$bottom

运算符 $bottom 对查询指定的一个或多个字段上的文档进行排序,并返回与筛选条件匹配的最后一个文档。

语法

运算符的 $isArray 语法如下所示:

{
    $bottom: {
        output: [listOfFields],
        sortBy: {
            <fieldName>: < sortOrder >
        }
    }
}

参数

参数 DESCRIPTION
listOfFields 要从结果集中的最后一个文档返回的字段列表
fieldName 用于对结果集进行排序的字段
sortOrder 1 或 -1。 1 表示按字段值的升序排序,而 -1 表示按字段值的降序排序

示例:

请考虑存储集合中的此示例文档。

{
    "_id": "0fcc0bf0-ed18-4ab8-b558-9848e18058f4",
    "name": "First Up Consultants | Beverage Shop - Satterfieldmouth",
    "location": {
        "lat": -89.2384,
        "lon": -46.4012
    },
    "staff": {
        "totalStaff": {
            "fullTime": 8,
            "partTime": 20
        }
    },
    "sales": {
        "totalSales": 75670,
        "salesByCategory": [
            {
                "categoryName": "Wine Accessories",
                "totalSales": 34440
            },
            {
                "categoryName": "Bitters",
                "totalSales": 39496
            },
            {
                "categoryName": "Rum",
                "totalSales": 1734
            }
        ]
    },
    "promotionEvents": [
        {
            "eventName": "Unbeatable Bargain Bash",
            "promotionalDates": {
                "startDate": {
                    "Year": 2024,
                    "Month": 6,
                    "Day": 23
                },
                "endDate": {
                    "Year": 2024,
                    "Month": 7,
                    "Day": 2
                }
            },
            "discounts": [
                {
                    "categoryName": "Whiskey",
                    "discountPercentage": 7
                },
                {
                    "categoryName": "Bitters",
                    "discountPercentage": 15
                },
                {
                    "categoryName": "Brandy",
                    "discountPercentage": 8
                },
                {
                    "categoryName": "Sports Drinks",
                    "discountPercentage": 22
                },
                {
                    "categoryName": "Vodka",
                    "discountPercentage": 19
                }
            ]
        },
        {
            "eventName": "Steal of a Deal Days",
            "promotionalDates": {
                "startDate": {
                    "Year": 2024,
                    "Month": 9,
                    "Day": 21
                },
                "endDate": {
                    "Year": 2024,
                    "Month": 9,
                    "Day": 29
                }
            },
            "discounts": [
                {
                    "categoryName": "Organic Wine",
                    "discountPercentage": 19
                },
                {
                    "categoryName": "White Wine",
                    "discountPercentage": 20
                },
                {
                    "categoryName": "Sparkling Wine",
                    "discountPercentage": 19
                },
                {
                    "categoryName": "Whiskey",
                    "discountPercentage": 17
                },
                {
                    "categoryName": "Vodka",
                    "discountPercentage": 23
                }
            ]
        }
    ]
}

示例 1:查找总销售额最低的商店

假设我们想要确定销售额最低的 First Up 顾问公司内的商店,运行查询以检索 First Up Consultants 公司内的文档,按总销售额的降序对文档进行排序,并在排序的结果集中返回最后一个文档。

db.stores.aggregate([{
    "$match": {
        "company": {
            "$in": ["First Up Consultants"]
        }
    }
}, {
    "$group": {
        "_id": "$company",
        "bottomSales": {
            "$bottom": {
                "output": ["$company", "$sales"],
                "sortBy": {
                    "sales.revenue": -1
                }
            }
        }
    }
}])

此查询返回以下结果:

[
  {
    "_id": "First Up Consultants",
    "bottomSales": [
        "First Up Consultants",
        {
            "totalSales": 119,
            "salesByCategory": [
                {
                    "categoryName": "Skirts",
                    "totalSales": 109
                }
            ]
        }
    ]
}]

示例 2:查找销售额最低的每个商店的类别

若要查找每个商店销售额最低的类别,请运行查询以检索具有多个销售类别的商店,按每个商店内总销售额的降序对类别进行排序,并返回排序结果集中的最后一个文档。

db.stores.aggregate([{
        $unwind: "$sales.salesByCategory"
    },
    {
        $match: {
            "sales.salesByCategory.totalSales": {
                $exists: true
            }
        }
    },
    {
        $group: {
            _id: "$_id",
            storeName: {
                $first: "$name"
            },
            lowestCategory: {
                $bottom: {
                    sortBy: {
                        "sales.salesByCategory.totalSales": 1
                    },
                    output: {
                        categoryName: "$sales.salesByCategory.categoryName",
                        totalSales: "$sales.salesByCategory.totalSales"
                    }
                }
            }
        }
    }
])

此查询返回的前两个结果为:

[
  {
    "_id": "b1d86d1f-8705-4157-b64c-a9eda0df4921",
    "storeName": "VanArsdel, Ltd. | Baby Products Haven - West Kingfort",
    "lowestCategory": { "categoryName": "Baby Monitors", "totalSales": 49585 }
  },
  {
    "_id": "22e6367e-8341-415f-9795-118d2b522abf",
    "storeName": "Adatum Corporation | Outdoor Furniture Mart - Port Simone",
    "lowestCategory": { "categoryName": "Outdoor Benches", "totalSales": 4976 }
  }
]