插入我的嵌套数据框到我的数据库

我有一个数据框，其中嵌套字典项目，我不能存储该数据框到我的数据库。它给了我一个错误TypeError: sequence item 0: expected str instance, dict found。是否有一个解决这个问题插入我的嵌套数据框到我的数据库

CODE：

df = pd.DataFrame.from_dict(mprofile,orient='index')

我的字典mprofile的输出是这样的：

{'id': '10153836054533219', 'birthday': '04/17/1993', 'education': [{'school': {'id': '281278052799', 'name': 'Comsats Islamabad'}, 'type': 'High School', 'id': '10152109501113219'}, {'school': {'id': '114889221857515', 'name': 'IMCB G-10/4'}, 'type': 'High School', 'id': '10150528781298219'}, {'school': {'id': '281278052799', 'name': 'Comsats Islamabad'}, 'type': 'College', 'id': '10152183540228219'}], 'email': '[email protected]', 'favorite_athletes': [{'id': '167866666571743', 'name': 'Luis Suarez'}, {'id': '169875889388', 'name': 'Philipp Lahm'}, {'id': '226625490712161', 'name': 'David Luiz'}, {'id': '79298470625', 'name': 'Andrés Iniesta'}, {'id': '511845538832537', 'name': 'Gareth Bale'}, {'id': '142523572511686', 'name': 'Ronaldinho Gaúcho'}, {'id': '176063032413299', 'name': 'Leo Messi'}, {'id': '249113725102662', 'name': 'Thomas Müller'}, {'id': '185923878109545', 'name': 'Mario Götze'}, {'id': '124037987606288', 'name': 'Mats Hummels'}, {'id': '7991759722', 'name': 'Bastian Schweinsteiger'}, {'id': '9752007795', 'name': 'Shawn Michaels'}, {'id': '148456285190063', 'name': 'Neymar Jr.'}, {'id': '552825254796051', 'name': 'Mesut Özil'}, {'id': '7550279682', 'name': 'Paul "Triple H" Levesque'}, {'id': '185950250927', 'name': 'Brock Lesnar'}, {'id': '14917350275', 'name': 'Jay Cutler'}, {'id': '169376299783862', 'name': 'Roger Federer Just peRFect'}, {'id': '417539191628925', 'name': 'Abdul Razzaq'}, {'id': '29756652821', 'name': 'Muhammad Ali'}, {'id': '606014986100673', 'name': 'Shoaib Akhtar'}, {'id': '145425262156250', 'name': 'Sheheryar-pro freestyler'}, {'id': '245323855526590', 'name': 'Wayne Rooney'}, {'id': '105587166141910', 'name': 'Shoaib Akhtar'}], 'favorite_teams': [{'id': '663371713769515', 'name': "Pakistan's Got Talent"}, {'id': '146078378744600', 'name': 'ICC - International Cricket Council'}, {'id': '599005550129062', 'name': 'Isb kpk undergrounds'}, {'id': '168868979824907', 'name': 'Drifting - Tuning'}, {'id': '322125507869686', 'name': 'KPK Underground'}, {'id': '269578509818086', 'name': 'The Bullz'}, {'id': '193575534016977', 'name': 'Twin City Freestyle Society'}, {'id': '365160980224559', 'name': 'Racing Community of Pakistan (RCOP)'}, {'id': '143806589018889', 'name': 'Pakistan Cricket Fans'}], 'first_name': 'Faizan', 'gender': 'male', 'hometown': {'id': '111501225536407', 'name': 'Islamabad, Pakistan'}, 'last_name': 'Ahmad', 'link': 'https://www.facebook.com/app_scoped_user_id/10153836054533219/', 'location': {'id': '111501225536407', 'name': 'Islamabad, Pakistan'}, 'locale': 'en_US', 'name': 'Faizan Ahmad', 'timezone': 5, 'updated_time': '2017-03-20T19:32:12+0000', 'verified': True}

mprofile是我的字典里，我的数据帧的输出是这样的：

OUTPUT：

id             10153836054533219 
birthday             04/17/1993 
education   [{'school': {'id': '281278052799', 'name': 'Co... 
email           [email protected] 
favorite_athletes [{'id': '167866666571743', 'name': 'Luis Suare... 
favorite_teams  [{'id': '663371713769515', 'name': 'Pakistan's... 
first_name             Faizan 
gender               male 
hometown   {'id': '111501225536407', 'name': 'Islamabad, ... 
last_name              Ahmad 
link    https://www.facebook.com/app_scoped_user_id/10... 
location   {'id': '111501225536407', 'name': 'Islamabad, ... 
locale               en_US 
name             Faizan Ahmad 
timezone               5 
updated_time        2017-03-20T19:32:12+0000 
verified              True

来源

2017-04-17 Faizan Ahmad

如果你想要的方式来呈现这使得你可以写这一个数据库...使用json

import json 

df.applymap(json.dumps) 

                    0 
id            "10153836054533219" 
birthday            "04/17/1993" 
education   [{"school": {"id": "281278052799", "name": "Co... 
email           "[email protected]" 
favorite_athletes [{"id": "167866666571743", "name": "Luis Suare... 
favorite_teams  [{"id": "663371713769515", "name": "Pakistan's... 
first_name             "Faizan" 
gender              "male" 
hometown   {"id": "111501225536407", "name": "Islamabad, ... 
last_name             "Ahmad" 
link    "https://www.facebook.com/app_scoped_user_id/1... 
location   {"id": "111501225536407", "name": "Islamabad, ... 
locale              "en_US" 
name             "Faizan Ahmad" 
timezone               5 
updated_time        "2017-03-20T19:32:12+0000" 
verified              true

现在这些都json字符串。

来源

2017-04-17 07:42:18 piRSquared

我不想在我的数据库中抛出一个转储文件。我希望它是结构化的，例如我的数据库中的列是id和value。我希望密钥存储在id中，并将值存储在value列中。 –

插入我的嵌套数据框到我的数据库

回答

相关问题