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- MySQL Database Data Quality Management
- To ensure and improve the data quality in MySQL database, we need to start from four aspects: design, writing, maintenance, and monitoring. 1. The appropriate data type should be used, non-empty constraints, reasonable default values and foreign key constraints should be set in the data definition stage to ensure the standardized table structure; 2. When writing data, double verification should be performed at the application layer and the database layer, and triggers should be used reasonably to prevent dirty data from entering the database; 3. Regularly clean redundant data, perform consistency checks, use tools to compare data, and do backup and recovery tests; 4. Establish a monitoring and alarm mechanism, pay attention to changes in key indicators, set threshold alarms, and combine log tools to analyze the source of problems to achieve continuous quality management.
- Mysql Tutorial . Database 179 2025-07-17 02:42:11
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- Troubleshooting MySQL Table Locking Issues
- MySQL table lock problem is common in concurrent high scenarios, especially when MyISAM engine or InnoDB is scanning in full tables. For troubleshooting, you can first use SHOWOPENTABLES and SHOWPROCESSLIST to view the lock status, analyze the lock type and source such as long transactions, indexless scanning, LOCKTABLES or ALTERTABLE operations. Optimization methods include avoiding long transactions, adding appropriate indexes, updating in batches, setting isolation levels reasonably, and using explicit locks such as SELECT...FORUPDATE or LOCKTABLES with caution to ensure timely release.
- Mysql Tutorial . Database 818 2025-07-17 02:41:10
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- Demystifying MySQL Character Sets and Collations
- MySQL's character set and collation rules affect data storage, comparison, and sorting. Character sets such as utf8mb4 support full Unicode, and sorting rules such as utf8mb4_unicode_ci determine the character comparison method. Common character sets include latin1, utf8, utf8mb4, and utf8mb4 is recommended. The sorting rules suffixes are case-insensitive, _cs are distinguished, and _bin is compared in binary. Character sets and sorting rules can be set at four levels: server level, database level, table level and column level, each inheriting the superior configuration. For example, the Mailbox field can be set separately to be case sensitive. View commands include SHOWVARIABLES and SELECT information modes, modifications are available
- Mysql Tutorial . Database 191 2025-07-17 02:38:11
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- Troubleshooting MySQL Connection Errors and Timeouts
- Common causes of MySQL connection problems include service exceptions, network firewall restrictions, excessive connection counts and improper client configuration. 1. First, confirm whether the MySQL service is running, use the systemctl or service command to check the status and start the service; 2. Troubleshoot the network and firewall, modify the bind-address to 0.0.0.0 to allow remote access, and ensure that port 3306 is open; 3. Check the max_connections and Threads_connected variables, and appropriately increase the wait_timeout to avoid timeout; 4. The client adopts a connection pool, sets a reasonable timeout time, and adds a retry mechanism to improve stability.
- Mysql Tutorial . Database 755 2025-07-17 02:34:41
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- Understanding the MySQL Query Optimizer Cost Model
- The cost model of the MySQL query optimizer is a mechanism used to estimate the overhead of different execution plans to select the lowest cost execution path. Its core factors include the amount of data of the table, the selectivity of indexes, I/O and CPU costs, statistical information accuracy, etc. The larger the data volume, the higher the cost of scanning the full table; the higher the index selectivity, the higher the efficiency; the poor indexing effect of low-selective fields such as gender fields. I/O and CPU costs are determined by internal default weights, such as the difference between sequential read and random read. Inaccurate statistics may result in execution plan errors and can be updated via ANALYZETABLE. View execution plan with EXPLAIN or EXPLAINFORMAT=JSON, where the JSON format can display read_co
- Mysql Tutorial . Database 804 2025-07-17 02:31:22
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- MySQL Partitioning Strategies for Time-Series Data
- When processing time series data, MySQL's RANGE and LIST partitioning strategies can improve query performance and management efficiency. 1. Priority is given to RANGE partitions, and data is divided by time intervals, suitable for queries in continuous time periods; 2. LIST partitions are suitable for discrete time periods, such as quarterly reports, etc.; 3. Avoid using HASH or KEY partitions because they are not suitable for time range queries; 4. Partition fields should be of DATE, DATETIME or TIMESTAMP type and are commonly used filtering conditions for querying; 5. Partition fields must be part of primary key or unique index; 6. Use partitions to clean or archive old data efficiently, such as using TRUNCATEPARTITION or EXCHANGEPART
- Mysql Tutorial . Database 632 2025-07-17 02:23:20
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- how to set global variables in mysql
- Setting global variables in MySQL requires the SETGLOBAL command and persistence by modifying the configuration file. 1. Use SHOWGLOBALVARIABLES to view the current variable value, such as: SHOWGLOBALVARIABLESLIKE'max_connections'; 2. Use SETGLOBAL to modify the variable, such as: SETGLOBALmax_connections=500, note that some variables are string types need to be quoted, and some cannot be modified dynamically; 3. Modify the my.cnf or my.ini file and add configuration in the [mysqld] section, such as: max_connections=500, and re-
- Mysql Tutorial . Database 247 2025-07-17 02:19:11
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- Troubleshooting Common MySQL Replication Errors
- MySQL master-slave replication problems are common in connection exceptions, data inconsistencies, GTID or binlog errors, and replication delays. 1. Check whether the master-slave connection is normal, ensure that the network connection, permission pairs, and account passwords are correct; 2. Troubleshoot replication failures caused by inconsistencies in data, check error logs, skip errors if necessary and use tools to verify consistency; 3. Handle GTID or binlog issues, ensure that the master library has not cleaned the required transaction logs, and correctly configure the GTID mode; 4. Optimize replication delay, improve slave library performance, enable parallel replication, and reduce slave library load. When encountering problems, you should prioritize viewing the SHOWSLAVESTATUS output and analyze the root cause of log location.
