public async Task Add(ProcessInfoLabeledItem item)
{
if (await _collection.CountDocumentsAsync(Builders <ProcessInfoLabeledItem> .Filter.Eq(f => f.Id, item.Id)) == 0)
{
await _collection.InsertOneAsync(item);
}
}
private void AfterMap(ProcessInfoLabeledItemDto arg1, ProcessInfoLabeledItem arg2)
{
arg2.GenerateId(new Murmur3Hash());
}
private static void CreateTrainingData()
{
var mongoClient = new MongoClient("mongodb://localhost:27017");
var database = mongoClient.GetDatabase("active_app_record");
var collection = database.GetCollection <AppUsageRecord>("daily_records");
var records = collection.Find(Builders <AppUsageRecord> .Filter.Empty).ToList();
var trainingDataCollection = database.GetCollection <ProcessInfoLabeledItem>("training_data");
string userInput;
var hashAlgorithm = new Murmur3Hash();
foreach (var appUsageRecord in records)
{
foreach (var processInfo in appUsageRecord.ActiveApps)
{
var trainingItem = new ProcessInfoLabeledItem
{
Title = processInfo.Value.MainWindowTitle,
Process = processInfo.Value.ProcessName
};
trainingItem.GenerateId(hashAlgorithm);
var persistentItem = trainingDataCollection.Find(Builders <ProcessInfoLabeledItem> .Filter.Eq(f => f.Id, trainingItem.Id)).FirstOrDefault();
if (persistentItem != null)
{
continue;
}
Console.WriteLine($"Is Title [{processInfo.Value.MainWindowTitle}] in process [{processInfo.Value.ProcessName}] good or bad? n-(Neural), g-(Good), b-(Bad):");
userInput = Console.ReadLine().Trim().ToLower();
if (userInput != "b" && userInput != "n")
{
trainingItem.Category = Karma.Good;
}
else if (userInput == "n")
{
trainingItem.Category = Karma.Neutral;
}
else
{
trainingItem.Category = Karma.Bad;
}
if (persistentItem == null)
{
Console.WriteLine($"Inserted item with category {trainingItem.Category.ToString()}");
trainingDataCollection.InsertOne(trainingItem);
}
else
{
Console.WriteLine($"Updated item with category {trainingItem.Category.ToString()}");
trainingDataCollection.ReplaceOne(Builders <ProcessInfoLabeledItem> .Filter.Eq(f => f.Id, trainingItem.Id), trainingItem);
};
}
}
}
