前幾天,在所有數據庫服務器部署了監控磁盤空間的存儲過程和作業后(MS SQL 監控磁盤空間告警),今天突然收到了兩封告警郵件,好吧,存儲規划是一方面,但是,是不是要分析一下是什么原因造成磁盤空間不足的呢?會不會是因為突然暴增的日志文件,抑或是系統業務猛增導致數據量暴增,還是歷史數據累計原因....分析總得有數據來支撐吧,但是現在只有那些數據文件的當前大小信息,沒有數據文件的歷史增長變化信息,所以,今天就想實現這么一個功能,每天(頻率可以調整)去收集一下數據文件的信息,放到一個表里面,這樣方便我們分析數據文件的增長演變例程,甚至你可以將數據文件的增長幅度和業務變化關聯起來分析....
那么接下來就是我的設計思路和實現代碼,目前只是簡單實現,以后將繼續優化,豐富一些功能。
首先我們創建一個表DiskCapacityHistory,用來保存數據庫文件的歷史增長變化信息:
USE msdb; GO IF 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) );
View Code
EXEC sys.sp_addextendedproperty @name = N'MS_Description' , @value = '日期編碼' , @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 = '數據庫標識' , @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 = '文件標識' , @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 = '數據庫名稱' , @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 = '數據庫邏輯名稱' , @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 = '文件類型描述' , @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 = '物理數據庫文件' , @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 = '文件增長類型' , @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 = '是否只讀類型' , @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 = '是否按百分比增長' , @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 = '數據文件大小(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 = '文件增長環比(%)' , @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 = '文件增長同比(%)' , @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
接下來,我們創建存儲過程,負責來收集、統計這些數據庫的文件的相關信息。關於環比/同比,正常情況一般是:
環比: (指標當前值 - 指標值(上個月同一天))/ 指標值(上個月同一天) 。
同比: (指標當前值 - 指標值(去年月同一天))/ 指標值(去年月同一天) 。
其實如果關注每天的數據文件變化情況,這個代碼里面的環比、同比其實意義不大,其實我們可以這樣定義環比、同比:
環比: (指標當前值 - 指標值(昨天))/指標值(昨天)。
同比: (指標當前值 - 指標值 (上個月))/指標值(上個月)
當然,你也可以把這四個指標都加上,對比參考,側重點不同而已。
存儲過程
- IF OBJECT_ID(N'sp_diskcapacity_cal')IS NOT NULL
- DROP PROCEDURE sp_diskcapacity_cal;
- GO
- CREATE PROCEDURE dbo.sp_diskcapacity_cal
- AS
- BEGIN
- 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'不允許增長'
- WHEN max_size = -1 THEN N'自動增長'
- 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
順便吐槽一下:由於前兩年一直使用ORACLE數據庫,很少接觸SQL SERVER,在實現上面功能的時候,我深深的體會到了ORACLE和SQL SERVER的巨大差距,如果用PL/SQL實現,那非常方便快捷,但是用T-SQL讓我遇到了幾個相當痛苦地方,下面順便記錄對比一下吧:
一:由於我采用INT來保存日期數據,那么需要在DATE類型和INT類型之間轉換,我們來對比一下兩者的差別吧:
1.1 DATE類型轉換為整型:
T-SQL:
SELECT CAST(REPLACE(CONVERT(varchar(10),GETDATE(),120),'-','') AS INT);
PL/SQL:
SELECT TO_CHAR(Date_CD, 'YYYYMMDD') FROM DUAL;
1.2 整型轉換為DATE類型(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;
結論: 純屬個人感受,從上面的腳本的簡單性,方便性上,感覺ORACLE完勝SQL SERVER
二:計算數據文件增長同比、環比值
1:SQL SERVER 2005 沒有MERGE語句功能,上面的腳本得改寫成
Code Snippet
- 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
Code Snippet
- 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還把ORACLE的MERGE的功能給模仿了過來,但是T-SQL缺少ORACLE數據庫強大的分析函數LAG,如果有這個,我計算環比,同比就非常方便了,一個SQL就搞定了,下面是個例子,本想把ORACLE的SQL也做個例子展現,但是又要建表、造數,折騰起來比較麻煩。
Oracle Sample
- MERGE INTO DM.TM_WGGBO_IDCTOBUSVOLDTL_DAY DM
- USING (
- 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;