- Mysql Tutorial . Database 996 2025-07-17 02:11:00
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- Troubleshooting MySQL Transaction Rollback Issues
- The main reasons for the failure of MySQL transaction rollback include: 1. Automatic commit is not turned off or transaction is not started correctly. It is recommended to use SETautocommit=0 or STARTTRANSACTION to ensure that the transaction is correctly opened; 2. Use storage engines such as MyISAM that do not support transactions, and it should be checked and modified to InnoDB; 3. Implicit commit statements such as DDL operations are executed in the transaction, so that such statements should be avoided in the transaction; 4. Program logic errors, if the transaction control method is not correctly called or the connection pool management is improper, it is recommended to use a try-catch structure and reasonably encapsulate transaction control; 5. By turning on the log analysis of SQL execution process to help troubleshoot problems. Follow the above steps to check one by one, and you can usually find things
- Mysql Tutorial . Database 538 2025-07-17 02:04:00
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- Troubleshooting MySQL Replica Lag During High Writes
- MySQL master-slave replication latency is common under high write pressure, and the core reason is that the master library writes faster than the slave library processing capability. 1. When the slave library resources are insufficient, the configuration should be upgraded and the load should be limited; 2. The bottleneck of single-thread replication can be solved by enabling multi-thread replication; 3. Network problems need to be checked for bandwidth and optimized transmission; 4. Large transactions should be split into small transactions for execution; 5. Lock competition or missing indexes need to be optimized for query and index design. Delay problems can be effectively alleviated through resource, parameter and business adjustments.
- Mysql Tutorial . Database 963 2025-07-17 01:57:50
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- mysql full outer join workaround
- MySQL does not support FULLOUTERJOIN, but it can be implemented through LEFTJOIN and RIGHTJOIN combined with UNION. 1. Use LEFTJOIN to obtain all records on the left table and the matching part of the right table; 2. Use RIGHTJOIN to obtain all records on the right table and the matching part of the left table; 3. Combine the results through UNION, pay attention to the possibility of duplicate data. If you need to keep duplicate rows, you can use UNIONALL and manually deduplicate them; 4. Use COALESCE function to unify the source of the primary key to help identify the attribution of records; 5. Pay attention to performance issues, avoid SELECT*, select only necessary fields, and keep the number, type and order of fields consistent to ensure query efficiency and logical correctness.
- Mysql Tutorial . Database 114 2025-07-17 01:57:31
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- Troubleshooting MySQL Crash Recovery Procedures
- The key to MySQL crash recovery is to understand the logging mechanism and take precautions. 1. After the crash, first check errorlog and InnoDBredolog to determine the cause; 2. In most cases, MySQL will automatically restore data consistency through the redo and undo stages after restarting; 3. If there is log corruption, insufficient space or configuration errors, you need to manually intervene. Innodb_force_recovery can be used to force startup and export data; 4. You should regularly backup, monitor resource usage, avoid large transactions, and deploy high-availability architectures to reduce the difficulty of recovery.
- Mysql Tutorial . Database 235 2025-07-17 01:51:21
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- mysql change database character set to utf8mb4
- To change the MySQL database character set to utf8mb4, you need to check and modify the character set of database, table and field, adjust the connection method, and pay attention to the index length limitation. 1. First use the command to check the character set settings of the current database, table and field; 2. Use the ALTERDATABASE and ALTERTABLE commands to modify the character sets of the database and table respectively; 3. Make sure that the connection layer also uses utf8mb4 and sets the connection parameters through configuration files or program; 4. Pay attention to the index length limit of the VARCHAR field under utf8mb4, shorten the field length or upgrade the engine if necessary.
- Mysql Tutorial . Database 314 2025-07-17 01:43:30
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- Leveraging MySQL Generated Columns as Functional Indexes
- The method to improve the efficiency of complex queries in MySQL 8.0 is to use generated columns and indexes. The generated column is a column that is automatically calculated based on the expressions of other columns in the table. It is divided into storage type and virtual type. The storage type column will physically store data, and the virtual column is calculated dynamically during query. 1. You can achieve the effect of "function index" by adding generated columns and creating indexes on them, such as adding full_name columns and creating indexes; 2. The benefits of generating columns include using indexes without modifying the query statement, centralized logic management, and improving readability; 3. Notes include storage type selection, expression restrictions, maintenance costs and index maintenance; 4. If you use MySQL 8.0 and above, you can use function indexes directly, but if you are compatible with old versions, you can use it repeatedly.
- Mysql Tutorial . Database 588 2025-07-17 01:40:41
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