private static string MutateVector(ref CSVManipulatorSettings settings, string vector, int col, string name, ref Dictionary <string, List <double> > deviations)
{
if (!deviations.ContainsKey(name)) // Creates a new List for the joint deviations.
{
deviations.Add(name, new List <double>());
}
if (deviations[name].Count - 1 <= col) // Create new deviation for the joint.
{
deviations[name].Add(CalculateDeviation(settings.deviationPercentage));
}
var innerdeviation = CalculateDeviation(settings.innerDeviationPercentage); // Inner deviation is the deviation after the general deviation of the whole joint path.
var points = vector.Substring(1, vector.Length - 2).Split("| ");
// Method for doing the calculation and rewriting it to the proper string length.
string DoDeviation(string data, ref Dictionary <string, List <double> > deviations)
{
// InvariantCulture is used to properly read and write the float data.
return((float.Parse(data, CultureInfo.InvariantCulture) * deviations[name][col] * innerdeviation).ToString("0.000000", CultureInfo.InvariantCulture));
}
points[0] = DoDeviation(points[0], ref deviations);
points[1] = DoDeviation(points[1], ref deviations);
points[2] = DoDeviation(points[2], ref deviations);
return($"({string.Join("| ", points)})");
}
// FileNamePrefix is only used in batch mutate.
private static void MutateFile(ref CSVManipulatorSettings settings, string fileNamePrefix = "")
{
// This variable stores the general deviation of each joint per mutated file (i.e. [OutputFile1][Joint1])
Dictionary <string, List <double> > deviations = new Dictionary <string, List <double> >();
// Local variable to store the amount of lines to copy over.
int CPL = settings.copyLines;
// Local variable to store the amount of lines to remove.
int RML = settings.removeLines;
StreamReader reader = new StreamReader(settings.dataFile);
string line;
while ((line = reader.ReadLine()) != null)
{
if (line.IndexOf(',') == 1)
{
ReplaceInString(ref line, 1, '.');
}
// Copy line to new mutated files.
if (CPL > 0)
{
for (int i = 0; i < settings.mutationCount; i++)
{
using StreamWriter sw = File.AppendText(settings.outputFolder + fileNamePrefix + "-" + i.ToString() + ".csv");
sw.WriteLine(line);
sw.Close();
}
CPL--;
continue;
}
// Remove line.
if (RML > 0)
{
RML--;
continue;
}
string[] data = line.Split(',');
if (data.Length > 1)
{
for (int i = 0; i < settings.mutationCount; i++)
{
StringBuilder sb = new StringBuilder(data[0]);
for (int j = 1; j < data.Length; j += 2)
{ // For each pair of Vector3 and Quarternion edit only Vector3 - data[j] = Vector3, data[j + 1] = Quaternion.
sb.Append($",{MutateVector(ref settings, data[j], j / 2, fileNamePrefix + i, ref deviations)},{data[j + 1]}");
}
File.AppendAllText(settings.outputFolder + fileNamePrefix + "-" + i.ToString() + ".csv", sb.ToString() + Environment.NewLine);
}
}
}
}
// Gets all files in input directory and does the change function.
private static void ChangeOriginalBatch(ref CSVManipulatorSettings settings)
{
FileInfo[] fileInfo = new DirectoryInfo(settings.dataFolder).GetFiles();
for (int i = 0; i < fileInfo.Length; i++)
{
settings.dataFile = fileInfo[i].FullName;
ChangeOriginalFile(ref settings);
}
}
private static void MutateFolder(ref CSVManipulatorSettings settings)
{
FileInfo[] fileInfo = new DirectoryInfo(settings.dataFolder).GetFiles();
for (int i = 0; i < fileInfo.Length; i++) // For each input do settings.MutationCount mutations.
{
if (settings.verbose)
{
Console.WriteLine($"Working on {fileInfo[i].Name}");
}
settings.dataFile = fileInfo[i].FullName;
MutateFile(ref settings, i.ToString());
}
}
public static void RunManipulator(ref CSVManipulatorSettings settings)
{
if (!Directory.Exists(settings.outputFolder))
{
Directory.CreateDirectory(settings.outputFolder); // Create output directory if necessary.
}
else
{
ClearOutputFolder(settings.outputFolder); // Clear otherwise.
}
if (!string.IsNullOrEmpty(settings.dataFile))
{
// Mutate a single csv file.
if (settings.verbose)
{
Console.WriteLine($"From: {settings.dataFile} to {settings.outputFolder}");
}
ChangeOriginalFile(ref settings);
MutateFile(ref settings);
}
else if (!string.IsNullOrEmpty(settings.dataFolder))
{
// Mutate a folder with csv files.
if (settings.verbose)
{
Console.WriteLine($"From: {settings.dataFolder} to {settings.outputFolder}");
}
ChangeOriginalBatch(ref settings);
MutateFolder(ref settings);
}
else
{
if (settings.verbose)
{
Console.WriteLine("You didn't select any input!");
}
}
if (settings.verbose)
{
Console.WriteLine("Finished manipulating.");
}
}
// Method to make sleight changes to the original file,
// Currently only checks if the second character in the line is a comma and changes it to '.'
// This is to make sure the CSV file doesnt break because the comma is the splitter.
private static void ChangeOriginalFile(ref CSVManipulatorSettings settings)
{
if (!settings.alterInput)
{
return;
}
var lines = File.ReadAllText(settings.dataFile).Split(Environment.NewLine);
for (int i = 0; i < lines.Length; i++)
{
if (lines[i].IndexOf(',') == 1)
{
ReplaceInString(ref lines[i], 1, '.');
}
else if (i > 5)
{
return;
}
}
File.WriteAllText(settings.dataFile, string.Join(Environment.NewLine, lines));
}