Choosing Columns and Expressions to Index
A key is a column or expression on which you can build an index. Follow these guidelines for choosing keys to index:
- Consider indexing keys that are used frequently in
WHERE
clauses. - Consider indexing keys that are used frequently to join tables in SQL statements. For more information on optimizing joins, see the section "Using Hash Clusters".
- Index keys that have high selectivity. The selectivity of an index is the percentage of rows in a table having the same value for the indexed key. An index's selectivity is optimal if few rows have the same value.
Note:Oracle automatically creates indexes, or uses existing indexes, on the keys and expressions of unique and primary keys that you define with integrity constraints.
Indexing low selectivity columns can be helpful if the data distribution is skewed so that one or two values occur much less often than other values.
- Do not use standard B-tree indexes on keys or expressions with few distinct values. Such keys or expressions usually have poor selectivity and therefore do not optimize performance unless the frequently selected key values appear less frequently than the other key values. You can use bitmap indexes effectively in such cases, unless a high concurrency OLTP application is involved where the index is modified frequently.
- Do not index columns that are modified frequently.
UPDATE
statements that modify indexed columns andINSERT
andDELETE
statements that modify indexed tables take longer than if there were no index. Such SQL statements must modify data in indexes as well as data in tables. They also generate additional undo and redo. - Do not index keys that appear only in
WHERE
clauses with functions or operators. AWHERE
clause that uses a function, other thanMIN
orMAX
, or an operator with an indexed key does not make available the access path that uses the index except with function-based indexes. - Consider indexing foreign keys of referential integrity constraints in cases in which a large number of concurrent
INSERT
,UPDATE
, andDELETE
statements access the parent and child tables. Such an index allowsUPDATE
s andDELETE
s on the parent table without share locking the child table. - When choosing to index a key, consider whether the performance gain for queries is worth the performance loss for
INSERT
s,UPDATE
s, andDELETE
s and the use of the space required to store the index. You might want to experiment by comparing the processing times of the SQL statements with and without indexes. You can measure processing time with the SQL trace facility.See Also: Oracle9i Application Developer's Guide - Fundamentals for more information on the effects of foreign keys on locking
Choosing Composite Indexes
A composite index contains more than one key column. Composite indexes can provide additional advantages over single-column indexes:
- Improved selectivity
Sometimes two or more columns or expressions, each with poor selectivity, can be combined to form a composite index with higher selectivity.
- Reduced I/O
If all columns selected by a query are in a composite index, then Oracle can return these values from the index without accessing the table.
A SQL statement can use an access path involving a composite index if the statement contains constructs that use a leading portion of the index.
Note: This is no longer the case with index skip scans. See "Index Skip Scans". |
A leading portion of an index is a set of one or more columns that were specified first and consecutively in the list of columns in the CREATE
INDEX
statement that created the index. Consider this CREATE
INDEX
statement:
CREATE INDEX comp_ind
ON table1(x, y, z);
x
,xy
, andxyz
combinations of columns are leading portions of the indexyz
,y
, andz
combinations of columns are not leading portions of the index
Choosing Keys for Composite Indexes
Follow these guidelines for choosing keys for composite indexes:
- Consider creating a composite index on keys that are used together frequently in
WHERE
clause conditions combined withAND
operators, especially if their combined selectivity is better than the selectivity of either key individually. - If several queries select the same set of keys based on one or more key values, then consider creating a composite index containing all of these keys.
Of course, consider the guidelines associated with the general performance advantages and trade-offs of indexes described in the previous sections.
Ordering Keys for Composite Indexes
Follow these guidelines for ordering keys in composite indexes:
- Create the index so the keys used in
WHERE
clauses make up a leading portion. - If some keys are used in
WHERE
clauses more frequently, then be sure to create the index so that the more frequently selected keys make up a leading portion to allow the statements that use only these keys to use the index. - If all keys are used in
WHERE
clauses equally often, then ordering these keys from most selective to least selective in theCREATE
INDEX
statement best improves query performance. - If all keys are used in the
WHERE
clauses equally often but the data is physically ordered on one of the keys, then place that key first in the composite index.
