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SPA游标采集之去除重复

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当我们做数据库升级项目的时候,我们一般会去做性能回归测试,通俗一点来说,就是把10g生产库的语句拿到11g生产环境上运行,如果发现运行过程中,由于优化器、实例参数等改变导致执行计划变化,最终导致性能退化的语句,需要拿出来单独进行分析及验证。要做这

当我们做数据库升级项目的时候,我们一般会去做性能回归测试,通俗一点来说,就是把10g生产库的语句拿到11g生产环境上运行,如果发现运行过程中,由于优化器、实例参数等改变导致执行计划变化,最终导致性能退化的语句,需要拿出来单独进行分析及验证。要做这个事情,首先我们需要把我们的10g上的语句给采集出来,采集方法分为以下几种方式。

  • cursor cache
  • awr snapshots
  • awr baselines
  • another sql tuning set
  • 10046 trace file(11g+)
  • 对于大型的生产库,我们一般采集的是方式是:游标还有awr snapshots的数据。为了能够完美的抓取到全部的SQL语句,我们往往需要一天对cursor cache进行多次采集。大部分建议是放在高峰期的时候采集,这么做主要是为了防止有些SQL还没被抓取到sqlset就从shared pool中purge出去了。在这个抓取的过程中,有一个困扰的问题就是literal sql的一些语句。举个例子如下:

    select * from emp where empno=1456;
    select * from emp where empno=1457;
    select * from emp where empno=1458;

    这三个SQL语句会先后被采集进来,每天都这样采集,会导致我们的SQLSET的结果集越来越大。正常情况下,一个大型的生产库的SQL语句也就几w条而已,但是如果你的硬解析非常多的话,可能在短短的几天,你采集的语句就会突破到100w条以上。然后在做后面SQLSET转换到中转表的这个过程,会执行相当长的时间,搞不好就报ORA-01555,导致运行一段时间后无法成功转换。我在这上面被坑了好几次。可能你会说,就100w的数据,Oracle应该很快转换出来的吧。这个我得解释一下。我们的中转表里面其实包含了好几个LOB字段和特殊TYPE类型。一旦数据量大了,可以说速度完全不行。正是基于这种原因,我们需要考虑一种方式,在采集的过程中进行去除重复的操作。

    我们来举个例子说明下。

    1.新建SQLSET

    SQL> exec dbms_sqltune.CREATE_SQLSET('sqlset1'); 
    PL/SQL procedure successfully completed.
    SQL> select * from dba_sqlset; 
     ID NAME OWNER DESCRIPTION CREATED LAST_MODI STATEMENT_COUNT 
    ---------- --------------- --------------- ------------------------------ --------- --------- --------------- 
     1 sqlset1 SYS 11-MAY-14 11-MAY-14 0

    2.使用scott用户,执行几条语句,执行前先flush下shared pool

    SQL> alter system flush shared_pool; 
    System altered.
    connect scott/tiger
    select * from emp;
    select * from emp where empno=1456;
    select * from emp where empno=1457;

    3.使用sys用户开始采集语句

    DECLARE 
     mycur DBMS_SQLTUNE.SQLSET_CURSOR; 
    BEGIN 
     OPEN mycur FOR 
     SELECT value(P) 
     FROM TABLE(dbms_sqltune.select_cursor_cache('parsing_schema_name in (''SCOTT'')', 
     NULL, 
     NULL, 
     NULL, 
     NULL, 
     1, 
     NULL, 
     'ALL')) p; 
     dbms_sqltune.load_sqlset(sqlset_name => 'sqlset1', 
     populate_cursor => mycur, 
     load_option => 'MERGE'); 
     CLOSE mycur; 
    END; 
    / 
    SQL> select * from dba_sqlset; 
     ID NAME OWNER DESCRIPTION CREATED LAST_MODI STATEMENT_COUNT 
    ---------- --------------- --------------- ------------------------------ --------- --------- --------------- 
     1 sqlset1 SYS 11-MAY-14 11-MAY-14 9

