101个LINQ例子
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101个LINQ例子 101 LINQ Samples
Restriction Operators Where - Simple 1
public void Linq1() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; var lowNums =
from n in numbers where n < 5 select n;
Console.WriteLine(\ foreach (var x in lowNums) { Console.WriteLine(x); } }
Where - Simple 2 public void Linq2() {
List products = GetProductList(); var soldOutProducts =
from p in products
where p.UnitsInStock == 0 select p;
Console.WriteLine(\
foreach (var product in soldOutProducts) {
Console.WriteLine(\ } }
Where - Simple 3 public void Linq3() {
List products = GetProductList(); var expensiveInStockProducts =
from p in products
where p.UnitsInStock > 0 && p.UnitPrice > 3.00M select p;
Console.WriteLine(\ foreach (var product in expensiveInStockProducts) {
Console.WriteLine(\ }
}
Where - Drilldown
public void Linq4() {
List customers = GetCustomerList(); var waCustomers =
from c in customers where c.Region == \
select c;
Console.WriteLine(\ foreach (var customer in waCustomers) { Console.WriteLine(\customer.CompanyName);
foreach (var order in customer.Orders) {
Console.WriteLine(\.OrderDate); } } }
Where - Indexed public void Linq5() {
string[] digits = { \ var shortDigits = digits.Where((digit, index) => digit.Length < index); Console.WriteLine(\
foreach (var d in shortDigits) {
Console.WriteLine(\ } }
Projection Operators
Select - Simple 1 public void Linq6() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; var numsPlusOne = from n in numbers
select n + 1;
Console.WriteLine(\ foreach (var i in numsPlusOne) { Console.WriteLine(i); } }
Select - Simple 2 public void Linq7() {
List products = GetProductList(); var productNames = from p in products
{0}:
{1}\
customer.CustomerID,
select p.ProductName;
Console.WriteLine(\
foreach (var productName in productNames) { Console.WriteLine(productName); } }
Select - Transformation public void Linq8() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
string[] strings = { \\\\\\\\\\
var textNums =
from n in numbers
select strings[n];
Console.WriteLine(\ foreach (var s in textNums) { Console.WriteLine(s); } }
Select - Anonymous Types 1 public void Linq9() {
string[] words = { \ var upperLowerWords =
from w in words
select new {Upper = w.ToUpper(), Lower = w.ToLower()};
foreach (var ul in upperLowerWords) {
Console.WriteLine(\ } }
Select - Anonymous Types 2 public void Linq10() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
string[] strings = { \\\\\\\\\\
var digitOddEvens = from n in numbers
select new {Digit = strings[n], Even = (n % 2 == 0)}; foreach (var d in digitOddEvens) {
Console.WriteLine(\ } }
Select - Anonymous Types 3 public void Linq11() {
List products = GetProductList(); var productInfos =
from p in products
select new {p.ProductName, p.Category, Price = p.UnitPrice}; Console.WriteLine(\
foreach (var productInfo in productInfos) {
Console.WriteLine(\is in the category {1} and costs {2} per unit.\productInfo.ProductName, productInfo.Category, productInfo.Price); } }
Select - Indexed public void Linq12() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
var numsInPlace = numbers.Select((num, index) => new {Num = num, InPlace = (num == index)});
Console.WriteLine(\ foreach (var n in numsInPlace) {
Console.WriteLine(\ } }
Select - Filtered public void Linq13() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
string[] digits = { \ var lowNums = from n in numbers where n < 5
select digits[n];
Console.WriteLine(\ foreach (var num in lowNums) { Console.WriteLine(num); } }
SelectMany - Compound from 1 public void Linq14() {
int[] numbersA = { 0, 2, 4, 5, 6, 8, 9 }; int[] numbersB = { 1, 3, 5, 7, 8 }; var pairs =
from a in numbersA,
b in numbersB where a < b
select new {a, b};
Console.WriteLine(\
foreach (var pair in pairs) {
Console.WriteLine(\.b); } }
SelectMany - Compound from 2 public void Linq15() {
List customers = GetCustomerList(); var orders =
from c in customers, o in c.Orders
where o.Total < 500.00M
select new {c.CustomerID, o.OrderID, o.Total}; ObjectDumper.Write(orders); }
SelectMany - Compound from 3 public void Linq16() {
List customers = GetCustomerList(); var orders =
