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标签归档:In Memory
在ORACLE 12C RAC中使用in memory特性请注意parallel_degree_policy和parallel_force_local参数
在12C RAC的in memory测试中由于未正确启用并行,导致测试结果flush buffer cache后,总是出现大量并行,通过ORACLE 各方努力最终确定是由于parallel_degree_policy=AUTO和parallel_force_local=false开始未设置正确导致.在rac中需要imdb的朋友请注意这两个参数.
设置表存放中inmemory
SQL> alter table CHF.XIFENFEI_888 inmemory; Table altered. SQL> set autot on SQL> select /*+full(t)*/ count(*) from CHF.XIFENFEI_888 t; COUNT(*) ---------- 16883988 Execution Plan ---------------------------------------------------------- Plan hash value: 1642441725 --------------------------------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | TQ |IN-OUT| PQ Distrib | --------------------------------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 2566 (8)| 00:00:01 | | | | | 1 | SORT AGGREGATE | | 1 | | | | | | | 2 | PX COORDINATOR | | | | | | | | | 3 | PX SEND QC (RANDOM) | :TQ10000 | 1 | | | Q1,00 | P->S | QC (RAND) | | 4 | SORT AGGREGATE | | 1 | | | Q1,00 | PCWP | | | 5 | PX BLOCK ITERATOR | | 16M| 2566 (8)| 00:00:01 | Q1,00 | PCWC | | | 6 | TABLE ACCESS INMEMORY FULL| XIFENFEI_888 | 16M| 2566 (8)| 00:00:01 | Q1,00 | PCWP | | --------------------------------------------------------------------------------------------------------------------- Note ----- - automatic DOP: Computed Degree of Parallelism is 2 - parallel scans affinitized for inmemory Statistics ---------------------------------------------------------- 213 recursive calls 0 db block gets 435058 consistent gets 40 physical reads 61180 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 5 sorts (memory) 0 sorts (disk) 1 rows processed SQL> set autot off SQL> select * from gv$im_segments where owner='CHF' and segment_name='XIFENFEI_888'; no rows selected SQL> select * from gv$im_segments where owner='CHF' and segment_name='XIFENFEI_888'; INST_ID OWNER SEGMENT_NAME PARTI SEGME TABLESPACE_NAME INMEMORY_SIZE BYTES BYTES_NOT_POPULATED POPULATE_ INMEMORY INMEMORY_DISTRI INMEMORY_DUPL INMEMORY_COMPRESS CON_ID ------- ----- --------------- ----- ----- --------------- ------------- ------------ ------------------- --------- -------- --------------- ------------- ----------------- ------ 1 CHF XIFENFEI_888 TABLE CHF_DATA 469827584 3571449856 2853101568 STARTED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 2 CHF XIFENFEI_888 TABLE CHF_DATA 332267520 3571449856 3040182272 STARTED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 SQL> select * from gv$im_segments where owner='CHF' and segment_name='XIFENFEI_888'; INST_ID OWNER SEGMENT_NAME PARTI SEGME TABLESPACE_NAME INMEMORY_SIZE BYTES BYTES_NOT_POPULATED POPULATE_ INMEMORY INMEMORY_DISTRI INMEMORY_DUPL INMEMORY_COMPRESS CON_ID ------- ----- --------------- ----- ----- --------------- ------------- ------------ ------------------- --------- -------- --------------- ------------- ----------------- ------ 1 CHF XIFENFEI_888 TABLE CHF_DATA 1510211584 3571449856 1444610048 COMPLETED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 2 CHF XIFENFEI_888 TABLE CHF_DATA 1068433408 3571449856 2058321920 COMPLETED NONE AUTO NO DUPLICATE FOR QUERY LOW 0
这里可以看到表加载到inmemory需要时间,不是全表扫描一遍之后里面全表载入到in memory中.