    4.查看采集结果

    SQL> select sql_id,sql_text from DBA_SQLSET_STATEMENTS ; 
    SQL_ID SQL_TEXT 
    ------------- -------------------------------------------------------------------------------- 
    1srhq04p4x0zz SELECT /* OPT_DYN_SAMP */ /*+ ALL_ROWS IGNORE_WHERE_CLAUSE NO_PARALLEL(SAMPLESUB 
    38mhtu5pc7d07 select * from emp where empno=1456 
    7hys3h7ysgf9m SELECT ATTRIBUTE,SCOPE,NUMERIC_VALUE,CHAR_VALUE,DATE_VALUE FROM SYSTEM.PRODUCT_P 
    a2dk8bdn0ujx7 select * from emp 
    bc26hcc8td76f select * from emp where empno=1457 
    cw6vxf0kbz3v1 SELECT CHAR_VALUE FROM SYSTEM.PRODUCT_PRIVS WHERE (UPPER('SQL*Plus') LIKE UPPE 
    d6vwqbw6r2ffk SELECT USER FROM DUAL 
    dyk4dprp70d74 SELECT DECODE('A','A','1','2') FROM DUAL 
    g4y6nw3tts7cc BEGIN DBMS_APPLICATION_INFO.SET_MODULE(:1,NULL); END;

    从这里我们可以观察到我们的三条语句都采集进来了。这里我们可以看到我们的literal sql,如果每天对游标采集好几次的话,我们的literal sql会越采集越多,导致SQLSET的结果集非常大。当SQL数量达到百万级别后,使得我们的转换非常慢。如何去重呢?我们看下这个DBA_SQLSET_STATEMENTS的结构。

    SQL> desc DBA_SQLSET_STATEMENTS 
    Name Null? Type 
    ------------------------------------------- -------- ----------------------------- 
    SQLSET_NAME NOT NULL VARCHAR2(30) 
    SQLSET_OWNER VARCHAR2(30) 
    SQLSET_ID NOT NULL NUMBER 
    SQL_ID NOT NULL VARCHAR2(13) 
    FORCE_MATCHING_SIGNATURE NOT NULL NUMBER 
    SQL_TEXT CLOB 
    PARSING_SCHEMA_NAME VARCHAR2(30) 
    PARSING_SCHEMA_ID NUMBER 
    PLAN_HASH_VALUE NOT NULL NUMBER 
    BIND_DATA RAW(2000) 
    BINDS_CAPTURED CHAR(1) 
    MODULE VARCHAR2() 
    ACTION VARCHAR2() 
    ELAPSED_TIME NUMBER 
    CPU_TIME NUMBER 
    BUFFER_GETS NUMBER 
    DISK_READS NUMBER 
    DIRECT_WRITES NUMBER 
    ROWS_PROCESSED NUMBER 
    FETCHES NUMBER 
    EXECUTIONS NUMBER 
    END_OF_FETCH_COUNT NUMBER 
    OPTIMIZER_COST NUMBER 
    OPTIMIZER_ENV RAW(2000) 
    PRIORITY NUMBER 
    COMMAND_TYPE NUMBER 
    FIRST_LOAD_TIME VARCHAR2(19) 
    STAT_PERIOD NUMBER 
    ACTIVE_STAT_PERIOD NUMBER 
    OTHER CLOB 
    PLAN_TIMESTAMP DATE 
    SQL_SEQ NOT NULL NUMBER
    SQL> select sql_id,sql_text,FORCE_MATCHING_SIGNATURE from DBA_SQLSET_STATEMENTS; 
    SQL_ID SQL_TEXT FORCE_MATCHING_SIGNATURE 
    ------------- -------------------------------------------------------------------------------- --------------------------- 
    1srhq04p4x0zz SELECT /* OPT_DYN_SAMP */ /*+ ALL_ROWS IGNORE_WHERE_CLAUSE NO_PARALLEL(SAMPLESUB 4094562552765466770 
    38mhtu5pc7d07 select * from emp where empno=1456 16946033956547040230 
    7hys3h7ysgf9m SELECT ATTRIBUTE,SCOPE,NUMERIC_VALUE,CHAR_VALUE,DATE_VALUE FROM SYSTEM.PRODUCT_P 10967007256268736959 
    a2dk8bdn0ujx7 select * from emp 700177765344094 
    bc26hcc8td76f select * from emp where empno=1457 16946033956547040230 
    cw6vxf0kbz3v1 SELECT CHAR_VALUE FROM SYSTEM.PRODUCT_PRIVS WHERE (UPPER('SQL*Plus') LIKE UPPE 182014318798706267 
    d6vwqbw6r2ffk SELECT USER FROM DUAL 173722952071979402 
    dyk4dprp70d74 SELECT DECODE('A','A','1','2') FROM DUAL 18467285774923075 
    g4y6nw3tts7cc BEGIN DBMS_APPLICATION_INFO.SET_MODULE(:1,NULL); END; 0

