带有聚合框架的嵌套组

时间:2020-08-11 08:20:32

标签: mongodb mongoose aggregation-framework

在我的收藏集中,我有大量的文档,每个文档包含4种类别。

  • group
  • mainCategory
  • subCategory
  • subSubCategory

我正在寻找一种通过$groupgroup的方法,在group内应该有mainCategory的数组,在mainCategory中应该有是subCategory的数组,并且在subCategory中应该有subSubCategory的数组。结果应仅包含类别的值/名称。

预期结果:

const result = [
            {
              "group": "Teknik",
              "mainCategory": [
                {
                  "name": "Gaming",
                  "subCategory": [
                    {
                      "name": "Playstation",
                      "subSubCategory": [
                        {"name": "Games"},
                        {"name": "Accessories"},
                        {"name": "Console"}
                      ]
                    },
                    {
                      "name": "Xbox",
                      "subSubCategory": [
                        {"name": "Games"},
                        {"name": "Accessories"},
                        {"name": "Console"}
                      ]
                    }
                  ]
                }, {
                  "name": "Audio",
                  "subCategory": [
                    {
                      "name": "Headphones",
                      "subSubCategory": [
                        {"name": "Wireless"},
                        {"name": "Non Wireless"},
    
                      ]
                    },
                    {
                      "name": "Speakers",
                      "subSubCategory": [
                        {"name": ""},
                      ]
                    }
                  ]
                },
    
              ]
            }
]

我认为问题在于我需要$push父类别中的每个类别并创建新的$groups吗?但是,当添加更多$group时,它只是“保存”的最后一个。其他的似乎没有被“保存”。还是我做错了什么?

基于上一个示例数据和工作代码。测试数据。

https://mongoplayground.net/p/C0-L-rGPfwy

集合中的产品结构

productName :"Horizon Zero Dawn"
group:"Teknik"
mainCategory: "Gaming"
subCategory:"Playstation"
subSubCategory: "Games"

我的聚集

const categories = await Product.aggregate([
        {$match: {group: 'Teknik'}},
        {
          $group: {
            _id: {
              group: '$group',
              mainCategory: '$mainCategory',
              subCategory: '$subCategory',
              subSubCategory: '$subSubCategory',
            }
          },
        },
        {
          $group: {
            _id: "$_id.group",
            mainCategory: {
              $push:
                {
                  name: "$_id.mainCategory",
                  subCategory: {
                    name: "$_id.subCategory",
                    subSubCategory: {
                      name: "$_id.subSubCategory"
                    }
                  }
                }
            },
          }
        },
      ]); 

有了这个,我为每个子类别获得1个对象,但是我希望它们在同一个对象中。

"_id": "Teknik",
    "mainCategory": [
    {
            "name": "Gaming",
            "subCategory": {
                "name": "Xbox",
                "subSubCategory": {
                    "name": "Games"
                }
            }
        },
    {
            "name": "Spel & Gaming",
            "subCategory": {
                "name": "Xbox",
                "subSubCategory": {
                    "name": "Accessories"
                }
            }
        },
]

1 个答案:

答案 0 :(得分:1)

该过程是从数组的末级准备的:

  1. subSubCategory )(按以下3级字段分组)
  1. 子类别 (按2个以下级别的字段分组,并推至高于准备好的1级)
  1. mainCategory (按1级以下字段分组并推至高于2级预备水平)
  1. (计划并显示准备好的3级)

让我们一步一步看

  • 您的$match条件
db.collection.aggregate([
  { $match: { group: "Teknik" } },
  • $group仅包含3个主要字段,请勿添加subSubCategory
  • 该小组准备subSubCategory阵列
  {
    $group: {
      _id: {
        group: "$group",
        mainCategory: "$mainCategory",
        subCategory: "$subCategory"
      },
      subSubCategory: {
        $push: { name: "$subSubCategory" }
      }
    }
  },
  • $group上方有重复的机会subSubCategory,因此这将删除重复的内容,如果您不想删除,则可以跳过这一部分
  {
    $addFields: {
      subSubCategory: { $setUnion: ["$subSubCategory", [] ] }
    }
  },
  • 现在只有两个主要字段$group
  • 这将准备subCategory数组,推送我们在上一组中准备的namesubSubCategory数组
  {
    $group: {
      _id: {
        group: "$_id.group",
        mainCategory: "$_id.mainCategory"
      },
      subCategory: {
        $push: {
          name: "$_id.subCategory",
          subSubCategory: "$subSubCategory"
        }
      }
    }
  },
  • $group通过主要group字段
  • 这将准备mainCategory数组,推送我们在上一组中准备的namesubCategory数组
  {
    $group: {
      _id: "$_id.group",
      mainCategory: {
        $push: {
          name: "$_id.mainCategory",
          subCategory: "$subCategory"
        }
      }
    }
  },
  • $project删除_id并显示groupmainCategory字段
  {
    $project: {
      _id: 0,
      group: "$_id",
      mainCategory: 1
    }
  }
])

游乐场:https://mongoplayground.net/p/Uw8HmhSKqzv