查看执行计划确实走inmemory
SQL> set autot on SQL> select /*+full(t)*/ count(*) from CHF.XIFENFEI_888 t; COUNT(*) ---------- 16883988 Execution Plan ---------------------------------------------------------- Plan hash value: 1642441725 --------------------------------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | TQ |IN-OUT| PQ Distrib | --------------------------------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 18629 (1)| 00:00:01 | | | | | 1 | SORT AGGREGATE | | 1 | | | | | | | 2 | PX COORDINATOR | | | | | | | | | 3 | PX SEND QC (RANDOM) | :TQ10000 | 1 | | | Q1,00 | P->S | QC (RAND) | | 4 | SORT AGGREGATE | | 1 | | | Q1,00 | PCWP | | | 5 | PX BLOCK ITERATOR | | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWC | | | 6 | TABLE ACCESS INMEMORY FULL| XIFENFEI_888 | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWP | | --------------------------------------------------------------------------------------------------------------------- Note ----- - automatic DOP: Computed Degree of Parallelism is 2 - parallel scans affinitized for inmemory Statistics ---------------------------------------------------------- 6 recursive calls 0 db block gets 177415 consistent gets 0 physical reads 23484 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed
flush buffer cache后,inmemory执行计划中出现大量物理读
SQL> set autot off SQL> alter system flush buffer_cache; System altered. SQL> / System altered. SQL> select * from gv$im_segments where owner='CHF' and segment_name='XIFENFEI_888'; INST_ID OWNER SEGMENT_NAME PARTI SEGME TABLESPACE_NAME INMEMORY_SIZE BYTES BYTES_NOT_POPULATED POPULATE_ INMEMORY INMEMORY_DISTRI INMEMORY_DUPL INMEMORY_COMPRESS CON_ID ------- ----- --------------- ----- ----- --------------- ------------- ------------ ------------------- --------- -------- --------------- ------------- ----------------- ------ 1 CHF XIFENFEI_888 TABLE CHF_DATA 1510211584 3571449856 1444610048 COMPLETED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 2 CHF XIFENFEI_888 TABLE CHF_DATA 1068433408 3571449856 2058321920 COMPLETED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 SQL> set autot on SQL> select /*+full(t)*/ count(*) from CHF.XIFENFEI_888 t; COUNT(*) ---------- 16883988 Execution Plan ---------------------------------------------------------- Plan hash value: 1642441725 --------------------------------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | TQ |IN-OUT| PQ Distrib | --------------------------------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 18629 (1)| 00:00:01 | | | | | 1 | SORT AGGREGATE | | 1 | | | | | | | 2 | PX COORDINATOR | | | | | | | | | 3 | PX SEND QC (RANDOM) | :TQ10000 | 1 | | | Q1,00 | P->S | QC (RAND) | | 4 | SORT AGGREGATE | | 1 | | | Q1,00 | PCWP | | | 5 | PX BLOCK ITERATOR | | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWC | | | 6 | TABLE ACCESS INMEMORY FULL| XIFENFEI_888 | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWP | | --------------------------------------------------------------------------------------------------------------------- Note ----- - automatic DOP: Computed Degree of Parallelism is 2 - parallel scans affinitized for inmemory Statistics ---------------------------------------------------------- 6 recursive calls 0 db block gets 177413 consistent gets 176358 physical reads 23456 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed SQL> set autot off
再次查询物理读消失
SQL> set autot on SQL> select /*+full(t)*/ count(*) from CHF.XIFENFEI_888 t; COUNT(*) ---------- 16883988 Execution Plan ---------------------------------------------------------- Plan hash value: 1642441725 --------------------------------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | TQ |IN-OUT| PQ Distrib | --------------------------------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 18629 (1)| 00:00:01 | | | | | 1 | SORT AGGREGATE | | 1 | | | | | | | 2 | PX COORDINATOR | | | | | | | | | 3 | PX SEND QC (RANDOM) | :TQ10000 | 1 | | | Q1,00 | P->S | QC (RAND) | | 4 | SORT AGGREGATE | | 1 | | | Q1,00 | PCWP | | | 5 | PX BLOCK ITERATOR | | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWC | | | 6 | TABLE ACCESS INMEMORY FULL| XIFENFEI_888 | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWP | | --------------------------------------------------------------------------------------------------------------------- Note ----- - automatic DOP: Computed Degree of Parallelism is 2 - parallel scans affinitized for inmemory Statistics ---------------------------------------------------------- 6 recursive calls 0 db block gets 177414 consistent gets 0 physical reads 23448 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed SQL> set autot off
这里有奇怪点,启用inmemory之后,flush buffer cache后,物理读非常大(基本上和逻辑读一样),不符合常理,因为inmemory和buffer cache是两个独立的东西,就算是flush buffer cache,也不应该导致in memory内的东西失效(而且从v$im_segments中查询是正常的),对于该问题百思不得其解,最后只好寻求inmemory邮件组和GCS帮忙.最终是由于并行相关参数配置导致该问题
SQL> alter system set parallel_force_local=false sid='*'; System altered. SQL> alter system set parallel_degree_policy=AUTO sid='*'; System altered.
