为什么读取Dapper IEnumerable(动态)比读取IEnumerable(IDataRecord)慢一个数量级?

时间:2013-05-21 20:15:02

标签: enterprise-library dapper

将Dapper与企业库数据访问访问块进行比较,以便通过存储过程获取数据。使用Dapper时,我发现整体性能优势约为40%,这有点令人惊讶。

然而,当比较迭代和从IEnumerable(IDataRecord)与IEnumerable(动态)获取数据时,IEnumerable(IDataRecord)大约快一个数量级。这种行为是否被很好地理解和预期,或者有什么东西不在这里吗?

结果:

的IEnumerable(IDataRecord) enter image description here

IEnumerable(动态) - 使用dapperObject.propertyName enter image description here

现在有趣的是,当使用dapperObject [“propertyName”]时,性能与IDataRecord相当。根本不是我所期望的。 enter image description here

概要分析代码的相关部分

using System;
using System.Collections.Generic;
using System.Linq;
using Dapper.DataAccess;
using System.Data;
using tophat;

namespace Dapper.TestRunner
{
    class Program
    {
        static void Main(string[] args)
        {
            var connectionString = "data source=WEBDBdev3,1866; User id=hsbmhw;Password=gEner4Y&M;Persist Security Info='true'; initial catalog=myhomeworks;";
            //The following uses Tophat to create a singleton connection instance.
            Database.Install<SqlServerConnectionFactory>(connectionString, ConnectionScope.ByRequest);
            DapperTest();
            DapperTest2();
            EnterpriseLibraryIDataRecordTest();

        }

        private static void DapperTest()
        {
            for (int i = 0; i < 100; i++)
            {
                IEnumerable<dynamic> users = MyRepository.GetUsersDapper();
                PopulateBusinessObjectsDynamic(users);
            }
        }

        private static void DapperTest2()
        {
            for (int i = 0; i < 100; i++)
            {
                IEnumerable<dynamic> users = MyRepository.GetUsersDapper();
                PopulateBusinessObjectsDynamic2(users);
            }
        }

        private static void EnterpriseLibraryIDataRecordTest()
        {
            for (int i = 0; i < 100; i++)
            {
                IEnumerable<IDataRecord> users = MyRepository.GetUsersEntlib();
                PopulateBusinessObjectsIDataRecord(users);
            }
        }

        private static void PopulateBusinessObjectsDynamic(IEnumerable<dynamic> users)
        {
            foreach (var user in users)
            {
                BusinessObject bo = new BusinessObject(user);
            }
        }

        private static void PopulateBusinessObjectsDynamic2(IEnumerable<dynamic> users)
        {
            foreach (var user in users)
            {
                BusinessObject bo = new BusinessObject(user);
            }
        }


        private static void PopulateBusinessObjectsIDataRecord(IEnumerable<IDataRecord> users)
        {
            foreach (var user in users)
            {
                BusinessObject bo = new BusinessObject(user);
            }
        }
    }



    public class BusinessObject
    {

        public DateTime CreateDate { get; set; }
        public String CreateDateString { get; set; }
        public String FirstName { get; set; }
        public bool IsApproved { get; set; }
        public bool IsLockedOut { get; set; }
        public DateTime LastActivityDate { get; set; }
        public DateTime LastLoginDate { get; set; }
        public String LastName {get;set;}
        public String Organization{get;set;}
        public int OrganizationId{get;set;}
        public int PersonId{get;set;}
        public String ProfileLastUpdatedBy{get;set;}
        public DateTime ProfileLastUpdatedDate{get;set;}
        public String RoleName{get;set;}
        public long RowNumber{get;set;}
        public int TotalCount{get;set;}
        public Guid UserId{get;set;}
        public string UserName {get;set;}
        public string UserStatus{get;set;}

        public BusinessObject(dynamic user)
        {
            CreateDate=user.CreateDate;
            CreateDateString = user.CreateDateString;
            FirstName = user.FirstName;
            IsApproved = user.IsApproved;
            IsLockedOut = user.IsLockedOut;
            LastActivityDate= user.LastActivityDate;
            LastLoginDate = user.LastLoginDate;
            LastName = user.LastName;
            Organization = user.organization;
            OrganizationId=user.organization_id;
            PersonId = user.party_id;
            ProfileLastUpdatedBy = user.ProfileLastUpdatedBy;
            ProfileLastUpdatedDate = user.ProfileLastUpdatedDate;
            RoleName = user.RoleName;
            RowNumber = user.RowNumber;
            TotalCount = user.TotalCount;
            UserId = user.UserId;
            UserName= user.UserName;
            UserStatus = user.UserStatus;
        }

