async def provider_product_group(ns={}):
    db = DBPools()
    async with db.sqlorContext('kboss') as sor:
        try:
            product_get_sql = """select name, description, label, spec_note, productgroup from product where providerpid like '{}' and del_flg = 0;""".format(ns.get('prefix') + '_%%')
            products = await sor.sqlExe(product_get_sql, {})
            # 使用字典来按'group'字段分组数据
            grouped_data = {}
            for item in products:
                spec_note = json.loads(item['spec_note'].replace('None', '""'))
                for spec in spec_note:
                    if spec.get('configName') == 'url':
                        item['url'] = spec.get('value')
                    elif spec.get('configName') == 'listUrl':
                        item['listUrl'] = spec.get('value')
                    elif spec.get('configName') == 'iconUrl':
                        item['iconUrl'] = spec.get('value')
                item.pop('spec_note')
                group = item.get('productgroup')
                if group not in grouped_data:
                    grouped_data[group] = []
                grouped_data[group].append(item)

            # 构造最终的数据结构
            result = []
            for group, persons in grouped_data.items():
                result.append({'title': group, 'products': persons})

            priority = {'计算': 0, '网络': 1, '存储': 2, '数据库': 3, '大数据平台': 4}
            sorted_data = sorted(
                result,
                key=lambda x: (priority.get(x['title'], 4), result.index(x))
            )

            return {
                'status': True,
                'msg': 'get product success',
                'data': sorted_data
            }
        except Exception as e:
            print(e)
            return {
                'status': False,
                'msg': str(e)
            }

ret = await provider_product_group(params_kw)
return ret