修改parallel_force_local和parallel_degree_policy后继续测试
SQL> select * from gv$im_segments where owner='CHF' and segment_name='XIFENFEI_888'; INST_ID OWNER SEGMENT_NAME PARTI SEGME TABLESPACE_NAME INMEMORY_SIZE BYTES BYTES_NOT_POPULATED POPULATE_ INMEMORY INMEMORY_DISTRI INMEMORY_DUPL INMEMORY_COMPRESS CON_ID ------- ----- --------------- ----- ----- --------------- ------------- ------------ ------------------- --------- -------- --------------- ------------- ----------------- ------ 1 CHF XIFENFEI_888 TABLE RPT_DATA 1510211584 3571449856 1444610048 COMPLETED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 2 CHF XIFENFEI_888 TABLE RPT_DATA 1069481984 3571449856 2058321920 COMPLETED NONE AUTO NO DUPLICATE FOR QUERY LOW 0 SQL> set autot on SQL> select /*+full(t)*/ count(*) from CHF.XIFENFEI_888 t; set autot off COUNT(*) ---------- 16883988 Execution Plan ---------------------------------------------------------- Plan hash value: 1642441725 --------------------------------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | TQ |IN-OUT| PQ Distrib | --------------------------------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 18629 (1)| 00:00:01 | | | | | 1 | SORT AGGREGATE | | 1 | | | | | | | 2 | PX COORDINATOR | | | | | | | | | 3 | PX SEND QC (RANDOM) | :TQ10000 | 1 | | | Q1,00 | P->S | QC (RAND) | | 4 | SORT AGGREGATE | | 1 | | | Q1,00 | PCWP | | | 5 | PX BLOCK ITERATOR | | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWC | | | 6 | TABLE ACCESS INMEMORY FULL| XIFENFEI_888 | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWP | | --------------------------------------------------------------------------------------------------------------------- Note ----- - automatic DOP: Computed Degree of Parallelism is 2 - parallel scans affinitized for inmemory Statistics ---------------------------------------------------------- 6 recursive calls 0 db block gets 776 consistent gets 0 physical reads 0 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed SQL> alter system flush buffer_cache 2 ; System altered. SQL> / System altered. SQL> SQL> set autot on select /*+full(t)*/ count(*) from CHF.XIFENFEI_888 t; set autot off SQL> COUNT(*) ---------- 16883988 Execution Plan ---------------------------------------------------------- Plan hash value: 1642441725 --------------------------------------------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | TQ |IN-OUT| PQ Distrib | --------------------------------------------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 18629 (1)| 00:00:01 | | | | | 1 | SORT AGGREGATE | | 1 | | | | | | | 2 | PX COORDINATOR | | | | | | | | | 3 | PX SEND QC (RANDOM) | :TQ10000 | 1 | | | Q1,00 | P->S | QC (RAND) | | 4 | SORT AGGREGATE | | 1 | | | Q1,00 | PCWP | | | 5 | PX BLOCK ITERATOR | | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWC | | | 6 | TABLE ACCESS INMEMORY FULL| XIFENFEI_888 | 16M| 18629 (1)| 00:00:01 | Q1,00 | PCWP | | --------------------------------------------------------------------------------------------------------------------- Note ----- - automatic DOP: Computed Degree of Parallelism is 2 - parallel scans affinitized for inmemory Statistics ---------------------------------------------------------- 6 recursive calls 0 db block gets 776 consistent gets 2 physical reads 0 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed SQL> spool off
