private void OnShowPredictions(object parameter)
{
lock (_lockPredictionValuesObject)
{
if (parameter is DataGrid dataGrid && SelectedPredictionColumnIndex >= 0 && ColumnsDictionary.Any())
{
PredictionValues = new List <Dictionary <int, string> >();
var selectedPredictionColumnKey = ColumnsDictionary.ElementAt(SelectedPredictionColumnIndex).Key;
var distinctPredicitonValues = CleanDataItems.SelectMany(x => x.Data.Where(z => z.Key == selectedPredictionColumnKey))
.Select(c => c.Value).Distinct();
foreach (var prediction in distinctPredicitonValues)
{
var columns = new Dictionary <int, string>();
for (var colIndex = 0; colIndex < ColumnsDictionary.Count; colIndex++)
{
var keyValuePairs = CleanDataItems.Select(x => x.Data).Where(c => c.Values.Contains(prediction));
var allPredictionsForColumn = keyValuePairs.SelectMany(x => x).Where(c => c.Key == ColumnsDictionary.ElementAt(colIndex).Key)
.GroupBy(z => z.Value)
.OrderByDescending(v => v.Count()).FirstOrDefault();
if (allPredictionsForColumn != null)
{
foreach (var c in allPredictionsForColumn)
{
columns.Add(ColumnsDictionary.ElementAt(colIndex).Key, c.Value);
break;
}
}
}
PredictionValues.Add(columns);
}
Application.Current.Dispatcher.Invoke(() => dataGrid.ItemsSource = PredictionValues);
Application.Current.Dispatcher.Invoke(() => dataGrid.Columns.Clear());
var colCount = 0;
foreach (var prediction in ColumnsDictionary)
{
Application.Current.Dispatcher.Invoke(() => dataGrid.Columns.Add(new DataGridTextColumn()
{
Header = prediction.Value,
Binding = new Binding($".[{prediction.Key}]"),
DisplayIndex = colCount
}));
colCount++;
}
}
}
}
private void OnDeleteColumn(object parameter)
{
if (parameter is DataGrid dataGrid && SelectedColumnIndex >= 0 && ColumnsDictionary.Any())
{
foreach (var cleanDataItem in CleanDataItems)
{
cleanDataItem.Data.Remove(ColumnsDictionary.ElementAt(SelectedColumnIndex).Key);
}
dataGrid.Columns.Remove(dataGrid.Columns.FirstOrDefault(x =>
string.Equals(x.Header.ToString(), ColumnsDictionary.ElementAt(SelectedColumnIndex).Value, StringComparison.OrdinalIgnoreCase)));
ColumnsDictionary.Remove(ColumnsDictionary.ElementAt(SelectedColumnIndex).Key);
ColumnsDictionary = new Dictionary <int, string>(ColumnsDictionary);
}
}
private void OnVisualiseColumnn()
{
if (SelectedVisualisationColumnIndex >= 0 && ColumnsDictionary.Any())
{
try
{
SelectedColumnItemsCount = new ObservableCollection <KeyValuePair <string, int> >();
var selectedColumnKey = ColumnsDictionary.ElementAt(SelectedVisualisationColumnIndex).Key;
var visualiseColumnData = CleanDataItems.SelectMany(x => x.Data).Where(c => c.Key == selectedColumnKey);
foreach (var visualColumnData in visualiseColumnData.Select(x => x.Value).Distinct())
{
Application.Current.Dispatcher.Invoke(() => SelectedColumnItemsCount.Add(new KeyValuePair <string, int>(visualColumnData,
visualiseColumnData.Select(x => x).Where(c => string.Equals(c.Value, visualColumnData, StringComparison.OrdinalIgnoreCase)).Count())));
}
}
catch (Exception ex)
{
_exceptionLogDataAccess.LogException(ex.ToString());
}
}
}
