public override void Initialize(LogRepository repository)
{
_repository = repository;
Text = "Category";
var from = DateTime.Now.AddHours(-6).Date.AddHours(6);
var to = from.AddDays(1);
_ignoreDateValueChanged = true;
_fromDate.Value = from.Date;
_fromTime.Value = _fromTime.MinDate.Add(from.TimeOfDay);
_toDate.Value = to.Date;
_toTime.Value = _toTime.MinDate.Add(to.TimeOfDay);
_ignoreDateValueChanged = false;
_colorMap = new Dictionary <string, Color>();
_classifier = new BayesianClassifier();
var logs = _repository.GetClassified().ToList();
foreach (var log in logs)
{
Teach(log);
}
var categoryMenuItems = logs.Select(log => log.Category)
.Distinct()
.OrderBy(category => category)
.Reverse()
.Select(category =>
{
var color = GenerateColor(_colorMap.Count);
_colorMap.Add(category, color);
var menuItem = new ToolStripMenuItem
{
Text = category,
BackColor = color
};
menuItem.Click += CommonCategoryMenuItemClick;
return(menuItem);
});
foreach (var menuItem in categoryMenuItems)
{
_contextMenuStrip.Items.Insert(0, menuItem);
}
_grid.AutoGenerateColumns = false;
RefreshGrid();
}
public override void Selected()
{
foreach (string item in _processList.Items)
{
if (_processList.CheckedItems.Contains(item))
{
if (!_checkedProcesses.Contains(item))
{
_checkedProcesses.Add(item);
}
}
else
{
if (_checkedProcesses.Contains(item))
{
_checkedProcesses.Remove(item);
}
}
}
foreach (string item in _captionList.Items)
{
if (_captionList.CheckedItems.Contains(item))
{
if (!_checkedCaptions.Contains(item))
{
_checkedCaptions.Add(item);
}
}
else
{
if (_checkedCaptions.Contains(item))
{
_checkedCaptions.Remove(item);
}
}
}
foreach (string item in _categoryList.Items)
{
if (_categoryList.CheckedItems.Contains(item))
{
if (!_checkedCategories.Contains(item))
{
_checkedCategories.Add(item);
}
}
else
{
if (_checkedCategories.Contains(item))
{
_checkedCategories.Remove(item);
}
}
}
_processList.Items.Clear();
_captionList.Items.Clear();
_categoryList.Items.Clear();
var from = _fromDate.Value.Date.Add(_fromTime.Value.TimeOfDay);
var to = _toDate.Value.Date.Add(_toTime.Value.TimeOfDay);
using (_repository.OpenConnection())
{
foreach (var item in _repository.GetDistinctProcesses(from, to))
{
_processList.Items.Add(item, _checkedProcesses.Contains(item));
}
foreach (var item in _repository.GetDistinctCaptions(from, to))
{
_captionList.Items.Add(item, _checkedCaptions.Contains(item));
}
_classifier = new BayesianClassifier();
var logs = _repository.GetClassified().ToList();
foreach (var log in logs)
{
_classifier.Teach($"{log.Process} {log.Caption}", log.Category);
}
foreach (var item in logs.Select(log => log.Category).Distinct().OrderBy(category => category))
{
_categoryList.Items.Add(item, _checkedCaptions.Contains(item));
}
}
RefreshGraph();
}