通过测试证明,在RAC环境中,如果要使用IN MEMORY特性,需要设置parallel_degree_policy=AUTO和parallel_force_local=false之后,才能够真正意义上的启动IM特性,不然只是执行计划中的启用,可能是假象
对于IN Memory Option 部分细节测试—主要当inmemory_size不足之时
本文对于IMDB的几个特性进行了具体测试:
1. 压缩级别和压缩率(具体也需要具体测试),本实验仅提供参考
2. 对于IM空间不足已经存在的对象和加入新对象的现象
3. 对于PRIORITY级别进行了简单测试
数据库基本配置信息
SQL> select * from v$version; BANNER CON_ID -------------------------------------------------------------------------------- ---------- Oracle Database 12c Enterprise Edition Release 12.1.0.2.0 - 64bit Production 0 PL/SQL Release 12.1.0.2.0 - Production 0 CORE 12.1.0.2.0 Production 0 TNS for 64-bit Windows: Version 12.1.0.2.0 - Production 0 NLSRTL Version 12.1.0.2.0 - Production 0 SQL> show parameter inmemory; NAME TYPE VALUE ------------------------------------ ----------- ------------------------------ inmemory_clause_default string inmemory_force string DEFAULT inmemory_max_populate_servers integer 2 inmemory_query string ENABLE inmemory_size big integer 100M inmemory_trickle_repopulate_servers_ integer 1 percent optimizer_inmemory_aware boolean TRUE
数据库版本12.1.0.2,inmemory_size配置为100M
准备测试环境
SQL> create tablespace inmemory datafile 'D:\APP\FFCHENG\ORADATA\XFF\PDB\in_memory01.dbf' 2 size 100m autoextend on next 4m maxsize 10g; 表空间已创建。 SQL> create user chf identified by xifenfei; 用户已创建。 SQL> grant dba to chf; 授权成功。 SQL> alter user chf default tablespace inmemory; 用户已更改。 SQL> create table chf.t_inmemory1 as select * from dba_objects; 表已创建。
创建测试表空间,用户,测试表
测试压缩级别
SQL> alter table chf.t_inmemory1 inmemory NO MEMCOMPRESS; 表已更改。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; 未选定行 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 10616832 NONE NO MEMCOMPRESS --NO MEMCOMPRESS 压缩比例非常小,基本上不压缩 SQL> alter table chf.t_inmemory1 no inmemory ; 表已更改。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; 未选定行 SQL> alter table chf.t_inmemory1 inmemory MEMCOMPRESS FOR DML 2 ; 表已更改。 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 10616832 NONE FOR DML --FOR DML 压缩比例非常小,基本上不压缩和NO MEMCOMPRESS在压缩效果上类似 SQL> alter table chf.t_inmemory1 no inmemory ; 表已更改。 SQL> alter table chf.t_inmemory1 inmemory MEMCOMPRESS FOR QUERY LOW; 表已更改。 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 4325376 NONE FOR QUERY LOW -- FOR QUERY LOW为默认压缩级别,这里看压缩比例在3:1左右,具体取决于数据 SQL> alter table chf.t_inmemory1 no inmemory ; 表已更改。 SQL> alter table chf.t_inmemory1 inmemory MEMCOMPRESS FOR QUERY HIGH; 表已更改。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; 未选定行 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 3276800 NONE FOR QUERY HIGH -- FOR QUERY HIGH,这里看压缩比例在4:1左右,具体取决于数据 SQL> alter table chf.t_inmemory1 no inmemory ; 表已更改。 SQL> alter table chf.t_inmemory1 inmemory MEMCOMPRESS FOR CAPACITY LOW; 表已更改。 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 2228224 NONE FOR CAPACITY LOW -- FOR CAPACITY LOW,这里看压缩比例在6:1左右,具体取决于数据 SQL> alter table chf.t_inmemory1 no inmemory ; 表已更改。 SQL> alter table chf.t_inmemory1 inmemory MEMCOMPRESS FOR CAPACITY HIGH; 表已更改。 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 131072 NONE FOR CAPACITY HIGH -- FOR CAPACITY HIGH,这里看压缩比例在10:1左右,具体取决于数据
这里可以看出来,压缩效果确实如Oracle所描述,级别越高压缩效果越好.
