C# - MySql - 将数据从MySqlDataReader转换为不同模型的最佳方法

问题描述 投票:3回答:3

有使用MySql代码的现有代码库工作和修复bug的经验,但是必须在我的新工作中从头开始设计一个新程序。我不确定将数据从MySqlDataReader返回到我的自定义模型的最佳方法是什么。请指教!

这是我的,

文件夹结构:

  • 型号(文件夹) Metadata.cs User.cs
  • MySqlDb.cs

Metadata.cs:重新呈现metadata表中的数据

public class Metadata
{
    public int Id { get; set; }
    public string Title { get; set; }
    public string Sku { get; set; }
    public bool IsLive { get; set; }
}

User.cs:表示来自user表的数据

public class User
{
    public int Id { get; set; }
    public string UserName { get; set; }
    public int Age { get; set; }
    public string Address { get; set; }
}

MySqlDb.cs

using MySql.Data;
using MySql.Data.MySqlClient;
public class MySqlDb
{
    public MySqlConnection Connection { get; set;} 
    public MySqlDb(string connectionString)
    {
        Connection = new MySqlConnection(connectionString);
    }

    public List<Metadata> RunSelectQueryForMetadata(string query)
    {
        var rdr = new MySqlCommand(query, Connection).ExecuteReader();
        var metadata = new List<Metadata>();
        using (rdr)
        {
            while(rdr.Read())
            {
                metadata.Add(
                    new Metadata {
                        Id = rdr["id"],
                        Title = rdr["title"],
                        Sku = rdr["sku"],
                        IsLive = rdr["islive"],
                    });
            } // while
        } // using 

        return metadata;

    } // public void RunSelectQuery(string query)

} // public class MySqlDb

如果我尝试获取用户数据,我正在考虑编写另一种方法(RunSelectQueryForUsers)。我想避免为不同的方法编写不同的方法。我不确定如何使用一种方法从不同的表中检索具有不同数据结构的数据,并将它们类型化为我想要的模型。

任何帮助是极大的赞赏!!

c# mysql
3个回答
1
投票

一种方法是使用微型orm,例如Dapper,它是为.Net构建的简单对象映射器。 Dapper通过提供有用的扩展方法来查询数据库,从而扩展了IDbConnection。

在当前方法中实现dapper的示例:

public List<Metadata> RunSelectQueryForMetadata(string query)
{
    var metadata = new List<Metadata>();
    try // implement proper error handling
    {
        Connection.Open();
        metadata = Connection.Query<Metadata>(query).ToList();
        Connection.Close();
    }
    catch(Exception ex)
    {
        // error here
    }
    return metadata;
}

一些有用的链接:

将其转换为通用方法:(目前尚未测试)

public List<T> RunSelectQuery<T>(string query)
{
    try // implement proper error handling
    {
        Connection.Open();
        metadata = Connection.Query<T>(query).ToList();
        Connection.Close();
    }
    catch(Exception ex)
    {
        // error here
    }
    return metadata;
}

并使用以下内容:

List<Metadata> myMetadata = RunSelectQuery<Metadata>(query);

1
投票

我更喜欢这样的模式:

public class MySqlDb
{
    //1. This should not be public!
    //     Keeping it private forces other code to go through your public methods, 
    //    rather than using the connection directly.
    //     Even better if the class knows how to read the string from a 
    //     config rile rather than accepting it via the constructor.
    //2. Don't save a connection object for re-use.
    //    ADO.Net has a connection pooling feature that works when you 
    //    create new objects for most queries
    private string ConnectionString { get; set;} 

    public MySqlDb(string connectionString)
    {
        ConnectionString = connectionString;
    }

    //1. Use IEnumerable instead of List 
    //    ...don't pull all of the results into memory at the same time until/unless you really have to.
    //2. Methods that accept query strings should also accept parameters. 
    //    Otherwise you are forced to build sql strings in insecure crazy-vulnerable ways
    public IEnumerable<Metadata> RunSelectQueryForMetadata(string query, IEnumerable<MySqlParameter> parameters)
    {
        using (var cn = new MySqlConnection(ConnectionString))
        using (var cmd = new MySqlCommand(query, cn))
        {
            if (parameters != null)
            {
               cmd.Parameters.AddRange(parameters.ToArray());
            }

           cn.Open();
            using(var rdr = cmd.ExecuteReader())
            {
                while(rdr.Read())
                {
                    yield return new Metadata {
                            Id = rdr["id"],
                            Title = rdr["title"],
                            Sku = rdr["sku"],
                            IsLive = rdr["islive"],
                        };
                }
                rdr.Close();
            } 
        }

    }
}

最终,理想的是RunSelectQuery__()方法是通用的和私有的,并且公共方法不接受SQL语句。目标是强制程序中的所有SQL都存在于MySqlDb类中。每个查询都有一个接受特定类型输入的方法,并返回类型输出。您有这个目标的原因是为了让您轻松管理数据库访问并轻松审核所有SQL代码都安全地使用参数(并且不容易受到SQL注入攻击!)。你想要这样的东西:

