一个高度压缩的bit位图字典的实现

微软实现的字典功能简单方便，出于全局性考虑，其内部实现比较复杂，在对海量数据处理时，仅仅存放一个对象地址就将占据32个bit（64位机器中占据64个bit），而且其内部通过int[]来处理hash桶，占用空间较大。

如果对于一些特定的海量数据的处理进行字典的自我定制，将极大地节省空间。

最近做的一个项目中字典中存放的数据达到几百万条，不同日期数值重复率极大，故实现了一个定制字典，实际结果和普通的Dictionay比较，压缩率达到一半以上。

该字典针对key为DateTime类型的数据进行了优化：同一个value的地址（value为引用类型）只保存一次（普通的字典中key不同value相同时，value都指向同一个引用类型的地址，即有多少个key则value的地址会保存多少份，同时还会维护一个hash桶），通过维护一个bitMap来标明该对象适用的日期，并做了一些相应的优化（如全局bitmap的实现）。同时，比较日期是否适用时全部采用位操作，因为代码在64位机器上运行，故bit操作时都以64bit作为操作对象。

这种字典数据重复率越高，压缩约明显，所以需要针对数据特征判断该实现是否适用。

理论上，只要key在一个有限可量化的集合里，都可以实现类似的字典。

key为dateTime的实现如下：

using System;
using System.Collections.Generic;
using System.Linq;
using System.Text;
using System.Collections;
using System.Data;

namespace BitmapDictionary
{
    class Program
    {

    /// <summary>
    ///Author:     zhao-ewwj@163.com
    ///AuthorDate: 2015-01-22 14:12:10 +0800
    ///Commit:     zhao-ewwj@163.com
    ///CommitDate: 2015-01-22 14:12:10 +0800
    ///根据酒店数据特征定制的字典，key为日期形式，key与value以bit位的形式对应，value以链表的形式组织
    /// <typeparam name="TKey"></typeparam>
    /// <typeparam name="TValue"></typeparam>
    public class BitMapDictionary<TValue> : IDictionary<DateTime, TValue>
    {

        /// <summary>
        /// 判断字典中元素相等
        /// </summary>
        /// <param name="t1"></param>
        /// <param name="t2"></param>
        /// <returns></returns>
        private static bool ObjEqual(TValue t1, TValue t2)
        {
            return t1 == null ? t2 == null : t1.Equals(t2);
        }

        public BitMapDictionary()
            : this(DateTime.Now.AddDays(-), ObjEqual)
        {
        }

        public BitMapDictionary(int days)
            : this(DateTime.Now.AddDays(days), ObjEqual)
        {
        }

        public BitMapDictionary(BitMapDictionary<TValue> dictionary)
            : this(dictionary.relativeDateTime, dictionary.checkEqual)
        {
            this.GlobalBitmap = dictionary.GlobalBitmap;
            if (dictionary.Head == null)
            {
                this.Head = null;
                return;
            }
            this.Head = dictionary.Head.Clone() as Entry;
            var newCurrent = this.Head;
            var oldCurrent = dictionary.Head;
            while (oldCurrent.next != null)
            {
                newCurrent.next = oldCurrent.next.Clone() as Entry;
                newCurrent = newCurrent.next;
                oldCurrent = oldCurrent.next;
            }
        }

        /// <summary>
        /// 构造器
        /// </summary>
        /// <param name="relativeDateTime">相对时间</param>
        /// <param name="checkEqual">比较对象相等</param>
        public BitMapDictionary(DateTime dateTime, Func<TValue, TValue, bool> checkEqual)
        {
            this.relativeDateTime = dateTime;
            this.checkEqual = checkEqual;
        }

        /// <summary>
        /// 构造器
        /// </summary>
        /// <param name="relativeDateTime">相对时间</param>
        /// <param name="checkEqual">比较对象相等</param>
        public BitMapDictionary(Dictionary<DateTime, TValue> dictionary, DateTime dateTime, Func<TValue, TValue, bool> checkEqual)
            : this(dateTime,checkEqual)
        {
            foreach (var pair in dictionary)
            {
                this[pair.Key] = pair.Value;
            }
        }

