mongodb - 如何查找然后聚合

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时间:2020-09-08 20:07:14  来源:igfitidea点击:

mongodb - how to find and then aggregate

mongodb

提问by hello mtyj

I have collection that contains documents with below schema. I want to filter/find all documents that contain the gender female and aggregate the sum of brainscore. I tried the below statement and it shows a invalid pipeline error.

我有包含具有以下架构的文档的集合。我想过滤/查找包含性别女性的所有文档并汇总脑评分的总和。我尝试了下面的语句,它显示了无效的管道错误。

db['!all'].aggregate({ $and: [ {'GENDER' :  'F'} , {'DOB' : { $gte : 19400801, $lte : 20131231 }} ]  }, { $group : { _id : "$GENDER", totalscore : { $sum : "$BRAINSCORE" } } } )

Schema:

架构:

{
"_id" : ObjectId("53f63fc8f2b643f6ebb8a1a9"),
"DOB" : 19690112,
"GENDER" : "F",
"BRAINSCORE" : 65
},
{
"_id" : ObjectId("53f63fc8f2b643f6ebb8a1a2"),
"DOB" : 19950116,
"GENDER" : "F",
"BRAINSCORE" : 44
},
{
"_id" : ObjectId("53f63fc8f2b643f6ebb8a902"),
"DOB" : 19430216,
"GENDER" : "M",
"BRAINSCORE" : 71
}

Please help...

请帮忙...

回答by Enrique Fueyo

You have to use $match:

你必须使用$match

db['!all'].aggregate([
  {$match:
    {'GENDER': 'F',
     'DOB':
      { $gte: 19400801,
        $lte: 20131231 } } },
  {$group:
     {_id: "$GENDER",
     totalscore:{ $sum: "$BRAINSCORE"}}}
])

Outputs:

输出:

{ "_id" : "F", "totalscore" : 109 }

回答by Binita Bharati

Sample working query :

示例工作查询:

db.getCollection('NOTIF_EVENT_RESULT').aggregate([
{$match:
    {'userId': {'$in' : ['user-900', 'user-1546']},
    'criteria.operator': 'greater than', 'criteria.thresold' : '90', 'category' : 'capacity'}
},
{"$group" :  {_id : {userId:"$userId"}, "count" : { "$sum" : 1} } }
])

回答by Yi Xiang Chong

Here is an answer if the DOB numbers needs to be converted to Date then compared. If not, a number or Date such as 1970 will be incorrectly $gte to 19400801 (you can try):

如果需要将 DOB 数字转换为日期然后进行比较,这里是一个答案。如果不是,数字或日期如 1970 将错误地 $gte 到 19400801(您可以尝试):

db['!all'].aggregate([
    {
        $addFields: {
            "_temp_DOB": {
                $dateFromString: {
                    dateString: {$toString: {$toLong: "$DOB"}},
                    format: "%Y%m%d"
                }
            }
        }   
    },
    {
        $match: {
            'GENDER': 'F', 
            '_temp_DOB': { $gte: new Date("1940-08-01"),  
                           $lte: new Date("2013-12-31") }
        }
    },
    {
        $group: {
            _id: "$GENDER", 
            totalscore: { $sum: "$BRAINSCORE" }
        }
    }
])

Outputs:

输出:

{ "_id" : "F", "totalscore" : 109 }