//updated to remove the earlier explanatory comments 
//  and show example methods for isolating SQL from the rest of the application.
public class MySqlDb
{
    private string ConnectionString { get; set;} 

    private string ReadConnectionStringFromConfigFile()
    {
        //TODO
        throw NotImplementedException();
    }

    public MySqlDb()
    {
        ConnectionString = ReadConnectionStringFromConfigFile();
    }

    //This is now PRIVATE and generic, and allows for parameterized queries
    private IEnumerable<T> RunSelectQuery(string query, Func<IDataReader, T> translateRecord, IEnumerable<MySqlParameter> parameters)
    {
        using (var cn = new MySqlConnection(ConnectionString))
        using (var cmd = new MySqlCommand(query, cn))
        {
            if (parameters != null)
            {
               cmd.Parameters.AddRange(parameters.ToArray());
            }

            cn.Open();
            using(var rdr = cmd.ExecuteReader())
            {
                while(rdr.Read())
                {
                    yield return translateRecord(rdr);
                }
                rdr.Close();
            } 
        }
    }

    ////// Example methods showing how to use the generic method above
    // These methods are the only public part of your class

    public MetaData GetMetaDataById(int ID)
    {
        string sql = "SELECT * FROM MetatData WHERE ID= @ID";
        var parameters = new List<MySqlParameters> {
           new MySqlParameter() {
             ParameterName = "@ID",
             MySqlDbType = MySqlDbType.Int32,
             Value = ID
           }
        };

        return RunSelectQuery<MetaData>(sql, parameters, r =>
                        new Metadata {
                            Id = r["id"],
                            Title = r["title"],
                            Sku = r["sku"],
                            IsLive = r["islive"],
                        }).FirstOrDefault();
    }

    public IEnumerable<MetaData> GetAllMetaData()
    {
        string sql = "SELECT * FROM MetatData";

        return RunSelectQuery<MetaData>(sql, null, r =>
                        new Metadata {
                            Id = r["id"],
                            Title = r["title"],
                            Sku = r["sku"],
                            IsLive = r["islive"],
                        });
    }

    public User GetUserByID(int ID)
    {
        string sql = "SELECT * FROM User WHERE ID= @ID";
        var parameters = new List<MySqlParameters> {
           new MySqlParameter() {
             ParameterName = "@ID",
             MySqlDbType = MySqlDbType.Int32,
             Value = ID
           }
        };

        return RunSelectQuery<User>(sql, parameters, r =>
                        new Metadata {
                            Id = r["id"],
                            UserName = r["UserName"],
                            Age = r["Age"],
                            Address = r["Address"],
                        }).FirstOrDefault();
    }

    public User GetUserByUsername(string UserName)
    {
        string sql = "SELECT * FROM User WHERE Username= @UserName";
        var parameters = new List<MySqlParameters> {
           new MySqlParameter() {
             ParameterName = "@UserName",
             MySqlDbType = MySqlDbType.VarChar,
             Size = 20, //guessing at username lenght
             Value = UserName
           }
        };

        return RunSelectQuery<User>(sql, parameters, r =>
                        new Metadata {
                            Id = r["id"],
                            UserName = r["UserName"],
                            Age = r["Age"],
                            Address = r["Address"],
                        }).FirstOrDefault();
    }

    public IEnumerable<User> FindUsersByAge(int Age)
    {
        string sql = "SELECT * FROM User WHERE Age = @Age";
        var parameters = new List<MySqlParameters> {
           new MySqlParameter() {
             ParameterName = "@Age",
             MySqlDbType = MySqlDbType.Int32,
             Value = Age
           }
        };

        return RunSelectQuery<User>(sql, parameters, r =>
                        new Metadata {
                            Id = r["id"],
                            UserName = r["UserName"],
                            Age = r["Age"],
                            Address = r["Address"],
                        });
    }
}

在较大的应用程序中,您将其进一步抽象为一个单独的项目,其中私有类用于此处私有的低级方法,以及通过该数据库使用的每个对象类型的公共类。您甚至可以使用全面的面向服务的体系结构,通过Web服务调用获取所有数据,只有服务层直接与任何数据库进行通信。

当然,在这个级别你也可以使用像Dapper这样的mirco-ORM。 Micro-ORM将帮助您避免一遍又一遍地重写相同的映射代码,并且还可以帮助更多地使用INSERT / UPDATE数据操作。他们的目标是为您尽可能多地接管样板代码。

微ORM相对于完整ORM的优势在于它使您更接近SQL。这是一件好事。像Entity Framework或NHibernate这样功能齐全的ORM有效地迫使您在SQL之上学习一种全新的语言,同时主要限制您使用基本的SQL语句,这些语句经常会失去关系数据库“关系”部分的优势。最终,您最终还是需要理解并编写复杂的原始SQL以优化性能。 Micro-ORM尝试提供一种快乐的媒介......尽可能多地取消与数据库交谈所需的锅炉板代码,同时仍然让您编写自己的SQL。