        /// <summary>
        /// 相对时间
        /// </summary>
        private DateTime relativeDateTime;
        /// <summary>
        /// 相等比较函数
        /// </summary>
        private Func<TValue, TValue, bool> checkEqual;
        /// <summary>
        /// 链表头:第一版本，使用线性链表，遍历查询,待续..
        /// </summary>
        public Entry Head;
        /// <summary>
        /// 链表元素
        /// </summary>
        public class Entry
        {
            public TValue value;
            public BitMap bitMap;
            public Entry next;
            /// <summary>
            /// 复制
            /// </summary>
            /// <returns>返回复制</returns>
            public object Clone()
            {
                return this.MemberwiseClone();
            }
        }

        //预存256天的价格数据的bit位图
        public struct BitMap
        {
            public ulong Days193To256;
            public ulong Days129To192;
            public ulong Day65To128;
            public ulong Day1To64;

            /// <summary>
            /// 将Bit置1
            /// </summary>
            /// <param name="days"></param>
            public void SetBit(int day)
            {
                int index = day & 0x3F;//得到mod 64的结果
                int unit = day >> ;//得到除64的整数结果
                ulong subCode = ;
                subCode <<= index;
                switch (unit)
                {
                    case :
                        this.Days193To256 |= subCode;
                        break;
                    case :
                        this.Days129To192 |= subCode;
                        break;
                    case :
                        this.Day65To128 |= subCode;
                        break;
                    case :
                        this.Day1To64 |= subCode;
                        break;
                }
            }

            /// <summary>
            /// 将Bit置0
            /// </summary>
            /// <param name="day"></param>
            public void ResetBit(int day)
            {
                int index = day & 0x3F;//得到mod 64的结果
                int unit = day >> ;//得到除64的整数结果
                ulong subCode = ;
                subCode <<= index;
                subCode = ulong.MaxValue ^ subCode;//异或取掩码
                switch (unit)
                {
                    case :
                        this.Days193To256 &= subCode;
                        break;
                    case :
                        this.Days129To192 &= subCode;
                        break;
                    case :
                        this.Day65To128 &= subCode;
                        break;
                    case :
                        this.Day1To64 &= subCode;
                        break;
                }
            }

            /// <summary>
            /// 看Bit是否是1
            /// </summary>
            /// <param name="day"></param>
            /// <returns></returns>
            public bool CheckBit(int day)
            {
                bool exists = false;
                int index = day & 0x3F;//得到mod 64的结果
                int unit = day >> ;//得到除64的整数结果
                ulong subCode = ;
                subCode <<= index;
                switch (unit)
                {
                    case :
                        exists = (this.Days193To256 & subCode) >= ;
                        break;
                    case :
                        exists = (this.Days129To192 & subCode) >= ;
                        break;
                    case :
                        exists = (this.Day65To128 & subCode) >= ;
                        break;
                    case :
                        exists = (this.Day1To64 & subCode) >= ;
                        break;
                }
                return exists;
            }

            public bool Equals(BitMap bitmap)
            {
                return (bitmap.Days193To256 == this.Days193To256
                    && bitmap.Days129To192 == this.Days129To192
                    && bitmap.Day65To128 == this.Day65To128
                    && bitmap.Day1To64 == this.Day1To64);
            }
        }

        /// <summary>
        /// 全局位图信息，提高性能
        /// </summary>
        public BitMap GlobalBitmap;

        /// <summary>
        /// 索引器
        /// </summary>
        /// <param name="key"></param>
        /// <returns></returns>
        public TValue this[DateTime key]
        {
            get
            {
                int relativeDay = this.RelativeDay(key);
                if (this.GlobalBitmap.CheckBit(relativeDay))
                {
                    var current = this.Head;
                    while (current != null)
                    {
                        if (current.bitMap.CheckBit(relativeDay))
                        {
                            return current.value;
                        }
                        current = current.next;
                    }
                    //如果代码执行到这里，说明全局bit位图有而实际没有，此时，纠正全局比特位图
                    this.GlobalBitmap.ResetBit(relativeDay);
                }
                throw new Exception(BitMapDicException.NotFountElement);
            }
            set
            {
                this.AddElement(this.RelativeDay(key), value);
            }
        }