from c in customers, o in c.Orders
where o.OrderDate >= new DateTime(1998, 1, 1) select new {c.CustomerID, o.OrderID, o.OrderDate}; ObjectDumper.Write(orders); }
SelectMany - from Assignment public void Linq17() {
List customers = GetCustomerList(); var orders =
from c in customers, o in c.Orders, total = o.Total
where total >= 2000.0M
select new {c.CustomerID, o.OrderID, total}; ObjectDumper.Write(orders); }
SelectMany - Multiple from
public void Linq18() {
List customers = GetCustomerList();
DateTime cutoffDate = new DateTime(1997, 1, 1); var orders =
from c in customers where c.Region == \ from o in c.Orders
where o.OrderDate >= cutoffDate select new {c.CustomerID, o.OrderID}; ObjectDumper.Write(orders); }
SelectMany - Indexed
public void Linq19() {
List customers = GetCustomerList(); var customerOrders =
customers.SelectMany( (cust, custIndex) =>
cust.Orders.Select(o => \
\ ObjectDumper.Write(customerOrders); }
Partitioning Operators Take - Simple
public void Linq20() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; var first3Numbers = numbers.Take(3); Console.WriteLine(\ foreach (var n in first3Numbers) { Console.WriteLine(n); } }
Take - Nested public void Linq21() {
List
where c.Region == \
select new {c.CustomerID, o.OrderID, o.OrderDate} ) .Take(3);
Console.WriteLine(\ foreach (var order in first3WAOrders) { ObjectDumper.Write(order); } }
Skip - Simple
public void Linq22() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; var allButFirst4Numbers = numbers.Skip(4); Console.WriteLine(\ foreach (var n in allButFirst4Numbers) { Console.WriteLine(n); } }
Skip - Nested
public void Linq23() {
List
from c in customers
from o in c.Orders
where c.Region == \
select new {c.CustomerID, o.OrderID, o.OrderDate}; var allButFirst2Orders = waOrders.Skip(2); Console.WriteLine(\ foreach (var order in allButFirst2Orders) { ObjectDumper.Write(order); } }
TakeWhile - Simple
public void Linq24() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
var firstNumbersLessThan6 = numbers.TakeWhile(n => n < 6); Console.WriteLine(\ foreach (var n in firstNumbersLessThan6) { Console.WriteLine(n); } }
SkipWhile - Simple public void Linq26() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
var allButFirst3Numbers = numbers.SkipWhile(n => n % 3 != 0);
Console.WriteLine(\ foreach (var n in allButFirst3Numbers) { Console.WriteLine(n); } }
SkipWhile - Indexed public void Linq27() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
var laterNumbers = numbers.SkipWhile((n, index) => n >= index);
Console.WriteLine(\elements starting from first element less than position:\
foreach (var n in laterNumbers) { Console.WriteLine(n); } }
Ordering Operators OrderBy - Simple 1 publicvoid Linq28() {
string[] words = { \
var sortedWords = from w in words orderby w select w;
Console.WriteLine(\ foreach (var w in sortedWords) { Console.WriteLine(w); } }
OrderBy - Simple 2 public void Linq29() {
string[] words = { \ var sortedWords = from w in words orderby w.Length select w;
Console.WriteLine(\ foreach (var w in sortedWords) { Console.WriteLine(w);
its }
}
OrderBy - Simple 3 public void Linq30() {
List products = GetProductList(); var sortedProducts = from p in products
orderby p.ProductName select p;
ObjectDumper.Write(sortedProducts); }
OrderBy - Comparer
public class CaseInsensitiveComparer : IComparer
public int Compare(string x, string y) {
return string.Compare(x, y, true); } }
public void Linq31() {
string[] words = { \ var sortedWords = words.OrderBy(a => a, new CaseInsensitiveComparer()); ObjectDumper.Write(sortedWords); }
OrderByDescending - Simple 1 public void Linq32() {
double[] doubles = { 1.7, 2.3, 1.9, 4.1, 2.9 }; var sortedDoubles = from d in doubles orderby d descending select d;
Console.WriteLine(\ foreach (var d in sortedDoubles) { Console.WriteLine(d); } }
OrderByDescending - Simple 2 public void Linq33() {
List products = GetProductList(); var sortedProducts =
from p in products
orderby p.UnitsInStock descending select p;
ObjectDumper.Write(sortedProducts); }
OrderByDescending - Comparer
public class CaseInsensitiveComparer : IComparerspan class=\{
publicint Compare(string x, string y) {
