Information is present in the screenshot and below. Based on that need help in solving the code for this problem in python. The time complexity has to be as less as possible (nlogn or n at best, no n^2). Apply dynamic programming. Do not use recursion/memoization. Make sure ALL test cases return expected outputs. Sample Input 0 4 4 1

Database System Concepts
7th Edition
ISBN:9780078022159
Author:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Publisher:Abraham Silberschatz Professor, Henry F. Korth, S. Sudarshan
Chapter1: Introduction
Section: Chapter Questions
Problem 1PE
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Information is present in the screenshot and below. Based on that need help in solving the code for this problem in python. The time complexity has to be as less as possible (nlogn or n at best, no n^2). Apply dynamic programming. Do not use recursion/memoization. Make sure ALL test cases return expected outputs.

Sample Input 0
4 4
1
2
3
4
0
1
2
3

Sample Output 0
1
3
7
15

Explanation 0
You are given the sequence 1,2,3,4.
F0 = A0 = 1
F1 = A1 + F0 = 2 + 1 = 3
F2 = A2 + F1 + F0 = 3 + 3 + 1 = 7
F3 = A3 + F2 + F1 + F0 = 4 + 7 + 3 + 1 = 15

The actual code

def solve(k,a):
    MOD = 1000000007
    # compute and return answer here
    
    
q, n = list(map(int,input().rstrip().split(" ")))
a = [int(input().rstrip()) for i in range(n)]
outs = []
for i in range(q):
    k = int(input().rstrip())
    outs.append(solve(k,a))
print("{}".format("\n".join(list(map(str,outs)))))
There is a notorious sequence that grows too fast and too furiously. We can define it as follows:
Given a sequence A0, A₁,..., An-1.
Fn An if n = 0
=
Fr
=
= An +F; if n > 0
You must answer queries. For each query, k, you must output F. This number may be so fast and furious
that so print it mod (10⁹ + 7). See the sample input to see an example computation.
Input Format
Input begins with a line with two space-separated integers Q and N, indicating the number of queries and
the number of given values in the sequence.
N lines follow, the ith line containing a single integer Aį.
lines follow, each containing a query k.
Constraints
1≤Q≤ 3.105
1≤N ≤ 2.10³
0 <k < N
0 ≤ A ≤ 10⁹
Output Format
For each query, output a single line containing f(k) mod (10⁹ + 7).
Transcribed Image Text:There is a notorious sequence that grows too fast and too furiously. We can define it as follows: Given a sequence A0, A₁,..., An-1. Fn An if n = 0 = Fr = = An +F; if n > 0 You must answer queries. For each query, k, you must output F. This number may be so fast and furious that so print it mod (10⁹ + 7). See the sample input to see an example computation. Input Format Input begins with a line with two space-separated integers Q and N, indicating the number of queries and the number of given values in the sequence. N lines follow, the ith line containing a single integer Aį. lines follow, each containing a query k. Constraints 1≤Q≤ 3.105 1≤N ≤ 2.10³ 0 <k < N 0 ≤ A ≤ 10⁹ Output Format For each query, output a single line containing f(k) mod (10⁹ + 7).
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