测试inmemory_size大小不足之时
SQL> alter table chf.t_inmemory1 inmemory no MEMCOMPRESS; 表已更改。 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 91040 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 13631488 10616832 NONE NO MEMCOMPRESS --dml插入数据,不再次查询数据,v$im_segments.inmemory_size不发生改变(这个是bug还是设计考虑??) SQL> insert into chf.t_inmemory1 select * from chf.t_inmemory1; 已创建 91040 行。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 26214400 10616832 NONE NO MEMCOMPRESS SQL> commit; 提交完成。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 26214400 10616832 NONE NO MEMCOMPRESS SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 182080 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 26214400 22282240 NONE NO MEMCOMPRESS SQL> insert into chf.t_inmemory1 select * from chf.t_inmemory1; 已创建 182080 行。 SQL> commit; 提交完成。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 51380224 22282240 NONE NO MEMCOMPRESS --通过10046证明,虽然v$im_segments.inmemory_size值未及时更新,但是IMDB是生效的 SQL> oradebug setmypid 已处理的语句 SQL> alter session set db_file_multiblocK_read_count=1; 会话已更改。 SQL> oradebug EVENT 10046 TRACE NAME CONTEXT FOREVER, LEVEL 12 已处理的语句 SQL> oradebug TRACEFILE_NAME D:\APP\FFCHENG\diag\rdbms\xff\xff\trace\xff_ora_7604.trc SQL> SELECT COUNT(object_id) FROM chf.t_inmemory1; COUNT(OBJECT_ID) ---------------- 364156 SQL> oradebug EVENT 10046 trace name context off 已处理的语句 PARSING IN CURSOR #455134016 len=44 dep=0 uid=0 oct=3 lid=0 tim=126773093621 hv=1133975269 ad='7ff07339500' sqlid='5909ukj1tf5r5' SELECT COUNT(object_id) FROM chf.t_inmemory1 END OF STMT PARSE #455134016:c=15600,e=3912,p=0,cr=2,cu=0,mis=1,r=0,dep=0,og=1,plh=3154396630,tim=126773093620 WAIT #455134016: nam='Disk file operations I/O' ela= 154 FileOperation=8 fileno=0 filetype=8 obj#=-1 tim=126773093926 EXEC #455134016:c=0,e=25,p=0,cr=0,cu=0,mis=0,r=0,dep=0,og=1,plh=3154396630,tim=126773094005 WAIT #455134016: nam='SQL*Net message to client' ela= 2 driver id=1111838976 #bytes=1 p3=0 obj#=-1 tim=126773094044 FETCH #455134016:c=0,e=13751,p=0,cr=3110,cu=1,mis=0,r=1,dep=0,og=1,plh=3154396630,tim=126773107829 STAT #455134016 id=1 cnt=1 pid=0 pos=1 obj=0 op='SORT AGGREGATE (cr=3110 pr=0 pw=0 time=13751 us)' STAT #455134016 id=2 cnt=364160 pid=1 pos=1 obj=91914 op='TABLE ACCESS INMEMORY FULL T_INMEMORY1 (cr=3110 pr=0 pw=0 time=5386 us cost=17 size=455200 card=91040)' WAIT #455134016: nam='SQL*Net message from client' ela= 116 driver id=1111838976 #bytes=1 p3=0 obj#=-1 tim=126773108164 FETCH #455134016:c=0,e=1,p=0,cr=0,cu=0,mis=0,r=0,dep=0,og=0,plh=3154396630,tim=126773108215 WAIT #455134016: nam='SQL*Net message to client' ela= 0 driver id=1111838976 #bytes=1 p3=0 obj#=-1 tim=126773108246 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 51380224 43384832 NONE NO MEMCOMPRESS SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 364160 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 51380224 43384832 NONE NO MEMCOMPRESS SQL> insert into chf.t_inmemory1 select * from chf.t_inmemory1; 已创建 364160 行。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 109051904 43384832 NONE NO MEMCOMPRESS SQL> commit; 提交完成。 SQL> SELECT COUNT(*) FROM chf.t_inmemory1; COUNT(*) ---------- 728320 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 109051904 43384832 NONE NO MEMCOMPRESS SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 109051904 71892992 NONE NO MEMCOMPRESS --这里可以看出来INMEMORY_SIZE已经使用了71892992,再插入一次数据,一共100M的IM肯定不够使用 SQL> insert into chf.t_inmemory1 select * from chf.t_inmemory1; 已创建 728320 行。 