    这里我们主要利用FORCE_MATCHING_SIGNATURE这个字段。可以看到我们的literal sql的FORCE_MATCHING_SIGNATURE的值是相同的。这里是16946033956547040230。所以我们要对这个列进行distinct,并将distinct出来的值放在一个我们自定义的Table里面。

    5.去重采集

    SQL> create table spaqc as select distinct FORCE_MATCHING_SIGNATURE from DBA_SQLSET_STATEMENTS; 
    Table created. 
    SQL> select * from spaqc; 
     FORCE_MATCHING_SIGNATURE 
    --------------------------- 
     182014318798706267 
     18467285774923075 
     4094562552765466770 
     173722952071979402 
     10967007256268736959 
     700177765344094 
     16946033956547040230 
     0 
    8 rows selected.

    这里需要注意一下FORCE_MATCHING_SIGNATURE为0的情况下,一般是运行PL/SQL、JOB之类的操作,这个我们不能过滤掉。所以我们要把0这行给删掉。

    SQL> delete from spaqc where FORCE_MATCHING_SIGNATURE=0; 
    1 row deleted. 
    SQL> commit; 
    Commit complete.

    6.再次测试,看看literal sql会不会被采集。

    select * from emp where empno=1458;
    select * from emp where empno=1459;
    select * from emp where empno=1460;
    select * from emp where empno=1460 and ENAME='scott';
    DECLARE 
     mycur DBMS_SQLTUNE.SQLSET_CURSOR; 
    BEGIN 
     OPEN mycur FOR 
     SELECT value(P) 
     FROM TABLE(dbms_sqltune.select_cursor_cache('parsing_schema_name in (''SCOTT'') and FORCE_MATCHING_SIGNATURE not in (select FORCE_MATCHING_SIGNATURE from spaqc)', 
     NULL, 
     NULL, 
     NULL, 
     NULL, 
     1, 
     NULL, 
     'ALL')) p; 
     dbms_sqltune.load_sqlset(sqlset_name => 'sqlset1', 
     populate_cursor => mycur, 
     load_option => 'MERGE'); 
     CLOSE mycur; 
    END; 
    / 
    SQL> select sql_id,sql_text,FORCE_MATCHING_SIGNATURE from DBA_SQLSET_STATEMENTS ; 
    SQL_ID SQL_TEXT FORCE_MATCHING_SIGNATURE 
    ------------- -------------------------------------------------------------------------------- --------------------------- 
    1srhq04p4x0zz SELECT /* OPT_DYN_SAMP */ /*+ ALL_ROWS IGNORE_WHERE_CLAUSE NO_PARALLEL(SAMPLESUB 4094562552765466770 
    38mhtu5pc7d07 select * from emp where empno=1456 16946033956547040230 
    7hys3h7ysgf9m SELECT ATTRIBUTE,SCOPE,NUMERIC_VALUE,CHAR_VALUE,DATE_VALUE FROM SYSTEM.PRODUCT_P 10967007256268736959 
    a2dk8bdn0ujx7 select * from emp 700177765344094 
    bc26hcc8td76f select * from emp where empno=1457 16946033956547040230 
    cw6vxf0kbz3v1 SELECT CHAR_VALUE FROM SYSTEM.PRODUCT_PRIVS WHERE (UPPER('SQL*Plus') LIKE UPPE 182014318798706267 
    d6vwqbw6r2ffk SELECT USER FROM DUAL 173722952071979402 
    d8fw5smyjva0b select * from emp where empno=1460 and ENAME='scott' 174457010293030006 
    dyk4dprp70d74 SELECT DECODE('A','A','1','2') FROM DUAL 18467285774923075 
    g4y6nw3tts7cc BEGIN DBMS_APPLICATION_INFO.SET_MODULE(:1,NULL); END; 0 
    10 rows selected.

    这里我们看到literal sql没有被采集进来,我们实现了游标采集的过滤。

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