returnstring.Compare(x, y, true); } }
publicvoid Linq34() {
string[] words = { \
var sortedWords = words.OrderByDescending(a => a, new CaseInsensitiveComparer());
ObjectDumper.Write(sortedWords); }
ThenBy - Simple publicvoid Linq35() {
string[] digits = { \
var sortedDigits = from d in digits orderby d.Length, d select d;
Console.WriteLine(\ foreach (var d in sortedDigits) { Console.WriteLine(d); } }
ThenBy - Comparer
public class CaseInsensitiveComparer : IComparerspan class=\{
publicint Compare(string x, string y) {
returnstring.Compare(x, y, true);
Console.WriteLine(\ foreach (var n in commonNumbers) { Console.WriteLine(n); } }
Intersect - 2
publicvoid Linq51() {
List products = GetProductList(); List customers = GetCustomerList();
var productFirstChars = from p in products select p.ProductName[0]; var customerFirstChars = from c in customers
select c.CompanyName[0];
var commonFirstChars = productFirstChars.Intersect(customerFirstChars);
Console.WriteLine(\ foreach (var ch in commonFirstChars) { Console.WriteLine(ch); } }
Except - 1
public void Linq52() {
int[] numbersA = { 0, 2, 4, 5, 6, 8, 9 }; int[] numbersB = { 1, 3, 5, 7, 8 };
IEnumerable
Except - 2
public void Linq53() {
List products = GetProductList(); List customers = GetCustomerList(); var productFirstChars = from p in products
select p.ProductName[0]; var customerFirstChars =
from c in customers
select c.CompanyName[0];
var productOnlyFirstChars = productFirstChars.Except(customerFirstChars);
Console.WriteLine(\ foreach (var ch in productOnlyFirstChars) { Console.WriteLine(ch); } }
Conversion Operators To Array
public void Linq54() {
double[] doubles = { 1.7, 2.3, 1.9, 4.1, 2.9 }; var sortedDoubles = from d in doubles orderby d descending
select d;
var doublesArray = sortedDoubles.ToArray();
Console.WriteLine(\ for (int d = 0; d < doublesArray.Length; d += 2) { Console.WriteLine(doublesArray[d]); } }
To List
public void Linq55() {
string[] words = { \ var sortedWords = from w in words orderby w
select w;
var wordList = sortedWords.ToList(); Console.WriteLine(\ foreach (var w in wordList) { Console.WriteLine(w); } }
To Dictionary
public void Linq56() {
var scoreRecords = new [] { new {Name = \ new {Name = \ new {Name = \ };
var scoreRecordsDict = scoreRecords.ToDictionary(sr => sr.Name); Console.WriteLine(\}
OfType
public void Linq57() {
object[] numbers = { null, 1.0, \ var doubles = numbers.OfType
Console.WriteLine(\ foreach (var d in doubles) { Console.WriteLine(d); } }
Element Operators First - Simple
public void Linq58() {
List products = GetProductList(); Product product12 = ( from p in products
where p.ProductID == 12 select p ) .First();
ObjectDumper.Write(product12); }
First - Indexed
public void Linq60() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
int evenNum = numbers.First((num, index) => (num % 2 == 0) && (index % 2 == 0)); Console.WriteLine(\ }
FirstOrDefault - Simple public void Linq61() { int[] numbers = {};
int firstNumOrDefault = numbers.FirstOrDefault(); Console.WriteLine(firstNumOrDefault); }
FirstOrDefault - Condition
public void Linq62() {
List products = GetProductList();
Product product789 = products.FirstOrDefault(p => p.ProductID == 789);
Console.WriteLine(\ }
FirstOrDefault - Indexed public void Linq63() {
double?[] doubles = { 1.7, 2.3, 4.1, 1.9, 2.9 };
double? num = doubles.FirstOrDefault((n, index) => (n >= index - 0.5 && n <= index + 0.5)); if (num != null)
Console.WriteLine(\ else
Console.WriteLine(\ }
ElementAt
public void Linq64() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; int fourthLowNum = ( from n in numbers where n < 5
select n )
.ElementAt(3); // 3 because sequences use 0-based indexing Console.WriteLine(\ }
Generation Operators Range
public void Linq65() {
var numbers =
from n in Sequence.Range(100, 50)
selectnew {Number = n, OddEven = n % 2 == 1 ? \ foreach (var n in numbers) {
Console.WriteLine(\ } }
Repeat
public void Linq66() {
var numbers = Sequence.Repeat(7, 10); foreach (var n in numbers) { Console.WriteLine(n); } }
Quantifiers
Any - Simple
public void Linq67() {
string[] words = { \ bool iAfterE = words.Any(w => w.Contains(\
Console.WriteLine(\ }
