在這篇文章中,我將重點介紹 EF Core 6 中 LINQ 查詢功能的增強。
這是 EF Core 6 新功能彙總的第三篇文章:
1 對 GroupBy 查詢的更好支援
EF Core 6.0 對 GroupBy 查詢有更好的支援。
- 翻譯
GroupBy後面的FirstOrDefault - 在
GroupBy之後使用ThenBy - 支援從一個組中選擇前 N 個結果
using var context = new ExampleContext();
var query = context.People
.GroupBy(p => p.FirstName)
.Select(g => g.OrderBy(e => e.FirstName)
.ThenBy(e => e.LastName)
.FirstOrDefault())
.ToQueryString();
Console.WriteLine(query);
class Person
{
public int Id { get; set; }
public string FirstName { get; set; }
public int LastName { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Person> People { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6GroupBy");
}
翻譯後的 SQL:
SELECT[t0].[Id], [t0].[FirstName], [t0].[LastName]
FROM (
SELECT[p].[FirstName]
FROM [People] AS [p]
GROUP BY [p].[FirstName]
) AS[t]
LEFT JOIN(
SELECT[t1].[Id], [t1].[FirstName], [t1].[LastName]
FROM (
SELECT[p0].[Id], [p0].[FirstName], [p0].[LastName],
ROW_NUMBER() OVER(PARTITION BY [p0].[FirstName]
ORDER BY [p0].[FirstName], [p0].[LastName]) AS[row]
FROM[People] AS[p0]
) AS[t1]
WHERE[t1].[row] <= 1
) AS[t0] ON[t].[FirstName] = [t0].[FirstName]
2 三四個參數的 String.Concat 翻譯
以前 EF Core 翻譯 string.Concat 時只有兩個參數。EF Core 6.0 支援翻譯三個和四個參數的 string.Concat。
using var context = new ExampleContext();
string fullName = "SamuelLanghorneClemens";
var query = context.Blogs
.Where(b => string.Concat(b.FirstName, b.MiddleName, b.LastName) == fullName)
.ToQueryString();
Console.WriteLine(query);
class Blog
{
public int Id { get; set; }
public string FirstName { get; set; }
public string MiddleName { get; set; }
public string LastName { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Blog> Blogs { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6StringConcat");
}
翻譯後的 SQL:
DECLARE @__fullName_0 nvarchar(4000) = N'SamuelLanghorneClemens';
SELECT[b].[Id], [b].[FirstName], [b].[LastName], [b].[MiddleName]
FROM[Blogs] AS[b]
WHERE(COALESCE([b].[FirstName], N'') + (COALESCE([b].[MiddleName], N'') +COALESCE([b].[LastName], N ''))) = @__fullName_0
3 EF.Functions.FreeText 支援二元欄位
以前,儘管 SQL FreeText 函數支援二元欄位,但你不能在二元欄位上使用 EF.Functions.FreeText 方法。EF Core 6.0 解決了這個問題。
using var context = new ExampleContext();
var query = context.Posts
.Where(p => EF.Functions.FreeText(EF.Property<string>(p, "Content"), "Searching text"))
.ToQueryString();
Console.WriteLine(query);
class Post
{
public int Id { get; set; }
public string Title { get; set; }
public byte[] Content { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Post> Posts { get; set; }
protected override void OnModelCreating(ModelBuilder modelBuilder)
{
modelBuilder.Entity<Post>()
.Property(x => x.Content)
.HasColumnType("varbinary(max)");
}
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6FlexibleTextSearch");
}
翻譯後的 SQL:
SELECT "p"."Id", "p"."Name", "p"."PhoneNumber"
FROM "People" AS "p"
WHERE CAST("p"."PhoneNumber" AS TEXT) LIKE '%368%'
4 EF.Functions.Random
EF Core 6.0 引入了一個新的 EF.Functions.Random 方法。它映射了 SQL 函數 RAND()。已經實現了對 SQL Server、SQLite 和 Cosmos 的翻譯。
using var context = new ExampleContext();
var query = context.Posts
.Where(p => p.Rating == (int)(EF.Functions.Random() * 5.0) + 1)
.ToQueryString();
Console.WriteLine(query);
class Post
{
public int Id { get; set; }
