static void Main(string[] args)
{
//toTab("fakertox0-train1-FP", "fakernontox-train1-FP", "train-SubFP.tab");
//toTab("fakertox0-test1-FP", "fakernontox-test1-FP", "test-SubFP.tab");
//div("fakernontox");
//div("fakertox0");
string file = @"C:\Users\lenovo\Desktop\Thesis\nontox";
string outputfilename = @"C:\Users\lenovo\Desktop\Thesis\nontoxpoint.csv";
int index = 1;
string line;
FingerPrinter now;
List <FingerPrinter> fps = new List <FingerPrinter>();
using (FileStream fs = new FileStream(file, FileMode.Open, FileAccess.Read))
{
StreamReader sr = new StreamReader(fs);
line = sr.ReadLine();
var adata = line.Split(',');
for (int i = 0; i < adata.Length; i++)
{
if (adata[i] == "MW")
{
Console.WriteLine("mw:" + i.ToString());
}
else if (adata[i] == "ALogP")
{
Console.WriteLine("alogp:" + i.ToString());
}
}
while (!string.IsNullOrEmpty(
(line = sr.ReadLine())))
{
var data = line.Split(',');
if (data.Length != 4132)
{
throw new Exception();
}
now = new FingerPrinter();
#region fill fp
now.name = data[0];
for (int i = 0; i < FingerPrinter.FPcount.Length; i++)
{
for (int j = 0; j < FingerPrinter.FPcount[i]; j++)
{
now.AllFP[i][j] = data[index];
if (index == 2)
{
Console.WriteLine(data[index]);
}
index++;
}
}
#endregion
fps.Add(now);
index = 1;
}
List <string> ss = new List <string>();
List <string> ss2 = new List <string>();
string snow = "", snow2 = "";
using (FileStream fs2 = new FileStream(outputfilename, FileMode.Create, FileAccess.Write))
{
StreamWriter sw = new StreamWriter(fs2);
for (int i = 0; i < fps.Count; i++)
{
snow = fps[i].AllFP[0][719];
snow2 = fps[i].AllFP[0][1];
if ((!string.IsNullOrEmpty(snow)) && (!string.IsNullOrEmpty(snow2)))
{
ss.Add(snow);
ss2.Add(snow2);
}
}
for (int i = 0; i < ss.Count; i++)
{
sw.Write(ss[i] + ",");
}
sw.Write("\n");
for (int i = 0; i < ss.Count; i++)
{
sw.Write(ss2[i] + ",");
}
sw.Write("\n");
sw.Flush();
}
}
}
static void div(string dataset, int time = 5)
{
string dir = @"C:\Users\lenovo\Desktop\毕业论文\result\des\";
//0:data set
//1:test or train
//2:timenow
//3:fpname
string outputfilename = @"C:\Users\lenovo\Desktop\毕业论文\result\des\{0}-{1}{2}-{3}";
List <FingerPrinter> testgroup = new List <FingerPrinter>();
List <FingerPrinter> traingroup = new List <FingerPrinter>();
Random r = new Random(1996);
int index = 1;
string line;
FingerPrinter now;
for (int t = 0; t < time; t++)
{
using (FileStream fs = new FileStream(dir + dataset, FileMode.Open, FileAccess.Read))
{
StreamReader sr = new StreamReader(fs);
sr.ReadLine();
while (!string.IsNullOrEmpty(
(line = sr.ReadLine())))
{
var data = line.Split(',');
if (data.Length != 4132)
{
throw new Exception();
}
now = new FingerPrinter();
#region fill fp
now.name = data[0];
for (int i = 0; i < FingerPrinter.FPcount.Length; i++)
{
for (int j = 0; j < FingerPrinter.FPcount[i]; j++)
{
now.AllFP[i][j] = data[index];
index++;
}
}
#endregion
if (r.Next(0, 100) < 30)
{
testgroup.Add(now);
}
else
{
traingroup.Add(now);
}
index = 1;
}
}
for (int i = 0; i < FingerPrinter.FPcount.Length; i++)
{
saveGroup(string.Format(outputfilename,
dataset, "test", t, FingerPrinter.FPname[i]), testgroup, i);
saveGroup(string.Format(outputfilename,
dataset, "train", t, FingerPrinter.FPname[i]), traingroup, i);
}
testgroup.Clear();
traingroup.Clear();
}
}