Remove Duplicate Letters
To solve this coding challenge, you need to remove duplicate letters from a given string
such that every letter appears only once and the resultant string is the smallest possible in lexicographical order. Let's dissect and understand the steps thoroughly.
s
Explanation
Problem Breakdown:
The essence of the problem lies in maintaining a sequence of characters where:- Each character appears only once.
- The resultant sequence is the smallest possible when compared dictionary-wise to any other possible combinations.
- Input consists solely of lowercase English letters.
- Ensure all input constraints are considered, especially the maximum length of the string which is 10,000.
- A counter to track the remaining occurrences of each character in the string.
- A set to keep track of characters already present in the resultant stack to avoid duplicates.
- Iterate through each character in the string.
- Decrement the count of the current character in the counter as it gets processed.
- If the character is already added to the stack (checked via a set), continue to the next character.
- Maintain the stack such that the characters are in the smallest lexicographical order by comparing and potentially removing elements in the stack based on the remaining counts.
- Append the current character to the stack and mark it as visited.
- Construct the result string by joining the elements of the stack.
- Initialize a stack to keep the resultant characters.
- Initialize a counter to count character occurrences in the input string.
- Initialize a set to keep track of characters currently in the stack.
- Loop through each character in the input string:
- Decrement the character count in the counter.
- If the character is already visited, skip to the next character.
- While the current character is smaller than the character at the top of the stack and the top character appears later in the string too, pop the stack.
- Remove the popped character from the visited set.
- Add the current character to the stack and mark it as visited.
- Return the joined stack as the resultant string.
Constraints and Considerations:
Strategy:
The approach leverages a stack to build the result string while ensuring the conditions above are met. The stack helps maintain the order of the characters, and we utilize additional data structures to manage counts and checks:Process Flow:
Detailed Steps in Pseudocode:
Pseudocode:
Main function to remove duplicate letters and ensure the smallest lexicographical order
# Function definition to remove duplicate letters while maintaining lexicographical order
Function removeDuplicateLetters(string input_string):
Initialize stack as an empty list # Stack to build the result
Initialize counter as a dictionary with character counts of input_string # Track remaining characters
Initialize visited as an empty set # Track characters in the stack
# Loop through each character in the string
For each character in input_string:
Decrement counter[character] by 1 # One less occurrence left
# Skip if character is already in the stack
If character in visited:
Continue to the next iteration
# Maintain lexicographical order by comparison and popping
While stack is not empty AND character < top of stack AND counter[top of stack] > 0:
Pop the top of stack
Remove the popped character from visited
# Append current character to stack and mark as visited
Append character to stack
Add character to visited
# Return the stack as a joined string
Return join the stack to form the resultant string
Detailed Steps:
- Initialize necessary structures (stack, counter, set).
- Loop through each character, adjust the character count.
- Ensure characters already visited are skipped.
- Utilize the stack for maintaining the lexicographical order by selectively removing characters based on comparisons and remaining counts.
- Finally, return the constructed string by joining elements in the stack.