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runningmedian.cpp
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#include <iostream>
using namespace std;
class minheap{
public:
int *arr;
int capacity;
int len;
minheap(int l);
void insert(int);
int parent(int); //index passed
void heapify(int); //index passed,bottom up heapify
void delmin();
//void changekey(int,int);
void topdownheapify(int);
void viewheap();
int getmin();
//void del(int); //deleting arbritrary element,index passed
int leftchild(int);
int rightchild(int);
};
minheap::minheap(int l)
{
len=0;
capacity=l;
arr=new int[capacity];
}
void minheap::insert(int element)
{
if(len==capacity)
{ cout<<"no space";
}
else
{
len++;
arr[len-1]=element;
heapify(len-1);
}
}
int minheap::parent(int l)
{
return (l-1)/2;
}
void minheap::heapify(int l)
{
int p=parent(l);
while(l>=0 && arr[p]>arr[l])
{
int temp=arr[l];
arr[l]=arr[p];
arr[p]=temp;
l=p;
p=(l-1)/2;
}
}
int minheap::getmin()
{
return arr[0];
}
void minheap::delmin()
{
arr[0]=arr[len-1];
len--;
topdownheapify(0);
}
int minheap::leftchild(int n)
{
return 2*n+1;
}
int minheap::rightchild(int n)
{
return 2*n+2;
}
void minheap::topdownheapify(int i)
{
int j,l=leftchild(i);
int r=rightchild(i);
while(l<len)
{
if(arr[l]<arr[r])
j=l;
else
j=r;
if(arr[j]<arr[i])
{
int temp=arr[j];
arr[j]=arr[i];
arr[i]=temp;
i=j;
l=leftchild(i);
r=rightchild(i);
}
else
break;
}
if(l==len-1)
if(arr[l]<arr[i])
{
int temp=arr[l];
arr[l]=arr[i];
arr[i]=temp;
}
}
void minheap::viewheap()
{
for(int i=0;i<len;i++)
cout<<arr[i]<<" ";
cout<<"\n";
}
class maxheap{
public:
int *arr;
int capacity;
int len;
maxheap(int l);
void insert(int);
int parent(int); //index passed
void heapify(int); //index passed,bottom up heapify
void delmax();
void topdownheapify(int);
void viewheap();
int getmax();
int leftchild(int);
int rightchild(int);
};
maxheap::maxheap(int l)
{
len=0;
capacity=l;
arr=new int[capacity];
}
void maxheap::insert(int element)
{
if(len==capacity)
{ cout<<"no space";
}
else
{
len++;
arr[len-1]=element;
heapify(len-1);
}
}
int maxheap::parent(int l)
{
return (l-1)/2;
}
void maxheap::heapify(int l)
{
int p=parent(l);
while(l>=0 && arr[p]<arr[l])
{
int temp=arr[l];
arr[l]=arr[p];
arr[p]=temp;
l=p;
p=(l-1)/2;
}
}
int maxheap::getmax()
{
return arr[0];
}
void maxheap::delmax()
{
arr[0]=arr[len-1];
len--;
topdownheapify(0);
}
int maxheap::leftchild(int n)
{
return 2*n+1;
}
int maxheap::rightchild(int n)
{
return 2*n+2;
}
void maxheap::topdownheapify(int i)
{
int j,l=leftchild(i);
int r=rightchild(i);
while(l<len)
{
if(arr[l]>arr[r])
j=l;
else
j=r;
if(arr[j]>arr[i])
{
int temp=arr[j];
arr[j]=arr[i];
arr[i]=temp;
i=j;
l=leftchild(i);
r=rightchild(i);
}
else
break;
}
if(l==len-1)
if(arr[l]>arr[i])
{
int temp=arr[l];
arr[l]=arr[i];
arr[i]=temp;
}
}
void maxheap::viewheap()
{
for(int i=0;i<len;i++)
cout<<arr[i]<<" ";
cout<<"\n";
}
void median(int u)
{
static maxheap max(100);
static minheap min(100);
static int median=0;
static int n1=0,n2=0;
if(u<median){
max.insert(u); n1++;
}
else if(u>median){
min.insert(u); n2++;
}
if(n1+1<n2)
{ int s=min.getmin();
min.delmin();
max.insert(s);
n2--;
n1++;
}
else if(n1>=n2+1)
{ int s=max.getmax();
max.delmax();
min.insert(s);
n2++;
n1--;
}
if((n1+n2)%2==1)
median=min.getmin();
else
median=(min.getmin()+max.getmax())/2;
cout<<"ans is"<<median<<"\n";
}
int main()
{
int t,u;
cin>>t;
while(t)
{
cin>>u;
median(u);
t--;
}
return 0;
}