前几天,在所有数据库服务器部署了监控磁盘空间的存储过程和作业后(MS SQL 监控磁盘空间告警),今天突然收到了两封告警邮件,好吧,存储规划是一方面,但是,是不是要分析一下
前几天,在所有数据库服务器部署了监控磁盘空间的存储过程和作业后(MS SQL 监控磁盘空间告警),今天突然收到了两封告警邮件,好吧,存储规划是一方面,但是,是不是要分析一下是什么原因造成磁盘空间不足的呢?会不会是因为突然暴增的日志文件,抑或是系统业务猛增导致数据量暴增,还是历史数据累计原因....分析总得有数据来支撑吧,但是现在只有那些数据文件的当前大小信息,没有数据文件的历史增长变化信息,所以,今天就想实现这么一个功能,每天(频率可以调整)去收集一下数据文件的信息,放到一个表里面,这样方便我们分析数据文件的增长演变例程,甚至你可以将数据文件的增长幅度和业务变化关联起来分析....那么接下来就是我的设计思路和实现代码,目前只是简单实现,以后将继续优化,丰富一些功能。首先我们创建一个表DiskCapacityHistory,用来保存数据库文件的历史增长变化信息:
复制代码 代码如下:USE msdb;GOIF EXISTS (SELECT 1 FROM dbo.sysobjects WHERE id = OBJECT_ID(N'') AND xtype='U') DROP TABLE DiskCapacityHistory;GO
CREATE TABLE dbo.DiskCapacityHistory( [Date_CD] INT , [DataBaseID] INT , [FileID] INT , [DataBaseName] sysname , [LogicalName] VARCHAR(32) , [FileTypeDesc] NVARCHAR(60) , [PhysicalName] NVARCHAR(260) , [StateDesc] NVARCHAR(60) , [MaxSize] NVARCHAR(32) , [GrowthType] NVARCHAR(8) , [IsReadOnly] INT , [IsPercentGrowth] SMALLINT , [Size] FLOAT , [Growth_MOM_RAT] FLOAT , [Growth_YOY_RAT] FLOAT , CONSTRAINT PK_DiskCapacityHistory PRIMARY KEY(Date_CD, DataBaseID, FileID) );复制代码 代码如下:EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '日期编码' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'Date_CD';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '数据库标识' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'DataBaseID';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '文件标识' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'FileID';
EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '数据库名称' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'DataBaseName'; EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '数据库逻辑名称' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'LogicalName'; EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '文件类型描述' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'FileTypeDesc';
EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '物理数据库文件' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'PhysicalName';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '文件最大大小' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'MaxSize';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '文件增长类型' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'GrowthType';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '是否只读类型' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'IsReadOnly';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '是否按百分比增长' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'IsPercentGrowth';
EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '数据文件大小(GB)' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'Size';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '文件增长环比(%)' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'Growth_MOM_RAT';EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '文件增长同比(%)' , @level0type = N'SCHEMA' , @level0name = N'dbo' , @level1type = N'TABLE' , @level1name = N'DiskCapacityHistory' , @level2type = N'COLUMN' , @level2name = N'Growth_YOY_RAT';GO