1
投票

虽然不适合使用MySql和直接sql,但以下代码片段提供了一种方法,可以使用泛型来执行您所要求的操作。虽然可以使用一些改进...

using System;
using System.Collections.Generic;
using System.Data;
using System.Data.SqlClient;
using System.Linq;
using System.Text;
using System.Threading.Tasks;

namespace Data.General
{
    public abstract class DataObject
    {
        protected abstract void Initialize(IDataRecord dataRow);
        private static string _connectionString = "";

        /// <summary>
        /// Loads a single data object from the results of a stored procedure.
        /// </summary>
        protected static T ReadObject<T>(string procedureName, SqlParameter[] sqlParameters, Type dataType)
        {
            DataObject returnItem = null;

            using (SqlConnection sqlConnection = new SqlConnection(GetConnectionString()))
            using (SqlCommand command = BuildCommand(sqlConnection, procedureName, sqlParameters))
            {
                sqlConnection.Open();
                //Execute the reader for the given stored proc and sql parameters
                using (IDataReader reader = command.ExecuteReader())
                {
                    //If we get no records back we'll still return null
                    while (reader.Read())
                    {
                        returnItem = (DataObject)Activator.CreateInstance(typeof(T));
                        returnItem.Initialize(reader);

                        break;
                    }
                }
            }

            //Return our DataObject
            return (T)Convert.ChangeType(returnItem, dataType);
        }

        /// <summary>
        /// Reads a collection of data objects from a stored procedure.
        /// </summary>
        protected static List<T> ReadObjects<T>(string procedureName, SqlParameter[] sqlParameters)
        {
            //Get cached data if it exists
            List<T> returnItems = new List<T>();
            T dataObject;

            using (SqlConnection sqlConnection = new SqlConnection(GetConnectionString()))
            using (SqlCommand command = BuildCommand(sqlConnection, procedureName, sqlParameters, null))
            {
                sqlConnection.Open();
                //Execute the reader for the given stored proc and sql parameters
                using (IDataReader reader = command.ExecuteReader())
                {
                    //If we get no records back we'll still return null
                    while (reader.Read())
                    {
                        dataObject = (T)Activator.CreateInstance(typeof(T));
                        (dataObject as DataObject).Initialize(reader);
                        returnItems.Add(dataObject);
                    }
                }
            }

            //Return the DataObjects
            return returnItems;
        }

        /// <summary>
        /// Builds a SQL Command object that can be used to execute the given stored procedure.
        /// </summary>
        private static SqlCommand BuildCommand(SqlConnection sqlConnection, string procedureName, SqlParameter[] sqlParameters, SqlTransaction sqlTransaction = null)
        {
            SqlParameter param;

            SqlCommand cmd = new SqlCommand(procedureName, sqlConnection);
            if (sqlTransaction != null)
            {
                cmd.Transaction = sqlTransaction;
            }
            cmd.CommandType = CommandType.StoredProcedure;

            // Add SQL Parameters (if any)
            foreach (SqlParameter parameter in sqlParameters)
            {
                param = new SqlParameter(parameter.ParameterName, parameter.DbType);
                param.Value = parameter.Value;
                cmd.Parameters.Add(param);
            }

            return cmd;
        }

        private static string GetConnectionString()
        {
            return _connectionString;
        }

        public static void SetConnectionString(string connectionString)
        {
            _connectionString = connectionString;
        }

    }
}

namespace Data.Library
{
    public class Metadata : General.DataObject
    {
        protected Data.Model.Metadata _metaData;

        public Data.Model.Metadata BaseModel
        {
            get { return _metaData; }
            set { _metaData = value; }
        }

        //Typically I have properties in here pointing to the Data.Model class

        protected override void Initialize(System.Data.IDataRecord dataRow)
        {
            _metaData = new Model.Metadata();

            _metaData.Id = Convert.ToInt32(dataRow["Id"].ToString());
            _metaData.Title = (dataRow["Title"].ToString());
            _metaData.Sku = (dataRow["Sku"].ToString());
            _metaData.IsLive = Convert.ToBoolean(dataRow["IsLive"].ToString());
        }

        public static Metadata ReadByID(int id)
        {
            return General.DataObject.ReadObject<Metadata>("dbo.s_MetadataGet", new[] { new SqlParameter("@ID", id) },
                typeof(Metadata));
        }

        public static Metadata[] ReadBySku(string sku)
        {
            List<Metadata> metaDatas = General.DataObject.ReadObjects<Metadata>("dbo.s_MetadataGetBySku", new[] { new SqlParameter("@Sku", sku) });
            return metaDatas.ToArray();
        }
    }
}

namespace Data.Model
{
    public class Metadata
    {
        public int Id { get; set; }
        public string Title { get; set; }
        public string Sku { get; set; }
        public bool IsLive { get; set; }
    }
}
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