需求:将数据由Sqlite3迁移到MySQL。
本以为dumpdata后loaddata就搞定了,但是发现too simple!
Django 数据导入 结论:
如果你运气好的话可能会导入完成,但是往往不那么顺利,原因如下:
a) 我们在写models的时候如果用到CharField,就一定要写max_length,在sqlite3中是不检查这个最大长度的,你写最大允许长度为100,你往数据库放10000个,sqlite3都不报错,而且不截断数据的长度,这似乎是slite3的优点,但是也给从sqlite3导入其它数据库带来了困难,因为MySQL和PostgreSQL数据库都会检查最大长度,超出时就报错!
b) Django 自带的contentType会导致出现一些问题
用上面的方法只迁移一个app应该问题不大,但是如果有用户,用户组挂钩,事情往往变得糟糕!如果导入后没有对数据进行修改,你可以考虑重新导入,可能还要快一些,如果是手动在后台输入或者修改过,这种方法就不适用了
遇到问题:
结果python manage.py dumpdata -> data.json
导出的数据,
在python manage.py loaddata data.json
后报错:
Traceback (most recent call last):
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\db\backends\
utils.py", line 65, in execute
return self.cursor.execute(sql, params)
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\db\backends\
sqlite3\base.py", line 328, in execute
return Database.Cursor.execute(self, query, params)
sqlite3.IntegrityError: UNIQUE constraint failed: django_content_type.app_label,
django_content_type.model
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "manage.py", line 22, in
execute_from_command_line(sys.argv)
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\core\managem
ent\__init__.py", line 363, in execute_from_command_line
utility.execute()
......
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\db\backends\
sqlite3\base.py", line 328, in execute
return Database.Cursor.execute(self, query, params)
django.db.utils.IntegrityError: Problem installing fixture 'E:\workSpace\python\
horoscope_web\data.json': Could not load contenttypes.ContentType(pk=24): UNIQUE
constraint failed: django_content_type.app_label, django_content_type.model
Google后,帖子 Django fixture dumpdata, loaddata and Integrity Error 建议导出时加上选项:
python manage.py dumpdata --exclude=contenttypes --exclude=auth.Permission > initial_data.json
再次导入时,提示:
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\db\backends\
utils.py", line 65, in execute
return self.cursor.execute(sql, params)
sqlite3.IntegrityError: UNIQUE constraint failed: auth_user.username
The above exception was the direct cause of the following exception:
Traceback (most recent call last):
File "manage.py", line 22, in
execute_from_command_line(sys.argv)
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\core\managem
ent\__init__.py", line 363, in execute_from_command_line
utility.execute()
......
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\db\backends\
sqlite3\base.py", line 328, in execute
return Database.Cursor.execute(self, query, params)
django.db.utils.IntegrityError: Problem installing fixture 'E:\workSpace\python\
horoscope_web\initial_data.json': Could not load auth.User(pk=4): UNIQUE constra
int failed: auth_user.username
删除"model": "auth.user"
后再次loaddata,提示:
Traceback (most recent call last):
File "manage.py", line 22, in
execute_from_command_line(sys.argv)
File "D:\Program Files\Python\Python35.3\lib\site-packages\django\core\managem
ent\__init__.py", line 363, in execute_from_command_line
utility.execute()
......
bad_row[1], referenced_table_name, referenced_column_name,
django.db.utils.IntegrityError: Problem installing fixtures: The row in table 'd
jango_admin_log' with primary key '3' has an invalid foreign key: django_admin_log.content_type_id contains a value '30' that does not have a corresponding value in django_content_type.id.
在 django_admin_log
表中找不到主键为3的记录。
删除json中"model": "admin.logentry"
的数据后,重试后成功导入。
记录例子:
{
"model": "admin.logentry",
"pk": 3,
"fields": {
"action_time": "2017-06-19T03:05:25.793Z",
"user": 4,
"content_type": 30,
"object_id": "1",
"object_repr": "Andrew-袁良锋",
"action_flag": 2,
"change_message": "[]"
}
},
{
"model": "admin.logentry",
"pk": 4,
"fields": {
"action_time": "2017-06-19T03:05:43.471Z",
"user": 4,
"content_type": 30,
"object_id": "1",
"object_repr": "Andrew-袁良锋",
"action_flag": 2,
"change_message": "[{\"changed\": {\"fields\": [\"fortunes_keyword\"]}}]"
}
}
如果不想手动更改json数据(如删除"model": "admin.logentry"数据)
,可使用分应用导出/导入:
导出app数据 python manage.py dumpdata {appname}>
导入app数据 python manage.py loaddata {appname}>
这样就只导入了应用数据,避免导入容易产生异常报错而无法正常的公共数据(如 user, auth等)。
导出用户数据:
python manage.py dumpdata auth > auth.json # 导出用户数据
多个数据库路由例子
dumpdata官方文档
databases官方文档
The contenttypes framework官方文档
Django fixture dumpdata, loaddata and Integrity Error
Migrating Django projects with fixtures
Django结构迁移