        /// <summary>
        /// 向链表添加，判断是否重复
        /// </summary>
        /// <param name="key"></param>
        /// <param name="value"></param>
        public void Add(DateTime key, TValue value)
        {
            int relativeDay = this.RelativeDay(key);
            if (this.GlobalBitmap.CheckBit(relativeDay))
            {
                throw new Exception(BitMapDicException.AlreadyExists);
            }
            this.AddElement(relativeDay, value);
        }

        /// <summary>
        /// 校验全局位图是否有误
        /// </summary>
        /// <returns></returns>
        public bool CheckGlobalBitmap()
        {
            BitMap bitmapChk = new BitMap();
            var current = this.Head;
            int i = ;
            while (current != null)
            {
                bitmapChk.Day1To64 |= current.bitMap.Day1To64;
                bitmapChk.Day65To128 |= current.bitMap.Day65To128;
                bitmapChk.Days129To192 |= current.bitMap.Days129To192;
                bitmapChk.Days193To256 |= current.bitMap.Days193To256;
                current = current.next;
                i++;
            }
            return this.GlobalBitmap.Equals(bitmapChk);
        }

        /// <summary>
        /// 无条件向链表添加，不判断是否重复(++先添加，在删除)
        /// </summary>
        /// <param name="relativeDay"></param>
        /// <param name="value"></param>
        public void AddElement(int relativeDay, TValue value)
        {
            if (this.Head == null)
            {
                this.Head = new Entry() { value = value };
                this.Head.bitMap.SetBit(relativeDay);
            }
            else
            {
                Entry before = null;
                var current = this.Head;
                Entry bookUpCurrent = null;//添加时保留旧对象
                Entry bookUpBefore = null;//添加时保留旧对象前一个对象
                bool dayNotFound = true;
                bool objNotEqual = true;
                while (true)
                {
                    if (objNotEqual)
                    {
                        //如果对象相等，则设置objNotEqual = false，看他的bitMap是否已设置，有，则设置dayNotFound =false并break；没有则设置它的bitMap并continue；
                        if (this.checkEqual(current.value, value))
                        {
                            objNotEqual = false;
                            if (current.bitMap.CheckBit(relativeDay))
                            {
                                break;
                            }
                            else
                            {
                                current.bitMap.SetBit(relativeDay);
                                if (current.next == null)
                                {
                                    break;
                                }
                                else
                                {
                                    before = current;
                                    current = current.next;
                                }
                            }
                        }
                    }
                    if (dayNotFound)
                    {
                        //如果日期发现已设，则看是否已有相等对象，如果有，则直接reset bitmap并break；如果没有，则继续进行bit clear操作；
                        if (current.bitMap.CheckBit(relativeDay))
                        {
                            dayNotFound = false;
                            if (false == objNotEqual)
                            {
                                //先不做bit操作，保留现场
                                bookUpCurrent = current;
                                bookUpBefore = before;
                                break;
                            }
                            else
                            {
                                //先不做bit操作，保留现场
                                bookUpCurrent = current;
                                bookUpBefore = before;
                            }
                        }
                    }
                    if (current.next == null)
                    {
                        break;
                    }
                    else
                    {
                        before = current;
                        current = current.next;
                    }
                }
                if (objNotEqual)
                {
                    //如果一直没有找到相等元素，则直接在链表最后追加一个，且设置一下bitMap
                    current.next = new Entry() { value = value };
                    current.next.bitMap.SetBit(relativeDay);
                }
                //对保留的现场进行处理
                if (bookUpCurrent != null)
                {
                    bookUpCurrent.bitMap.ResetBit(relativeDay);
                    DeleteElementFromChain(bookUpCurrent, bookUpBefore);
                }
            }
            //添加成功，全局位设置
            this.GlobalBitmap.SetBit(relativeDay);
        }

        /// <summary>
        /// 看Key是否存在
        /// </summary>
        /// <param name="key"></param>
        /// <returns></returns>
        public bool ContainsKey(DateTime key)
        {
            int relativeDay = this.RelativeDay(key);
            //直接看全局bitMap，有则直接返回
            if (this.GlobalBitmap.CheckBit(relativeDay))
            {
                return true;
            }
            return false;
        }