Any - Indexed
public void Linq68() {
int[] numbers = { -9, -4, -8, -3, -5, -2, -1, -6, -7 };
bool negativeMatch = numbers.Any((n, index) => n == -index);
Console.WriteLine(\ }
Any - Grouped
public void Linq69() {
List products = GetProductList(); var productGroups = from p in products
group p by p.Category into g
where g.Group.Any(p => p.UnitsInStock == 0) select new {Category = g.Key, Products = g.Group}; ObjectDumper.Write(productGroups, 1); }
All - Simple
public void Linq70() {
int[] numbers = { 1, 11, 3, 19, 41, 65, 19 }; bool onlyOdd = numbers.All(n => n % 2 == 1);
Console.WriteLine(\ }
All - Indexed
public void Linq71() {
int[] lowNumbers = { 1, 11, 3, 19, 41, 65, 19 }; int[] highNumbers = { 7, 19, 42, 22, 45, 79, 24 };
bool allLower = lowNumbers.All((num, index) => num < highNumbers[index]);
Console.WriteLine(\{0}\ }
All - Grouped
public void Linq72() {
List products = GetProductList();
var productGroups =
from p in products
group p by p.Category into g
where g.Group.All(p => p.UnitsInStock > 0)
select new {Category = g.Key, Products = g.Group}; ObjectDumper.Write(productGroups, 1); }
Aggregate Operators Count - Simple public void Linq73() {
int[] factorsOf300 = { 2, 2, 3, 5, 5 };
int uniqueFactors = factorsOf300.Distinct().Count();
Console.WriteLine(\ }
Count - Conditional public void Linq74() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
int oddNumbers = numbers.Count(n => n % 2 == 1);
Console.WriteLine(\s); }
Count - Indexed
public void Linq75() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
int oddEvenMatches = numbers.Count((n, index) => n % 2 == index % 2); Console.WriteLine(\ \ }
Count - Nested
public void Linq76() {
List customers = GetCustomerList(); var orderCounts =
from c in customers
select new {c.CustomerID, OrderCount = c.Orders.Count()}; ObjectDumper.Write(orderCounts); }
Count - Grouped
public void Linq77() {
List products = GetProductList(); var categoryCounts =
from p in products
group p by p.Category into g
select new {Category = g.Key, ProductCount = g.Group.Count()}; ObjectDumper.Write(categoryCounts); }
Sum - Simple
public void Linq78() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; double numSum = numbers.Sum();
Console.WriteLine(\ }
Sum - Projection
public void Linq79() {
string[] words = { \
double totalChars = words.Sum(w => w.Length);
Console.WriteLine(\ }
Sum - Grouped
public void Linq80() {
List products = GetProductList(); var categories =
from p in products
group p by p.Category into g
select new {Category = g.Key, TotalUnitsInStock = g.Group.Sum(p => p.UnitsInStock)}; ObjectDumper.Write(categories); }
Min - Simple
public void Linq81() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; int minNum = numbers.Min();
Console.WriteLine(\ }
Min - Projection
public void Linq82() {
string[] words = { \ int shortestWord = words.Min(w => w.Length);
Console.WriteLine(\ }
Min - Grouped
public void Linq83() {
List products = GetProductList(); var categories =
from p in products
group p by p.Category into g
select new {Category = g.Key, CheapestPrice = g.Group.Min(p => p.UnitPrice)}; ObjectDumper.Write(categories); }
Min - Elements public void Linq84() {
List products = GetProductList(); var categories =
from p in products
group p by p.Category into g
from minPrice = g.Group.Min(p => p.UnitPrice)
select new {Category = g.Key, CheapestProducts = g.Group.Where(p => p.UnitPrice == minPrice)};
ObjectDumper.Write(categories, 1); }
Max - Simple
public void Linq85() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 };
int maxNum = numbers.Max();
Console.WriteLine(\ }
Max - Projection
public void Linq86() {
string[] words = { \
int longestLength = words.Max(w => w.Length);
Console.WriteLine(\ }
Max - Grouped
public void Linq87() {
List products = GetProductList(); var categories =
from p in products
group p by p.Category into g
select new {Category = g.Key, MostExpensivePrice = g.Group.Max(p => p.UnitPrice)}; ObjectDumper.Write(categories);
}
Max - Elements
public void Linq88() {
List products = GetProductList(); var categories =
from p in products
group p by p.Category into g
from maxPrice = g.Group.Max(p => p.UnitPrice)
