您可以使用$lookup在两个集合之间创建视图,然后对该视图运行查询。应用程序可以查询视图而无需构建或维护复杂的管道。
示例:
创建两个示例集合inventory和orders:
db.inventory.insertMany( [
{ prodId: 100, price: 20, quantity: 125 },
{ prodId: 101, price: 10, quantity: 234 },
{ prodId: 102, price: 15, quantity: 432 },
{ prodId: 103, price: 17, quantity: 320 }
] )
db.orders.insertMany( [
{ orderId: 201, custid: 301, prodId: 100, numPurchased: 20 },
{ orderId: 202, custid: 302, prodId: 101, numPurchased: 10 },
{ orderId: 203, custid: 303, prodId: 102, numPurchased: 5 },
{ orderId: 204, custid: 303, prodId: 103, numPurchased: 15 },
{ orderId: 205, custid: 303, prodId: 103, numPurchased: 20 },
{ orderId: 206, custid: 302, prodId: 102, numPurchased: 1 },
{ orderId: 207, custid: 302, prodId: 101, numPurchased: 5 },
{ orderId: 208, custid: 301, prodId: 100, numPurchased: 10 },
{ orderId: 209, custid: 303, prodId: 103, numPurchased: 30 }
] )
创建连接的视图:
这个命令使用db.createView()函数在orders集合基础上创建一个名为sales的新视图:
db.createView( "sales", "orders", [
{
$lookup:
{
from: "inventory",
localField: "prodId",
foreignField: "prodId",
as: "inventoryDocs"
}
},
{
$project:
{
_id: 0,
prodId: 1,
orderId: 1,
numPurchased: 1,
price: "$inventoryDocs.price"
}
},
{ $unwind: "$price" }
] )
在这个示例中:
- $lookup阶段使用orders集合中的prodId字段来“连接”具有匹配prodId字段的inventory集合文档。
- 匹配的文档将作为一个数组添加到inventoryDocs字段中。
- $project阶段选择可用字段的子集。
- $unwind阶段将price字段从数组转换为标量值。
视图sales中的文档为:
{ orderId: 201, prodId: 100, numPurchased: 20, price: 20 },
{ orderId: 202, prodId: 101, numPurchased: 10, price: 10 },
{ orderId: 203, prodId: 102, numPurchased: 5, price: 15 },
{ orderId: 204, prodId: 103, numPurchased: 15, price: 17 },
{ orderId: 205, prodId: 103, numPurchased: 20, price: 17 },
{ orderId: 206, prodId: 102, numPurchased: 1, price: 15 },
{ orderId: 207, prodId: 101, numPurchased: 5, price: 10 },
{ orderId: 208, prodId: 100, numPurchased: 10, price: 20 },
{ orderId: 209, prodId: 103, numPurchased: 30, price: 17 }
查询视图:
要查找每个产品销售的总金额,请查询该视图:
db.sales.aggregate( [
{
$group:
{
_id: "$prodId",
amountSold: { $sum: { $multiply: [ "$price", "$numPurchased" ] } }
}
}
] )
输出结果为:
[
{ _id: 102, amountSold: 90 },
{ _id: 101, amountSold: 150 },
{ _id: 103, amountSold: 1105 },
{ _id: 100, amountSold: 600 }
]