public void WithElement(Element id)
{
this.elements.Remove(id);
}
private static Set recovery(Set lset, Set MFS, Set cset, int k)
{
int flag = 0, index = 0;
List<int> tempList = new List<int>();
List<int> tempList2 = new List<int>();
foreach (Element l in lset.elements)
{
flag = 0;
index = 0;
foreach (Element m in MFS.elements)
{
for (int i = 0; i < k - 1; i++)
{
if (!m.elemList.Contains(l.elemList[i]))
{
flag = 1;
break;
}
else
{
index = m.elemList.IndexOf(l.elemList[i]);
}
}
if (flag == 0)
{
tempList = new List<int>();
for (int i = 0; i < k; i++)
{
tempList.Add(l.elemList[i]);
}
Element newTempElement = new Element();
for (int i = index + 1; i < m.count; i++)
{
tempList2 = tempList;
tempList2.Add(m.elemList[i]);
newTempElement = new Element(tempList2);
cset.elements.Add(newTempElement);
}
}
}
}
return cset;
}
static void Main(string[] args)
{
int support = 3;
//// Transaction data assignment and Initialization - start
int[][] transactionData = new int[15][];
for (int ix = 0; ix < 15; ix++)
{
transactionData[ix] = new int[5];
}
transactionData[0][0] = 1;
transactionData[0][1] = 5;
transactionData[0][2] = 6;
transactionData[0][3] = 8;
transactionData[1][0] = 2;
transactionData[1][1] = 4;
transactionData[1][2] = 8;
transactionData[2][0] = 4;
transactionData[2][1] = 5;
transactionData[2][2] = 7;
transactionData[3][0] = 2;
transactionData[3][1] = 3;
transactionData[4][0] = 5;
transactionData[4][1] = 6;
transactionData[4][2] = 7;
transactionData[5][0] = 2;
transactionData[5][1] = 3;
transactionData[5][2] = 4;
transactionData[6][0] = 2;
transactionData[6][1] = 6;
transactionData[6][2] = 7;
transactionData[6][3] = 9;
transactionData[7][0] = 5;
transactionData[8][0] = 8;
transactionData[9][0] = 3;
transactionData[9][1] = 5;
transactionData[9][2] = 7;
transactionData[10][0] = 3;
transactionData[10][1] = 5;
transactionData[10][2] = 7;
transactionData[11][0] = 5;
transactionData[11][1] = 6;
transactionData[11][2] = 8;
transactionData[12][0] = 2;
transactionData[12][1] = 4;
transactionData[12][2] = 6;
transactionData[12][3] = 7;
transactionData[13][0] = 1;
transactionData[13][1] = 3;
transactionData[13][2] = 5;
transactionData[13][3] = 7;
transactionData[14][0] = 2;
transactionData[14][1] = 3;
transactionData[14][2] = 9;
Console.Out.WriteLine("Transactions are as follows: ");
for (int ix = 0; ix < 15; ix++)
{
Console.Out.Write("T" + ix + ": ");
for (int iy = 0; iy < 5; iy++)
{
Console.Out.Write(transactionData[ix][iy] + " ");
}
Console.Out.WriteLine("");
}
//// Transaction data assignment and Initialization - end
Set[] l = new Set[15];
int k = 1;
Set[] c = new Set[15];
Set[] s = new Set[15];
Set MFCS;
Set MFS = new Set(0);
l[0] = new Set(0);
Element tmpElement;
List<int> tmpList;
List<Element> tmpElemList = new List<Element>();
for (int i = 1; i <= 9; i++)
{
tmpList = new List<int>();
tmpList.Add(i);
tmpElement = new Element(tmpList);
tmpElemList.Add(tmpElement);
}
c[k] = new Set(tmpElemList);
s[0] = new Set(0);
tmpList = new List<int>();
for (int i = 1; i <= 9; i++)
{
tmpList.Add(i);
}
tmpElement = new Element(tmpList);
tmpElemList = new List<Element>();
tmpElemList.Add(tmpElement);
MFCS = new Set(tmpElemList);
tmpList = new List<int>();
while (c[k].elements.Count != 0)
{//start of while
for (int i = 0; i < 15; i++)
{
tmpList = new List<int>();
for (int j = 0; j < 5; j++)
{
if (transactionData[i][j] != 0)
tmpList.Add(transactionData[i][j]);
}
foreach (Element mfcsitem in MFCS.elements)
{
if (ContainsAllItems(tmpList, mfcsitem.elemList))
{
mfcsitem.count++;
}
}
foreach (Element item in c[k].elements)
{
if (ContainsAllItems(tmpList, item.elemList))
{
item.count++;
}
}
}
foreach (Element item in MFCS.elements)
{
if (item.count >= support)