        /// <summary>
        /// 去掉某天数据
        /// </summary>
        /// <param name="key"></param>
        /// <returns></returns>
        public bool Remove(DateTime key)
        {
            int relativeDay = this.RelativeDay(key);
            if (this.GlobalBitmap.CheckBit(relativeDay))
            {
                var current = this.Head;
                Entry before = null;
                while (current != null)
                {
                    if (current.bitMap.CheckBit(relativeDay))
                    {
                        current.bitMap.ResetBit(relativeDay);
                        DeleteElementFromChain(current, before);
                        break;
                    }
                    else
                    {
                        before = current;
                        current = current.next;
                    }
                }
                //纠正全局比特位图
                this.GlobalBitmap.ResetBit(relativeDay);
            }
            return false;
        }

        /// <summary>
        /// 获取某天数据
        /// </summary>
        /// <param name="key"></param>
        /// <param name="value"></param>
        /// <returns></returns>
        public bool TryGetValue(DateTime key, out TValue value)
        {
            value = default(TValue);
            int relativeDay = this.RelativeDay(key);
            if (this.GlobalBitmap.CheckBit(relativeDay))
            {
                var current = this.Head;
                while (current != null)
                {
                    if (current.bitMap.CheckBit(relativeDay))
                    {
                        value = current.value;
                        return true;
                    }
                    else
                    {
                        current = current.next;
                    }
                }
                //如果代码执行到这里，说明全局bit位图有而实际没有，此时，纠正全局比特位图
                this.GlobalBitmap.ResetBit(relativeDay);
            }
            return false;
        }

        /// <summary>
        /// 统计key value数量
        /// </summary>
        public int Count
        {
            get
            {
                int num;
                int num2 = ;
                int bitA = GetBitNum(this.GlobalBitmap.Days193To256);
                int bitB = GetBitNum(this.GlobalBitmap.Days129To192);
                int bitC = GetBitNum(this.GlobalBitmap.Day65To128);
                int bitD = GetBitNum(this.GlobalBitmap.Day1To64);
                num = bitA + bitB + bitC + bitD;
                var current = this.Head;
                while (current != null)
                {
                    num2++;
                    current = current.next;
                }
                if (num != num2)
                {
                    //写报警
                }
                return num;
            }
        }
        /// <summary>
        /// 非只读
        /// </summary>
        public bool IsReadOnly
        {
            get
            {
                return false;
            }
        }

        /// <summary>
        /// 清空链表
        /// </summary>
        public void Clear()
        {
            this.GlobalBitmap = new BitMap();
            this.Head = null;
        }

        #region 功能函数
        /// <summary>
        /// 去掉某个失效元素
        /// </summary>
        /// <param name="current"></param>
        /// <param name="before"></param>
        public void DeleteElementFromChain(Entry current, Entry before)
        {
            //如果去掉当日生效后当前实体对任何一天都不生效，则remove实体
            if (current.bitMap.Days193To256 ==  && current.bitMap.Days129To192 ==  && current.bitMap.Day65To128 ==  && current.bitMap.Day1To64 == )
            {
                if (before == null)
                {
                    this.Head = current.next;
                }
                else
                {
                    before.next = current.next;
                }
            }
        }

        /// <summary>
        /// 获取时间差，并按位取反，如设定相对时间是2015-1-5，则2015-1-5号则记为第1天，2015-1-6号则记为第2天
        /// </summary>
        /// <param name="dateTime"></param>
        /// <returns></returns>
        public int RelativeDay(DateTime dateTime)
        {
            int relativedays = -;
            if (dateTime >= this.relativeDateTime)
            {
                relativedays = (dateTime - this.relativeDateTime).Days;
            }
            if (relativedays >= )
            {
                throw new Exception(BitMapDicException.DateOver);
            }
            else if (relativedays == -)
            {
                throw new Exception(BitMapDicException.DateLow);
            }
            return  - relativedays;
        }

