/*----------------------------------------------------------------------  File    : fpgrowth.cpp  Contents: fpgrowth algorithm for finding frequent sets  Author  : Bart Goethals  Update  : 04/04/2003  16/04/2003 support of {} also sent to output  ----------------------------------------------------------------------*/#include <iostream>#include <stdio.h>#include <vector>#include <algorithm>using namespace std;#include <time.h>#include "data.h"#include "item.h"#include "fptree.h"#include "fpgrowth.h"FPgrowth::FPgrowth() : data(0), out(0){  fpt = new FPtree();}FPgrowth::~FPgrowth(){  if(data) delete data;  if(fpt) delete fpt;}void FPgrowth::setOutput(char *of){  out = fopen(of, "wt");}int FPgrowth::mine(){  int added=0;  clock_t start;  fpt->setMinsup(minsup);  fpt->setOutput(out);  start = clock();  int tmin=1000000, tmax=0, ttotal=0, tnr=0;  while(Transaction *t = data->getNext()) {    if(t->length) {      fpt->processItems(t);      ttotal += t->length;      if(t->length < tmin) tmin = t->length;      if(t->length > tmax) tmax = t->length;    }    delete t;    tnr++;  }  cout << "項集讀取 [" << (clock()-start)/double(CLOCKS_PER_SEC) << "s]" << endl;  start = clock();  fpt->ReOrder();  fpt->Prune();  cout << "項集記錄和修剪[" << (clock()-start)/double(CLOCKS_PER_SEC) << "s]" << endl;  start = clock();  while(Transaction *t = data->getNext()) {    int i;    vector<int> list;    for(i=0; i<t->length; i++) {      set<Element>::iterator it = fpt->relist->find(Element(t->t[i],0));      if(it!=fpt->relist->end()) list.push_back(it->id);    }    int size=list.size();    sort(list.begin(), list.end());    delete t;    t = new Transaction(size);    for(i=0; i<size; i++) t->t[i] = list[i];    if(t->length) fpt->processTransaction(t);    delete t;  }  cout << "FPtree 構造 [" << (clock()-start)/double(CLOCKS_PER_SEC) << "s]" << endl;  if(out) fprintf(out,"(%d)\n", tnr);  start = clock();  int *tmp  = new int[100];  added = fpt->grow(tmp,1);  delete [] tmp;  delete [] FPtree::remap;  delete FPtree::relist;  cout << " 頻繁項集生成" << (clock()-start)/double(CLOCKS_PER_SEC) << "s]" << endl;  return added;}