public string Title { get; set; }
public int Rating { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Post> Posts { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6Random");
}
翻譯後的 SQL:
SELECT[p].[Id], [p].[Rating], [p].[Title]
FROM[Posts] AS[p]
WHERE[p].[Rating] = (CAST((RAND() * 5.0E0) AS int) + 1)
5 改進了 SQL Server 的 IsNullOrWhitespace 的翻譯
以前,EF Core 將 string.IsNullOrWhiteSpace 翻譯成在判斷前將值進行 trim 操作。EF Core 6.0 已經不這麼做了。
using var context = new ExampleContext();
var query = context.Entities
.Where(e => string.IsNullOrWhiteSpace(e.Property))
.ToQueryString();
Console.WriteLine(query);
class Entity
{
public int Id { get; set; }
public string Property { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Entity> Entities { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6IsNullOrWhiteSpace");
}
以前翻譯的 SQL:
SELECT [e].[Id], [e].[Property]
FROM [Entities] AS[e]
WHERE [e].[Property] IS NULL OR (LTRIM(RTRIM([e].[Property])) = N'')
現在翻譯的 SQL:
SELECT [e].[Id], [e].[Property]
FROM [Entities] AS[e]
WHERE [e].[Property] IS NULL OR ([e].[Property] = N'')
6 為記憶體資料庫定義查詢
在 EF Core 6.0 中,你可以透過一個新的方法 ToInMemoryQuery 來定義一個針對記憶體資料庫的查詢。這對於建立記憶體資料庫的檢視是最有用的。
using var context = new ExampleContext();
var blogEn = new Blog
{
Title = "All about .NET",
Language = "English",
Posts = new List<Post>
{
new Post { Title = "Post one", Content = "Some content" },
new Post { Title = "Post two", Content = "Some content" }
}
};
var blogPl = new Blog
{
Title = "Wszystko o .NET",
Language = "Polish",
Posts = new List<Post>
{
new Post { Title = "Pierwszy post", Content = "Treść" }
}
};
context.Blogs.Add(blogEn);
context.Blogs.Add(blogPl);
await context.SaveChangesAsync();
var postsByLanguages = context.PostsByLanguages.ToList();
postsByLanguages
.ForEach(p => Console.WriteLine($"{p.PostCount} posts in {p.Language}"));
// Output:
// 2 posts in English
// 1 posts in Polish
class Post
{
public int Id { get; set; }
public string Title { get; set; }
public string Content { get; set; }
}
class Blog
{
public int Id { get; set; }
public string Title { get; set; }
public string Language { get; set; }
public ICollection<Post> Posts { get; set; }
}
class PostsByLanguage
{
public string Language { get; set; }
public int PostCount { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Post> Posts { get; set; }
public DbSet<Blog> Blogs { get; set; }
public DbSet<PostsByLanguage> PostsByLanguages { get; set; }
protected override void OnModelCreating(ModelBuilder modelBuilder)
{
modelBuilder
.Entity<PostsByLanguage>()
.HasNoKey()
.ToInMemoryQuery(
() => Blogs
.GroupBy(c => c.Language)
.Select(
g =>
new PostsByLanguage
{
Language = g.Key,
PostCount = g.Sum(b => b.Posts.Count)
}));
}
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseInMemoryDatabase("ToInMemoryQuery");
}
7 單參數的 Substring 翻譯
以前,EF Core 只翻譯有兩個參數的 string.Substring 多載。EF Core 6.0 支援翻譯單個參數的 string.Substring。
using var context = new ExampleContext();
context.People.Add(new Person { Name = "John" });
context.People.Add(new Person { Name = "Bred" });
context.People.Add(new Person { Name = "Ron" });
await context.SaveChangesAsync();
var result = await context.People
.Select(a => new { Name = a.Name.Substring(1) })