{
MFS.elements.Add(item);
}
}
s[k] = new Set();
l[k] = new Set();
foreach (Element item in c[k].elements)
{
if (item.count < support)
{
s[k].elements.Add(item);
s[k].isEmpty = false;
}
else
{
l[k].elements.Add(item);
}
}
if (s[k].isEmpty == false)
{
MFCS = MFCSgen(MFCS, s[k]);
}
isRemoved = 0;
l[k] = mfsprune(l[k], MFS);
c[k + 1] = new Set();
c[k + 1] = candidategen(l[k]);
if (isRemoved == 1)
{
c[k + 1] = recovery(l[k], MFS, c[k + 1], k);
}
k++;
int pass=k-1;
Console.WriteLine("");
Console.Out.WriteLine("----------Pass:"******"------------------------------------------");
Console.Out.Write("MFCS: ");
foreach (Element mfcsitem in MFCS.elements)
{
Console.Out.Write("{");
foreach (int elemitem in mfcsitem.elemList)
{
Console.Out.Write(mfcsitem.elemList[0] != elemitem ? ("," + elemitem).ToString() : elemitem.ToString());
}
Console.Out.Write("}");
}
Console.Out.WriteLine("");
Console.Out.Write("MFS: ");
if (MFS.elements.Count == 0)
{
Console.Out.Write("empty");
}
else
{
foreach (Element mfcsitem in MFS.elements)
{
Console.Out.Write("{");
foreach (int elemitem in mfcsitem.elemList)
{
Console.Out.Write(mfcsitem.elemList[0]!=elemitem?(","+elemitem).ToString():elemitem.ToString() );
}
Console.Out.Write("}");
}
}
Console.Out.WriteLine("");
Console.Out.Write("C["+k+"]: ");
foreach (Element mfcsitem in c[k].elements)
{
Console.Out.Write("{");
foreach (int elemitem in mfcsitem.elemList)
{
Console.Out.Write(mfcsitem.elemList[0] != elemitem ? ("," + elemitem).ToString() : elemitem.ToString());
}
Console.Out.Write("}");
}
Console.Out.WriteLine("");
Console.Out.Write("l[{0}]: ",k-1);
foreach (Element mfcsitem in l[k-1].elements)
{
Console.Out.Write("{");
foreach (int elemitem in mfcsitem.elemList)
{
Console.Out.Write(mfcsitem.elemList[0] != elemitem ? ("," + elemitem).ToString() : elemitem.ToString());
}
Console.Out.Write("}");
}
Console.Out.WriteLine("");
Console.Out.Write("s[{0}]: ", k - 1);
foreach (Element mfcsitem in s[k - 1].elements)
{
Console.Out.Write("{");
foreach (int elemitem in mfcsitem.elemList)
{
Console.Out.Write(mfcsitem.elemList[0] != elemitem ? ("," + elemitem).ToString() : elemitem.ToString());
}
Console.Out.Write("}");
}
//end of while
}
Console.Out.WriteLine("");
Console.Out.WriteLine("Final L Set contents:");
foreach (Set litem in l)
{
if (litem != null)
foreach (Element item in litem.elements)
{
Console.Out.Write("{");
foreach (int mfcsl in item.elemList)
{
Console.Out.Write(item.elemList[0] != mfcsl ? ("," + mfcsl).ToString() : mfcsl.ToString());
}
Console.Out.Write("}");
}
}
Console.In.Read();
}
private static Set candidategen(Set set)
{
Set c = new Set();
int count = 0;
int length1 = 0, length2 = 0;
Element tmpElement = new Element(); ;
List<int> tmpList = new List<int>();
foreach (Element item in set.elements)
{
count++;
}
for (int i = 0; i < count - 1; i++)
{
for (int j = i + 1; j < count; j++)
{
length1 = set.elements[i].elemList.Count;
length2 = set.elements[j].elemList.Count;
if (length2 == length1)
{
if (length1 == 1)
{
tmpList = new List<int>();
tmpList.Add(set.elements[i].elemList[0]);
tmpList.Add(set.elements[j].elemList[0]);
tmpElement = new Element(tmpList);
c.elements.Add(tmpElement);
}
else if (length1 > 0)
{
int flag = 0;
for (int k = 0; k < length1 - 1; k++)
{
if (set.elements[i].elemList[k] != set.elements[j].elemList[k])
{
flag = 1;
break;
}
}
if (!(set.elements[i].elemList[length1 - 1] < set.elements[j].elemList[length1 - 1]))
{
flag = 1;
}
if (flag == 0)
{
tmpList = new List<int>();
int k = 0;
for (k = 0; k < length1; k++)
{
tmpList.Add(set.elements[i].elemList[k]);
}
tmpList.Add(set.elements[j].elemList[k - 1]);
tmpElement = new Element(tmpList);
c.elements.Add(tmpElement);
}
}
}
}
}
return c;
}