select new {Category = g.Key, MostExpensiveProducts = g.Group.Where(p => p.UnitPrice == maxPrice)};
ObjectDumper.Write(categories, 1); }
Average - Simple public void Linq89() {
int[] numbers = { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; double averageNum = numbers.Average();
Console.WriteLine(\ }
Average - Projection public void Linq90() {
string[] words = { \
double averageLength = words.Average(w => w.Length);
Console.WriteLine(\ }
Average - Grouped public void Linq91() {
List products = GetProductList(); var categories =
from p in products
group p by p.Category into g
select new {Category = g.Key, AveragePrice = g.Group.Average(p => p.UnitPrice)}; ObjectDumper.Write(categories); }
Fold - Simple
public void Linq92() {
double[] doubles = { 1.7, 2.3, 1.9, 4.1, 2.9 };
double product = doubles.Fold((runningProduct, nextFactor) => runningProduct * nextFactor);
Console.WriteLine(\
}
Fold - Seed
public void Linq93() {
double startBalance = 100.0;
int[] attemptedWithdrawals = { 20, 10, 40, 50, 10, 70, 30 }; double endBalance =
attemptedWithdrawals.Fold(startBalance, (balance, nextWithdrawal) =>
( (nextWithdrawal <= balance) ? (balance - nextWithdrawal) : balance ) ); Console.WriteLine(\ }
Miscellaneous Operators Concat - 1
public void Linq94() {
int[] numbersA = { 0, 2, 4, 5, 6, 8, 9 }; int[] numbersB = { 1, 3, 5, 7, 8 };
var allNumbers = numbersA.Concat(numbersB); Console.WriteLine(\ foreach (var n in allNumbers) { Console.WriteLine(n); } }
Concat - 2
public void Linq95() {
List customers = GetCustomerList(); List products = GetProductList(); var customerNames = from c in customers select c.CompanyName; var productNames = from p in products
select p.ProductName;
var allNames = customerNames.Concat(productNames); Console.WriteLine(\ foreach (var n in allNames) { Console.WriteLine(n); } }
EqualAll - 1
public void Linq96() {
var wordsA = new string[] { \ var wordsB = new string[] { \ bool match = wordsA.EqualAll(wordsB);
Console.WriteLine(\}
EqualAll - 2
public void Linq97() {
var wordsA = new string[] { \ var wordsB = new string[] { \ bool match = wordsA.EqualAll(wordsB);
Console.WriteLine(\}
Custom Sequence Operators Combine
public static class CustomSequenceOperators {
public static IEnumerable Combine(this IEnumerable first, IEnumerable second, Func func) { using (IEnumerator e1 = first.GetEnumerator(), e2 = second.GetEnumerator()) { while (e1.MoveNext() && e2.MoveNext()) { yield return func(e1.Current, e2.Current); } } }
}
public void Linq98() {
int[] vectorA = { 0, 2, 4, 5, 6 }; int[] vectorB = { 1, 3, 5, 7, 8 };
int dotProduct = vectorA.Combine(vectorB, (a, b) => a * b).Sum(); Console.WriteLine(\ }
Query Execution Deferred
public void Linq99() {
// Sequence operators form first-class queries that // are not executed until you enumerate over them. int[] numbers = new int[] { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; int i = 0; var q =
from n in numbers select ++i;
// Note, the local variable 'i' is not incremented
// until each element is evaluated (as a side-effect): foreach (var v in q) {
Console.WriteLine(\ } }
Immediate
public void Linq100() {
// Methods like ToList() cause the query to be // executed immediately, caching the results.
int[] numbers = new int[] { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; int i = 0;
var q = (
from n in numbers select ++i ) .ToList();
// The local variable i has already been fully // incremented before we iterate the results: foreach (var v in q) {
Console.WriteLine(\ }
}
Query Reuse
public void Linq101() {
// Deferred execution lets us define a query once // and then reuse it later after data changes. int[] numbers = new int[] { 5, 4, 1, 3, 9, 8, 6, 7, 2, 0 }; var lowNumbers =
from n in numbers where n <= 3 select n;
Console.WriteLine(\ foreach (int n in lowNumbers) { Console.WriteLine(n); }
for (int i = 0; i < 10; i++) { numbers[i] = -numbers[i]; }
// During this second run, the same query object, // lowNumbers, will be iterating over the new state // of numbers[], producing different results: Console.WriteLine(\ foreach (int n in lowNumbers) {
Console.WriteLine(n); } }
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