.ToListAsync();
result.ForEach(p => Console.WriteLine(p.Name));
// Output:
// ohn
// red
// on
class Person
{
public int Id { get; set; }
public string Name { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Person> People { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6Substring");
}
翻譯後的 SQL:
SELECT SUBSTRING([p].[Name], 1 + 1, LEN([p].[Name])) AS [Name]
FROM [People] AS [p]
8 非導覽集合的分割查詢
EF Core 支援將一個 LINQ 查詢拆分成多個 SQL 查詢。EF Core 6.0 可以分割一個 LINQ 查詢,其中非導覽集合屬性包含在查詢投影中。
using var context = new ExampleContext();
var blog = new Blog { Name = ".NET Blog"};
blog.Posts.Add(new Post { Title = "First .NET post" });
blog.Posts.Add(new Post { Title = "Second Java post" });
blog.Posts.Add(new Post { Title = "Third .NET post" });
context.Blogs.Add(blog);
await context.SaveChangesAsync();
var blogsWithDotnetPosts = await context.Blogs
.Select(b => new
{
b,
Posts = b.Posts.Where(p => p.Title.Contains(".NET")),
})
.AsSplitQuery()
.ToListAsync();
class Blog
{
public int Id { get; set; }
public string Name { get; set; }
public ICollection<Post> Posts { get; set; } = new List<Post>();
}
class Post
{
public int Id { get; set; }
public string Title { get; set; }
public Blog Blog { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Blog> Blogs { get; set; }
public DbSet<Post> Posts { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options
.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6SplitQueries");
}
單個 SQL 查詢(不用 AsSplitQuery):
SELECT [b].[Id], [b].[Name], [t].[BlogId], [t].[Title]
FROM [Blogs] AS [b]
LEFT JOIN (
SELECT [p].[Id], [p].[BlogId], [p].[Title]
FROM [Posts] AS [p]
WHERE [p].[Title] LIKE N'%.NET%'
) AS [t] ON [b].[Id] = [t].[BlogId]
ORDER BY [b].[Id]
多個 SQL 查詢(使用了 AsSplitQuery):
SELECT [b].[Id], [b].[Name]
FROM [Blogs] AS [b]
ORDER BY [b].[Id]
SELECT [t].[Id], [t].[BlogId], [t].[Title], [b].[Id]
FROM [Blogs] AS [b]
INNER JOIN (
SELECT [p].[Id], [p].[BlogId], [p].[Title]
FROM [Posts] AS [p]
WHERE [p].[Title] LIKE N'%.NET%'
) AS [t] ON [b].[Id] = [t].[BlogId]
ORDER BY [b].[Id]
9 刪除最後的 ORDER BY 子句
當連接相關實體時,EF Core 添加了 ORDER BY 子句,以確保給定實體的所有相關實體被分組。然而,最後一個子句並不是必須的,而且會對效能產生影響。EF Core 6.0 刪除了它。
using var context = new ExampleContext();
var query = context.Blogs
.Include(b => b.Posts.Where(p => p.Rating > 3))
.ToQueryString();
Console.WriteLine(query);
class Blog
{
public int Id { get; set; }
public string Name { get; set; }
public ICollection<Post> Posts { get; set; }
}
class Post
{
public int Id { get; set; }
public string Title { get; set; }
public int Rating { get; set; }
public Blog Blog { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Blog> Blogs { get; set; }
public DbSet<Post> Posts { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6RemoveLastOrderByClause");
}
EF Core 5.0 翻譯的 SQL:
SELECT [b].[Id], [b].[Name], [t].[Id], [t].[BlogId], [t].[Rating], [t].[Title]
FROM [Blogs] AS [b]
LEFT JOIN (
SELECT [p].[Id], [p].[BlogId], [p].[Rating], [p].[Title]
FROM [Posts] AS [p]
WHERE [p].[Rating] > 3
) AS [t] ON [b].[Id] = [t].[BlogId]
ORDER BY [b].[Id], [t].[Id]
EF Core 6.0 翻譯的 SQL:
SELECT [b].[Id], [b].[Name], [t].[Id], [t].[BlogId], [t].[Rating], [t].[Title]
FROM [Blogs] AS [b]
LEFT JOIN (
SELECT [p].[Id], [p].[BlogId], [p].[Rating], [p].[Title]
