메서드 기반 쿼리 구문 예제: 집계 연산자(LINQ to DataSet)
이 항목의 예제에서는 Aggregate, Average, Count, LongCount, Max, Min 및 Sum 연산자에서 메서드 쿼리 구문을 사용하여 DataSet을 쿼리하고 데이터를 집계하는 방법을 보여 줍니다.
이러한 예제에서 사용되는 FillDataSet
메서드는 데이터집합에 데이터를 로드하는데 지정됩니다.
이 항목의 예제에서는 AdventureWorks 샘플 데이터베이스의 Contact, Address, Product, SalesOrderHeader 및 SalesOrderDetail 테이블을 사용합니다.
이 항목의 예제에서는 다음과 같은 using
/Imports
문을 사용합니다.
using System;
using System.Collections.Generic;
using System.Data;
using System.Data.SqlClient;
using System.Globalization;
using System.Linq;
using System.Windows.Forms;
Option Explicit On
Imports System.Linq
Imports System.Linq.Expressions
Imports System.Collections.Generic
Imports System.Data
Imports System.Data.SqlClient
Imports System.Data.Common
Imports System.Globalization
자세한 내용은 방법: Visual Studio에서 LINQ to DataSet 프로젝트 만들기를 참조하세요.
집계
예시
이 예제에서는 Aggregate 메서드를 사용하여 Contact
테이블에서 맨 위쪽에 있는 5개의 연락처 정보를 가져온 다음 쉼표로 구분된 성 목록을 작성합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
IEnumerable<DataRow> contacts = ds.Tables["Contact"].AsEnumerable();
string nameList =
contacts.Take(5).Select(contact => contact.Field<string>("LastName")).Aggregate((workingList, next) => workingList + "," + next);
Console.WriteLine(nameList);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim contacts As IEnumerable(Of DataRow) = _
ds.Tables("Contact").AsEnumerable()
Dim nameList As String = _
contacts.Take(5).Select(Function(contact) contact.Field(Of String)("LastName")). _
Aggregate(Function(workingList, next1) workingList + "," + next1)
Console.WriteLine(nameList)
평균
예시
이 예제에서는 Average 메서드를 사용하여 제품의 평균 가격을 검색합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
var products = ds.Tables["Product"].AsEnumerable();
Decimal averageListPrice =
products.Average(product => product.Field<Decimal>("ListPrice"));
Console.WriteLine("The average list price of all the products is ${0}",
averageListPrice);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim products As IEnumerable(Of DataRow) = _
ds.Tables("Product").AsEnumerable()
Dim averageListPrice As Decimal = _
products.Average(Function(product) product. _
Field(Of Decimal)("ListPrice"))
Console.WriteLine("The average list price of all the products is $" & _
averageListPrice)
예시
이 예제에서는 Average 메서드를 사용하여 각 스타일의 평균 제품 가격을 검색합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
var products = ds.Tables["Product"].AsEnumerable();
var query = from product in products
group product by product.Field<string>("Style") into g
select new
{
Style = g.Key,
AverageListPrice =
g.Average(product => product.Field<Decimal>("ListPrice"))
};
foreach (var product in query)
{
Console.WriteLine("Product style: {0} Average list price: {1}",
product.Style, product.AverageListPrice);
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim products As IEnumerable(Of DataRow) = _
ds.Tables("Product").AsEnumerable()
Dim query = _
From product In products _
Group product By style = product.Field(Of String)("Style") Into g = Group _
Select New With _
{ _
.Style = style, _
.AverageListPrice = g.Average(Function(product) _
product.Field(Of Decimal)("ListPrice")) _
}
For Each product In query
Console.WriteLine("Product style: {0} Average list price: {1}", _
product.Style, product.AverageListPrice)
Next
예시
이 예제에서는 Average 메서드를 사용하여 평균 합계를 검색합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
Decimal averageTotalDue = orders.AsEnumerable().
