SQL2005CLR函数扩展-深入环比计算的详解

编程学习 2021-07-05 16:33www.dzhlxh.cn编程入门
环比就是本月和上月的差值所占上月值的比例。在复杂的olap计算中我们经常会用到同比环比等概念,要求的上个维度的某个字段的实现语句非常简练,比如ssas的mdx语句类似[维度].CurrentMember.Prevmember就可以了

此类问题还可以延伸到类似进销存的批次计算中,这也要关注其他历史记录来决定当前某条记录的状态。

sql语句无法简单实现mdx语句的类似功能,必须得用交叉表关联来对比。这里我们用CLR函数来实现mdx语句的类似语法。在select的时候把得到过的做个缓存就可以了。效率应该可以提高不少。

clr的代码如下,编译为TestFun.dll,复制到sql服务器的文件目录下。
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代码如下:

using System;
using System.Data;
using System.Data.SqlClient;
using System.Data.SqlTypes;
using Microsoft.SqlServer.Server;

public partial class UserDefinedFunctions
{

    // 保存当前组当前值
    private static System.Collections.Generic.Dictionary <string , SqlString > _listValue = new System.Collections.Generic.Dictionary <string , SqlString >();
    // 保存当前组
    private static System.Collections.Generic.Dictionary <string , string > _listGroup  = new System.Collections.Generic.Dictionary <string , string >();

    /// <summary>
    /// 获取当前组上条记录数值
    /// </summary>
    /// <param name="key"> 并发键 </param>
    /// <param name="currentGroup"> 当前组 </param>
    /// <param name="currentValue"> 当前组当前值 </param>
    /// <returns></returns>
    [Microsoft.SqlServer.Server.SqlFunction ]
    public static SqlString GetPrevMemberValue(SqlString key,SqlString currentGroup,SqlString currentValue)
    {
        if (key.IsNull || currentGroup.IsNull) return SqlString .Null;

      
        try
        {
            SqlString prevMemberValue = _listValue[key.Value];

            // 组变更
            if (_listGroup[key.Value] != currentGroup.Value)
            {
                prevMemberValue = SqlString .Null;
                _listGroup[key.Value] = currentGroup.Value;
             }
            // 值变更
            _listValue[key.Value] = currentValue;

            return prevMemberValue;
        }
        catch
        {
            return SqlString .Null;
        }
    }
    /// <summary>
    /// 初始化并发键
    /// </summary>
    /// <param name="key"></param>
    /// <returns></returns>
    [Microsoft.SqlServer.Server.SqlFunction ]
    public static SqlBoolean InitKey(SqlString key)
    {
        try
        {
            _listValue.Add(key.Value, SqlString .Null);
            _listGroup.Add(key.Value, string .Empty);
            return true ;
        }
        catch
        {
            return false ;
        }
    }
    /// <summary>
    /// 释放并发键
    /// </summary>
    /// <param name="key"></param>
    /// <returns></returns>
    [Microsoft.SqlServer.Server.SqlFunction ]
    public static SqlBoolean DisposeKey(SqlString key)
    {
        try
        {
            _listValue.Remove(key.Value);
            _listGroup.Remove(key.Value);
            return true ;
        }
        catch
        {
            return false ;
        }
    }
};

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部署和生成自定义函数,其中考虑到并发,我们还是需要一个并发键来表达当前查询
--------------------------------------------------------------------------------
代码如下:

CREATE ASSEMBLY TestForSQLCLR FROM 'E:/sqlclrdata/TestFun.dll' WITH PERMISSION_SET = UnSAFE;
--
go
CREATE FUNCTION dbo. xfn_GetPrevMemberValue 
(  
    @key nvarchar ( 255),
    @initByDim nvarchar ( 255),
    @currentValue nvarchar ( 255)
)    
RETURNS nvarchar ( 255)
AS EXTERNAL NAME TestForSQLCLR. [UserDefinedFunctions]. GetPrevMemberValue
go
CREATE FUNCTION dbo. xfn_initKey
(  
    @key nvarchar ( 255)
)    
RETURNS bit
AS EXTERNAL NAME TestForSQLCLR. [UserDefinedFunctions]. InitKey
go
CREATE FUNCTION dbo. xfn_disposeKey 
(  
    @key nvarchar ( 255)
)    
RETURNS bit
AS EXTERNAL NAME TestForSQLCLR. [UserDefinedFunctions]. DisposeKey

--------------------------------------------------------------------------------
这样我们就可以使用了,测试脚本如下, xfn_GetPrevMemberValue就是获取上月价格的函数。
--------------------------------------------------------------------------------
-- 建立测试环境
代码如下:

declare @t table (
    [ 区域 ] [varchar]( 4) COLLATE Chinese_PRC_CI_AS NULL,
    [TradeMonth] [varchar]( 7) COLLATE Chinese_PRC_CI_AS NULL,
    [TradeMoney] [float] NULL,
    [TradeArea] [float] NULL,
    [TradePrice] [float] NULL
)
insert into @t
select ' 闵行 ' , '2007-03' , '2125714.91' , '241.65' , '8796.67' union
select ' 闵行 ' , '2007-04' , '8408307.64' , '907.32' , '9267.19' union
select ' 闵行 ' , '2007-05' , '10230321.95' , '1095.88' , '9335.26' union
select ' 浦东 ' , '2007-01' , '12738432.25' , '1419.05' , '8976.73' union
select ' 浦东 ' , '2007-02' , '4970536.74' , '395.49' , '12568.05' union
select ' 浦东 ' , '2007-03' , '5985405.76' , '745.94' , '8023.98' union
select ' 浦东 ' , '2007-04' , '21030788.61' , '1146.89' , '18337.23' union
select ' 普陀 ' , '2007-01' , '1863896' , '161.39' , '11549.02' union
select ' 普陀 ' , '2007-02' , '1614015' , '119.59' , '13496.24' union
select ' 普陀 ' , '2007-03' , '1059235.19' , '135.21' , '7834'
 
-- 测试语句
代码如下:

declare @key varchar ( 40)
declare @b bit

set @key= newid ()
select @b= dbo. xfn_initKey( @key)

select 区域 , TradeMonth, TradePrice, LastMonthPrice,
cast ( round (( Tradeprice- LastMonthPrice)* 100/ LastMonthPrice, 2) as varchar ( 10))+ '%' as 环比 from (
select *, cast ( dbo. xfn_GetPrevMemberValue( @key, 区域 , Tradeprice) as float ) as LastMonthPrice from @t
) t
select @b= dbo. xfn_disposeKey( @key)
 
-- 结果
/*
区域   TradeMonth TradePrice             LastMonthPrice         环比
---- ---------- ---------------------- ---------------------- -----------
闵行   2007-03    8796.67                NULL                   NULL
闵行   2007-04    9267.19                8796.67                5.35%
闵行   2007-05    9335.26                9267.19                 0.73%
浦东   2007-01    8976.73                NULL                   NULL
浦东   2007-02    12568.05               8976.73                40.01%
浦东   2007-03    8023.98                12568                  -36.16%
浦东   2007-04    18337.23                8023.98                128.53%
普陀   2007-01    11549.02               NULL                   NULL
普陀   2007-02    13496.24               11549                  16.86%
普陀   2007-03    7834                   13496.2                -41.95%
*/
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这个函数写的还是比较粗糙,如果进一步改进还可以详细定义如何获取上一个维度的方法。这里只是根据查询顺序来做缓存。感兴趣的朋友可以完善一下。

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