class MongoClient(pymongo.common.BaseObject)
Connection to MongoDB. Method resolution order: MongoClient pymongo.common.BaseObject __builtin__.object
class Connection(pymongo.mongo_client.MongoClient) Connection to MongoDB. Method resolution order: Connection pymongo.mongo_client.MongoClient pymongo.common.BaseObject __builtin__.object
我们先看一下源代码,从这两个类的继承来看,connection是继承了MongoClient的,建议使用MongoClient而不是使用Connection。
(也就是说,MongoClient能够用法Connection都能够使用)
from pymongo import MongoClient client = MongoClient('192.168.40.87', 27037) db_name = 'TCL_Useraction' db = client[db_name] collection_useraction = db['useraction']
这里是通过字典的方式訪问数据库和集合,同一时候你也能够通过.(点号)的方式訪问
做实验时。发现Python用Connection()连接时。改动操作速度非常快。而用MongoClient()建立的连接,操作速度慢非常多。
from pymongo import MongoClient,Connection import time db = Connection('192.168.1.101', 27017).performance_test #client = MongoClient('192.168.1.101', 27017) #db = client.performance_test db.drop_collection("updates") collection = db.updates collection.insert({"x": 1}) collection.find_one() start = time.time() for i in range(100000): collection.update({}, {"$push" : {"x" : 1}}) ... >python test_mongo_conn.py 8.43799996376 >python test_mongo_client.py 62.5780000687
用Connection() 8秒,MongoClient()则花了62秒。这性能相差也太多了。
非常是疑惑,于是查了pymongo的文档,原来两者有个选项的默认行为不同:
class pymongo.connection.Connection([host='localhost'[,port=27017[,max_pool_size=10[,network_timeout=None[, document_class=dict[, tz_aware=False[, **kwargs]]]]]]])
Write Concern options:
safe: Connection disables acknowledgement of write operations. Use safe=True to enable write acknowledgement.
w: (integer or string) If this is a replica set, write operations will block until they have been replicated to the specified number or tagged set of servers. w=<int> always includes the replica set primary (e.g. w=3 means write to the primary and wait until
replicated to two secondaries). Implies safe=True.
wtimeout: (integer) Used in conjunction with w. Specify a value in milliseconds to control how long to wait for write propagation to complete. If replication does not complete in the given timeframe, a timeout exception is raised. Implies safe=True.
j: If True block until write operations have been committed to the journal. Ignored if the server is running without journaling. Implies safe=True.
fsync: If True force the database to fsync all files before returning. When used with j the server awaits the next group commit before returning. Implies safe=True.
safe选项决定操作是“瞬时完毕”与“安全操作”。connection()默认是safe=False,即瞬时完毕,不等server回应,而MongoClient()默认是safe=True。即安全操作,等server确认后才继续下一步操作。
所以一个8秒,一个62秒,这个差距实际上是“瞬时完毕”与“安全操作”两者的性能区别。
当将Connection() 和MongoClient()建立连接时指定同样的safe參数,两者的性能表现是一样的。
client = MongoClient('192.168.1.101', 27017,safe=False) #db = Connection('192.168.1.101', 27017,safe=False).performance_test