Choosing Columns and Expressions to Index的更多相关文章
- pandas-07 DataFrame修改index、columns名的方法
pandas-07 DataFrame修改index.columns名的方法 一般常用的有两个方法: 1.使用DataFrame.index = [newName],DataFrame.columns ...
- pandas的.columns和.index
可以通过.columns和.index着两个属性返回数据集的列索引和行索引 设data是pandas的一个DataFram类型的数据集. 则data.index返回一个index类型的行索引列表,da ...
- MySQL: Building the best INDEX for a given SELECT
Table of Contents The ProblemAlgorithmDigressionFirst, some examplesAlgorithm, Step 1 (WHERE "c ...
- Index on DB2 for z/OS: DB2 for z/OS 的索引
可以创建在任何表上的索引: Unique Index:An index that ensures that the value in a particular column or set of col ...
- Oracle composite index column ordering
Question: I have a SQL with multiple columns in my where clause. I know that Oracle can only choos ...
- 关于分区技术的索引 index
关于分区技术---索引 Index 一. 分区索引分类: 本地前缀分区索引(local prefixedpartitioned index) 全局分区索引(global partitionedin ...
- pandas更换index,column名称
1)仅换掉index名称 df.index = list 2)调整index时,后面的项目也要跟着调整: df.reindex(list) 注意如果list中出现了df中没有的index,后面的项目会 ...
- python. pandas(series,dataframe,index) method test
python. pandas(series,dataframe,index,reindex,csv file read and write) method test import pandas as ...
- PostgreSQL执行计划:Bitmap scan VS index only scan
之前了解过postgresql的Bitmap scan,只是粗略地了解到是通过标记数据页面来实现数据检索的,执行计划中的的Bitmap scan一些细节并不十分清楚.这里借助一个执行计划来分析bitm ...
随机推荐
- 驾照理论模拟考试系统Android源码下载
驾照理论模拟考试系统Android源码下载 <ignore_js_op> 9.png (55.77 KB, 下载次数: 0) <ignore_js_op> 10.png ...
- FIR滤波器(1)- 基础知识
FIR滤波器广泛应用于数字信号处理中,主要功能就是将不感兴趣的信号滤除,留下有用信号.FIR滤波器是全零点结构,系统永远稳定:并且具有线性相位的特征,在有效频率范围内所有信号相位上不失真.在无线通信收 ...
- php保存base64数据
php保存base64数据 if(isset($param['cover_pic']) && !empty($param['cover_pic'])) { if (preg_matc ...
- DML,DDL,DCL,DQL的区别
DML 英文缩写 DML = Data Manipulation Language,数据操纵语言,命令使用户能够查询数据库以及操作已有数据库中的数据的计算机语言.具体是指是UPDATE更新.INS ...
- google查询技巧
技巧一:使用正确的方法 无论你是使用一个简单或是高级的Google搜索,在此都存在你应该使用的某种可靠的方法.遵循适当的方法你就能获得非常准确的结果:要是忽略这条建议的话,你也许就会看到大量不相关的结 ...
- Django Form的学习
django.forms 是Django处理form的库 本质上可以直接通过对HttpRequest达到同样的效果,但是django.from带来更便捷的处理方式.功能有几点 通过form类 ...
- Android Studio笔记(2)——快捷键
在朋友推荐下,上个星期黄老师我用上了Google的新黑暗工具,基于Intellij idea的新Android开发集成开发环境 ——Android Studio,用下来感觉还算不错,但作为一个ADT ...
- 爱重启的windows,伤不起
.
- Hadoop管理员的十个最佳实践(转)
前言 接触Hadoop有两年的时间了,期间遇到很多的问题,既有经典的NameNode和JobTracker内存溢出故障,也有HDFS存储小文件问题,既有任务调度问题,也有MapReduce性能问题.遇 ...
- vim中执行shell命令小结
vim中执行shell命令,有以下几种形式 1):!command 不退出vim,并执行shell命令command,将命令输出显示在vim的命令区域,不会改变当前编辑的文件的内容 例如:!ls -l ...