        /// <summary>
        /// 取得bit为1的个数
        /// </summary>
        /// <param name="dayBit"></param>
        /// <returns></returns>
        private int GetBitNum(ulong dayBit)
        {
            int count = ;
            ulong subCode = ;
            for (int i = ; i < ; i++)
            {
                if ((dayBit & subCode) >= )
                {
                    count++;
                }
                subCode <<= ;
            }
            return count;
        }

        #endregion

        #region 未实现的一些方法
        public void Add(KeyValuePair<DateTime, TValue> item)
        {
            throw new Exception(BitMapDicException.NotImplement);
        }

        public bool Contains(KeyValuePair<DateTime, TValue> item)
        {
            throw new Exception(BitMapDicException.NotImplement);
        }

        public ICollection<DateTime> Keys
        {
            get
            {
                //Keys接口暂不实现,如果日后需要实现，可通过Global比特位图的方式实现ICollection接口，不要
                throw new Exception(BitMapDicException.KeysNotImplement);
            }
        }

        public ICollection<TValue> Values
        {
            get
            {
                //values接口暂不实现,如果日后需要实现，可通过Head头的方式实现ICollection接口
                throw new Exception(BitMapDicException.ValuesNotImplement);
            }
        }

        public bool Remove(KeyValuePair<DateTime, TValue> item)
        {
            throw new Exception(BitMapDicException.AlreadyExists);
        }

        public void CopyTo(KeyValuePair<DateTime, TValue>[] array, int arrayIndex)
        {
            throw new Exception(BitMapDicException.AlreadyExists);
        }

        IEnumerator IEnumerable.GetEnumerator()
        {
            throw new Exception(BitMapDicException.AlreadyExists);
        }

        IEnumerator<KeyValuePair<DateTime, TValue>> IEnumerable<KeyValuePair<DateTime, TValue>>.GetEnumerator()
        {
            throw new Exception(BitMapDicException.AlreadyExists);
        }
        #endregion

        public class BitMapDicException
        {
            public static readonly String ChkTkey = "Tkey必须是时间类型";
            public static readonly String ChkEqualFunc ="必须设定相等比较方法";
            public static readonly String KeysNotImplement = "Keys接口不实现";
            public static readonly String ValuesNotImplement ="Values接口不实现";
            public static readonly String NotFountElement = "索引器未发现指定元素";
            public static readonly String DateOver = "data OutOfRange最大只能存放256天数据";
            public static readonly String DateLow = "data OutOfRange不能存放相对日期之前的数据";
            public static readonly String AlreadyExists ="元素已存在";
            public static readonly String NotImplement = "该成员未实现";
            public static readonly String ValueCannotBeNull = "如果要去掉某个元素，请用Remove功能！赋值null表示增加一个value为null的元素，对定制的字典而言无意义！";
            public static readonly String NotExistsEqualFunction ="不存在对象相等比较函数！";
        }
    }

        /// <summary>
        /// Main中包含了一些基本的单元测试
        /// </summary>
        /// <param name="args"></param>
    static void Main(string[] args)
    {
        RoomInfo r1 = new RoomInfo();
        RoomInfo r2 = new RoomInfo();
        Console.WriteLine("==    检查:" + (r1 == r2));
        Console.WriteLine("Equals检查:" + r1.Equals(r2));
        //添加300天
        BitMapDictionary<RoomInfo> dic = new BitMapDictionary<RoomInfo>(-);
        for (int i = ; i <= ; i++)
        {
            dic.Add(DateTime.Now.AddDays(i - ), new RoomInfo() { FGPrice = (i - ) * 0.1m, PPPrice = (i - ) * 0.1m + 0.1m });
        }
        //全局位是否正确
        bool globalCheck = true;
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("全局检查:" + globalCheck);

        BitMapDictionary<RoomInfo> dic2 = new BitMapDictionary<RoomInfo>(dic);
        dic = dic2;
        //看看取出来和刚才放进去是否一致；
        bool checkElement = true;
        for (int i = ; i <= ; i++)
        {
            RoomInfo roomTemp;
            dic.TryGetValue(DateTime.Now.AddDays(i - ), out roomTemp);
            checkElement = checkElement && RoomInfo.Equals(roomTemp, new RoomInfo() { FGPrice = (i - ) * 0.1m, PPPrice = (i - ) * 0.1m + 0.1m });
        }
        Console.WriteLine("对象逐步比较:" + checkElement);
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("全局检查:" + globalCheck);