SQL> commit; 提交完成。 SQL> select count(object_id) from chf.t_inmemory1; COUNT(OBJECT_ID) ---------------- 1456624 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 201326592 63438848 NONE NO MEMCOMPRESS --这里现在的INMEMORY_SIZE变为了63438848小于在插入数据之前的71892992,证明IM肯定出现问题,比如已经满了, v$im_segments显示值不准确 --测试刷新buffer_cache对IM的影响 SQL> alter system flush buffer_cache; 系统已更改。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 201326592 63438848 NONE NO MEMCOMPRESS --结果证明无影响 autotrace结果 SQL> set autot trace exp stat SQL> set lines 120 SQL> pages 1000 SQL> set pages 1000 SQL> select count(*) from chf.t_inmemory1; 执行计划 ---------------------------------------------------------- Plan hash value: 3154396630 ----------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | ----------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 16 (0)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | | | | 2 | TABLE ACCESS INMEMORY FULL| T_INMEMORY1 | 91040 | 16 (0)| 00:00:01 | ----------------------------------------------------------------------------------- 统计信息 ---------------------------------------------------------- 5 recursive calls 0 db block gets 16693 consistent gets 16690 physical reads 0 redo size 546 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed 10046结果 SQL ID: 1b61dgunxftdx Plan Hash: 3154396630 select count(object_id) from chf.t_inmemory1 call count cpu elapsed disk query current rows ------- ------ -------- ---------- ---------- ---------- ---------- ---------- Parse 1 0.00 0.00 0 2 0 0 Execute 1 0.00 0.00 0 0 0 0 Fetch 2 1.26 4.14 16689 22446 0 1 ------- ------ -------- ---------- ---------- ---------- ---------- ---------- total 4 1.26 4.14 16689 22448 0 1 Misses in library cache during parse: 1 Optimizer mode: ALL_ROWS Parsing user id: SYS Number of plan statistics captured: 1 Rows (1st) Rows (avg) Rows (max) Row Source Operation ---------- ---------- ---------- --------------------------------------------------- 1 1 1 SORT AGGREGATE (cr=22446 pr=16689 pw=0 time=4144536 us) 1456640 1456640 1456640 TABLE ACCESS INMEMORY FULL T_INMEMORY1 (cr=22446 pr=16689 pw=0 time=2560999 us cost=17 size=455200 card=91040) Elapsed times include waiting on following events: Event waited on Times Max. Wait Total Waited ---------------------------------------- Waited ---------- ------------ Disk file operations I/O 1 0.00 0.00 SQL*Net message to client 2 0.00 0.00 db file sequential read 16689 0.03 3.05 SQL*Net message from client 2 5.40 5.40 --autotrace和10046都证明,当IM size不足之时,数据库未能够使用IM的特性,哪怕是部分也不能使用 --创建新对象存放IM中 SQL> create table chf.t_inmemory2 as select * from dba_objects; 表已创建。 SQL> alter table chf.t_inmemory2 inmemory; 表已更改。 SQL> select count(*) from chf.t_inmemory2; COUNT(*) ---------- 91041 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY1'; SEGMENT_NAME -------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 201326592 63438848 NONE NO MEMCOMPRESS SQL> select count(*) from chf.t_inmemory2; 执行计划 ---------------------------------------------------------- Plan hash value: 2042227318 ----------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | ----------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 16 (0)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | | | | 2 | TABLE ACCESS INMEMORY FULL| T_INMEMORY2 | 91041 | 16 (0)| 00:00:01 | ----------------------------------------------------------------------------------- 统计信息 ---------------------------------------------------------- 0 recursive calls 0 db block gets 1532 consistent gets 1530 physical reads 0 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed SQL> alter table chf.t_inmemory1 no inmemory; 表已更改。