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Merge words by head-tail chaining
Merge Words by Head-Tail Chaining
Given a list of lowercase words, merge them into a single string by repeatedly chaining words.
Chaining Rules
- The last character of the current string must equal the first character of the next word.
- When chaining, do not duplicate the shared character. For example, if 'abc' is followed by 'ctr', the result is 'abctr', not 'abcctr'.
- Words may be reordered arbitrarily to form a valid chain.
Deliverables
- Return any valid merged string that uses all words exactly once.
- If no such chain exists, return the string 'IMPOSSIBLE'.
Example
- Input:
['abc','rgn','ctr'] - Output:
'abctrgn'- Explanation: 'abc' + 'ctr' (shared 'c') -> 'abctr'. Then 'abctr' + 'rgn' (shared 'r') -> 'abctrgn'.
Constraints
1 <= n <= 10^5(number of words)1 <= len(word) <= 50(length of each word)
Performance Expectation
- The algorithm should run in near-linear time with respect to the total input size (sum of lengths of all words).
Discussion Points
- The problem can be modeled by representing words as edges in a directed multigraph with 26 nodes (one for each letter 'a' through 'z'). The task then involves finding an Eulerian path.
- Consider edge cases such as:
- Multiple words that could connect the same two characters (e.g., two instances of 'ab').
- Self-loops (e.g., a word like 'aa').
- Disconnected components in the graph.
AI interview prep
Core dilemma
The central engineering conflict is efficiently constructing a graph from word relationships and then finding an Eulerian path (or circuit) that uses every word exactly once, all while adhering to strict near-linear time complexity for potentially very large inputs.
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Unlock the interviewer X-Ray rubric, tradeoff matrix, stress tests, clarifying questions, and key concepts.
Merge words by head-tail chaining
Merge Words by Head-Tail Chaining
Given a list of lowercase words, merge them into a single string by repeatedly chaining words.
Chaining Rules
- The last character of the current string must equal the first character of the next word.
- When chaining, do not duplicate the shared character. For example, if 'abc' is followed by 'ctr', the result is 'abctr', not 'abcctr'.
- Words may be reordered arbitrarily to form a valid chain.
Deliverables
- Return any valid merged string that uses all words exactly once.
- If no such chain exists, return the string 'IMPOSSIBLE'.
Example
- Input:
['abc','rgn','ctr'] - Output:
'abctrgn'- Explanation: 'abc' + 'ctr' (shared 'c') -> 'abctr'. Then 'abctr' + 'rgn' (shared 'r') -> 'abctrgn'.
Constraints
1 <= n <= 10^5(number of words)1 <= len(word) <= 50(length of each word)
Performance Expectation
- The algorithm should run in near-linear time with respect to the total input size (sum of lengths of all words).
Discussion Points
- The problem can be modeled by representing words as edges in a directed multigraph with 26 nodes (one for each letter 'a' through 'z'). The task then involves finding an Eulerian path.
- Consider edge cases such as:
- Multiple words that could connect the same two characters (e.g., two instances of 'ab').
- Self-loops (e.g., a word like 'aa').
- Disconnected components in the graph.