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从性能的角度出发,能够减少 增,删,改,查,跟数据库打交道次数,肯定是对性能会有所提升的(这里单纯是数据库部分)。
今天主要怎样减少Entity Framework查询跟数据库打交道的次数,来提高查询性能。
举一个大家最常用功能 “分页” 功能。先贴一段代码。
private static IEnumerable<OrderModel> FindPagerOrders(int pageSize, int pageIndex, out int totalCount) { using (var dbContext = new EntityFrameworkPlusDbContext()) { var orders = dbContext.Orders.OrderBy(o => o.CreateDateTime); totalCount = orders.Count(); var pagerOrders = orders.Skip((pageIndex - 1) * pageSize).Take(pageSize); return pagerOrders .ToList(); } }
这类型的代码,大家估计都看到过,也自己写过,简单分析一下。
orders.Count() 返回int 类型,肯定要查询出数据库才知道订单总笔数。
pagerOrders.ToList() 返回 IEnumerable<T> 类型,这个不用解释Entity Framework IEnumerable 和 IQueryable 区别是
IEnumerable 会执行SQL,IQueryable 而不会。所以这句也会去数据库查询一次。
那整个分页功能用Entity Framework 就是最少要两次数据库查询,刚刚上面说了,一个基本的提高性能方法就要减少与数据库打交道次数。
从“分页”功能来说,要是变成只有一次与数据库打交道,那就是对性能有大提升。Entity Framework 自身是没有提供这样的方法。
Entity Framework Plus 库 Query Future 扩展,是一个对Entity Framework 功能的延伸和扩展,能够做到减少数据库打交道次数。使查询性能更高。
一 . Entity Framework Plus 库 Query Future 安装
1. 解决方案 还是我上一篇 第一篇 Entity Framework Plus 之 Audit 用的解决方案“EntityFrameworkPlusSolution”,新增 “EntityFrameworkPlus.QueryFuture.Demo” 控制台项目,作为Entity Framework Plus 库 Query Future 扩展 应用和展示功能项目。项目结构截图如下
项目关系图 (代码图)
2. 为了方便Demo,新增商品业务 相关的 Model,Mapping,以及改动DbContext 如下代码
GoodsModel
using System; namespace EntityFrameworkPlus.Models { public class GoodsModel { public System.Guid GoodsGuid { get; set; } public string GoodsNo { get; set; } public string GoodsName { get; set; } public string GoodsBrand { get; set; } public decimal UnitPrice { get; set; } public string Description { get; set; } public string Creator { get; set; } public System.DateTime CreateDateTime { get; set; } public string LastModifier { get; set; } public DateTime? LastModifiedDateTime { get; set; } } }
GoodsMap
using System.Data.Entity.ModelConfiguration; using EntityFrameworkPlus.Models; namespace EntityFrameworkPlus.Mappings { public class GoodsMap: EntityTypeConfiguration<GoodsModel> { public GoodsMap() { // Primary Key this.HasKey(t => t.GoodsGuid); // Properties this.Property(t => t.GoodsNo) .IsRequired() .HasMaxLength(50); this.Property(t => t.GoodsName) .IsRequired() .HasMaxLength(50); this.Property(t => t.GoodsBrand) .IsRequired() .HasMaxLength(50); this.Property(t => t.Creator) .IsRequired() .HasMaxLength(20); this.Property(t => t.LastModifier) .HasMaxLength(20); // Table & Column Mappings this.ToTable("Sample_Goods"); this.Property(t => t.GoodsGuid).HasColumnName("GoodsGuid"); this.Property(t => t.GoodsNo).HasColumnName("GoodsNo"); this.Property(t => t.GoodsName).HasColumnName("GoodsName"); this.Property(t => t.GoodsBrand).HasColumnName("GoodsBrand"); this.Property(t => t.UnitPrice).HasColumnName("UnitPrice"); this.Property(t => t.Description).HasColumnName("Description"); this.Property(t => t.Creator).HasColumnName("Creator"); this.Property(t => t.CreateDateTime).HasColumnName("CreateDateTime"); this.Property(t => t.LastModifier).HasColumnName("LastModifier"); this.Property(t => t.LastModifiedDateTime).HasColumnName("LastModifiedDateTime"); } } }
