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tactica.cpp
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tactica.cpp
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#include "tactica.h"
#include "Cluster.h"
using namespace std;
enum ZoneType getZoneType(Coordinate location)
{
if(location.x<=210&&location.y>=129.2&&location.y<=516.8)
return OWN_BOX;
else if(location.y<=129.2)
return LEFT;
else if(location.x>=210&&location.x<=840&&location.y>=129.2&&location.y<=516.8)
return MID;
else if(location.y>=516.8)
return RIGHT;
else
return BOX;
}
// refine the data
enum EventType setPassType(Coordinate p1,Coordinate p2)
{
switch(getZoneType(p1))
{
case OWN_BOX:
switch(getZoneType(p2))
{
case OWN_BOX:
return PASS_OWNBOX_TO_OWNBOX;
break;
case LEFT:
return PASS_OWNBOX_TO_LEFT;
break;
case MID:
return PASS_OWNBOX_TO_MID;
break;
case RIGHT:
return PASS_OWNBOX_TO_RIGHT;
break;
case BOX:
return PASS_OWN_BOX_TO_BOX;
break;
}
break;
case LEFT:
switch(getZoneType(p2))
{
case OWN_BOX:
return PASS_LEFT_TO_OWNBOX;
break;
case LEFT:
return PASS_LEFT_TO_LEFT;
break;
case MID:
return PASS_LEFT_TO_MID;
break;
case RIGHT:
return PASS_LEFT_TO_RIGHT;
break;
case BOX:
return PASS_LEFT_TO_BOX;
break;
}
break;
case MID:
switch(getZoneType(p2))
{
case OWN_BOX:
return PASS_MID_TO_OWNBOX;
break;
case LEFT:
return PASS_MID_TO_LEFT;
break;
case MID:
return PASS_MID_TO_MID;
break;
case RIGHT:
return PASS_MID_TO_RIGHT;
break;
case BOX:
return PASS_MID_TO_BOX;
break;
}
break;
case RIGHT:
switch(getZoneType(p2))
{
case OWN_BOX:
return PASS_RIGHT_TO_OWNBOX;
break;
case LEFT:
return PASS_RIGHT_TO_LEFT;
break;
case MID:
return PASS_RIGHT_TO_MID;
break;
case RIGHT:
return PASS_RIGHT_TO_RIGHT;
break;
case BOX:
return PASS_RIGHT_TO_BOX;
break;
}
break;
case BOX:
switch(getZoneType(p2))
{
case OWN_BOX:
return PASS_BOX_TO_OWNBOX;
break;
case LEFT:
return PASS_BOX_TO_LEFT;
break;
case MID:
return PASS_BOX_TO_MID;
break;
case RIGHT:
return PASS_BOX_TO_RIGHT;
break;
case BOX:
return PASS_BOX_TO_BOX;
break;
}
break;
}
}
//read file
bool readPassEvents(const char* filename,vector<Event> &event)
{
FILE *fp;
if((fp=fopen(filename,"r"))==NULL)
{
cout<<"Cannot Open "<<filename<<endl;
return false;
}
while(fgetc(fp)!='\n')
;
while(!feof(fp))
{
int frame;
char team[10];
Coordinate p1,p2;
char type[20];
Event e;
fscanf(fp,"%d%s%lf%lf%lf%lf%s",&frame,team,&p1.x,&p1.y,&p2.x,&p2.y,type);
e.frame=frame;
strcpy(e.team,team);
e.location=p1;
if(!strcmp(type,"pass"))
e.event_type=setPassType(p1,p2);
else
e.event_type=INTERCEPTION;
event.push_back(e);
}
fclose(fp);
return true;
}
// calculate the delta value using the algorithm given in the paper
double deltaFunc(Event e1,Event e2)
{
return sqrt(pow(e1.location.x-e2.location.x,2)+pow(e1.location.y-e2.location.y,2));
}
// calculate the "Distance" of 2 events, which is the benchmark of clustering
double getDeltaDistance(vector<Event> &p1,vector<Event> &p2)
{
const int M=p1.size();
const int N=p2.size();
double D[M][N];
for(int i=0;i<M;i++)
for(int j=0;j<N;j++)
{
if(i==0||j==0)
D[i][j]=deltaFunc(p1[i],p2[j]);
else
D[i][j]=deltaFunc(p1[i],p2[j])+min(min(D[i-1][j],D[i][j-1]),D[i-1][j-1]);
}
return D[M-1][N-1];
}
int main()
{
int front,rear;
vector<Event> v_event;
vector<Phase> v_phase_A; // team A
vector<Phase> v_phase_B; // team B
readPassEvents("pass.txt",v_event);
vector<Event>::iterator itr;
sort(v_event.begin(),v_event.end());
front = 0, rear = 0;
while (rear != v_event.size())
{
//findrear
while (rear != v_event.size() - 1 && v_event[rear + 1].frame - v_event[rear].frame <= 250 && !strcmp(v_event[rear + 1].team, v_event[rear].team)) {
rear++;
}
if (rear - front >= 2) {
Phase temp;
for (int i = front; i <= rear; i++)
temp.push_back(v_event[i]);
// seperating the phases of 2 teams
if(v_event[front].team[0] == 'A')
v_phase_A.push_back(temp);
else
v_phase_B.push_back(temp);
}
front = rear + 1;
rear = front;
}
cout << "CLUSTER PAHSE OF ARGENTINA" << endl;
vector<Cluster> clusters_A;
clusters_A = AHCluster(v_phase_A, 5); //Cluster here, change K if needed
printClusters(clusters_A); //in cluster.cpp
outputClusters(clusters_A, "Team1"); //incluster.cpp
cout << endl << endl;
cout << "CLUSTER PAHSE OF BRAZIL" << endl;
vector<Cluster> clusters_B;
clusters_B = AHCluster(v_phase_B, 5); //Cluster here, change K if needed
printClusters(clusters_B);
outputClusters(clusters_B, "Team2");
return 0;
}