search
HomeDatabaseMysql Tutorialmysqlexplain:innerjoinanalysis;<eq_ref)betterthan&_MySQL

MySQLexplain

bitsCN.com explain
select t.order_sn, t.cust_code, ti.tms_order_other_info_id, sp.province_name, sc.city_name, sr.region_name, st.town_name, t.buyer_address
from tms_order t inner join tms_order_other_info ti on t.tms_order_id=ti.tms_order_id
inner join crm_cust c on t.cust_code=c.cust_code
left join sb_province sp on t.buyer_state=sp.province_code
inner join sb_city sc on t.buyer_city=sc.city_code
inner join sb_region sr on t.buyer_area_id=sr.region_code
left join sb_town st on t.buy_town = st.town_code
where t.created_office = 'VIP_NH' and c.created_office='VIP_NH'
#and (t.cust_code='NHLDP053' or 'NHLDP053' = '' )
and t.is_autopicked in (1, 3)
and t.order_sub_type = 11
and t.order_status in (1,2)
and t.cust_code is not null
and t.add_time > date_sub(now(),interval 10 day)
and c.is_showpoint = 1 and ifnull(ti.has_matchpoint, 0) = 0

order by t.cust_code, t.created_dtm_loc limit 500

/

上面的tms_order等表,是千万级数量数据.

上面的执行效率正常,执行计划也正常,

而把left join sb_province sp 换成 inner join sb_province sp 后:: 效率就直线下降

explain
select t.order_sn, t.cust_code, ti.tms_order_other_info_id, sp.province_name, sc.city_name, sr.region_name, st.town_name, t.buyer_address
from tms_order t inner join tms_order_other_info ti on t.tms_order_id=ti.tms_order_id
inner join crm_cust c on t.cust_code=c.cust_code
inner join sb_province sp on t.buyer_state=sp.province_code
inner join sb_city sc on t.buyer_city=sc.city_code
inner join sb_region sr on t.buyer_area_id=sr.region_code
left join sb_town st on t.buy_town = st.town_code
where t.created_office = 'VIP_NH' and c.created_office='VIP_NH'
#and (t.cust_code='NHLDP053' or 'NHLDP053' = '' )
and t.is_autopicked in (1, 3)
and t.order_sub_type = 11
and t.order_status in (1,2)
and t.cust_code is not null
and t.add_time > date_sub(now(),interval 10 day)
and c.is_showpoint = 1 and ifnull(ti.has_matchpoint, 0) = 0
order by t.cust_code, t.created_dtm_loc limit 500

/

sp表的type就变成ALL了,并且执行效率直线下降,why?????

是因为inner join的方式 ,优化会执行的过程是这样的:

->先range analysis 分析所有表的大概记录数,其中sp表是几十行数量级的也就是最小的,它就会作为距动表,放在最左边,决定了sp表的顺序

->计算全表扫描与使用索引的IO成本,决定sp表的访问方式,是用不用索引,用什么类型的索引,在这里它是用ref索引,

->根据这个排序,穷举分析他们的执行计划成本,可见sp表数据太小,先join它成本是最小的,(也可以理解为优化器在inner join中一般不用数据量太小的表的索引)

另外:

发现除了st表使用eq_ref索引,其他的表却使用ref索引, 就是说,st表的扫描比其他表的快...why???

是因为,sp表所引用的索引,它是一个uniqe key,

(eq_ref:从该表中会有一行记录被读取出来以和从前一个表中读取出来的记录做联合。)

(ref: 该表中所有符合检索值的记录都会被取出来和从上一个表中取出来的记录作联合。)

(ref_or_null: 这种连接类型类似 ref,不同的是mysql会在检索的时候额外的搜索包含null 值的记录。这种连接类型的优化是从mysql4.1.1开始的,它经常用于子查询。)

效率 eq_ref > ref > ref_or_null

bitsCN.com
Statement
The content of this article is voluntarily contributed by netizens, and the copyright belongs to the original author. This site does not assume corresponding legal responsibility. If you find any content suspected of plagiarism or infringement, please contact admin@php.cn
MySQL String Types: Storage, Performance, and Best PracticesMySQL String Types: Storage, Performance, and Best PracticesMay 10, 2025 am 12:02 AM

MySQLstringtypesimpactstorageandperformanceasfollows:1)CHARisfixed-length,alwaysusingthesamestoragespace,whichcanbefasterbutlessspace-efficient.2)VARCHARisvariable-length,morespace-efficientbutpotentiallyslower.3)TEXTisforlargetext,storedoutsiderows,

Understanding MySQL String Types: VARCHAR, TEXT, CHAR, and MoreUnderstanding MySQL String Types: VARCHAR, TEXT, CHAR, and MoreMay 10, 2025 am 12:02 AM