EntityFrameworkPlusDbContext
using System.Data.Entity; using EntityFrameworkPlus.Mappings; using EntityFrameworkPlus.Models; using Z.EntityFramework.Plus; namespace EntityFrameworkPlus.DbContext { public class EntityFrameworkPlusDbContext : System.Data.Entity.DbContext { public EntityFrameworkPlusDbContext() : base("EntityFrameworkPlusConnection") { } public DbSet<AuditEntry> AuditEntries { get; set; } public DbSet<AuditEntryProperty> AuditEntryProperties { get; set; } public DbSet<OrderModel> Orders { get; set; } public DbSet<GoodsModel> Goodses { get; set; } protected override void OnModelCreating(DbModelBuilder modelBuilder) { modelBuilder.Configurations.Add(new OrderMap()); modelBuilder.Configurations.Add(new GoodsMap()); base.OnModelCreating(modelBuilder); } } }
3. 右键 “EntityFrameworkPlus.QueryFuture.Demo” 项目,选择“管理NuGet程序包”,关联部分 右上角搜索“Z.EntityFramework.Plus” ,然后选择 “EntityFramework Plus (EF6) | Query Deferred”&“EntityFramework Plus (EF6) | Query Futurn” 两项安装
二. Entity Framework Plus 库 Query Future 扩展功能实作
1. 在 “EntityFrameworkPlus.QueryFuture.Demo” 项目 Program 新增3个静态方法,分别是
FindOrdersWithGoodsies() 查询订单信息和商品信息
FindPagerOrders(int pageSize, int pageIndex, out int totalCount) 订单分页查询
FindGoodsMaxWithMinUnitPrice() 查询单价最大和最小的商品
详细代码如下
using System.Collections.Generic; using System.Linq; using EntityFrameworkPlus.DbContext; using EntityFrameworkPlus.Models; using Z.EntityFramework.Plus; namespace EntityFrameworkPlus.QueryFuture.Demo { class Program { static void Main(string[] args) { //1.查询订单信息和商品信息 FindOrdersWithGoodsies(); //2. 订单分页查询 //var totalCount = 0; //FindPagerOrders(10, 1, out totalCount); //3.查询单价最大和最小的商品 //FindGoodsMaxWithMinUnitPrice(); } private static void FindOrdersWithGoodsies() { using (var dbContext = new EntityFrameworkPlusDbContext()) { var futureOrders = dbContext.Orders.Future(); var futureGoodsies = dbContext.Goodses.Future(); var orders = futureOrders.ToList(); var goodsies = futureGoodsies.ToList(); } } private static IEnumerable<OrderModel> FindPagerOrders(int pageSize, int pageIndex, out int totalCount) { using (var dbContext = new EntityFrameworkPlusDbContext()) { var orders = dbContext.Orders.OrderBy(o => o.CreateDateTime); var futureCount = orders.DeferredCount().FutureValue(); var futurePagerOrders = orders.Skip((pageIndex - 1) * pageSize).Take(pageSize).Future(); totalCount = futureCount.Value; return futurePagerOrders.ToList(); } } private static void FindGoodsMaxWithMinUnitPrice() { using (var dbContext = new EntityFrameworkPlusDbContext()) { var futureMaxGoodsUnitPrice = dbContext.Goodses.DeferredMax(g => g.UnitPrice).FutureValue<decimal>(); var futureMinGoodsUnitPrice = dbContext.Goodses.DeferredMin(g => g.UnitPrice).FutureValue<decimal>(); var maxGoodsUnitPrice = futureMaxGoodsUnitPrice.Value; var minGoodsUnitPrice = futureMaxGoodsUnitPrice.Value; } } } }
