| #!/usr/bin/env python3 | |
| """ | |
| WordNet-Based Clue Generator for Crossword Puzzles | |
| Uses NLTK WordNet to generate crossword clues by analyzing word definitions, | |
| synonyms, hypernyms, and semantic relationships. Integrated with the thematic | |
| word generator for complete crossword creation without API dependencies. | |
| Features: | |
| - WordNet-based clue generation using definitions and relationships | |
| - Integration with UnifiedThematicWordGenerator for word discovery | |
| - Interactive mode with topic-based generation | |
| - Multiple clue styles (definition, synonym, category, descriptive) | |
| - Difficulty-based clue complexity | |
| - Caching for improved performance | |
| """ | |
| import os | |
| import sys | |
| import re | |
| import time | |
| import logging | |
| from typing import List, Dict, Optional, Tuple, Set, Any | |
| from pathlib import Path | |
| from dataclasses import dataclass | |
| from collections import defaultdict | |
| import random | |
| # Set up logging | |
| logging.basicConfig( | |
| level=logging.INFO, | |
| format='%(asctime)s - %(name)s - %(levelname)s - %(message)s' | |
| ) | |
| logger = logging.getLogger(__name__) | |