        public BusinessObject(bool x, dynamic user)
        {
            CreateDate = user["CreateDate"];
            CreateDateString = user["CreateDateString"];
            FirstName = user["FirstName"];
            IsApproved = user["IsApproved"];
            IsLockedOut = user["IsLockedOut"];
            LastActivityDate = user["LastActivityDate"];
            LastLoginDate = user["LastLoginDate"];
            LastName = user["LastName"];
            Organization = user["organization"];
            OrganizationId = user["organization_id"];
            PersonId = user["party_id"];
            ProfileLastUpdatedBy = user["ProfileLastUpdatedBy"];
            ProfileLastUpdatedDate = user["ProfileLastUpdatedDate"];
            RoleName = user["RoleName"];
            RowNumber = user["RowNumber"];
            TotalCount = user["TotalCount"];
            UserId = user["UserId"];
            UserName = user["UserName"];
            UserStatus = user["UserStatus"];
        }

        public BusinessObject(IDataRecord user)
        {
            CreateDate = (DateTime)user["CreateDate"];
            CreateDateString = (string)user["CreateDateString"];
            FirstName = (string)user["FirstName"];
            IsApproved = (bool)user["IsApproved"];
            IsLockedOut = (bool)user["IsLockedOut"];
            LastActivityDate = (DateTime)user["LastActivityDate"];
            LastLoginDate = (DateTime)user["LastLoginDate"];
            LastName = (string)user["LastName"];
            Organization = (string)user["organization"];
            OrganizationId = (int)user["organization_id"];
            PersonId = (int)user["party_id"];
            ProfileLastUpdatedBy = (string)user["ProfileLastUpdatedBy"];
            ProfileLastUpdatedDate = (DateTime)user["ProfileLastUpdatedDate"];
            RoleName = (string)user["RoleName"];
            RowNumber = (long)user["RowNumber"];
            TotalCount = (int)user["TotalCount"];
            UserId = (Guid)user["UserId"];
            UserName = (string)user["UserName"];
            UserStatus = (string)user["UserStatus"];
        }
    }
}

1 个答案:

答案 0 :(得分:2)

你实际上似乎两次运行相同的测试;输入(users)是相同的,从这里开始:

    private static void DapperTest()
    {
        for (int i = 0; i < 100; i++)
        {
            IEnumerable<dynamic> users = MyRepository.GetUsersDapper();
            PopulateBusinessObjectsDynamic(users);
        }
    }

    private static void DapperTest2()
    {
        for (int i = 0; i < 100; i++)
        {
            IEnumerable<dynamic> users = MyRepository.GetUsersDapper();
            PopulateBusinessObjectsDynamic2(users);
        }
    }

实际的“我们做什么”是相同的,这里:

    private static void PopulateBusinessObjectsDynamic(IEnumerable<dynamic> users)
    {
        foreach (var user in users)
        {
            BusinessObject bo = new BusinessObject(user);
        }
    }

    private static void PopulateBusinessObjectsDynamic2(IEnumerable<dynamic> users)
    {
        foreach (var user in users)
        {
            BusinessObject bo = new BusinessObject(user);
        }
    }

所以......我必须得出结论“JIT,数据缓存(在数据库服务器上)汇编加载/验证/融合,连接池和dynamic缓存功能的组合使第二次测试看起来更快”

请注意,dapper的dynamic方面仅供ad-hoc使用。如果你想要精简版的最佳面,你可以使用Query<T>,而不是dynamic

特别是,AFAIK没有精简版支持 dynamic API上的字符串索引器。该对象为成员访问实现了IDictionary<string,object>,但您需要明确强制转换为使用它 - 如果user["PropName"]被键入为user,则无法dynamic(如果我错了,请告诉我!)。

实际上,未发布的“git”代码(针对dynamic API)明显快于当前的“nuget”实现 - 但这与此特定问题相关。