如何对列进行分组并对列的多个单独值求和？

Question

下面是MongoDBcollection/table结构：

id - 唯一 ID
阶段 - {id:unique id,name:TRIGGER OTP}
客户 - customer_mobile_no
日期 - 日期

stage 列还包含以下条目

{"id":"abc","name":"CREATE REPAYMENT LINK"}
{"id":"abl","stage.name":"OTP FORM"}
{"id":"atc","stage.name":"TRIGGER OTP"},
{"id":"akc","stage.name":"VERIFY | RESEND"}
{"id":"agc","stage.name":"VERIFY OTP"},
{"id":"afc","stage.name":"LOAN DETAILS"},
{"id":"aac","stage.name":"PAYMENT SCREEN"}

如果我运行下面的查询：

[
    {"$match":
            {"$and":[
                {"stage.name":"CREATE REPAYMENT LINK"}]
            }
    },
    {"$group":{_id:"$customer",count:{$sum:1}}},
    {"$project":{id:0,Customer:"$_id","CREATE REPAYMENT LINK":"$count"}}
]

我会得到如下输出：

Customer    CREATE REPAYMENT LINK
1122334455      2
1123334455      1
1124334455      1
1125334455      3

现在有什么方法可以计算多个值或实现以下输出：

Customer    CREATE REPAYMENT LINK    TRIGGER OTP    OTP FORM
1122334455      2                       3              2
1123334455      1                       4              1
1124334455      1                       1              3
1125334455      3                       0              1

Answer 1

最后，我能够回答但不是所有客户。只有一个，通过以下查询：

[
    {"$match":
        {"$and":[
            {"$or":[
                {"stage.name":"CREATE REPAYMENT LINK"},
                {"stage.name":"OTP FORM"},
                {"stage.name":"TRIGGER OTP"},
                {"stage.name":"VERIFY | RESEND"}
                {"stage.name":"VERIFY OTP"},
                {"stage.name":"LOAN DETAILS"},
                {"stage.name":"PAYMENT SCREEN"},
                {"stage.name":"FINAL SCREEN"},
                {"stage.name":"process timeout"}]
            },{"$and":[
                {"customer":{"$eq":{{mobile_no}}}}]
            }]
        }    
    },
    {"$facet":{
        "CREATE_REPAYMENT_LINK": [
            {"$match":{"$and":[{"stage.name":"CREATE REPAYMENT LINK"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],
        
        "OTP_FORM": [
            {"$match":{"$and":[{"stage.name":"OTP FORM"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],
        
        "TRIGGER_OTP": [
            {"$match":{"$and":[{"stage.name":"TRIGGER OTP"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],
            
        "VERIFY_RESEND": [
            {"$match":{"$and":[{"stage.name":"VERIFY | RESEND"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],    
            
        "VERIFY_OTP": [
            {"$match":{"$and":[{"stage.name":"VERIFY OTP"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],
            
        "LOAN_DETAILS": [
            {"$match":{"$and":[{"stage.name":"LOAN DETAILS"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],
            
        "PAYMENT_SCREEN": [
            {"$match":{"$and":[{"stage.name":"PAYMENT SCREEN"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}],
            
        "FINAL_SCREEN": [
            {"$match":{"$and":[{"stage.name":"FINAL SCREEN"}]}},
            {"$group": {_id: "$customer",count:{$sum:1}}}]
        
        }
    },
    {"$project":{_id:0,"Customer":{{mobile_no}},
                "CREATE REPAYMENT LINK":{$arrayElemAt: [ "$CREATE_REPAYMENT_LINK.count", 0 ]},
                "OTP FORM":{$arrayElemAt: [ "$OTP_FORM.count", 0 ]},
                "TRIGGER OTP":{$arrayElemAt: [ "$TRIGGER_OTP.count", 0 ]},
                "VERIFY | RESEND":{$arrayElemAt: [ "$VERIFY_RESEND.count", 0 ]},
                "VERIFY OTP":{$arrayElemAt: [ "$VERIFY_OTP.count", 0 ]},
                "LOAN DETAILS":{$arrayElemAt: [ "$LOAN_DETAILS.count", 0 ]},
                "PAYMENT SCREEN":{$arrayElemAt: [ "$PAYMENT_SCREEN.count", 0 ]},
                "FINAL SCREEN":{$arrayElemAt: [ "$FINAL_SCREEN.count", 0 ]}
    }}
]

如我所料的输出：

Customer    OTP FORM    TRIGGER OTP VERIFY | RESEND     VERIFY OTP  LOAN DETAILS
1122334455     12           12          9               4            4

如何对列进行分组并对列的多个单独值求和？

How to group on column and sum up multiple individual value of column?

metabase

mongodb

nosql