• Oracle 12c In Memory Option初探


    前情提要:

    Oracle OpenWorld 2013中Larry Ellison爆料的Oracle新特性:Oracle In Memory Database Option

    1. 这个新特性将随着12.1.0.2发布;

    2. In memory database option不会取代TimesTen(以下简称TT),因为这是两种层面的产品,TT还是会架在DB层之前,和应用紧密相连,为应用提供缓存,in memory database option在DB层,可以做到高可用如RAC,DG等一些TT无法实现的架构。另外同样道理,in memory database option也不会替代Exalytics;

    3.In memory database option引入了列存储

    4.Oracle In-Memory Columnar Compression,提供2倍到10倍的压缩率;

    5.显著增快SQL的全表扫描处理速度, 全表扫描将增快10~100倍,基于CPU的最大数据处理速度,对于简单扫描可以每秒扫描10亿行数据;  对于简单的连接过滤谓词最终选出少量数据行的达到每秒1亿条每秒;

    6.显著增快事务处理,DML操作-单行DML和批量DML都将运行地更快; 单行的处理收益主要来源于降低10倍的索引维护;

    7.100%的应用程序透明。类似于OLTP压缩,主要的优势在于对于应用而言完全透明。所有的其他ORACLE特性均将可以与in-memory option一起工作,包括partitioning, indexes, text indexes,而没有明确的数据类型或者存储类型限制。

    最近,Oracle12.1.0.2发布了,下载地址:

    http://www.oracle.com/technetwork/database/enterprise-edition/downloads/index.html?ssSourceSiteId=ocomen

    目前只有Linux和Solaris版本。

    安装Linux虚拟机和Oracle12.0.1.2,参考以下链接(在此非常感谢潇湘隐者):

    http://www.cnblogs.com/kerrycode/archive/2013/09/13/3319958.html

    环境Ready后,研究下Oracle 官方的技术说明:

    http://www.oracle.com/technetwork/database/in-memory/overview/twp-oracle-database-in-memory-2245633.html

    大致整理了下:

    1.Row Format vs. Column Format

    Oracle Database In-Memory (Database In-Memory) provides the best of both worlds by allowing data
    to be simultaneously populated in both an in-memory row format (the buffer cache) and a new inmemory
    column format.

    Note that the dual-format architecture does not double memory requirements. The in-memory
    column format should be sized to accommodate the objects that must be stored in memory, but the
    buffer cache has been optimized for decades to run effectively with a much smaller size than the size
    of the database. In practice it is expected that the dual-format architecture will impose less than a 20%
    overhead in terms of total memory requirements. This is a small price to pay for optimal performance
    at all times for all workloads.

    同时支持Row Format vs. Column Format,内存使用没有翻倍。

    2.The In-Memory Column Store

    Database In-Memory uses an In-Memory column store (IM column store), which is a new component
    of the Oracle Database System Global Area (SGA), called the In-Memory Area. Data in the IM column
    store does not reside in the traditional row format used by the Oracle Database; instead it uses a new
    column format. The IM column store does not replace the buffer cache, but acts as a supplement, so
    that data can now be stored in memory in both a row and a column format.
    The In-Memory area is a static pool within the SGA, whose size is controlled by the initialization
    parameter INMEMORY_SIZE (default 0). The current size of the In-Memory area is visible in V$SGA. As
    a static pool, any changes to the INMEMORY_SIZE parameter will not take effect until the database
    instance is restarted. It is also not impacted or controlled by Automatic Memory Management (AMM).
    The In-Memory area must have a minimum size of 100MB.
    The In-Memory area is sub-divided into two pools: a 1MB pool used to store the actual column
    formatted data populated into memory, and a 64K pool used to store metadata about the objects that
    are populated into the IM column store. The amount of available memory in each pool is visible in the
    V$INMEMORY_AREA view. The relative size of the two pools is determined by internal heuristics, the
    majority of the In-Memory area memory is allocated to the 1MB pool.

    SGA区增加了一个新组件:In-Memory Area,静态池,大小通过参数InMemory_Size(默认0)控制,修改后必须重启数据库生效。

    最小值100M,其内部包含两个池:

       1MB pool :存储内存中实际的列格式数据

       64K pool:内存列存储涉及对象的元数据MetaData

    3. Populating The In-Memory Column Store  添加到内存列存储

    Database In-Memory adds a new INMEMORY attribute for tables and materialized views. Only objects with the
    INMEMORY attribute are populated into the IM column store. The INMEMORY attribute can be
    specified on a tablespace, table, (sub)partition, or materialized view.

    增加INMEMORY选项,支持表空间、表、分区、物化视图

    1.表空间级别设置INMEMORY,表空间下所有新的表、物化视图将被加载到内存列存储中。

    If it is enabled at the tablespace
    Oracle Database In-Memory option 5 level, then all new tables and materialized views in the tablespace will be enabled for the IM column
    store by default.
    ALTER TABLESPACE ts_data INMEMORY;

    2. 表级别设置INMEMORY,支持排除指定的列、支持表的分区

    ALTER TABLE sales INMEMORY;

    ALTER TABLE sales INMEMORY NO INMEMORY(prod_id);

    for a partitioned table, all of the table's partitions inherit the in-memory attribute but it’s
    possible to populate just a subset of the partitions or sub-partitions.

    ALTER TABLE sales MODIFY PARTITION SALES_Q1_1998 NO INMEMORY;

    3.支持内存加载优先级配置

    ALTER TABLE customers INMEMORY PRIORITY CRITICAL;

    4.同时还有一些限制,不是所有的表都可以加载到内存列存储中

        Sys用户、Systemn、SysAux表空间下的对象不能使用INMEMORY选项,

        索引组织表、聚集表不能使用INMEMORY选项

        不支持的数据类型:LONGS (deprecated since Oracle Database 8i);   Out of line LOBS

        同时对象如果小于64K,考虑到内存空间消耗,将不会加载到内存列存储中。

    5. In-Memory Compression 内存压缩

    然后本文第二大部分:基于上述特性,进行了实际业务数据测试。

    从上述测试的情况看,虽然是虚拟机环境,但是测试了多次。

    从测试结果看,大批量Insert和Update的性能有所下降,大批量Delete性能有所提升,查询性能提升还是非常明显,如果内存足够,估计会再有提高。

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  • 原文地址:https://www.cnblogs.com/tianqing/p/3895898.html
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