FROM [Posts] AS [p]
WHERE [p].[Rating] > 3
) AS [t] ON [b].[Id] = [t].[BlogId]
ORDER BY [b].[Id]
10 用檔案名稱和行號標記查詢
從 EF Core 2.2 開始,你可以給你的查詢添加一個標籤,以達到更好的偵錯目的。EF Core 6.0 更進一步,現在你可以用 LINQ 程式碼的檔案名稱和行號來標記查詢。
using var context = new ExampleContext();
var query = context.Blogs
.TagWithCallSite()
.OrderBy(b => b.CreationDate)
.Take(10)
.ToQueryString();
Console.WriteLine(query);
class Blog
{
public int Id { get; set; }
public string Name { get; set; }
public DateTime CreationDate { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Blog> Blogs { get; set; }
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6TagWithCallSite");
}
翻譯後的 SQL:
DECLARE @__p_0 int = 10;
--File: D:\EFCore6\TagWithCallSite\TagWithCallSite\Program.cs:6
SELECT TOP(@__p_0) [b].[Id], [b].[CreationDate], [b].[Name]
FROM[Blogs] AS[b]
ORDER BY[b].[CreationDate]
11 自有可選從屬關係處理
EF Core 6.0 改變了一些對自有可選從屬關係的處理。當一個模型有自己的可選從屬關係時,EF Core 會在你儲存它時警告你所有缺失的屬性。
using var context = new ExampleContext();
var person = new Person
{
FirstName = "Oleg",
LastName = "Kyrylchuk",
Address = new Address()
};
context.People.Add(person);
await context.SaveChangesAsync();
class Person
{
public int Id { get; set; }
public string FirstName { get; set; }
public string LastName { get; set; }
public Address Address { get; set; }
}
class Address
{
public string City { get; set; }
public string Street { get; set; }
public string PostalCode { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Person> People { get; set; }
protected override void OnModelCreating(ModelBuilder modelBuilder)
{
modelBuilder
.Entity<Person>()
.OwnsOne(p => p.Address);
}
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options
.EnableSensitiveDataLogging()
.LogTo(Console.WriteLine)
.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6OwnedDependentHandling");
}
警告日誌:

當你有巢狀自有可選從屬關係時,EF Core 將不允許建立模型。
using var context = new ExampleContext();
var person = new Person
{
FirstName = "Oleg",
LastName = "Kyrylchuk",
ContactInfo = new ContactInfo()
};
context.People.Add(person);
await context.SaveChangesAsync();
class Person
{
public int Id { get; set; }
public string FirstName { get; set; }
public string LastName { get; set; }
public ContactInfo ContactInfo { get; set; }
}
class ContactInfo
{
public string Phone { get; set; }
public Address Address { get; set; }
}
class Address
{
public string City { get; set; }
public string Street { get; set; }
public string PostalCode { get; set; }
}
class ExampleContext : DbContext
{
public DbSet<Person> People { get; set; }
protected override void OnModelCreating(ModelBuilder modelBuilder)
{
modelBuilder
.Entity<Person>()
.OwnsOne(p => p.ContactInfo)
.OwnsOne(p => p.Address);
}
protected override void OnConfiguring(DbContextOptionsBuilder options)
=> options.UseSqlServer(@"Server=(localdb)\mssqllocaldb;Database=EFCore6OwnedDependentHandling");
}
建立模型後將會拋出例外。
這些變化迫使你避免這種情況。你可以透過以下方式解決這些問題。
- 使從屬關係成為必需的。
- 在從屬關係中至少有一個必要屬性。
- 為可選的從屬關係建立自己的資料表,而不是與主體共用它們。
12 結尾
本文所有程式碼範例都可以在我的 GitHub 中找到:https://github.com/okyrylchuk/dotnet6_features/tree/main/EF%20Core%206#linq-query-enhancements
原文:https://blog.okyrylchuk.dev/linq-enhancements-in-entity-framework-core-6
作者:Oleg Kyrylchuk
翻譯:精緻碼農