import sqlite3 import json import ast def save_to_json(): conn = sqlite3.connect('perfume_database.db') cursor = conn.cursor() cursor.execute('SELECT * FROM perfumes') rows = cursor.fetchall() column_names = [description[0] for description in cursor.description if description[0] not in ('id', 'image_id')] perfumes = [] for counter, row in enumerate(rows): perfume = dict(zip(column_names, [value for i, value in enumerate(row) if cursor.description[i][0] not in ('id', 'image_id')])) if 'ingredients' in perfume: try: perfume['ingredients'] = ast.literal_eval(perfume['ingredients']) except (ValueError, SyntaxError) as e: print(e) if not perfume.get('ingredients'): continue if 'brand' in perfume: perfume['brand'] = perfume['brand'].title() if 'name_perfume' in perfume: perfume['name_perfume'] = perfume['name_perfume'].title() # Convert genders if 'gender' in perfume: gender_map = {'M': 'Male', 'F': 'Female', 'U': 'Unisex'} perfume['gender'] = gender_map.get(perfume['gender'], perfume['gender']) perfumes.append(perfume) # if counter == 1100: # break with open('perfumes.json', 'w', encoding='utf-8') as json_file: json.dump(perfumes, json_file, ensure_ascii=False, indent=0) conn.close() save_to_json()