Datasets:
File size: 1,519 Bytes
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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()
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