从 CSV 导入 JSON,按多个字段分组

我想创建一个带有嵌套对象数组的 JSON,其中包含针对不同字段的分组。 这是 CSV,我想按 sid、年份和季度(前三个字段)对其进行分组:

S4446B3,2020,202001,2,345.45
S4446B3,4,24.44
S4446B3,2021,202102,5,314.55
S6506LK,202002,3,376.55
S6506LK,202003,76.23

使用以下内容拆分 CSV 后,我为每条记录获得一个对象。

split("\n") 
   | map(split(",")) 
   | .[0:] 
   | map({"sid" : .[0],"year" : .[1],"quarter" : .[2],"customer_type" : .[3],"obj" : .[4]})

但是对于每个 sid,我想得到一个嵌套的对象数组,如下所示:

[
    {
        "sid" : "S4446B3","years" : [
            {
                "year" : 2020,"quarters" : [
                    {
                        "quarter" : 202001,"customer_type" : [
                            {
                                "type" : 2,"obj" : "345.45"
                            },{
                                "type" : 4,"obj" : "24.44"
                            }
                        ]
                    }
                ]
            },{
                "year" : 2021,"quarters" : [
                    {
                        "quarter" : 202102,"customer_type" : [
                            {
                                "type" : 5,"obj" : "314.55"
                            }
                        ]
                    }
                ]
            }
        ]
    },{
        "sid" : "S6506LK","quarters" : [
                    {
                        "quarter" : 202002,"customer_type" : [
                            {
                                "type" : 3,"obj" : "376.55"
                            }
                        ]
                    },{
                        "quarter" : 202003,"obj" : "76.23"
                            }
                        ]
                    }
                ]
            }
        ]
    }
]
zcwilove 回答:从 CSV 导入 JSON,按多个字段分组

如果将 sid、年份、季度等作为键名会更直观。使用命令行上的 -R/--raw-input-n/--null-input 选项,可以这样做:

reduce (inputs / ",")
  as [$sid,$year,$quarter,$type,$obj]
(.; .[$sid][$year][$quarter] += [{$type,$obj}])

而且,为了获得预期的输出,您可以将这些行附加到上述程序中。

| .[][] |= (to_entries | map({quarter: .key,customer_type: .value}))
| .[]   |= (to_entries | map({year:    .key,quarters:      .value}))
| .     |= (to_entries | map({sid:     .key,years:         .value}))
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