Average(order => order.Field<decimal>("TotalDue"));
Console.WriteLine("The average TotalDue is {0}.",
averageTotalDue);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim averageTotalDue As Decimal = orders.AsEnumerable(). _
Average(Function(order) order.Field(Of Decimal)("TotalDue"))
Console.WriteLine("The average TotalDue is {0}.", _
averageTotalDue)
예시
이 예제에서는 Average 메서드를 사용하여 각 연락처 ID의 평균 합계를 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
select new
{
Category = g.Key,
averageTotalDue =
g.Average(order => order.Field<decimal>("TotalDue"))
};
foreach (var order in query)
{
Console.WriteLine("ContactID = {0} \t Average TotalDue = {1}",
order.Category,
order.averageTotalDue);
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Select New With _
{ _
.Category = contactID, _
.averageTotalDue = g.Average(Function(order) order. _
Field(Of Decimal)("TotalDue")) _
}
For Each order In query
Console.WriteLine("ContactID = {0} " & vbTab & _
" Average TotalDue = {1}", order.Category, _
order.averageTotalDue)
Next
예시
이 예제에서는 Average 메서드를 사용하여 각 연락처에 대해 평균 TotalDue
를 가진 주문을 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
let averageTotalDue = g.Average(order => order.Field<decimal>("TotalDue"))
select new
{
Category = g.Key,
CheapestProducts =
g.Where(order => order.Field<decimal>("TotalDue") ==
averageTotalDue)
};
foreach (var orderGroup in query)
{
Console.WriteLine("ContactID: {0}", orderGroup.Category);
foreach (var order in orderGroup.CheapestProducts)
{
Console.WriteLine("Average total due for SalesOrderID {1} is: {0}",
order.Field<decimal>("TotalDue"),
order.Field<Int32>("SalesOrderID"));
}
Console.WriteLine("");
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Let averageTotalDue = g.Average(Function(order) order.Field(Of Decimal)("TotalDue")) _
Select New With _
{ _
.Category = contactID, _
.CheapestProducts = g.Where(Function(order) order. _
Field(Of Decimal)("TotalDue") = averageTotalDue) _
}
For Each orderGroup In query
Console.WriteLine("ContactID: " & orderGroup.Category)
For Each order In orderGroup.CheapestProducts
Console.WriteLine("Average total due for SalesOrderID {1} is: {0}", _
order.Field(Of Decimal)("TotalDue"), _
order.Field(Of Int32)("SalesOrderID"))
Next
Console.WriteLine("")
Next
Count
예시
이 예제에서는 Count 메서드를 사용하여 Product
테이블에 있는 제품 수를 반환합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
var products = ds.Tables["Product"].AsEnumerable();
int numProducts = products.Count();
Console.WriteLine("There are {0} products.", numProducts);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim products As DataTable = ds.Tables("Product")
Dim numProducts = products.AsEnumerable().Count()
Console.WriteLine("There are " & numProducts & " products.")
예시
이 예제에서는 Count 메서드를 사용하여 연락처 ID와 각 연락처의 주문 수로 구성된 목록을 반환합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable contacts = ds.Tables["Contact"];
var query = from contact in contacts.AsEnumerable()
select new
{
CustomerID = contact.Field<int>("ContactID"),
OrderCount =
contact.GetChildRows("SalesOrderContact").Count()
};
foreach (var contact in query)
{
Console.WriteLine("CustomerID = {0} \t OrderCount = {1}",
contact.CustomerID,
contact.OrderCount);
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim contacts As DataTable = ds.Tables("Contact")
Dim query = _
From contact In contacts.AsEnumerable() _
Select New With _
{ _
.ContactID = contact.Field(Of Integer)("ContactID"), _
.OrderCount = contact.GetChildRows("SalesOrderContact").Count() _
}
For Each contact In query
Console.Write("CustomerID = " & contact.ContactID)
Console.WriteLine(vbTab & "OrderCount = " & contact.OrderCount)
Next
예시
이 예제에서는 색으로 제품을 그룹화한 다음 Count 메서드를 사용하여 각 색 그룹의 제품 수를 반환합니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable products = ds.Tables["Product"];
var query =
from product in products.AsEnumerable()
group product by product.Field<string>("Color") into g
select new { Color = g.Key, ProductCount = g.Count() };
foreach (var product in query)
{
Console.WriteLine("Color = {0} \t ProductCount = {1}",
product.Color,
product.ProductCount);
}
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim products As DataTable = ds.Tables("Product")
Dim query = _
From product In products.AsEnumerable() _
Group product By color = product.Field(Of String)("Color") Into g = Group _
Select New With {.Color = color, .ProductCount = g.Count()}
For Each product In query
Console.WriteLine("Color = {0} " & vbTab & "ProductCount = {1}", _
product.Color, _
product.ProductCount)
Next
LongCount
예시
이 예제에서는 연락처 수를 정수(Long)로 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable contacts = ds.Tables["Contact"];
long numberOfContacts = contacts.AsEnumerable().LongCount();
Console.WriteLine("There are {0} Contacts", numberOfContacts);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim contacts As DataTable = ds.Tables("Contact")
Dim numberOfContacts = contacts.AsEnumerable().LongCount()
Console.WriteLine("There are {0} Contacts", numberOfContacts)
최대
예시
이 예제에서는 Max 메서드를 사용하여 최대 합계를 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
Decimal maxTotalDue = orders.AsEnumerable().