IF OBJECT_ID(N'sp_diskcapacity_cal') IS NOT NULL DROP PROCEDURE sp_diskcapacity_cal;GO
接下来,我们创建存储过程,负责来收集、统计这些数据库的文件的相关信息。关于环比/同比,正常情况一般是:环比: (指标当前值 - 指标值(上个月同一天))/ 指标值(上个月同一天) 。同比: (指标当前值 - 指标值(去年月同一天))/ 指标值(去年月同一天) 。其实如果关注每天的数据文件变化情况,这个代码里面的环比、同比其实意义不大,其实我们可以这样定义环比、同比:环比: (指标当前值 - 指标值(昨天))/指标值(昨天)。同比: (指标当前值 - 指标值 (上个月))/指标值(上个月)当然,你也可以把这四个指标都加上,对比参考,侧重点不同而已。
复制代码 代码如下:IF OBJECT_ID(N'sp_diskcapacity_cal')IS NOT NULL DROP PROCEDURE sp_diskcapacity_cal;GOCREATE PROCEDURE dbo.sp_diskcapacity_calASBEGIN INSERT INTO dbo.DiskCapacityHistory ( [Date_CD] , [DataBaseID] , [FileID] , [DataBaseName] , [LogicalName] , [FileTypeDesc] , [PhysicalName] , [StateDesc] , [MaxSize] , [GrowthType] , [IsReadOnly] , [IsPercentGrowth] , [Size] ) SELECT CAST(REPLACE(CONVERT(varchar(10),GETDATE(),120),'-','') AS INT) AS DateCD , database_id AS DataBaseId , file_id AS FileID , DB_NAME(database_id) AS DataBaseName , name AS LogicalName , type_desc AS FileTypeDesc , physical_name AS PhysicalName , state_desc AS StateDesc , CASE WHEN max_size = 0 THEN N'不允许增长' WHEN max_size = -1 THEN N'自动增长' ELSE LTRIM(STR(max_size * 8.0 / 1024 / 1024, 14, 2)) + 'G' END AS MaxSize , CASE WHEN is_percent_growth = 1 THEN RTRIM(CAST(Growth AS CHAR(10))) + '%' ELSE RTRIM(CAST(Growth AS CHAR(10))) + 'M' END AS Growth , Is_Read_Only AS IsReadOnly , Is_Percent_Growth AS IsPercentGrowth , CAST(size * 8.0 / 1024 / 1024 AS DECIMAL(8, 4)) AS Size FROM sys.master_files; MERGE INTO dbo.DiskCapacityHistory DM USING ( SELECT M.Date_CD , M.DataBaseID , M.FileID , CASE WHEN N.SIZE IS NULL OR N.SIZE = 0 THEN 0 ELSE (M.SIZE - N.SIZE)/N.SIZE END AS Growth_MOM_RAT FROM dbo.DiskCapacityHistory M LEFT JOIN dbo.DiskCapacityHistory N ON CAST(CAST(M.Date_CD AS CHAR(8)) AS DATE) = DATEADD(MONTH, 1, CAST(CAST(N.Date_CD AS CHAR(8)) AS DATE)) AND M.DataBaseID = N.DataBaseID AND M.FileID = N.FileID WHERE M.Date_CD = CAST(REPLACE(CONVERT(varchar(10),GETDATE(),120),'-','') AS INT) ) TMP ON ( DM.Date_CD = TMP.Date_CD AND DM.DatabaseId = TMP.DataBaseId AND DM.FileId = TMP.FileId ) WHEN MATCHED THEN UPDATE SET DM.Growth_MOM_RAT = TMP.Growth_MOM_RAT;END GO
顺便吐槽一下:由于前两年一直使用ORACLE数据库,很少接触SQL SERVER,在实现上面功能的时候,我深深的体会到了ORACLE和SQL SERVER的巨大差距,如果用PL/SQL实现,那非常方便快捷,但是用T-SQL让我遇到了几个相当痛苦地方,下面顺便记录对比一下吧:
一:由于我采用INT来保存日期数据,那么需要在DATE类型和INT类型之间转换,我们来对比一下两者的差别吧: 1.1 DATE类型转换为整型:T-SQL:SELECT CAST(REPLACE(CONVERT(varchar(10),GETDATE(),120),'-','') AS INT);PL/SQL:SELECT TO_CHAR(Date_CD, 'YYYYMMDD') FROM DUAL; 1.2 整型转换为DATE类型(字段DATE_CD)T-SQL: SELECT CAST(CAST(DATE_CD AS CHAR(8)) AS DATE) FROM TEST;PL/SQL: SELECT TO_DATE(DATE_CD, 'YYYY-MM-DD') FROM TEST;结论: 纯属个人感受,从上面的脚本的简单性,方便性上,感觉ORACLE完胜SQL SERVER 二:计算数据文件增长同比、环比值 1:SQL SERVER 2005 没有MERGE语句功能,上面的脚本得改写成
