MySQL Tutorials - Herong's Tutorial Examples - v4.46, by Herong Yang
Bulk Delete with a Simple Condition
This section provides a tutorial example on bulk deletion with a simple condition on a large table.
You can run the DELETE statement directly for a bulk deletion with a simple condition on a large table.
For example, deleting all order lines of a given product category from a large sales order database, you can use this DELETE statement to get the job done by following suggested steps below.
DELETE from OrderLines where ProductCategory = 'DAIRY';
1. Preparation on the MySQL server:
2. Drop indexes that is not needed by the DELETE statement like ProductID. This will avoid the effort maintaining those indexes during the execution of the DELETE statement. Of course, you need to re-create those indexes after the execution.
DROP INDEX ProductID on OrderLines;
3. Run some count statements. I see that we are about to delete 30% of 5,535,548 rows.
mysql> select count(*) as total from OrderLines | total | +---------+ | 5535548 | mysql> select count(*) as target from OrderLines -> where ProductCategory = 'DAIRY'; | target | +---------+ | 1664652 | mysql> select 1664652/5535548 as percent; | percent | +---------+ | 0.3007 |
4. Run the DELETE statement. The performance is not too bad.
mysql> delete from from OrderLines where ProductCategory = 'DAIRY'; Query OK, 1664652 rows affected (3 min 55.39 sec)
5. Post-change actions:
Table of Contents
MySQL Introduction and Installation
Introduction of MySQL Programs
Perl Programs and MySQL Servers
Java Programs and MySQL Servers
Character Strings and Bit Strings
Table Column Types for Different Types of Values
Using DDL to Create Tables and Indexes
Using DML to Insert, Update and Delete Records
Using SELECT to Query Database
Window Functions for Statistical Analysis
Use Index for Better Performance
Transaction Management and Isolation Levels
Defining and Calling Stored Procedures
Variables, Loops and Cursors Used in Stored Procedures
System, User-Defined and Stored Procedure Variables
Storage Engines in MySQL Server
InnoDB Storage Engine - Primary and Secondary Indexes
Performance Tuning and Optimization
General Guidelines on Bulk Changes
►Bulk Delete with a Simple Condition
Delete Records That Are Not Referenced
Reset AUTO_INCREMENT Value on Large Tables
Installing MySQL Server on Linux