mongodb 批量更新 操作文档的数组键,mongodb数组
persons文档的数据如下:
> db.persons.find()
{ "_id" : 2, "name" : 2 }
{ "_id" : 3, "name" : 3 }
> db.persons.update({_id:4},{_id:4,name:4})
WriteResult({ "nMatched" : 0, "nUpserted" : 0, "nModified" : 0 })
> db.persons.find()
{ "_id" : 2, "name" : 2 }
{ "_id" : 3, "name" : 3 }
做完update操作,依然看不到_id:4的记录,因为update方法需要一个true指示器,才会对查询不到的记录进行insert操作:
> db.persons.update({_id:4},{_id:4,name:4},true)
WriteResult({ "nMatched" : 0, "nUpserted" : 1, "nModified" : 0, "_id" : 4 })
> db.persons.find()
{ "_id" : 2, "name" : 2 }
{ "_id" : 3, "name" : 3 }
{ "_id" : 4, "name" : 4 }
现有需求,将persons文档中的name为"3"的改成"33"
> db.persons.update({name:"3"},{$set:{name:"33"}},false,true)
false含义:若查不到name:"33"的键值对,则不执行插入操作,true含义:表示是批量更新
为persons增加age:"88"属性
> db.persons.update({name:"4"},{$set:{age:"88"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4", "age" : "88" }
将age加2
> db.persons.update({name:"4"},{$inc:{age:2}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4", "age" : 90 }
将age属性拿走:
> db.persons.update({age:90},{$unset:{age:1}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
给persons文档增加一条记录,_id为5
> db.persons.insert({_id:5,name:5,books:[]})
WriteResult({ "nInserted" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "name" : 5, "books" : [ ] }
给books数组增加一个元素:"js"和"extjs4.0"
> db.persons.update({_id:5},{$push:{books:"js"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "name" : 5, "books" : [ "js" ] }
> db.persons.update({_id:5},{$push:{books:"extjs4.0"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "name" : 5, "books" : [ "js", "extjs4.0" ] }
创建一个新的classes数组:
> db.persons.update({_id:5},{$push:{classes:"01class"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "name" : 5, "books" : [ "js", "extjs4.0" ], "classes" : [ "01class"
] }
为calsses数组一次增加几个元素:
> db.persons.update({_id:5},{$pushAll:{classes:["02class","03class","04class"]}}
)
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "name" : 5, "books" : [ "js", "extjs4.0" ], "classes" : [ "01class"
, "02class", "03class", "04class" ] }
删除_id是5的记录,并创建一个新的_id是5的记录,使用$addToSet,此命令会检查要添加的元素在数组里面是不是存在,存在就不会再添加,否则会添加:
> db.persons.remove({_id:5})
WriteResult({ "nRemoved" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
> db.persons.insert({_id:5,books:["js"]})
WriteResult({ "nInserted" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "js" ] }
> db.persons.update({_id:5},{$addToSet:{books:"js"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 0 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "js" ] }
> db.persons.update({_id:5},{$addToSet:{books:"java"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "js", "java" ] }
> db.persons.update({_id:5},{$addToSet:{books:"mongo"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "js", "java", "mongo" ] }
删除books数组的第一个元素:"js",使用$pop命令:
> db.persons.update({_id:5},{$pop:{books:-1}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "java", "mongo" ] }
> db.persons.update({_id:5},{$pop:{books:1}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "java" ] }
-1代表第一个元素,1代表最后一个元素
也可以使用pull命令一次删除一个指定的元素:
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "java", "mongo", "js" ] }
> db.persons.update({_id:5},{$pull:{books:"js"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ "java", "mongo" ] }
$pullAll命令可以一次指定多个要删除的元素:
> db.persons.update({_id:5},{$pullAll:{books:["java","mongo"]}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ ] }
创建一条新的记录_id为6:
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ ] }
{ "_id" : 6, "books" : [ { "type" : "js", "name" : "extjs4.0" }, { "type" : "db"
, "name" : "mongodb" }, { "type" : "js", "name" : "jquery" } ] }
为type是js的books元素添加pens:"too long"属性,使用.符号一定使用双引号引用
> db.persons.update({"books.type":"js"},{$set:{"books.$.author":"tom"}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4, "name" : "4" }
{ "_id" : 5, "books" : [ ] }
{ "_id" : 6, "books" : [ { "type" : "js", "name" : "extjs4.0", "author" : "tom"
}, { "type" : "db", "name" : "mongodb" }]
}
db.persons.update({"books.type":"js"},{$set:{"books.$.pens":"too long"}})
判断数组元素执行插入操作,重复的元素不会被插入第二次:
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4 }
{ "_id" : 5, "books" : [ "js" ] }
> db.persons.update({_id:5},{$addToSet:{books:{$each:["js","db","java"]}}})
WriteResult({ "nMatched" : 1, "nUpserted" : 0, "nModified" : 1 })
> db.persons.find()
{ "_id" : 2, "name" : "33" }
{ "_id" : 3, "name" : "33" }
{ "_id" : 4 }
{ "_id" : 5, "books" : [ "js", "db", "java" ] }
没有这种操作,因为MongoDB的底层就不支持这种操作。
从MongoDB的oplog模式中可以看出,MongoDB的每次op都是独立执行的最小单元,因此,不会存在多个op组合成一个执行的情况。因此在各种API中都不会存在这种批量插入的操作。
另外在这里根据个人经验分析一下,个人感觉是对的:
这里还是涉及到大家经常用到的传统关系型数据库和NoSQL的本质区别问题,NoSQL的每次操作都非常轻量级,小型化,除了数据的写入外基本没有多余的操作。
类比:MongoDB就是放东西(数据)时把东西扔入相应的柜子(数据库)即可,而MySQL则要保持与送东西人的沟通(双向连接保持),东西的折叠整理分格存储(有模式)。
MySQL的批量插入就是减少了沟通以及分格等过程,而MongoDB本身就不存在这些过程,因此MongoDB就不存在批量插入这个概念了。
欢迎观临参考资料中我的博客进行深入讨论
参考资料:blog.sina.com.cn/u/1448370131
mongodb的结构与关系型数据库不同,它类似树状结构,可以很方便对每个分支进行操作,但它没有像mysql那样insert(value、value、value...)那样的语法,也不支持transaction
所以mongodb不能批量插入数据,如果你要批量插入数据,可以在mongodb里写一个循环,它支持for等语法。