'paging': false,",
" 'scrollX': false,",
" 'scrollY': false,",
" 'searching': false,",
" 'sortClasses': false,",
" 'rowCallback': rowCallback,",
" 'headerCallback': headerCallback,",
" 'footerCallback': footerCallback,",
" 'columnDefs': [",
" {targets: -1, visible: false},",
" {targets: 0, orderable: false, className: 'details-control'},",
" {targets: '_all', className: 'dt-center'}",
" ]",
" }).column(0).nodes().to$().css({cursor: 'pointer'});",
" }",
" subtable.MakeCellsEditable({",
" onUpdate: onUpdate,",
" inputCss: 'my-input-class',",
" columns: [1,2,3],",
" confirmationButton: {",
" confirmCss: 'my-confirm-class',",
" cancelCss: 'my-cancel-class'",
" }",
" });",
"};",
"",
"// display the child table on click",
"table.on('click', 'td.details-control', function(){",
" var tbl = $(this).closest('table'),",
" tblId = tbl.attr('id'),",
" td = $(this),",
" row = $(tbl).DataTable().row(td.closest('tr')),",
" rowIdx = row.index();",
" if(row.child.isShown()){",
" row.child.hide();",
" td.html('⊕');",
" } else {",
" var childId = tblId + '-child-' + rowIdx;",
" row.child(format(row.data(), childId)).show();",
" td.html('⊖');",
" format_datatable(row.data(), childId);",
" }",
"});")
## Server.R
# Bind the market level and mix breakout data together for the final table
market_mix_table <- reactive({
markets <- market_costings_gross_net()
mix_breakout <- daypart_break_out()
# Need to use replicate() on mix_breakout_table for cases when there is an arbitrary number of rows in markets
n <- nrow(markets)
children_list <- replicate(n, mix_breakout, simplify = FALSE)
# Make the dataframe
# This must be met length(children) == nrow(dat)
Dat <- NestedData(
dat = markets,
children = children_list
)
return(Dat)
})
# Render the table
output$daypartTable <- DT::renderDataTable({
# Whether to show row names (set TRUE or FALSE)
rowNames <- FALSE
colIdx <- as.integer(rowNames)
# The data
Dat <- market_mix_table()
# Table
table <- DT::datatable(
Dat,
callback = callback_js,
rownames = rowNames,
escape = -colIdx-1,
options = list(
columnDefs = list(
list(visible = FALSE, targets = ncol(Dat)-1+colIdx),
list(orderable = FALSE, className = 'details-control', targets = colIdx),
list(className = "dt-center", targets = "_all")
)
)
)
# Some faancy Java magic
path <- getwd()
dep <- htmltools::htmlDependency(
"CellEdit", "1.0.19", path,
script = "dataTables.cellEdit.js", stylesheet = "dataTables.cellEdit.css")
table$dependencies <- c(table$dependencies, list(dep))
return(table)
})
РЕДАКТИРОВАТЬ После добавления новых расчетов в footer callback таблица не хочет сохранять дочерний стол открыт. Каждый раз, когда я нажимаю кнопку +, чтобы развернуть ее, таблица отображается только на миллисекунду, а затем снова скрывается.
## make the callback
parentRows <- which(Dat[,1] != "")
callback_js = JS(
"function onUpdate(updatedCell, updatedRow, oldValue) {};",
sprintf("var parentRows = [%s];", toString(parentRows-1)),
sprintf("var j0 = %d;", colIdx),
"var nrows = table.rows().count();",
"for(var i=0; i < nrows; ++i){",
" if(parentRows.indexOf(i) > -1){",
" table.cell(i,j0).nodes().to$().css({cursor: 'pointer'});",
" }else{",
" table.cell(i,j0).nodes().to$().removeClass('details-control');",
" }",
"}",
"",
"// make the table header of the nested table",
"var format = function(d, childId){",
" if(d != null){",
" var html = ",
" '<table class=\"display compact hover\" ' + ",
" 'style=\"padding-left: 30px;\" id=\"' + childId + '\"><thead><tr>';",
" for(var key in d[d.length-1][0]){",
" html += '<th>' + key + '</th>';",
" }",
" html += '</tr></thead><tfoot><tr>'",
" for(var key in d[d.length-1][0]){",
" html += '<th></th>';",
" }",
" return html + '</tr></tfoot></table>';",
" } else {",
" return '';",
" }",
"};",
"",
"// row callback to style the rows of the child tables",
"var rowCallback = function(row, dat, displayNum, index){",
" if($(row).hasClass('odd')){",
" $(row).css('background-color', 'white');",
" $(row).hover(function(){",
" $(this).css('background-color', 'lightgreen');",
" }, function() {",
" $(this).css('background-color', 'white');",
" });",
" } else {",
" $(row).css('background-color', 'white');",
" $(row).hover(function(){",
" $(this).css('background-color', 'lightblue');",
" }, function() {",
" $(this).css('background-color', 'white');",
" });",
" }",
"};",
"",
"// header callback to style the header of the child tables",
"var headerCallback = function(thead, data, start, end, display){",
" $('th', thead).css({",
" 'border-top': '3px solid green',",
" 'color': 'black',",
" 'background-color': 'white'",
" });",
"};",
"",
"// make the datatable",
"var format_datatable = function(d, childId, rowIdx){",
" // footer callback to display the totals",
" // and update the parent row",
