以前一直是使用django+关系型数据库mysql进行开发,现在需要使用django+非关系型数据库mongodb,在django中可以直接运用ORM架构实现对mysql的操作,但是django不支持mongodb,这样我们就需要使用mongoengine这个模块来实现django model的封装
2. 前期准备
- 安装必要的模块mongoengine和pymongo(因为mongoengine依赖pymongo,所有先安装mongoengine,就会自动安装pymongo)
3. 基本连接操作
from mongoengine import * # 数据库名、ip地址、端口、账号、密码、账号配置数据库、验证方式 connect(‘project‘, host=‘localhost‘, port=27017, username=‘root‘, password=‘123456‘, authentication_source=‘admin‘, authentication_mechanism=‘SCRAM-SHA-1‘) # 如果mongodb在本地,且不需要身份验证,只填数据库名就可以了 connect(‘project‘) class Post(Document): title = StringField(max_length=120, required=True) # 类似外键 author = ReferenceField(User, reverse_delete_rule=CASCADE) tags = ListField(StringField(max_length=30)) # 继承设置 meta = {‘allow_inheritance‘: True} # 继承 class TextPost(Post):content = StringField()
class ImagePost(Post):
image_path = StringField()
class LinkPost(Post):
link_url = StringField() # 添加数据
ross = User(email=‘ross@example.com‘, first_name=‘Ross‘, last_name=‘Lawley‘).save()
# 还可以这样添加 ross = User(email=‘ross@example.com‘) ross.first_name = ‘Ross‘ ross.last_name = ‘Lawley‘ ross.save() # 获取数据
for post in Post.objects:
print(post.title)
# 获取特定的数据内容 for post in Post.objects(tags=‘mongodb‘): print(post.title) # 获取特定的数据内容的数量 num_posts = Post.objects(tags=‘mongodb‘).count() print(‘Found {} posts with tag "mongodb"‘.format(num_posts)) 4. 支持的字段类型 - BinaryField - BooleanField - ComplexDateTimeField - DateTimeField - DecimalField - DictField - DynamicField - EmailField - EmbeddedDocumentField - EmbeddedDocumentListField - FileField - FloatField - GenericEmbeddedDocumentField - GenericReferenceField - GeoPointField - ImageField - IntField - ListField - MapField - ObjectIdField - ReferenceField - SequenceField - SortedListField - StringField - URLField - UUIDField - PointField - LineStringField - PolygonField - MultiPointField - MultiLineStringField - MultiPolygonField
django结合mongoengine实现对mongodb的操作
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