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
representing a non-negative integer.
num -
We also have an integer
which denotes the number of digits we need to remove from
k.num -
Our goal is to form the smallest possible integer after removing these
digits.
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
. For each digit, we compare it with the top of the stack (the most recently added digit). If the current digit is smaller than the top of the stack and we still have some digits to remove (
num), we pop the stack to remove the top digit. This ensures that smaller digits are prioritized and larger digits are removed if they are not the most optimal choice.k > 0 -
Once every digit has been processed, there could still be remaining digits to remove (
). In this case, we trim the digits from the end of the stack.
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
to hold the digits of the resulting number.
stack -
Traverse each character
in the input string
digit.num -
Inside the loop, while
is greater than 0,
kis not empty, and the last element instackis greater thanstack:digit -
Remove the last element from
(this ensures a smaller number will form).
stack -
Decrease
by 1 to account for the removed digit.
k -
Append the current
to the
digit.stack -
Once the entire string
has been processed,
nummight still be greater than 0. If so, remove the lastkdigits from the stack by poppingktimes.k -
Join all elements of
to form a string and remove leading zeroes using
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