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY2'; 未选定行 SQL> set autot traceonly exp stat SQL> select count(*) from chf.t_inmemory2; 执行计划 ---------------------------------------------------------- Plan hash value: 2042227318 ----------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | ----------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 16 (0)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | | | | 2 | TABLE ACCESS INMEMORY FULL| T_INMEMORY2 | 91041 | 16 (0)| 00:00:01 | ----------------------------------------------------------------------------------- 统计信息 ---------------------------------------------------------- 57 recursive calls 0 db block gets 1565 consistent gets 1532 physical reads 0 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 5 sorts (memory) 0 sorts (disk) 1 rows processed SQL> set autot off SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION 2 from v$im_segments where segment_name = 'T_INMEMORY2'; SEGMENT_NAME ----------------------------------------------------------------------------------------- BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY2 13631488 4325376 NONE FOR QUERY LOW SQL> set autot traceonly exp stat SQL> select count(*) from chf.t_inmemory2; 执行计划 ---------------------------------------------------------- Plan hash value: 2042227318 ----------------------------------------------------------------------------------- | Id | Operation | Name | Rows | Cost (%CPU)| Time | ----------------------------------------------------------------------------------- | 0 | SELECT STATEMENT | | 1 | 53 (0)| 00:00:01 | | 1 | SORT AGGREGATE | | 1 | | | | 2 | TABLE ACCESS INMEMORY FULL| T_INMEMORY2 | 91041 | 53 (0)| 00:00:01 | ----------------------------------------------------------------------------------- 统计信息 ---------------------------------------------------------- 0 recursive calls 0 db block gets 3 consistent gets 0 physical reads 0 redo size 545 bytes sent via SQL*Net to client 552 bytes received via SQL*Net from client 2 SQL*Net roundtrips to/from client 0 sorts (memory) 0 sorts (disk) 1 rows processed --当IM已经无空闲空间之时,创建新对象在PRIORITY未提升之前,即便是设置了IM和对对象进行了访问,也无法存入IM
上述测试几个结论:
1. 随着IM中对象的增加,当INMEMORY_SIZE不足之时,v$im_segments.INMEMORY_SIZE显示不准确
2. 随着IM中对象的增加,当INMEMORY_SIZE不足之时,当IM中的对象不能全部在IM中之时,对其对象操作,会转换成传统数据库操作,
不会使用部分的IM特性,但是执行计划依然提示使用INMEMORY
3. flush buffer_cache 不影响对象的IM
4. 当IM已经无空闲空间之时,创建新对象在PRIORITY未提升之前,即便是设置了IM和对对象进行了访问,也无法存入IM,
访问依然是传统方式,但是执行计划是INMEMORY
测试PRIORITY
SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION from v$im_segments; SEGMENT_NAME ------------------------------------------------------------------------------------------------------------------------ BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 201326592 57999360 NONE NO MEMCOMPRESS SQL> alter table chf.t_inmemory2 inmemory; 表已更改。 SQL> select count(*) from chf.t_inmemory2; COUNT(*) ---------- 91041 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION from v$im_segments; SEGMENT_NAME ------------------------------------------------------------------------------------------------------------------------ BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY1 201326592 57999360 NONE NO MEMCOMPRESS SQL> alter table chf.t_inmemory1 inmemory no memcompress PRIORITY LOW; 表已更改。 