        ///各自移除第一天，看看bit位对不对
        for (int i = ; i < ; i++)
        {
            dic.Remove(DateTime.Now.AddDays(i *  - ));
        }
        Console.WriteLine("设置了256天,各自减去最高位，检查：" + (dic.GlobalBitmap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0x7fffffffffffffff, Day65To128 = 0x7fffffffffffffff, Days129To192 = 0x7fffffffffffffff, Days193To256 = 0x7fffffffffffffff })));
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("全局检查:" + globalCheck);

        for (int i = ; i <= ; i++)
        {
            RoomInfo roomTemp;
            dic.Remove(DateTime.Now.AddDays(i - ));
        }
        Console.WriteLine("移除所有数据，字典数量为0：" + (dic.Count == ));

        //检查字典global
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("全局检查:" + globalCheck);

        ///将增加逻辑改成索引器
        for (int i = ; i <= ; i++)
        {
            dic[DateTime.Now.AddDays(i - )] = new RoomInfo() { FGPrice = (i - ) * 0.1m, PPPrice = (i - ) * 0.1m + 0.1m };
        }
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("改成索引器赋值后，全局检查:" + globalCheck);

        ///添加256天，看看是不是满位
        Console.WriteLine("设置了256天，是否满位：" + (dic.GlobalBitmap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0xffffffffffffffff, Day65To128 = 0xffffffffffffffff, Days129To192 = 0xffffffffffffffff, Days193To256 = 0xffffffffffffffff })));
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("全局检查:" + globalCheck);

        //将每个bit组中的第一个作为共享对象，其它的和他一样，看看是不是共享了
        for (int i = ; i <= ; i++)
        {
            int unit = (int)(i / );//得到除64的整数结果
            dic[DateTime.Now.AddDays(i - )] = new RoomInfo() { FGPrice = (unit - ) * 0.1m, PPPrice = (unit - ) * 0.1m + 0.1m };
        }
        bool global = true;
        if (!dic.Head.bitMap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0xffffffffffffffff, Day65To128 = 0x0, Days129To192 = 0x0, Days193To256 = 0x0 })
            || !dic.Head.next.bitMap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0x0, Day65To128 = 0xffffffffffffffff, Days129To192 = 0x0, Days193To256 = 0x0 })
            || !dic.Head.next.next.bitMap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0x0, Day65To128 = 0x0, Days129To192 = 0xffffffffffffffff, Days193To256 = 0x0 })
            || !dic.Head.next.next.next.bitMap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0x0, Day65To128 = 0x0, Days129To192 = 0x0, Days193To256 = 0xffffffffffffffff })
            || !dic.GlobalBitmap.Equals(new BitMapDictionary<RoomInfo>.BitMap() { Day1To64 = 0xffffffffffffffff, Day65To128 = 0xffffffffffffffff, Days129To192 = 0xffffffffffffffff, Days193To256 = 0xffffffffffffffff })
            )
        {
            global = false;
        }
        Console.WriteLine("对象共享检查:" + global);
        ///在上面的基础上，将2-10改成一天数据，看看是否共享了对象
        globalCheck = globalCheck && dic.CheckGlobalBitmap();
        Console.WriteLine("全局检查:" + globalCheck);

        for (int i = ; i <= ; i++)
        {
            dic[DateTime.Now.AddDays(i - )] = null;
        }

        Console.WriteLine("测试结束");
        Console.ReadKey();
    }
    }
    public class RoomInfo
    {
        public decimal PPPrice;
        public decimal FGPrice;

        public override bool Equals(Object r1)
        {
            RoomInfo r = (RoomInfo)r1;
            return r != null && r.PPPrice == this.PPPrice && r.FGPrice == this.FGPrice;
        }

        public override int GetHashCode()
        {
            return this.FGPrice.GetHashCode() ^ this.PPPrice.GetHashCode();
        }
    }
}

System.Configuration.ConfigurationManager.AppSettings.Get("QueryInfoBusinType")