
Problem Statement
In this problem, you are tasked to partition a long library corridor lined with seats (denoted by 'S') and decorative plants (denoted by 'P'). The corridor is represented as a string corridor
where 'S' and 'P' represent seats and plants respectively. Your aim is to install dividers such that you can segment the corridor into multiple non-overlapping sections. Each section must contain exactly two seats and could contain any number of plants. The configuration of this segmentation can lead to multiple valid arrangements.
Initially, dividers are placed at the very start (before index 0
) and at the very end (after the last index). Additional dividers can be placed between any two characters in the string. You need to calculate the number of distinct ways to divide the corridor under the given rules. Due to potential large results, the output should be the count modulo 10^9 + 7
. If it's not possible to segment the corridor as required, the function should return 0.
The challenge not only involves generating all possible valid partitions but also understanding how placements of dividers can differ yet result in the same segmentations, or differ to create unique valid segmentations.
Examples
Example 1
Input:
corridor = "SSPPSPS"
Output:
3
Explanation:
There are 3 different ways to divide the corridor. The black bars in the above image indicate the two room dividers already installed. Note that in each of the ways, each section has exactly two seats.
Example 2
Input:
corridor = "PPSPSP"
Output:
1
Explanation:
There is only 1 way to divide the corridor, by not installing any additional dividers. Installing any would create some section that does not have exactly two seats.
Example 3
Input:
corridor = "S"
Output:
0
Explanation:
There is no way to divide the corridor because there will always be a section that does not have exactly two seats.
Constraints
n == corridor.length
1 <= n <= 105
corridor[i]
is either'S'
or'P'
.
Approach and Intuition
Counting Seats and Determining Feasibility:
- Start by counting the total number of seats ('S'). If the count is odd or less than two, immediately return 0 since it's not possible to form sections with exactly two seats each.
Placement of Dividers After Every Two Seats:
- Traverse the
corridor
string while keeping track of the number of seats encountered. Every time you count two seats, consider the possibility of placing a divider. - Count ways to place dividers between sections created every time two seats are grouped. This placement must consider all plants ('P') that can be included in these sections.
- Traverse the
Multiplicative Combinations for Divider Placements:
- Inserting a divider is optional but must adhere to the rule of exactly two seats per section. For each possible point to place a divider (right after two seats are counted), calculate the number of ways forward without disturbing the structure of two seats per section already counted.
Dynamic Programming for Count Management:
- Use dynamic programming to remember the number of ways the corridor can be divided up to a certain point. This array updates as you process different valid divisions, thus building up on previous calculations.
Final Calculation and Modulo Operation:
- As you iterate to the end of the string, maintain all possibilities valid up to that point under modulo
10^9 + 7
to manage large numbers and prevent overflow.
- As you iterate to the end of the string, maintain all possibilities valid up to that point under modulo
This approach allows for constructing segments progressively while counting the number of possible configurations dynamically, leading to an efficient solution even for longer strings, respecting the constraints.
Solutions
- C++
- Java
- C
- JavaScript
- Python
class Solution {
public:
int countPaths(string path) {
const int MOD = 1000000007;
long ways = 1;
int sectionSeats = 0;
int lastSIndex = -1;
for (int i = 0; i < path.length(); i++) {
if (path[i] == 'S') {
sectionSeats++;
if (sectionSeats == 2) {
lastSIndex = i;
sectionSeats = 0;
} else if (sectionSeats == 1 && lastSIndex != -1) {
ways *= (i - lastSIndex);
ways %= MOD;
}
}
}
if (sectionSeats == 1 || lastSIndex == -1) return 0;
return (int) ways;
}
};
The provided C++ solution is designed to solve the problem of counting the number of valid path divisions in a pathway, where sections are divided by 'S' characters representing seats. The corridor is represented as a string where each character can either be a 'S' or 'P', with 'S' standing for seats and 'P' for plants. The objective is to determine the number of ways to divide the corridor into sections, each containing exactly two 'S'.
Key aspects of the provided code include:
The
countPaths
function initiates by preparing essential variables:MOD = 1000000007
helps in keeping results within integer limits using modulo operations to avoid overflow.ways
tracks the total number of ways to divide the corridor up to the current section of processing and starts with an initial value of 1 to represent a valid single way.sectionSeats
counts the seats encountered and resets after every two seats.lastSIndex
keeps track of the index of the second seat in the last counted section.
The logic iterates through each character in the string:
- When a seat ('S') is encountered, it increases the
sectionSeats
counter. - If
sectionSeats
hits 2 (indicating the end of a valid section), it updateslastSIndex
with the current index and resetssectionSeats
to begin counting for a new section. - If it's the first seat encountered after a previously completed section (
sectionSeats == 1
andlastSIndex != -1
), it computes the number of ways considering the seats' positions sincelastSIndex
.