" var footerCallback = function(tfoot, data, start, end, display){",
" $('th', tfoot).css('background-color', '#fed8b1');",
" var api = this.api();",
" api.columns().eq(0).each(function(index){",
" if(index == 0) return $(api.column(index).footer()).html('Total');",
" var coldata = api.column(index).data();",
" var total = coldata",
" .reduce(function(a, b){return parseFloat(a) + parseFloat(b)}, 0);",
" $(api.column(index).footer()).html(total);",
" })",
" var col_share = api.column(1).data();",
" var col_CPP = api.column(4).data();",
" var col_CPM = api.column(5).data();",
" var CPP = 0, CPM = 0;",
" for(var i = 0; i < col_share.length; i++){",
" CPP += parseFloat(col_share[i])*parseFloat(col_CPP[i]);",
" CPM += parseFloat(col_share[i])*parseFloat(col_CPM[i]);",
" }",
" table.cell(rowIdx, j0+2).data('$' + (CPP/100));",
" table.cell(rowIdx, j0+3).data('$' + (CPM/100)).draw();",
" }",
" var dataset = [];",
" var n = d.length - 1;",
" for(var i = 0; i < d[n].length; i++){",
" var datarow = $.map(d[n][i], function (value, index) {",
" return [value];",
" });",
" dataset.push(datarow);",
" }",
" var id = 'table#' + childId;",
" if (Object.keys(d[n][0]).indexOf('_details') === -1) {",
" var subtable = $(id).DataTable({",
" 'data': dataset,",
" 'autoWidth': true,",
" 'deferRender': true,",
" 'info': false,",
" 'lengthChange': false,",
" 'ordering': d[n].length > 1,",
" 'order': [],",
" 'paging': false,",
" 'scrollX': false,",
" 'scrollY': false,",
" 'searching': false,",
" 'sortClasses': false,",
" 'rowCallback': rowCallback,",
" 'headerCallback': headerCallback,",
" 'footerCallback': footerCallback,",
" 'columnDefs': [{targets: '_all', className: 'dt-center'}]",
" });",
" } else {",
" var subtable = $(id).DataTable({",
" 'data': dataset,",
" 'autoWidth': true,",
" 'deferRender': true,",
" 'info': false,",
" 'lengthChange': false,",
" 'ordering': d[n].length > 1,",
" 'order': [],",
" 'paging': false,",
" 'scrollX': false,",
" 'scrollY': false,",
" 'searching': false,",
" 'sortClasses': false,",
" 'rowCallback': rowCallback,",
" 'headerCallback': headerCallback,",
" 'footerCallback': footerCallback,",
" 'columnDefs': [",
" {targets: -1, visible: false},",
" {targets: 0, orderable: false, className: 'details-control'},",
" {targets: '_all', className: 'dt-center'}",
" ]",
" }).column(0).nodes().to$().css({cursor: 'pointer'});",
" }",
" subtable.MakeCellsEditable({",
" onUpdate: onUpdate,",
" inputCss: 'my-input-class',",
" confirmationButton: {",
" confirmCss: 'my-confirm-class',",
" cancelCss: 'my-cancel-class'",
" }",
" });",
"};",
"",
"// display the child table on click",
"table.on('click', 'td.details-control', function(){",
" var tbl = $(this).closest('table'),",
" tblId = tbl.attr('id'),",
" td = $(this),",
" row = $(tbl).DataTable().row(td.closest('tr')),",
" rowIdx = row.index();",
" if(row.child.isShown()){",
" row.child.hide();",
" td.html('⊕');",
" } else {",
" var childId = tblId + '-child-' + rowIdx;",
" row.child(format(row.data(), childId)).show();",
" td.html('⊖');",
" format_datatable(row.data(), childId, rowIdx);",
" }",
"});")
# Module to create the nested structure of the table
NestedData <- function(dat, children){
stopifnot(length(children) == nrow(dat))
g <- function(d){
if(is.data.frame(d)){
purrr::transpose(d)
}else{
purrr::transpose(NestedData(d[[1]], children = d$children))
}
}
subdats <- lapply(children, g)
oplus <- sapply(subdats, function(x) if(length(x)) "⊕" else "")
cbind(" " = oplus, dat, "_details" = I(subdats), stringsAsFactors = FALSE)
}
# Bind the market level and mix breakout data together for the final table
market_mix_table <- reactive({
# Need to use replicate() on mix_breakout_table for cases when there is an arbitrary number of rows in markets
n <- nrow(parent_df)
children_list <- replicate(n, child_df, simplify = FALSE)
# Make the dataframe
# This must be met length(children) == nrow(dat)
Dat <- NestedData(
dat = parent_df,
children = children_list
)
return(Dat)
})
# Render the table
output$daypartTable <- DT::renderDataTable({
# Whether to show row names (set TRUE or FALSE)
rowNames <- FALSE
colIdx <- as.integer(rowNames)
# The data
Dat <- market_mix_table()
# Table
table <- DT::datatable(
Dat,
callback = callback_js,
rownames = rowNames,
escape = -colIdx-1,
options = list(
columnDefs = list(
list(visible = FALSE, targets = ncol(Dat)-1+colIdx),
list(orderable = FALSE, className = 'details-control', targets = colIdx),
list(className = "dt-center", targets = "_all")
)
)
)
# Some faancy Java magic
path <- getwd()
dep <- htmltools::htmlDependency(
"CellEdit", "1.0.19", path,
script = "dataTables.cellEdit.js", stylesheet = "dataTables.cellEdit.css")
table$dependencies <- c(table$dependencies, list(dep))
return(table)
})