MySQLstringtypesincludeVARCHAR,TEXT,CHAR,ENUM,andSET.1)VARCHARisversatileforvariable-lengthstringsuptoaspecifiedlimit.2)TEXTisidealforlargetextstoragewithoutadefinedlength.3)CHARisfixed-length,suitableforconsistentdatalikecodes.4)ENUMenforcesdatainte

What are the String Data Types in MySQL?What are the String Data Types in MySQL?May 10, 2025 am 12:01 AM

MySQLoffersvariousstringdatatypes:1)CHARforfixed-lengthstrings,2)VARCHARforvariable-lengthtext,3)BINARYandVARBINARYforbinarydata,4)BLOBandTEXTforlargedata,and5)ENUMandSETforcontrolledinput.Eachtypehasspecificusesandperformancecharacteristics,sochoose

How to Grant Permissions to New MySQL UsersHow to Grant Permissions to New MySQL UsersMay 09, 2025 am 12:16 AM

TograntpermissionstonewMySQLusers,followthesesteps:1)AccessMySQLasauserwithsufficientprivileges,2)CreateanewuserwiththeCREATEUSERcommand,3)UsetheGRANTcommandtospecifypermissionslikeSELECT,INSERT,UPDATE,orALLPRIVILEGESonspecificdatabasesortables,and4)

How to Add Users in MySQL: A Step-by-Step GuideHow to Add Users in MySQL: A Step-by-Step GuideMay 09, 2025 am 12:14 AM

ToaddusersinMySQLeffectivelyandsecurely,followthesesteps:1)UsetheCREATEUSERstatementtoaddanewuser,specifyingthehostandastrongpassword.2)GrantnecessaryprivilegesusingtheGRANTstatement,adheringtotheprincipleofleastprivilege.3)Implementsecuritymeasuresl

MySQL: Adding a new user with complex permissionsMySQL: Adding a new user with complex permissionsMay 09, 2025 am 12:09 AM

ToaddanewuserwithcomplexpermissionsinMySQL,followthesesteps:1)CreatetheuserwithCREATEUSER'newuser'@'localhost'IDENTIFIEDBY'password';.2)Grantreadaccesstoalltablesin'mydatabase'withGRANTSELECTONmydatabase.TO'newuser'@'localhost';.3)Grantwriteaccessto'

MySQL: String Data Types and CollationsMySQL: String Data Types and CollationsMay 09, 2025 am 12:08 AM

The string data types in MySQL include CHAR, VARCHAR, BINARY, VARBINARY, BLOB, and TEXT. The collations determine the comparison and sorting of strings. 1.CHAR is suitable for fixed-length strings, VARCHAR is suitable for variable-length strings. 2.BINARY and VARBINARY are used for binary data, and BLOB and TEXT are used for large object data. 3. Sorting rules such as utf8mb4_unicode_ci ignores upper and lower case and is suitable for user names; utf8mb4_bin is case sensitive and is suitable for fields that require precise comparison.

MySQL: What length should I use for VARCHARs?MySQL: What length should I use for VARCHARs?May 09, 2025 am 12:06 AM

The best MySQLVARCHAR column length selection should be based on data analysis, consider future growth, evaluate performance impacts, and character set requirements. 1) Analyze the data to determine typical lengths; 2) Reserve future expansion space; 3) Pay attention to the impact of large lengths on performance; 4) Consider the impact of character sets on storage. Through these steps, the efficiency and scalability of the database can be optimized.

See all articles

Hot AI Tools

Undresser.AI Undress

Undresser.AI Undress

AI-powered app for creating realistic nude photos

AI Clothes Remover

AI Clothes Remover

Online AI tool for removing clothes from photos.

Undress AI Tool

Undress AI Tool

Undress images for free

Clothoff.io

Clothoff.io

AI clothes remover

Video Face Swap

Video Face Swap

Swap faces in any video effortlessly with our completely free AI face swap tool!

Hot Tools

DVWA

DVWA

Damn Vulnerable Web App (DVWA) is a PHP/MySQL web application that is very vulnerable. Its main goals are to be an aid for security professionals to test their skills and tools in a legal environment, to help web developers better understand the process of securing web applications, and to help teachers/students teach/learn in a classroom environment Web application security. The goal of DVWA is to practice some of the most common web vulnerabilities through a simple and straightforward interface, with varying degrees of difficulty. Please note that this software

VSCode Windows 64-bit Download

VSCode Windows 64-bit Download

A free and powerful IDE editor launched by Microsoft

Notepad++7.3.1

Notepad++7.3.1

Easy-to-use and free code editor

Atom editor mac version download

Atom editor mac version download

The most popular open source editor

SAP NetWeaver Server Adapter for Eclipse

SAP NetWeaver Server Adapter for Eclipse

Integrate Eclipse with SAP NetWeaver application server.