I started with a sliding window idea and then they nudged me toward prefix sums which honestly made more sense once I drew it out.
First, normalize the sentence by extracting words and stripping punctuation while preserving apostrophes for syllable lookup. Then, compute prefix sums of syllable counts and use a sliding window or two-pointer technique to find the first contiguous sequence that matches 5-7-5 syllables, returning the three lines or null if none exists.
Pro tip: Clarify assumptions upfront: ask whether the dictionary is case-insensitive, how to handle unknown words (e.g., skip or return null), and whether punctuation should be ignored or treated as word boundaries. This shows attention to detail and avoids misalignment with the interviewer's expectations.
Ask about dictionary lookup rules (case sensitivity, unknown words, apostrophes), punctuation handling, and whether the haiku must use all words or just a contiguous subsequence. Confirm return type (null vs. empty).
Tokenize the sentence into words, stripping punctuation but preserving apostrophes (e.g., 'don't' stays as one token). Convert each word to lowercase for dictionary lookup. Handle irregular spacing by splitting on whitespace.
Map each token to its syllable count using the dictionary. If a word is unknown, decide on a fallback (e.g., skip the word, treat as 1 syllable, or return null). Build a prefix sum array for O(1) range sum queries.
Use a sliding window or two-pointer approach: iterate over possible start indices, and for each, find the first end index where the syllable sum equals 5, then continue to find the next segment summing to 7, then 5. Return the first such triple as three lines.
Analyze time complexity (O(n) with sliding window, O(n^2) naive) and space complexity (O(n) for prefix sums). Mention edge cases: empty sentence, no valid haiku, unknown words, punctuation, apostrophes, multiple spaces, and case sensitivity.
AI-generated suggestions, not part of the candidate's original notes. May be inaccurate — verify before relying on them.