/// <summary>
/// This method adds objects to distributed list
/// </summary>
/// <param name="customer"> Instances of Customer that will be added to
/// distributed list</param>
private static void AddObjectsToDatatype(Customer[] customers)
{
IDistributedList <Customer> list = _cache.DataTypeManager.GetList <Customer>(_datatype);
//Add Bulk into Distributed List
list.AddRange(customers);
// Print output on console.
Console.WriteLine("\nObjects are added to distributed list.");
}
public static void LoadDataInCache()
{
var currentLine = string.Empty;
string baseDataRelativePath = @"../../../../Data";
string filepath = GetAbsolutePath($"{baseDataRelativePath}/taxi-fare-full.csv");
List <TaxiTrip> dataList = new List <TaxiTrip>();
int i = 0;
using (StreamReader r = new StreamReader(filepath))
{
while ((currentLine = r.ReadLine()) != null)
{
string[] incomingData = currentLine.Split(",");
TaxiTrip data = new TaxiTrip();
data.RateCode = float.Parse(incomingData[0]);
data.PassengerCount = float.Parse(incomingData[1]);
data.TripTime = float.Parse(incomingData[2]);
data.TripDistance = float.Parse(incomingData[3]);
data.FareAmount = float.Parse(incomingData[4]);
dataList.Add(data);
if (dataList.Count > 100)
{
//Remove first entries and move sliding window
if (TrainingData.Count > dataList.Count)
{
TrainingData.RemoveRange(0, dataList.Count);
}
TrainingData.AddRange(dataList);
//publish message for notifying data upate
Topic.Publish(new Message("DataSet has been updated."), DeliveryOption.All);
dataList.Clear();
Console.WriteLine("Chunk of data has been added:" + i);
i++;
//Sleep for 5 minutes
Thread.Sleep(30000);
}
}
}
}
