-check this code then, In python 3 make a code that shows the performance curve of the algorithm using time measurements 1. Approach: Non recursive: //include necessary header files #include using namespace std; //main function int main() {     int days,buy_on_this_day ,sell_on_this_day;     //get number of days as input from user     cout<<"Enter number of days: ";     cin>>days;     int stock_price[days];     for(int i=0;i>stock_price[i];     }     int i=0;     for(int i=0;i= stock_price[i-1])         i++;         sell_on_this_day =i-1;         cout< using namespace std; //recurrsive function to find max profit int maxPro(int stock_price[], int starting_day, int last_day) {     if (last_day <= starting_day)         return 0;     int maximum_profit = 0;     for (int i = starting_day; i < last_day; i++)      {         for (int j = i + 1; j <= last_day; j++)          {             if (stock_price[j] > stock_price[i])              {                 //update  profit                 int pro = (stock_price[j] - stock_price[i]) + maxPro(stock_price, starting_day, i - 1) + maxPro(stock_price, j + 1, last_day);                //update maximum profit                 maximum_profit = max(maximum_profit, pro);             }         }     }     return maximum_profit; } //main function int main() {   //declare variables     int days,buy_on_this_day ,sell_on_this_day ;     //get days and stock price as input     cout<<"Enter number of days: ";     cin>>days;     int stock_stock_price[days];     for(int i=0;i>stock_stock_price[i];     }     int ans =maxPro(stock_stock_price,0,days-1);     cout<<"max profit: "<

-check this code then, In python 3 make a code that shows the performance curve of the algorithm using time measurements

1. Approach: Non recursive:

//include necessary header files
#include <iostream>
using namespace std;
//main function
int main()
{
    int days,buy_on_this_day ,sell_on_this_day;
    //get number of days as input from user
    cout<<"Enter number of days: ";
    cin>>days;
    int stock_price[days];
    for(int i=0;i<days;i++)
    {   cout<<"Enter stock_price";
        cin>>stock_price[i];
    }
    int i=0;
    for(int i=0;i<days-1;i++)
    {
        //comparing  current price with next day price and finding the  minima
        while(i<days-1 && stock_price[i+1]<=stock_price[i])
        i++;

        if(i==days-1)
        break;
        buy_on_this_day  =i++;

        while(i<days && stock_price[i]>= stock_price[i-1])
        i++;
        sell_on_this_day =i-1;
        cout<<buy_on_this_day <<" : index of the change before  we buy"<<endl;
        cout<<sell_on_this_day<<"  :index of the change before we sell"<<endl;
    }
    int profit;
    int maxim =0;
    int minSofar = stock_price[0];
    for(int i=0;i<days;i++)
    {  //calculating the min, profit and max profit
        minSofar = min(minSofar, stock_price[i]);// update min s
        profit= stock_price[i]-minSofar; // update profit
        maxim = max(maxim,profit);// update maximum profit
        
    }
    cout<<"Maximum Profit: "<<maxim;
}

//2.APproach:Recurrsive:

//include necessary header files
#include <iostream>
using namespace std;
//recurrsive function to find max profit
int maxPro(int stock_price[], int starting_day, int last_day)
{
    if (last_day <= starting_day)
        return 0;
    int maximum_profit = 0;
    for (int i = starting_day; i < last_day; i++)
     {
        for (int j = i + 1; j <= last_day; j++)
         {
            if (stock_price[j] > stock_price[i]) 
            {
                //update  profit
                int pro = (stock_price[j] - stock_price[i]) + maxPro(stock_price, starting_day, i - 1) + maxPro(stock_price, j + 1, last_day);
               //update maximum profit
                maximum_profit = max(maximum_profit, pro);
            }
        }
    }
    return maximum_profit;
}
//main function
int main()
{   //declare variables
    int days,buy_on_this_day ,sell_on_this_day ;
    //get days and stock price as input
    cout<<"Enter number of days: ";
    cin>>days;
    int stock_stock_price[days];
    for(int i=0;i<days;i++)
    {    cout<<"Enter stock price";
        cin>>stock_stock_price[i];
    }
    int ans =maxPro(stock_stock_price,0,days-1);
    cout<<"max profit: "<<ans