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Stack

Decode String

medium

DESCRIPTION (inspired by Leetcode.com)

Given an encoded string, write a function to return its decoded string that follows a specific encoding rule: k[encoded_string], where the encoded_string within the brackets is repeated exactly k times. Note that k is always a positive integer. The input string is well-formed without any extra spaces, and square brackets are properly matched. Also, assume that the original data doesn't contain digits other than the ones that specify the number of times to repeat the following encoded_string.

Inputs:

s = "3[a2[c]]"

Output:

"accaccacc"

Explanation

We start by initializing our stack, and the variables curr_string and current_number. The stack allows us to account for nested sequences correctly. curr_string represents the current string we currently decoding, and current_number represents the number of times we need to repeat it when the current decode sequence is completed (i.e. when we encounter a closing "]" bracket).

Visualization


def decodeString(s):
  stack = []
  curr_string = ""
  current_number = 0
  for char in s:
    if char == "[":
      stack.append(curr_string)
      stack.append(current_number)
      curr_string = ""
      current_number = 0
    elif char == "]":
      num = stack.pop()
      prev_string = stack.pop()
      curr_string = prev_string + num * curr_string
    elif char.isdigit():
      current_number = current_number * 10 + int(char)
    else:
      curr_string += char
  return curr_string

decode string

0 / 1

We then iterate over each character in the encoded string, handling each character as follows:

"[": Start of a new sequence

When we encounter an opening bracket, we push the current string curr_string and the current number current_number to the stack and reset curr_string to an empty string and current_number to 0. These values that we pushed onto the stack represent the "context" of the current sequence we are decoding. We use current_number to keep track of the number of times we need to repeat the current string we are about to decode, while curr_string represents the value of the string that will be prepended to the result of the current sequence.

Visualization


def decodeString(s):
  stack = []
  curr_string = ""
  current_number = 0
  for char in s:
    if char == "[":
      stack.append(curr_string)
      stack.append(current_number)
      curr_string = ""
      current_number = 0
    elif char == "]":
      num = stack.pop()
      prev_string = stack.pop()
      curr_string = prev_string + num * curr_string
    elif char.isdigit():
      current_number = current_number * 10 + int(char)
    else:
      curr_string += char
  return curr_string

[

0 / 2

"]": End of a sequence

When we encounter a closing bracket, we pop the top two values off the stack: first the repeat count we saved on the way in, then the previous string. We repeat curr_string by that count, prepend the previous string, and the result becomes our new curr_string.

Visualization


def decodeString(s):
  stack = []
  curr_string = ""
  current_number = 0
  for char in s:
    if char == "[":
      stack.append(curr_string)
      stack.append(current_number)
      curr_string = ""
      current_number = 0
    elif char == "]":
      num = stack.pop()
      prev_string = stack.pop()
      curr_string = prev_string + num * curr_string
    elif char.isdigit():
      current_number = current_number * 10 + int(char)
    else:
      curr_string += char
  return curr_string

]

0 / 1

We are finished decoding 2[c], so we repeat \"c\"2 times and prepend \"a\" and pop the top two values from the stack.

Digit

When char is a digit, we update current_number by multiplying it by 10 and adding the value of the digit. current_number is used to keep track of the number of times we need to repeat the current string we are just about to decode.

Visualization


def decodeString(s):
  stack = []
  curr_string = ""
  current_number = 0
  for char in s:
    if char == "[":
      stack.append(curr_string)
      stack.append(current_number)
      curr_string = ""
      current_number = 0
    elif char == "]":
      num = stack.pop()
      prev_string = stack.pop()
      curr_string = prev_string + num * curr_string
    elif char.isdigit():
      current_number = current_number * 10 + int(char)
    else:
      curr_string += char
  return curr_string

initialize variables

0 / 2

We need to repeat the result of decoding a2[c] 3 times.

Letter

When we encounter a letter, we append it to the current string curr_string.

Solution

Visualization

Try these examples:


def decodeString(s):
  stack = []
  curr_string = ""
  current_number = 0
  for char in s:
    if char == "[":
      stack.append(curr_string)
      stack.append(current_number)
      curr_string = ""
      current_number = 0
    elif char == "]":
      num = stack.pop()
      prev_string = stack.pop()
      curr_string = prev_string + num * curr_string
    elif char.isdigit():
      current_number = current_number * 10 + int(char)
    else:
      curr_string += char
  return curr_string

decode string

0 / 20

Complexity Analysis

For this problem, let n be the length of the input string and S be the length of the decoded output string.

Test Your Knowledge

Complexity Analysis

Time Complexity: O(S) While we iterate through the input string once in O(n) time, constructing the repeated strings takes time proportional to the total number of characters in the final decoded result. The decoded string can be much larger than the input (e.g., '3[a2[c]]' decodes to 'accaccacc').

Space Complexity: O(S) We need to store the decoded string, and in the worst case, the stack can also grow proportional to the output size when dealing with nested sequences.

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Explanation

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Complexity Analysis

Stack

Decode String

DESCRIPTION (inspired by Leetcode.com)

Explanation

"[": Start of a new sequence

"]": End of a sequence

Digit

Letter

Solution

Complexity Analysis

Test Your Knowledge

Complexity Analysis

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