复制代码 代码如下:UPDATEdbo.DiskCapacityHistory SET GROWTH_MOM_RAT =( SELECTCASE WHEN N.SIZE IS NULL OR N.SIZE = 0 THEN 0 ELSE ( dbo.DiskCapacityHistory.SIZE - N.SIZE ) / N.SIZE END AS Growth_MOM_RAT FROM dbo.DiskCapacityHistory N WHERE CAST(CAST(dbo.DiskCapacityHistory.Date_CD AS CHAR(8)) AS DATE) = DATEADD(MONTH, 1, CAST(CAST(N.Date_CD AS CHAR(8)) AS DATE)) AND dbo.DiskCapacityHistory.DataBaseID = N.DataBaseID AND dbo.DiskCapacityHistory.FileID = N.FileID ) WHEREdbo.DiskCapacityHistory.Date_CD = CAST(REPLACE(CONVERT(VARCHAR(10), GETDATE(), 120), '-', '') AS INT)UPDATEdbo.DiskCapacityHistory SET GROWTH_YOY_RAT =( SELECTCASE WHEN N.SIZE IS NULL OR N.SIZE = 0 THEN 0 ELSE ( dbo.DiskCapacityHistory.SIZE - N.SIZE ) / N.SIZE END AS Growth_YOY_RAT FROM dbo.DiskCapacityHistory N WHERE CAST(CAST(dbo.DiskCapacityHistory.Date_CD AS CHAR(8)) AS DATE) = DATEADD(MONTH, 12, CAST(CAST(N.Date_CD AS CHAR(8)) AS DATE)) AND dbo.DiskCapacityHistory.DataBaseID = N.DataBaseID AND dbo.DiskCapacityHistory.FileID = N.FileID ) WHEREdbo.DiskCapacityHistory.Date_CD = CAST(REPLACE(CONVERT(VARCHAR(10), GETDATE(), 120), '-', '') AS INT)
或
复制代码 代码如下:CREATE TABLE #DiskCapacityHistory ( DATE_CD INT , DataBaseID INT , FileID INT , Growth_MOM_RAT FLOAT ) ; INSERTINTO #DiskCapacityHistory SELECT M.DATE_CD , M.DataBaseID , M.FileID , CASE WHEN N.SIZE IS NULL OR N.SIZE = 0 THEN 0 ELSE ( M.SIZE - N.SIZE ) / N.SIZE END AS Growth_MOM_RAT FROM dbo.DiskCapacityHistory M , dbo.DiskCapacityHistory N WHERE CAST(CAST(M.Date_CD AS CHAR(8)) AS DATE) = DATEADD(MONTH, 1, CAST(CAST(N.Date_CD AS CHAR(8)) AS DATE)) AND M.DataBaseID = N.DataBaseID AND M.FileID = N.FileID AND M.Date_CD = CAST(REPLACE(CONVERT(VARCHAR(10), GETDATE() - 1, 120), '-', '') AS INT) UPDATE dbo.DiskCapacityHistory SET Growth_MOM_RAT = M.Growth_MOM_RAT FROM #DiskCapacityHistory M WHERE dbo.DiskCapacityHistory.DATE_CD = M.DATE_CD AND dbo.DiskCapacityHistory.DataBaseID = M.DataBaseID AND dbo.DiskCapacityHistory.FileID = M.FileID ;
2: 幸好SQL 2008还把ORACLE的MERGE的功能给模仿了过来,但是T-SQL缺少ORACLE数据库强大的分析函数LAG,如果有这个,我计算环比,同比就非常方便了,一个SQL就搞定了,下面是个例子,本想把ORACLE的SQL也做个例子展现,但是又要建表、造数,折腾起来比较麻烦。
复制代码 代码如下:MERGE INTO DM.TM_WGGBO_IDCTOBUSVOLDTL_DAY DMUSING ( SELECT * FROM ( SELECT DATE_CD, CITY_ID, IDC_NODE, VOL_TYPE, LAG(IDC_VOL_RAT ) OVER(PARTITION BY CITY_ID,IDC_NODE,VOL_TYPE,SUBSTR(DATE_CD,7,2) ORDER BY SUBSTR(DATE_CD,0,6)) AS IDC_MOM_RAT , LAG(IDC_VOL_RAT ) OVER(PARTITION BY CITY_ID,IDC_NODE,VOL_TYPE,SUBSTR(DATE_CD,5,4) ORDER BY SUBSTR(DATE_CD,0,4)) AS IDC_YOY_RAT , FROM DM.TM_WGGBO_IDCTOBUSVOLDTL_DAY ) T WHERE EXISTS(SELECT 1 FROM ETL.T_IDCVOL_DAY_${ssid} WHERE DATE_CD = T.DATE_CD) ) TEMP ON ( DM.DATE_CD = TEMP.DATE_CD AND DM.CITY_ID = TEMP.CITY_ID AND DM.IDC_NODE = TEMP.IDC_NODE AND DM.VOL_TYPE = TEMP.VOL_TYPE )WHEN MATCHED THEN UPDATE SET DM.IDC_MOM_RAT = TEMP.IDC_MOM_RAT , DM.IDC_YOY_RAT = TEMP.IDC_YOY_RAT COMMIT;作者:潇湘隐者出处:http://www.cnblogs.com/kerrycode/