Remove K Digits
To solve this coding challenge, we need to identify how to strategically remove
digits from the string
, representing a non-negative integer, to produce the smallest possible integer. The solution leverages a greedy algorithm to remove digits in a way that minimizes the final number. Let's break down the steps for this solution in detail and provide a suitable pseudocode.
k
num
# Explanation
Clarifying the Problem Statement
-
We start with a string
num
-
We also have an integer
k
num
-
Our goal is to form the smallest possible integer after removing these
k
- We need to ensure that there are no leading zeros in our final result unless the entire result is just "0".
- We will use a stack to implement the greedy strategy for solving this problem. The stack helps in maintaining the digits of the resulting smallest number efficiently.
-
Traverse each digit of the given string
num
k > 0
-
Once every digit has been processed, there could still be remaining digits to remove (
k > 0
- After trimming the necessary digits, we concatenate the stack to form our final result.
- Ensure to strip any leading zeros from the result. If the final result is empty, return "0".
-
Create an empty list
stack
-
Traverse each character
digit
num
-
Inside the loop, while
k
stack
stack
digit
-
Remove the last element from
stack
-
Decrease
k
-
Append the current
digit
stack
-
Once the entire string
num
k
k
k
-
Join all elements of
stack
lstrip("0")
- If the resulting string is empty, return "0".
- Otherwise, return the processed string that represents the smallest number possible.
Approach to Solve the Problem
# Pseudocode
# Main function to remove k digits to form the smallest number
function removeKdigits(num: string, k: int) -> string:
# Initialize an empty stack to store digits of the resulting number
stack = []
# Iterate over each digit in the given number string `num`
for digit in num:
# While there are still digits to remove (`k > 0`) and the stack is not empty
# and the last digit in the stack is greater than the current digit
while k > 0 and stack is not empty and stack[-1] > digit:
# Pop the last digit from the stack (remove it) and decrement k
stack.pop()
k -= 1
# Push the current digit onto the stack
stack.append(digit)
# After processing all digits, if k is still greater than 0, remove the last k digits
while k > 0:
stack.pop()
k -= 1
# Join the stack into a string and remove any leading zeros
result = "".join(stack).lstrip("0")
# If the result is empty, return "0"
if result == "":
return "0"
# Return the resulting smallest number
return result