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2025-02-24 Update From: SLTechnology News&Howtos shulou NAV: SLTechnology News&Howtos > Database >
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A database design specification
1 naming convention
All database object names must be separated by lowercase letters and underscores
Object names prohibit the use of MySQL reserved keywords
Naming should be no more than 32 bytes.
Temporary tables must have a tmp prefix and date suffix
Backup database table bak prefix date suffix
All column names and types that store the same data must be the same
2 basic design specification of database
All tables must use the innodb engine
Database and table character sets agree to use utf8 (full storage in Chinese can use gbk or gbk2312)
All tables and fields are annotated with comment
Maintain the data dictionary from the very beginning
It is recommended that the amount of data in a single table should be controlled within 5 million as far as possible.
Use MySQL partitioned tables with caution
Try to separate hot and cold data to reduce the width of the table.
Prohibit the establishment of reserved fields in the table
It is prohibited to store binary data such as picture files in the database
It is forbidden to do stress testing of databases online.
It is forbidden to connect to the database of the production environment from the development environment test environment
3 Index design specification
Limit the number of indexes per table. It is recommended that there are no more than 5 indexes per table.
Each innodb table must have a primary key. Column primary keys that are not updated frequently are not suitable for leaving more primary keys.
Common index retention recommendations: columns in where clauses in select update delete statements
Fields contained in order by, group by distinct
Associated columns for multi-table joins
How to select the order of index columns:
The most differentiated column is placed on the far left of the federated index (choose the primary key as much as possible)
The columns with small fields are placed on the far left of the federated index
The most frequently used columns are placed on the left side of the federated index
Foreign key constraints are not recommended, but must be indexed on the associated keys between tables
4 database field design specification
Limited selection of the smallest data type that meets storage needs
For example, numeric type storage for string conversion
Unsigned × × × is used to store non-negative data (unsigned int)
Avoid using text blob enum types
Try to define the column as not null
Use large datetime or timestamp types to store time
Finance-related amount data must use the decimal type
5 Database sql development specification
It is recommended to use precompiled statements for database operation.
Avoid using double% query conditions such as like% w%
Future extensions should be considered
Program connection
Prohibit the use of select *
Avoid using subqueries that can be converted to join operations
Avoid using join to associate too many tables. It is recommended that there be no more than 5.
Reduce the number of interactions with the database
Obviously there will be no duplicate value is to use union all instead of union
Split a complex large sql into multiple small sql
6. Database operation behavior specification
Batch operations of more than 1 million lines need to be carried out in batches for many times.
Use pt-online-schema-change to modify the table structure for large tables
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