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Which line contains a subtle bug that causes incorrect counts?

medium🐞 Bug Identification Q7 of Q15
Subsets & Combinations - Number of Valid Words for Each Puzzle
Examine the following code snippet from the bitmask + hash map solution. Which line contains a subtle bug that causes incorrect counts? ```python def findNumOfValidWords(words, puzzles): freq = {} for word in words: mask = 0 for ch in set(word): mask |= 1 << (ord(ch) - ord('a')) if bin(mask).count('1') <= 7: freq[mask] = freq.get(mask, 0) + 1 res = [] for puzzle in puzzles: first = 1 << (ord(puzzle[0]) - ord('a')) count = 0 def backtrack(i, mask): nonlocal count if i == len(puzzle): if mask in freq and (mask & first): count += freq[mask] return backtrack(i + 1, mask) backtrack(i + 1, mask | (1 << (ord(puzzle[i]) - ord('a')))) backtrack(1, 0) res.append(count) return res ```
ALine checking if mask in freq and (mask & first)
BLine calling backtrack(1, 0) instead of backtrack(1, first)
CLine counting unique letters with bin(mask).count('1') <= 7
DLine building mask with mask |= 1 << (ord(ch) - ord('a'))
Step-by-Step Solution
Solution:
  1. Step 1: Identify backtrack call

    Backtrack should start with mask including first letter bit to ensure mandatory letter is included.
  2. Step 2: Check actual call

    Code calls backtrack(1, 0), missing first letter bit in initial mask, causing undercount.
  3. Final Answer:

    Option B -> Option B
  4. Quick Check:

    Starting with mask=0 misses mandatory first letter condition [OK]
Quick Trick: Initial mask must include puzzle's first letter bit [OK]
Common Mistakes:
MISTAKES
  • Starting subset enumeration without first letter
  • Misplacing first letter check
Trap Explanation:
PITFALL
  • Candidates often forget to include first letter bit in initial mask, causing subtle bugs.
Interviewer Note:
CONTEXT
  • Tests bug spotting in subset enumeration initialization
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