- When a seat ('S') is encountered, it increases the
The multiplier
ways
captures the number of variations possible from one seating position to the next by considering the positions of intermediate plant characters as potential starting points for new sections.The function concludes by verifying the conditions:
- It returns 0 if an incomplete section remains (i.e., a single 'S' that hasn't formed a pair).
- It also returns 0 if no complete sections were found.
Finally, it returns the total count of division ways considering all possible placements, calculated under modulo operations to handle large numbers.
This solution is efficient in terms of both time and space complexity, iterating through the string in linear time (O(n)
), while only using a constant amount of extra space (O(1)
). It gracefully handles edge cases like strings without 'S' or strings with an uncomfortable number of 'S' to avoid unexpected sections. Overall, this implementation provides a robust and optimized approach to solving the problem using modular arithmetic and efficient counting mechanisms.
class Solution {
public int countWays(String path) {
// Modulus value for avoiding large number overflow
final int MODULO = 1_000_000_007;
// Variable to store the result of possible arrangements
long ways = 1;
// Count of seats found in the current segment
int seatCounter = 0;
// Save last seen seat's index
Integer lastSectionEnd = null;
// Processing each character in the corridor
for (int i = 0; i < path.length(); i++) {
if (path.charAt(i) == 'S') {
seatCounter++;
// Handle the scenario when a pair is completed
if (seatCounter == 2) {
lastSectionEnd = i;
seatCounter = 0; // Reset for new segment
}
// Only process multiplication if at least one pair is found
else if (seatCounter == 1 && lastSectionEnd != null) {
ways *= (i - lastSectionEnd);
ways %= MODULO; // Keep the result within bounds
}
}
}
// Conditions if impossible to appropriately partition
if (seatCounter == 1 || lastSectionEnd == null) {
return 0;
}
// Final number of arrangements
return (int) ways;
}
}
This Java solution aims to solve the problem of counting the possible ways to segment a long corridor based on seats ('S') and plants ('P'). The method countWays
receives a String path
representing the layout of the corridor.
Here's how the solution operates:
- Declare and initialize a modulus constant
MODULO
to prevent overflow during calculations due to large numbers. - Use a
long
variable,ways
, initialized to 1, to hold the result. - Use
int seatCounter
to keep track of the number of seats found in the current segment. - Use
Integer lastSectionEnd
to store the index of the last seat in the previous successfully counted segment.
The code processes each character in the path
:
- Increments
seatCounter
when a seat ('S') is encountered. - Every two seats detected (when
seatCounter
equals 2), updatelastSectionEnd
to the current index and resetseatCounter
to 0 for the next potential segment. - Multiplies
ways
by the distance between current and last found pairs of seats if a single seat is found following an earlier pair, updating the result moduloMODULO
.
Special cases are handled:
- Return 0 if ending with an unpaired seat or if no seats are found throughout the corridor.
At the end of the loop, if the corridor is appropriately segmented, the method returns the number of possible arrangements cast to an int, ensuring it fits expected variable sizes. Thus, the solution efficiently partitions the corridor and computes all segmentations without direct iteration over vast sections repeatedly, making it computationally efficient.
int calculatePaths(char* path){
const int MOD_CONSTANT = 1000000007;
long ways = 1;
int seatCount = 0;
int lastValidIndex = -1;
int pathLength = strlen(path);
for (int i = 0; i < pathLength; i++) {
if (path[i] == 'S') {
seatCount++;
if (seatCount == 2) {
lastValidIndex = i;
seatCount = 0;
} else if (seatCount == 1 && lastValidIndex != -1) {
ways *= (i - lastValidIndex);
ways %= MOD_CONSTANT;
}
}
}
if (seatCount == 1 || lastValidIndex == -1) {
return 0;
}
return (int) ways;
}
In the provided C code, you calculate the number of ways to divide a long corridor into sections based on the placement of seats represented by 'S' in a given path string. The method utilizes a modulo constant to prevent overflow issues during computation. Here's how the code accomplishes the task:
- Initialize variables to count the number of ways (
ways
), count seats (seatCount
), and store the index of the last valid seat position (lastValidIndex
). - Iterate over the characters in the path. For each seat ('S') encountered:
- Increment the
seatCount
. - If two seats are counted (
seatCount
reaches 2), reset theseatCount
to zero and updatelastValidIndex
to the current index. - If one seat is counted and it's not the first seat in the path (
lastValidIndex
is not -1), calculate the product of the number of ways and the distance between the current and the last valid seat index. Apply the modulo operation to keep the number manageable.