Max(w => w.Field<decimal>("TotalDue"));
Console.WriteLine("The maximum TotalDue is {0}.",
maxTotalDue);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim maxTotalDue As Decimal = orders.AsEnumerable(). _
Max(Function(w) w.Field(Of Decimal)("TotalDue"))
Console.WriteLine("The maximum TotalDue is {0}.", maxTotalDue)
예시
이 예제에서는 Max 메서드를 사용하여 각 연락처 ID의 최대 합계를 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
select new
{
Category = g.Key,
maxTotalDue =
g.Max(order => order.Field<decimal>("TotalDue"))
};
foreach (var order in query)
{
Console.WriteLine("ContactID = {0} \t Maximum TotalDue = {1}",
order.Category, order.maxTotalDue);
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Select New With _
{ _
.Category = contactID, _
.maxTotalDue = _
g.Max(Function(order) order.Field(Of Decimal)("TotalDue")) _
}
For Each order In query
Console.WriteLine("ContactID = {0} " & vbTab & _
" Maximum TotalDue = {1}", _
order.Category, order.maxTotalDue)
Next
예시
이 예제에서는 Max 메서드를 사용하여 각 연락처 ID에 대해 최대 TotalDue
를 가진 주문을 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
let maxTotalDue = g.Max(order => order.Field<decimal>("TotalDue"))
select new
{
Category = g.Key,
CheapestProducts =
g.Where(order => order.Field<decimal>("TotalDue") ==
maxTotalDue)
};
foreach (var orderGroup in query)
{
Console.WriteLine("ContactID: {0}", orderGroup.Category);
foreach (var order in orderGroup.CheapestProducts)
{
Console.WriteLine("MaxTotalDue {0} for SalesOrderID {1}: ",
order.Field<decimal>("TotalDue"),
order.Field<Int32>("SalesOrderID"));
}
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Let maxTotalDue = g.Max(Function(order) order.Field(Of Decimal)("TotalDue")) _
Select New With _
{ _
.Category = contactID, _
.CheapestProducts = _
g.Where(Function(order) order. _
Field(Of Decimal)("TotalDue") = maxTotalDue) _
}
For Each orderGroup In query
Console.WriteLine("ContactID: " & orderGroup.Category)
For Each order In orderGroup.CheapestProducts
Console.WriteLine("MaxTotalDue {0} for SalesOrderID {1} ", _
order.Field(Of Decimal)("TotalDue"), _
order.Field(Of Int32)("SalesOrderID"))
Next
Next
Min
예시
이 예제에서는 Min 메서드를 사용하여 최소 합계를 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
Decimal smallestTotalDue = orders.AsEnumerable().