2. 3个方法的SQL追踪和截图
FindOrdersWithGoodsies
-- EF+ Query Future: 1 of 2 SELECT [Extent1].[OrderGuid] AS [OrderGuid], [Extent1].[OrderNo] AS [OrderNo], [Extent1].[OrderCreator] AS [OrderCreator], [Extent1].[OrderDateTime] AS [OrderDateTime], [Extent1].[OrderStatus] AS [OrderStatus], [Extent1].[Description] AS [Description], [Extent1].[Creator] AS [Creator], [Extent1].[CreateDateTime] AS [CreateDateTime], [Extent1].[LastModifier] AS [LastModifier], [Extent1].[LastModifiedDateTime] AS [LastModifiedDateTime] FROM [dbo].[Sample_Order] AS [Extent1] -- EF+ Query Future: 2 of 2 SELECT [Extent1].[GoodsGuid] AS [GoodsGuid], [Extent1].[GoodsNo] AS [GoodsNo], [Extent1].[GoodsName] AS [GoodsName], [Extent1].[GoodsBrand] AS [GoodsBrand], [Extent1].[UnitPrice] AS [UnitPrice], [Extent1].[Description] AS [Description], [Extent1].[Creator] AS [Creator], [Extent1].[CreateDateTime] AS [CreateDateTime], [Extent1].[LastModifier] AS [LastModifier], [Extent1].[LastModifiedDateTime] AS [LastModifiedDateTime] FROM [dbo].[Sample_Goods] AS [Extent1]
FindPagerOrders(int pageSize, int pageIndex, out int totalCount)
-- EF+ Query Future: 1 of 2 SELECT [GroupBy1].[A1] AS [C1] FROM ( SELECT COUNT(1) AS [A1] FROM [dbo].[Sample_Order] AS [Extent1] ) AS [GroupBy1] -- EF+ Query Future: 2 of 2 SELECT [Extent1].[OrderGuid] AS [OrderGuid], [Extent1].[OrderNo] AS [OrderNo], [Extent1].[OrderCreator] AS [OrderCreator], [Extent1].[OrderDateTime] AS [OrderDateTime], [Extent1].[OrderStatus] AS [OrderStatus], [Extent1].[Description] AS [Description], [Extent1].[Creator] AS [Creator], [Extent1].[CreateDateTime] AS [CreateDateTime], [Extent1].[LastModifier] AS [LastModifier], [Extent1].[LastModifiedDateTime] AS [LastModifiedDateTime] FROM [dbo].[Sample_Order] AS [Extent1] ORDER BY [Extent1].[CreateDateTime] ASC OFFSET 0 ROWS FETCH NEXT 10 ROWS ONLY
FindGoodsMaxWithMinUnitPrice()
-- EF+ Query Future: 1 of 2 SELECT [GroupBy1].[A1] AS [C1] FROM ( SELECT MAX([Extent1].[UnitPrice]) AS [A1] FROM [dbo].[Sample_Goods] AS [Extent1] ) AS [GroupBy1] -- EF+ Query Future: 2 of 2 SELECT [GroupBy1].[A1] AS [C1] FROM ( SELECT MIN([Extent1].[UnitPrice]) AS [A1] FROM [dbo].[Sample_Goods] AS [Extent1] ) AS [GroupBy1]
至此比较常用到场景,就已经实作完成,大家看到截图和SQL说明都是一次执行,其他大家可以根据 EntityFramework Plus 源代码和文档(不过是英文,但是基本能够看懂),进行更加深入的了解,了解实现原理,我这里还是抛砖引玉一下。
这篇博文的源代码:https://github.com/haibozhou1011/EntityFramework-PlusSample
参考页面:http://qingqingquege.cnblogs.com/p/5933752.html