/// <summary>
/// Assigns the correct cluster to the given Record
/// </summary>
/// <param name="record"></param>
public void ChooseCluster(ref Record record)
{
double SmallestDistance = int.MaxValue;
int bestCluster = 1;
double tempDist;
foreach (Point cluster in ClusterCenters)
{
tempDist = CalcDistance(record.Latitude, record.Longitude, cluster.Latitude, cluster.Longitude);
if (tempDist < SmallestDistance)
{
SmallestDistance = tempDist;
bestCluster = cluster.ClusterID;
}
}
if (UseClusterRadius)
{
if (SmallestDistance <= ClusterRadius)
{
record.ClusterID = bestCluster;
record.DistToCluster = SmallestDistance;
}
else
{
record.ClusterID = -1;
record.DistToCluster = -1;
}
}
else
{
record.ClusterID = bestCluster;
record.DistToCluster = SmallestDistance;
}
FileOps.WriteToLog("Record processed - Lat:" + record.Latitude + ", Long:" + record.Longitude + ", ID:" + record.ClusterID + ", Distance to Cluster:" + record.DistToCluster);
return;
}
public Calculator Init()
{
bool badData = true;
string[] headers;
string[] centerHeaders;
string tempString = "";
Console.WriteLine("Welcome to the Cluster Calculator");
Console.WriteLine("---------------------------------- \n");
//Get input file
Console.WriteLine("Press enter to choose the .csv file you want to evaluate");
Console.ReadLine();
while (badData)
{
calc.InputFileName = FileOps.SelectFile();
if (calc.InputFileName == "")
{
Console.WriteLine("Invalid selection, must select a file to open");
Console.WriteLine("Press enter to continue...");
Console.ReadLine();
}
else
{
badData = false;
}
}
//Get output directory
Console.WriteLine("Press enter to select the folder for the modified file to be placed in");
Console.ReadLine();
badData = true;
while (badData)
{
calc.OutputFileName = FileOps.SelectFolder();
if (calc.OutputFileName == "")
{
Console.WriteLine("Invalid selection, must select a folder to use");
Console.WriteLine("Press enter to continue...");
Console.ReadLine();
}
else
{
badData = false;
}
}
//Get the output file name
Console.WriteLine("Please enter the file name to assign to the new CSV file (without the file extension)");
tempString = Console.ReadLine();
badData = true;
while (badData)
{
if (tempString == "")
{
Console.WriteLine("Invalid file name, please enter a valid file name");
Console.ReadLine();
}
else
{
badData = false;
calc.OutputFileName += ("\\" + tempString + ".csv");
}
}
headers = FileOps.GetHeaders(calc.InputFileName);
if (headers == null)
{
Console.WriteLine("Press enter to exit the program...");
Console.ReadLine();
return(null);
}
Console.WriteLine("\nThe following columns have been detected...");
for (int i = 0; i < headers.Length; i++)
{
Console.WriteLine(i + ": " + headers[i]);
}
//Get the column that contains Latitude
Console.WriteLine("Enter the column number that contains the Latitude");
try
{
calc.LatColumn = Convert.ToInt32(Console.ReadLine());
}
catch (Exception e)
{
Console.WriteLine("ERROR in Input");
Console.WriteLine(e.Message);
FileOps.WriteToLog(e.Message);
return(null);
}
//Get the column that contains the Longitude
Console.WriteLine("Enter the Column number that contains the Longitude");
try
{
calc.LongColumn = Convert.ToInt32(Console.ReadLine());
}
catch (Exception e)
{
Console.WriteLine("ERROR in Input");
Console.WriteLine(e.Message);
FileOps.WriteToLog(e.Message);
}
//Ask if using cluster radius
Console.WriteLine("Would you like to set a maximum radius for each cluster? (y/n)");
badData = true;
while (badData)
{
tempString = Console.ReadLine();
if (tempString.ToLower() == "y")
{
badData = false;
calc.UseClusterRadius = true;
}
else if (tempString.ToLower() == "n")
{
badData = false;
calc.UseClusterRadius = false;
}
else
{
Console.WriteLine("InvalidInput, please enter \'y\' or \'n\'");
}
}
//Get radius distance if in use
if (calc.UseClusterRadius)
{
Console.WriteLine("Enter the cluster radius");
badData = true;
while (badData)
{
try
{
calc.ClusterRadius = Convert.ToDouble(Console.ReadLine());
badData = false;
}
catch (Exception e)
{
Console.WriteLine("Invalid entry");
FileOps.WriteToLog("Invalid entry for cluster radius");
}
}
}
badData = true;
//Get the file for cluster centers
Console.WriteLine("Press enter to choose the .csv file that contains the cluster locations");
Console.ReadLine();
while (badData)
{
calc.CenterFile = FileOps.SelectFile();
if (calc.CenterFile == "")
{
Console.WriteLine("Invalid selection, must select a file to open");
Console.WriteLine("Press enter to continue...");
Console.ReadLine();
}
else
{
badData = false;
}
}
centerHeaders = FileOps.GetHeaders(calc.CenterFile);
if (centerHeaders == null)
{
Console.WriteLine("Invalid File Format, Press enter to exit the program...");
Console.ReadLine();
return(null);
}
Console.WriteLine("\nThe following columns have been detected...");
for (int i = 0; i < centerHeaders.Length; i++)
{
Console.WriteLine(i + ": " + centerHeaders[i]);
}
//Get the column that contains Latitude
Console.WriteLine("Enter the column number that contains the Latitude");
try
{
calc.CenterLatColumn = Convert.ToInt32(Console.ReadLine());
}
catch (Exception e)
{
Console.WriteLine("ERROR in Input");
Console.WriteLine(e.Message);
FileOps.WriteToLog(e.Message);
return(null);
}
//Get the column that contains the Longitude
Console.WriteLine("Enter the Column number that contains the Longitude");
try
{
calc.CenterLongColumn = Convert.ToInt32(Console.ReadLine());
}
catch (Exception e)
{
Console.WriteLine("ERROR in Input");
Console.WriteLine(e.Message);
FileOps.WriteToLog(e.Message);
}
return(this.calc);
}