Min(totalDue => totalDue.Field<decimal>("TotalDue"));
Console.WriteLine("The smallest TotalDue is {0}.",
smallestTotalDue);
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim smallestTotalDue As Decimal = orders.AsEnumerable(). _
Min(Function(totalDue) totalDue.Field(Of Decimal)("TotalDue"))
Console.WriteLine("The smallest TotalDue is {0}.", smallestTotalDue)
예시
이 예제에서는 Min 메서드를 사용하여 각 연락처 ID의 최소 합계를 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
select new
{
Category = g.Key,
smallestTotalDue =
g.Min(order => order.Field<decimal>("TotalDue"))
};
foreach (var order in query)
{
Console.WriteLine("ContactID = {0} \t Minimum TotalDue = {1}",
order.Category, order.smallestTotalDue);
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Select New With _
{ _
.Category = contactID, _
.smallestTotalDue = g.Min(Function(order) _
order.Field(Of Decimal)("TotalDue")) _
}
For Each order In query
Console.WriteLine("ContactID = {0} " & vbTab & _
"Minimum TotalDue = {1}", order.Category, order.smallestTotalDue)
Next
예시
이 예제에서는 Min 메서드를 사용하여 각 연락처 ID에 대해 최소 합계를 가진 주문을 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
let minTotalDue = g.Min(order => order.Field<decimal>("TotalDue"))
select new
{
Category = g.Key,
smallestTotalDue =
g.Where(order => order.Field<decimal>("TotalDue") ==
minTotalDue)
};
foreach (var orderGroup in query)
{
Console.WriteLine("ContactID: {0}", orderGroup.Category);
foreach (var order in orderGroup.smallestTotalDue)
{
Console.WriteLine("Minimum TotalDue {0} for SalesOrderID {1}: ",
order.Field<decimal>("TotalDue"),
order.Field<Int32>("SalesOrderID"));
}
Console.WriteLine("");
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Let minTotalDue = g.Min(Function(order) order.Field(Of Decimal)("TotalDue")) _
Select New With _
{ _
.Category = contactID, _
.smallestTotalDue = g.Where(Function(order) order. _
Field(Of Decimal)("TotalDue") = minTotalDue) _
}
For Each orderGroup In query
Console.WriteLine("ContactID: " & orderGroup.Category)
For Each order In orderGroup.smallestTotalDue
Console.WriteLine("Minimum TotalDue {0} for SalesOrderID {1} ", _
order.Field(Of Decimal)("TotalDue"), _
order.Field(Of Int32)("SalesOrderID"))
Next
Console.WriteLine("")
Next
Sum
예시
이 예제에서는 Sum 메서드를 사용하여 SalesOrderDetail
테이블의 전체 주문 수량을 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderDetail"];
double totalOrderQty = orders.AsEnumerable().
Sum(o => o.Field<Int16>("OrderQty"));
Console.WriteLine("There are a total of {0} OrderQty.",
totalOrderQty);
예시
이 예제에서는 Sum 메서드를 사용하여 각 연락처 ID의 합계를 가져옵니다.
// Fill the DataSet.
DataSet ds = new DataSet();
ds.Locale = CultureInfo.InvariantCulture;
FillDataSet(ds);
DataTable orders = ds.Tables["SalesOrderHeader"];
var query =
from order in orders.AsEnumerable()
group order by order.Field<Int32>("ContactID") into g
select new
{
Category = g.Key,
TotalDue = g.Sum(order => order.Field<decimal>("TotalDue")),
};
foreach (var order in query)
{
Console.WriteLine("ContactID = {0} \t TotalDue sum = {1}",
order.Category, order.TotalDue);
}
' Fill the DataSet.
Dim ds As New DataSet()
ds.Locale = CultureInfo.InvariantCulture
' See the FillDataSet method in the Loading Data Into a DataSet topic.
FillDataSet(ds)
Dim orders As DataTable = ds.Tables("SalesOrderHeader")
Dim query = _
From order In orders.AsEnumerable() _
Group order By contactID = order.Field(Of Int32)("ContactID") Into g = Group _
Select New With _
{ _
.Category = contactID, _
.TotalDue = g.Sum(Function(order) order. _
Field(Of Decimal)("TotalDue")) _
}
For Each order In query
Console.WriteLine("ContactID = {0} " & vbTab & "TotalDue sum = {1}", _
order.Category, order.TotalDue)
Next