- Increment the
- After iterating through the path, if the
seatCount
does not return to zero after the last seat or no valid seats were found (lastValidIndex
is -1), return 0 as no valid division can be made. - Otherwise, return the total number of ways calculated as an integer.
The crux of the solution lies in efficiently counting possible divisions using seat placements while adhering to modular arithmetic to handle large numbers. The approach ensures that the solution remains computationally feasible and precise for large input strings.
var countWays = function(path) {
const MODULO = (10 ** 9) + 7;
let ways = 1;
let seatCount = 0;
let lastSIndex = -1;
for (let i = 0; i < path.length; i++) {
if (path[i] == 'S') {
seatCount++;
if (seatCount == 2) {
lastSIndex = i;
seatCount = 0;
} else if (seatCount == 1 && lastSIndex != -1) {
ways *= (i - lastSIndex);
ways %= MODULO;
}
}
}
if (seatCount == 1 || lastSIndex == -1) {
return 0;
}
return ways;
};
In the solution for the problem of finding the number of ways to divide a long corridor, the JavaScript function countWays
is utilized to compute the possible configurations.
Initialize constants and variables:
- A modulus
MODULO
is defined for handling large numbers, set to (10^9 + 7). ways
is initialized to 1, representing the number of ways to partition the corridor.seatCount
keeps track of the consecutive seats encountered.lastSIndex
stores the index of the last seat in a valid section.
- A modulus
Process every character in the path string:
- When encountering a seat ('S'):
- Increment the
seatCount
. - If two seats have been counted:
- Update
lastSIndex
to the current index and resetseatCount
for the next potential section.
- Update
- If only one seat has been counted and there is a preceding valid section (
lastSIndex
is not -1):- Calculate possible ways of dividing between the current seat and the last seat index, updating the
ways
variable and applying the modulus for large number handling.
- Calculate possible ways of dividing between the current seat and the last seat index, updating the
- Increment the
- When encountering a seat ('S'):
Final evaluation:
- If after processing all characters only one seat remains unchecked or no valid section has been established (
lastSIndex
is -1), return 0 as no valid division is possible. - Otherwise, return the value of
ways
, representing the total number of valid partitioning configurations.
- If after processing all characters only one seat remains unchecked or no valid section has been established (
This solution efficiently considers every possible partitioning between valid sections of seats while ensuring operations remain within computational limits using modulus arithmetic.
class Solution:
def waysToPartition(self, section: str) -> int:
# Defining the modulus for large numbers
modulus = 10**9 + 7
# Initialize result multipler
ways = 1
# Temp counter for 'S'
temp_seats = 0
# Last index recorded for 'S'
last_seat_index = None
# Loop through corridor elements
for idx, place in enumerate(section):
if place == "S":
temp_seats += 1
# Handle complete pair of 'S'
if temp_seats == 2:
last_seat_index = idx
temp_seats = 0
# Handling pairs calculation
elif temp_seats == 1 and last_seat_index is not None:
ways *= (idx - last_seat_index)
ways %= modulus
# Check for unmatch pair or no pairs
if temp_seats == 1 or last_seat_index is None:
return 0
# Return calculated ways
return ways
In the Python3 solution provided, the goal is to determine the number of ways a long corridor can be partitioned based on specific conditions involving seat pairs marked by 'S'. The implementation includes the following key steps:
- Initialize a
modulus
to handle large number calculations, set to (10^9 + 7). - Initialize
ways
to 1, which is used to store the total number of partitioning ways. - Utilize
temp_seats
to count temporary occurrences of 'S' andlast_seat_index
to store the last index where 'S' was encountered. - Iterate through the given corridor sections using a loop.
- For each seat 'S' found, increment the
temp_seats
counter. - If
temp_seats
reaches 2, indicating a pair, updatelast_seat_index
and resettemp_seats
. - If
temp_seats
is 1 (indicating the start of a potential new pair) andlast_seat_index
is not None, calculate the number of ways by multiplying the current number ofways
with the distance from thelast_seat_index
to the current index, then apply the modulus to handle large values. - At the end of the iteration, if there is an unmatched 'S' left or if no 'S' was found throughout the section (
last_seat_index
is None), the function returns 0 suggesting no possible partitions.
The function finally returns ways
, indicating the total number of ways to partition the corridor satisfying the conditions of pairs of seats. This solution handles edge cases like unmatched seats and sections completely devoid of 'S', ensuring accurate and efficient computation for possible partitions.
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