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First Day Where You Have Been in All the Rooms

Number: 2124

Difficulty: Medium

Paid? No

Companies: ByteDance


Problem Description

There are n rooms labeled from 0 to n - 1. Starting from room 0 on day 0, each day you visit a room. The next room to visit is determined by these rules:

  • If you visit room i and it is your odd-numbered visit (including the current one), then on the next day you visit room nextVisit[i] (where 0 <= nextVisit[i] <= i).
  • If it is your even-numbered visit, you will visit room (i + 1) mod n. Determine the first day when you have visited every room at least once. Because the number of days can be very large, return the answer modulo 10^9 + 7.

Key Insights

  • Use dynamic programming (DP) where dp[i] represents the number of days needed to have visited rooms 0 through i.
  • The recurrence relation is derived from the observation that to visit room i for the first time, you come from room i - 1, but you might need to “revisit” previous rooms based on the odd/even visit pattern.
  • The recurrence: dp[i] = (2 * dp[i - 1] - dp[nextVisit[i - 1]] + 2) modulo MOD.
  • Initialize with dp[0] = 0 since room 0 is visited on day 0.
  • The final answer is given by dp[n - 1].

Space and Time Complexity

Time Complexity: O(n), since we compute dp[i] for each room from 1 to n - 1. Space Complexity: O(n), for storing the dp array.


Solution

We use a DP table where each element dp[i] represents the number of days required so that all rooms from 0 to i have been visited at least once. To derive dp[i]:

  • When arriving at room i (from room i-1), if you have visited room i-1 an odd number of times, you go to room nextVisit[i-1]. This causes extra days before progressing.
  • When the visit count is even, you go directly to room i.

This results in the recurrence: dp[i] = (2 * dp[i - 1] - dp[nextVisit[i - 1]] + 2) modulo MOD This recurrence accounts for the necessary “backtracking” to the room specified by nextVisit[i-1] and then finally moving forward. The twist is that you must visit room i - 1 once more (even visit) before going to room i. Finally return dp[n - 1] modulo MOD.

Data structures used:

  • Array: dp[] of length n to store the number of days.

The trick is to carefully handle the recurrence and the modulo operation to avoid overflow.


Code Solutions

MOD = 10**9 + 7

def firstDayBeenInAllRooms(nextVisit):
    n = len(nextVisit)
    dp = [0] * n
    # dp[0] = 0 as room 0 is visited on day 0
    for i in range(1, n):
        # The recurrence relation accounts for the revisit and advancement:
        # dp[i] = (2*dp[i-1] - dp[nextVisit[i-1]] + 2) modulo MOD
        dp[i] = (2 * dp[i - 1] - dp[nextVisit[i - 1]] + 2) % MOD
    return dp[n - 1]

# Example usage:
print(firstDayBeenInAllRooms([0,0]))   # Output: 2
print(firstDayBeenInAllRooms([0,0,2])) # Output: 6
print(firstDayBeenInAllRooms([0,1,2,0])) # Output: 6
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