Quick Overview

Implement `minimum_palindromic_block_changes(password, k)`. Work through the function contract, boundary cases, correctness argument, and time and space complexity expected in a production-quality solution.

Make Every Password Block a Palindrome

Company: Citadel

Role: Software Engineer

Category: Coding & Algorithms

Difficulty: medium

Interview Round: Take-home Project

Implement `minimum_palindromic_block_changes(password, k)`. The password length is a multiple of `k`. Partition it into consecutive blocks of exactly `k` characters. You may replace any character with any lowercase English letter. Return the minimum number of replacements needed so that every block is a palindrome. ### Constraints - `1 <= len(password) <= 200000` - `1 <= k <= len(password)` and `len(password) % k == 0` - `password` contains only lowercase English letters. ### Examples - `"abcaabba"`, `k = 4` returns `1`: change the first block `abca` to a palindrome; `abba` already is one. - `"abcdef"`, `k = 3` returns `2`: each of `abc` and `def` needs one mirrored-pair change. - `"aaaa"`, `k = 1` returns `0`. ```hint Exercise both parity cases Test odd and even block lengths, including `k = 1` and an already-palindromic block. ``` ```hint Check edits at different locations Include blocks whose disagreements occur near the ends, near the center, and in more than one place. ```

Quick Answer: Implement `minimum_palindromic_block_changes(password, k)`. Work through the function contract, boundary cases, correctness argument, and time and space complexity expected in a production-quality solution.

Partition `password` into consecutive blocks of exactly `k` characters. You may replace any character with any lowercase English letter. Return the minimum number of replacements needed so that every block is a palindrome. The password length is always a multiple of `k`.

Constraints

  • 1 <= len(password) <= 200000.
  • 1 <= k <= len(password), and len(password) is a multiple of k.
  • password contains only lowercase English letters.

Examples

Input: ('a', 1)

Expected Output: 0

Explanation: A one-character block is already a palindrome.

Input: ('aaaa', 1)

Expected Output: 0

Explanation: Every length-one block needs zero replacements.

Hints

  1. Test both odd and even block lengths, including k = 1 and an entire-password block.
  2. Include already-palindromic blocks and blocks with disagreements near the ends and near the center.
  3. Use several consecutive blocks so zero-, one-, and multiple-change blocks contribute to one total.

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