Group By/Having操作符
适用场景:分组数据,为我们查找数据缩小范围。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X说明:分配并返回对传入参数进行分组操作后的可枚举对象。分组;延迟
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X1.简单形式:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select g;
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X说明:from p in db.Products 表示从表中将产品对象取出来。group p by p.CategoryID into g表示对p按CategoryID字段归类。其结果命名为g,一旦重新命名,p的作用域就结束了,所以,最后select时,只能select g。当然,也不必重新命名可以这样写:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID;
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X我们用示意图表示:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X如果想遍历某类别中所有记录,这样:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xforeach (
var gp
in q){
if (gp.Key == 2) {
foreach (
var item
in gp) {
//do something } }}2.Select匿名类:
var q =
from p
in db.Products
group p
by p.CategoryID
into g
select new { CategoryID = g.Key, g }; 说明:在这句LINQ语句中,有2个property:CategoryID和g。这个匿名类,其实质是对返回结果集重新进行了包装。把g的property封装成一个完整的分组。如下图所示:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X如果想遍历某匿名类中所有记录,要这么做:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xforeach (
var gp
in q){
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X if (gp.CategoryID == 2)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X foreach (
var item
in gp.g)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X //do somethingã¼çEÓ|www.netcsharp.cncCÚøòîç'X }
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X }
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X}
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X3.最大值说明:先按CategoryID归类,判断各个分类产品中单价最大的Products。取出CategoryID值,并把UnitPrice值赋给MaxPrice。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X MaxPrice = g.Max(p => p.UnitPrice)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X4.最小值说明:先按CategoryID归类,判断各个分类产品中单价最小的Products。取出CategoryID值,并把UnitPrice值赋给MinPrice。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X MinPrice = g.Min(p => p.UnitPrice)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X5.平均值说明:先按CategoryID归类,取出CategoryID值和各个分类产品中单价的平均值。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X AveragePrice = g.Average(p => p.UnitPrice)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X6.求和说明:先按CategoryID归类,取出CategoryID值和各个分类产品中单价的总和。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X TotalPrice = g.Sum(p => p.UnitPrice)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X7.计数说明:先按CategoryID归类,取出CategoryID值和各个分类产品的数量。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X NumProducts = g.Count()
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X8.带条件计数说明:先按CategoryID归类,取出CategoryID值和各个分类产品的断货数量。 Count函数里,使用了Lambda表达式,Lambda表达式中的p,代表这个组里的一个元素或对象,即某一个产品。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X NumProducts = g.Count(p => p.Discontinued)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X9.Where限制说明:在翻译成SQL语句时,在最外层嵌套了Where条件。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by p.CategoryID
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where g.Count() >= 10
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select new {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X ProductCount = g.Count()
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X语句描述:根据产品的―ID分组,查询产品数量大于10的ID和产品数量。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X10.Multiple Columns说明:既按产品的分类,又按供应商分类。在by后面,new出来一个匿名类。这里,Key其实质是一个类的对象,Key包含两个Property:CategoryID、SupplierID。用g.Key.CategoryID可以遍历CategoryID的值。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar categories =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by newã¼çEÓ|www.netcsharp.cncCÚøòîç'X {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X p.CategoryID,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X p.SupplierID
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X }
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select newã¼çEÓ|www.netcsharp.cncCÚøòîç'X {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g.Key,
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X11.Expression(表达式)说明:按产品单价是否大于10分类。其结果分为两类,大于的是一类,小于及等于为另一类。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar categories =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from p
in db.Products
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X group p
by new { Criterion = p.UnitPrice > 10 }
into g
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select g;
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'XExists/In/Any/All/Contains操作符
适用场景:用于判断集合中元素,进一步缩小范围。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'XAny说明:用于判断集合中是否有元素满足某一条件;不延迟。(若条件为空,则集合只要不为空就返回True,否则为False)。有2种形式,分别为简单形式和带条件形式。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X1.简单形式:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from c
in db.Customers
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where !c.Orders.Any()
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select c;
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X生成SQL语句为:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'XSELECT [t0].[CustomerID], [t0].[CompanyName], [t0].[ContactName],[t0].[ContactTitle], [t0].[Address], [t0].[City], [t0].[Region],[t0].[PostalCode], [t0].[Country], [t0].[Phone], [t0].[Fax]
FROM [dbo].[Customers]
AS [t0]
WHERE NOT (
EXISTS(
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X SELECT NULL AS [EMPTY]
FROM [dbo].[Orders]
AS [t1]
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X WHERE [t1].[CustomerID] = [t0].[CustomerID]
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X )
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X2.带条件形式:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from c
in db.Categories
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where c.Products.Any(p => p.Discontinued)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select c;
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X生成SQL语句为:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'XSELECT [t0].[CategoryID], [t0].[CategoryName], [t0].[Description],[t0].[Picture]
FROM [dbo].[Categories]
AS [t0]
WHERE EXISTS(
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X SELECT NULL AS [EMPTY]
FROM [dbo].[Products]
AS [t1]
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X WHERE ([t1].[Discontinued] = 1)
ANDã¼çEÓ|www.netcsharp.cncCÚøòîç'X ([t1].[CategoryID] = [t0].[CategoryID])
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X )
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'XAll说明:用于判断集合中所有元素是否都满足某一条件;不延迟
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X1.带条件形式
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from c
in db.Customers
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where c.Orders.All(o => o.ShipCity == c.City)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select c;Contains
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X说明:用于判断集合中是否包含有某一元素;不延迟。它是对两个序列进行连接操作的。
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xstring[] customerID_Set =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X new string[] {
"AROUT",
"BOLID",
"FISSA" };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q = (
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from o
in db.Orders
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where customerID_Set.Contains(o.CustomerID)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select o).ToList();
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X语句描述:查找"AROUT", "BOLID" 和 "FISSA" 这三个客户的订单。先定义了一个数组,在LINQ to SQL中使用Contains,数组中包含了所有的CustomerID,即返回结果中,所有的CustomerID都在这个集合内。也就是in。 你也可以把数组的定义放在LINQ to SQL语句里。比如:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q = (
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from o
in db.Orders
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where (
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X new string[] {
"AROUT",
"BOLID",
"FISSA" })
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X .Contains(o.CustomerID)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select o).ToList();
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'XNot Contains则取反:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q = (
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X from o
in db.Orders
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where !(
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X new string[] {
"AROUT",
"BOLID",
"FISSA" })
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X .Contains(o.CustomerID)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select o).ToList();
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X1.包含一个对象:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar order = (
from o
in db.Orders
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X where o.OrderID == 10248
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X select o).First();
var q = db.Customers.Where(p => p.Orders.Contains(order)).ToList();
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xforeach (
var cust
in q){
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X foreach (
var ord
in cust.Orders)
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X {
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X //do somethingã¼çEÓ|www.netcsharp.cncCÚøòîç'X }
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X}
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X2.包含多个值:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'Xstring[] cities =
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X new string[] {
"Seattle",
"London",
"Vancouver",
"Paris" };
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xvar q = db.Customers.Where(p=>cities.Contains(p.City)).ToList();
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X总结一下这篇我们说明了以下语句:
ã¼çEÓ|www.netcsharp.cncCÚøòîç'Xã¼çEÓ|www.netcsharp.cncCÚøòîç'X| Group By/Having | 分组数据;延迟 |
| Any | 用于判断集合中是否有元素满足某一条件;不延迟 |
| All | 用于判断集合中所有元素是否都满足某一条件;不延迟 |
| Contains | 用于判断集合中是否包含有某一元素;不延迟 |
ã¼çEÓ|www.netcsharp.cncCÚøòîç'X