Sabarish, A doctor forms a grid where each cell represents the condition of a patient. The cell can take any of the three values as follows: 1-The person is virus free 2-The person is infected with the virus 3-Empty cellIt takes one day for the virus to spread from one person to another. Every day any virus free person who is adjacent (4-directionally) to the infected person catches the disease.Given the initial grid help the doctor to find the minimum number of days that must elapse until everyone has been infected. If this impossible return -1.Example:-Suppose the input grid is 2 1 1 1 1 3 3 1 1After day 1 the grid will be 2 2 1 2 1 3 3 1 1After day 2 the grid will be 2 2 2 2 2 3 3 1 1 After day 3 the grid will be 2 2 2 2 2 3 3 2 1After day 4 the grid will be 2 2 2 2 2 3 3 2 2So, the minimum number of days is 4Input format:-Numbers of row in the gridNumbers of column in the gridContents of the grid(next row*column lines)Output format:-Minimum number of days required
Question
Sabarish, A doctor forms a grid where each cell represents the condition of a patient. The cell can take any of the three values as follows: 1-The person is virus free 2-The person is infected with the virus 3-Empty cellIt takes one day for the virus to spread from one person to another. Every day any virus free person who is adjacent (4-directionally) to the infected person catches the disease.Given the initial grid help the doctor to find the minimum number of days that must elapse until everyone has been infected. If this impossible return -1.Example:-Suppose the input grid is 2 1 1 1 1 3 3 1 1After day 1 the grid will be 2 2 1 2 1 3 3 1 1After day 2 the grid will be 2 2 2 2 2 3 3 1 1 After day 3 the grid will be 2 2 2 2 2 3 3 2 1After day 4 the grid will be 2 2 2 2 2 3 3 2 2So, the minimum number of days is 4Input format:-Numbers of row in the gridNumbers of column in the gridContents of the grid(next row*column lines)Output format:-Minimum number of days required
Solution
The problem you're describing is a classic example of a breadth-first search (BFS) problem in graph theory. Here's a step-by-step solution:
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First, we need to identify the initial infected persons (cells with value 2) and add them to a queue. We also need to count the number of virus-free persons (cells with value 1).
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Then, we start a loop that continues until the queue is empty. In each iteration of the loop, we remove a cell from the queue and check its four adjacent cells. If an adjacent cell is virus-free, we infect it (change its value to 2), decrement the count of virus-free persons, and add it to the queue.
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We also keep track of the number of days passed. Since the virus spreads to all adjacent virus-free persons in one day, the number of days is equal to the number of iterations of the loop.
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The loop ends when either the queue is empty or there are no more virus-free persons. If there are no more virus-free persons, the number of days is the minimum number of days required for everyone to be infected. If the queue is empty but there are still virus-free persons, it means that these persons are isolated and cannot be infected, so we return -1.
Here's a Python code snippet that implements this solution:
from collections import deque
def min_days(grid):
rows, cols = len(grid), len(grid[0])
queue = deque()
free_count = 0
for r in range(rows):
for c in range(cols):
if grid[r][c] == 2:
queue.append((r, c, 0))
elif grid[r][c] == 1:
free_count += 1
if free_count == 0:
return 0
directions = [(0, 1), (0, -1), (1, 0), (-1, 0)]
days = 0
while queue:
r, c, days = queue.popleft()
for dr, dc in directions:
nr, nc = r + dr, c + dc
if 0 <= nr < rows and 0 <= nc < cols and grid[nr][nc] == 1:
grid[nr][nc] = 2
free_count -= 1
queue.append((nr, nc, days + 1))
if free_count == 0:
return days
return -1
This function takes a 2D list grid as input and returns the minimum number of days required for everyone to be infected. If it's impossible to infect everyone, it returns -1.
Similar Questions
Help the doctorSabarish, A doctor forms a grid where each cell represents the condition of a patient. The cell can take any of the three values as follows: 1-The person is virus free 2-The person is infected with the virus 3-Empty cellIt takes one day for the virus to spread from one person to another. Every day any virus free person who is adjacent (4-directionally) to the infected person catches the disease.Given the initial grid help the doctor to find the minimum number of days that must elapse until everyone has been infected. If this impossible return -1.Example:-Suppose the input grid is 2 1 1 1 1 3 3 1 1After day 1 the grid will be 2 2 1 2 1 3 3 1 1After day 2 the grid will be 2 2 2 2 2 3 3 1 1 After day 3 the grid will be 2 2 2 2 2 3 3 2 1After day 4 the grid will be 2 2 2 2 2 3 3 2 2So, the minimum number of days is 4Input format:-Numbers of row in the gridNumbers of column in the gridContents of the grid(next row*column lines)Output format:-Minimum number of days required
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