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION from v$im_segments; 未选定行 SQL> select count(*) from chf.t_inmemory2; COUNT(*) ---------- 91041 SQL> select segment_name,bytes,inmemory_size,INMEMORY_PRIORITY,INMEMORY_COMPRESSION from v$im_segments; SEGMENT_NAME ------------------------------------------------------------------------------------------------------------------------ BYTES INMEMORY_SIZE INMEMORY INMEMORY_COMPRESS ---------- ------------- -------- ----------------- T_INMEMORY2 13631488 4325376 NONE FOR QUERY LOW
这里测试证明:
1. 指定PRIORITY不为none也需要访问对象后才能够放入IM中
2. 当IM不足时,PRIORITY级别高的会把级别低的对象刷出IM
特此声明:本文仅出自个人测试,得出结论,不可作为任何官方依据使用,具体环境需要具体测试
In-Memory整体汇总
本问是对于Oracle 12C中的In-Memory Column Store一个整体的汇总,具体细节知识在以后章节中展开
IM可以针对如下级别进行操作
Column
Table
Materialized view
Tablespace
Partition
可以指定In-Memory操作语句
CREATE TABLE
ALTER TABLE
CREATE TABLESPACE
ALTER TABLESPACE
CREATE MATERIALIZED VIEW
ALTER MATERIALIZED VIEW
压缩级别
优先级
对象级别操作IM
CREATE TABLE t_xifenfei ( id NUMBER(5) PRIMARY KEY, test_col VARCHAR2(15)) INMEMORY; ALTER TABLE t_xifenfei INMEMORY; ALTER TABLE t_xifenfei INMEMORY MEMCOMPRESS FOR CAPACITY LOW; ALTER TABLE t_xifenfei INMEMORY PRIORITY HIGH; ALTER TABLE t_xifenfei INMEMORY MEMCOMPRESS FOR CAPACITY HIGH PRIORITY LOW; ALTER TABLE t_xifenfei INMEMORY MEMCOMPRESS FOR QUERY ( product_id, product_name, category_id, supplier_id, min_price) INMEMORY MEMCOMPRESS FOR CAPACITY HIGH ( product_description, warranty_period, product_status, list_price) NO INMEMORY ( weight_class, catalog_url); ALTER TABLE t_xifenfei NO INMEMORY;
补充说明:列级别设置的优先级无效,优先级是表(物化视图)或者分区表级别
表空间级别操作IM
CREATE TABLESPACE xifenfie_im DATAFILE '/u02/xifenfei.dbf' SIZE 40M ONLINE DEFAULT INMEMORY; ALTER TABLESPACE xifenfie_im DEFAULT INMEMORY MEMCOMPRESS FOR CAPACITY HIGH PRIORITY LOW;
物化视图级别
CREATE MATERIALIZED VIEW oe.prod_info_mv INMEMORY AS SELECT * FROM t_xifenfei; ALTER MATERIALIZED VIEW oe.prod_info_mv INMEMORY PRIORITY HIGH;
适合使用IN-Memory操作
A query that scans a large number of rows and applies filters that use operators such as the following: =, <, >, and IN
A query that selects a small number of columns from a table or materialized view with a large number of columns,
such as a query that selects five columns from a table with 100 columns
A query that joins a small table to a large table
A query that aggregates data
不适合使用IN-Memory操作
Queries with complex predicates
Queries that select a large number of columns
Queries that return a large number of rows
Queries with multiple large table joins
IM控制参数
INMEMORY_SIZE 指定IM分配内存大小,默认值为0,如果启动该值最小为100M;如果在CDB环境中使用,CDB级别设置为整个库级别限制,PDB默认继承CDB设置,但是在实际使用中PDB中总数不能超过CDB限制
INMEMORY_FORCE 指定是否允许数据库中对象使用IM,默认是DEFAULT,即可以实现在对象级别定义INMEMORY or NO INMEMORY,如果设置为OFF 即表示表或者物化视图无法使用IM
INMEMORY_CLAUSE_DEFAULT 默认为空,和NO INMEMORY意义相同,表示创建新对象默认不启用IM,如果配置为INMEMORY,表示新创建对象默认启用IM
INMEMORY_QUERY 默认为TRUE,表示查询是否使用IM特性,设置为FALSE表示查询不使用IM特性
INMEMORY_MAX_POPULATE_SERVERS 默认和系统core一致,用途是把你的表中数据写入到IM中
INMEMORY_TRICKLE_REPOPULATE_SERVERS_PERCENT 控制IM中对象数据的重新载入的进程数,该值为INMEMORY_MAX_POPULATE_SERVERS参数的百分比
OPTIMIZER_INMEMORY_AWARE 该参数是控制优化器成本计算时是否考虑IM,默认为TRUE
impdp 操作IM
TRANSFORM=INMEMORY:y 继承IM导出对象属性
TRANSFORM=INMEMORY:n 不继承IM导出对象属性
TRANSFORM=INMEMORY_CLAUSE:string 修改IM导出对象关于IM的属性
参考文档:https://docs.oracle.com/database/121/ADMIN/memory.htm#ADMIN14257