pymongo增删查改以及条件查询

---恢复内容开始---

下载Pymongo

pip install pymongo

pip install pymongo==x.x.x指定下载版本

连接数据库

from pymongo import MongoClient
client = MongoClient()#连接默认的主机和端口
client = MongoClient('localhost', )#连接到localhost的27017端口
client = MongoClient('mongodb://localhost:27017/')#使用MongoDB URI模式

db = client.test#连接到test数据库
db = client['test']

collection = db.python_collection#连接到python_collection表
collection = db['python_collection']

增删改查操作

#!/usr/bin/python3
#coding=utf-8

import datetime
from pymongo import MongoClient
client = MongoClient()

db = client.pythondb

post = {"author": "Maxsu",
         "text": "My first blog post!",
         "tags": ["mongodb", "python", "pymongo"],
         "date": datetime.datetime.utcnow()}

posts = db.posts
post_id = posts.insert_one(post).inserted_id
print ("post id is ", post_id)

Insert_one()插入文档

#!/usr/bin/python3
#coding=utf-8

import datetimefrom pymongo import MongoClient

client = MongoClient()

db = client.pythondb
'''
post = {"author": "Maxsu",
         "text": "My first blog post!",
         "tags": ["mongodb", "python", "pymongo"],
         "date": datetime.datetime.utcnow()}
'''
posts = db.posts
#post_id = posts.insert_one(post).inserted_id
#print ("post id is ", post_id)

print(posts.find_one())

# 条件chaxun
result = post.find({'字段名':{'mongodb条件查询的筛选器':{数据}}})
例子
result = post.find({'author':{'$in':['abc', 'def']}})
查询post中author字段等于abc以及def的所有数据
将'$in'替换成其他的条件查询筛选器

find_one()查询单个文档

import datetime
import pprint
from pymongo import MongoClient

client = MongoClient()

db = client.pythondb

new_posts = [{"_id": 1000,
               "author": "Curry",
               "text": "Another post!",
               "tags": ["bulk", "insert"],
               "date": datetime.datetime(2017, 11, 12, 11, 14)},
              {"_id": 1001,"author": "Maxsu",
               "title": "MongoDB is fun",
               "text": "and pretty easy too!",
               "date": datetime.datetime(2019, 11, 10, 10, 45)}]

posts = db.posts
result = posts.insert_many(new_posts)
print("Bulk Inserts Result is :", result.inserted_ids)

insert_many()插入多个文档

#!/usr/bin/python3
#coding=utf-8

import datetime
import pprint
from pymongo import MongoClient

client = MongoClient()

db = client.pythondb

posts = db.posts
for post in posts.find():
    pprint.pprint(post)

find()查询多个文档

count()计数

sort()排序

create_index()创建索引

>>> for doc in db.test.find():
...     print(doc)
...
{u'x': 1, u'_id': 0}
{u'x': 1, u'_id': 1}
{u'x': 1, u'_id': 2}
>>> result = db.test.update_one({'x': 1}, {'$inc': {'x': 3}})
>>> result.matched_count
1
>>> result.modified_count
1
>>> for doc in db.test.find():
...     print(doc)
...
{u'x': 4, u'_id': 0}
{u'x': 1, u'_id': 1}
{u'x': 1, u'_id': 2}

update_one

>>> for doc in db.test.find():
...     print(doc)
...
{u'x': 1, u'_id': 0}
{u'x': 1, u'_id': 1}
{u'x': 1, u'_id': 2}
>>> result = db.test.update_many({'x': 1}, {'$inc': {'x': 3}})
>>> result.matched_count
3
>>> result.modified_count
3
>>> for doc in db.test.find():
...     print(doc)
...
{u'x': 4, u'_id': 0}
{u'x': 4, u'_id': 1}
{u'x': 4, u'_id': 2}

update_many

>>> db.test.count({'x': 1})
3
>>> result = db.test.delete_one({'x': 1})
>>> result.deleted_count
1
>>> db.test.count({'x': 1})
2

delete_one

>>> db.test.count({'x': 1})
3
>>> result = db.test.delete_many({'x': 1})
>>> result.deleted_count
3
>>> db.test.count({'x': 1})
0

delete_many

显式创建集合

db.create_collection("test", validator={"name": {"$type": "string"}）

如果要验证的类型为int的话，需要使用NumberInt()函数转换要插入的值，否则通过。

更多内容查阅pymongo官方文档