Python中的MongoDB基本操作：连接、查询实例

In [1]: import pymongo

In [2]: from pymongo import Connection

In [3]: connection = Connection('192.168.1.3', 27017) //创建联接

Connection([host='localhost'[, port=27017[, pool_size=None[, auto_start_request=None[, timeout=None[, slave_okay=False[, network_timeout=None[, document_class=dict[, tz_aware=True]]]]]]]]])

In [9]: c.database_names() //列出所有数据库名称

Out[9]: [u'test', u'admin', u'yuhen', u'sms', u'local']
In [10]: c.server_info() //查看服务器相关信息

Out[10]:

{u'bits': 64,

 u'gitVersion': u'nogitversion',

 u'ok': 1.0,

 u'sysInfo': u'Linux yellow 2.6.24-27-server #1 SMP Fri Mar 12 01:23:09 UTC 2010 x86_64 BOOST_LIB_VERSION=1_40',

 u'version': u'1.2.2'}
In [16]: db = c['test']　//选择数据库

In [17]: db.collection_names() //列出当前数据库中所有集合名称

Out[17]: [u'system.indexes', u'fs.files', u'fs.chunks', u'test_gao']
In [23]: db.connection //查看联接信息

Out[23]: Connection('192.168.1.3', 27017)
In [24]: db.create_collection('test_abeen') //创建新集合

Out[24]: Collection(Database(Connection('192.168.1.3', 27017), u'test'), u'test_abeen')
In [25]: db.last_status() //查看上次操作状态

Out[25]: {u'err': None, u'n': 0, u'ok': 1.0}
In [26]: db.name //查看当前数据库名称

Out[26]: u'test'
In [27]: db.profiling_info() //查看配置信息

Out[27]: []
In [28]: db.profiling_level()

Out[28]: 0.0

In [31]: db.collection_names() //查看当前数据库所有集合名称

Out[31]:

[u'system.indexes',

 u'fs.files',

 u'fs.chunks',

 u'test_gao',

 u'system.users',

 u'test_abeen']
In [32]: c = db.test_abeen //选择集合

In [33]: c.name //查看当前集合名称

Out[33]: u'test_abeen'
In [35]: c.full_name //查看当前集合全名

Out[35]: u'test.test_abeen'

In [36]: c.database //查看当前集合数据库相关信息

Out[36]: Database(Connection('192.168.1.3', 27017), u'test')
In [38]: post = {"author":"Mike","text":"this is a test by abeen"}

In [39]: posts = db.posts

In [40]: posts.insert(post) //向数据库集合插入文档，默认创建集合

Out[40]: ObjectId('4c358492421aa91e70000000')

In [41]: db.collection_names() //显示所有集合名称

Out[41]:

[u'system.indexes',

 u'fs.files',

 u'fs.chunks',

 u'test_gao',

 u'system.users',

 u'test_abeen',

 u'posts']
In [42]: posts.find_one() //从集合查找信息

Out[42]:

{u'_id': ObjectId('4c358492421aa91e70000000'),

 u'author': u'Mike',

 u'text': u'this is a test by abeen'}

In [52]: p.update({"author":"Mike"},{"$set":{"author":"abeen","text":"this is a test by abeen shan shan"}})//更新集合文档信息

In [55]: list(p.find())

Out[55]:

[{u'_id': ObjectId('4c358492421aa91e70000000'),

  u'author': u'abeen',

  u'text': u'this is a test by abeen shan shan'}]
In [96]: list(posts.find())

Out[96]:

[{u'_id': ObjectId('4c358492421aa91e70000000'),

  u'author': u'Mike',

  u'text': u'this is a test by abeen'},

 {u'_id': ObjectId('4c358ad4421aa91e70000002'), u'a': u'aa', u'b': u'bb'},

 {u'_id': ObjectId('4c358ad9421aa91e70000003'), u'a': u'aa', u'b': u'bb'},

 {u'_id': ObjectId('4c358abb421aa91e70000001'),

  u'a': u'abeen',

  u'b': u'this bb is updated'}]

In [97]: posts.remove({"a":"abeen"}) //删除符合条件的文档

In [98]: list(posts.find())

Out[98]:

[{u'_id': ObjectId('4c358492421aa91e70000000'),

  u'author': u'Mike',

  u'text': u'this is a test by abeen'},

 {u'_id': ObjectId('4c358ad4421aa91e70000002'), u'a': u'aa', u'b': u'bb'},

 {u'_id': ObjectId('4c358ad9421aa91e70000003'), u'a': u'aa', u'b': u'bb'}]
In [102]: db.collection_names()

Out[102]:

[u'system.indexes',

 u'fs.files',

 u'fs.chunks',

 u'test_gao',

 u'system.users',

 u'test_abeen',

 u'posts',

 u'doc_abeen']
In [104]: db.drop_collection("doc_abeen") //删除集合

In [105]: db.collection_names()

Out[105]:

[u'system.indexes',

 u'fs.files',

 u'fs.chunks',

 u'test_gao',

 u'system.users',

 u'test_abeen',

 u'posts']

In [113]: result = db.posts.find({"a":"aa"})//查找

In [114]: type(result)

Out[114]: <class 'pymongo.cursor.Cursor'>

In [119]: list(result)

Out[119]:

[{u'_id': ObjectId('4c358ad4421aa91e70000002'), u'a': u'aa', u'b': u'bb'},

 {u'_id': ObjectId('4c358ad9421aa91e70000003'), u'a': u'aa', u'b': u'bb'}]

find([spec=None[, fields=None[, skip=0[, limit=0[, timeout=True[, snapshot=False[, tailable=False[, sort=None[, max_scan=None[, as_class=None[, **kwargs]]]]]]]]]]])

In [120]: db.posts.count()//当前集合文档数

Out[120]: 3

In [121]: type(db.posts)

Out[121]: <class 'pymongo.collection.Collection'>
In [138]: posts.rename('test_abeen')//重命名当前集合

In [139]: db.collection_names()

Out[139]:

[u'system.indexes',

 u'fs.files',

 u'fs.chunks',

 u'test_gao',

 u'system.users',

 u'test_abeen']
In [151]: for post in c.find({"a":"aa"}).sort("a"): //查询并排序列

    post

Out[152]: {u'_id': ObjectId('4c358ad4421aa91e70000002'), u'a': u'aa', u'b': u'bb'}

Out[152]: {u'_id': ObjectId('4c358ad9421aa91e70000003'), u'a': u'aa', u'b': u'bb'}

> db.foo.insert( { x : 1, y : 1 } )

> db.foo.insert( { x : 2, y : "string" } )

> db.foo.insert( { x : 3, y : null } )

> db.foo.insert( { x : 4 } )
// Query #1 y　为null或不存在

> db.foo.find( { "y" : null } ) 

{ "_id" : ObjectId("4dc1975312c677fc83b5629f"), "x" : 3, "y" : null }

{ "_id" : ObjectId("4dc1975a12c677fc83b562a0"), "x" : 4 }
// Query #2 y为null的值

> db.foo.find( { "y" : { $type : 10 } } )

{ "_id" : ObjectId("4dc1975312c677fc83b5629f"), "x" : 3, "y" : null }
// Query #3 y不存在的结果

> db.foo.find( { "y" : { $exists : false } } )

{ "_id" : ObjectId("4dc1975a12c677fc83b562a0"), "x" : 4 }