import os
import yaml
from collections import Counter

def check_duplicates(directory):
    for root, dirs, files in os.walk(directory):
        for file in files:
            if file.endswith(".yaml"):
                filepath = os.path.join(root, file)
                try:
                    with open(filepath, 'r') as f:
                        data = yaml.safe_load(f)
                        
                    if not data or 'classes' not in data:
                        continue
                        
                    for class_name, class_def in data['classes'].items():
                        if 'slots' in class_def and class_def['slots']:
                            slots = class_def['slots']
                            counts = Counter(slots)
                            duplicates = [item for item, count in counts.items() if count > 1]
                            if duplicates:
                                print(f"File: {file}, Class: {class_name}, Duplicates: {duplicates}")
                                
                except Exception as e:
                    print(f"Error processing {file}: {e}")

if __name__ == "__main__":
    check_duplicates("/Users/kempersc/apps/glam/schemas/20251121/linkml/modules/classes")