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- How do COMMIT and ROLLBACK work?
- COMMITpermanentlysaveschangesmadeduringatransaction,whileROLLBACKundoesthem.AtransactionisasequenceofSQLoperationstreatedasasingleunittoensuredataintegrity,followingACIDproperties.Forexample,inamoneytransfer,ifoneaccountisdebitedbuttheotherisn'tcredi
- Mysql Tutorial . Database 468 2025-06-18 00:28:41
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- What does LIMIT 10, 5 mean in a MySQL query?
- LIMIT10,5meansskipthefirst10rowsandreturnthenext5rows.Thissyntaxisusedforpaginationwherethefirstnumberistheoffset(rowstoskip)andthesecondisthecount(rowstoreturn).ItisusefulfordisplayingdatainpagessuchasPage1:LIMIT0,5,Page2:LIMIT5,5,andsoon.Commonusec
- Mysql Tutorial . Database 436 2025-06-18 00:28:11
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- Is it always better to set the max_connections parameter higher?
- Improving max_connections is not always better. Blindly raising it up will lead to resource contention and performance degradation. max_connections is a parameter that limits the number of simultaneous connections in the database. Each connection occupies memory and CPU. If it is set too high, it may exhaust resources. If it is too low, it may limit concurrency. Reasons for not being able to be raised blindly include: 1. Each connection consumes resources; 2. Too many connections cause competition and waiting; 3. Restricted by system file descriptors and thread count; 4. It is difficult to run stably without a connection pool. Reasonable setup methods include: 1. Evaluate connection requirements based on load; 2. Use connection pools to reduce direct connections; 3. Monitor system resource bottlenecks; 4. Distinguish between active and idle connections. Suitable cases for raising the height are: 1. The connection pool is not used and concurrent
- Mysql Tutorial . Database 599 2025-06-18 00:26:11
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- How does semi-synchronous replication work in MySQL?
- MySQL's semi-synchronousreplication balances performance with data security by ensuring at least one replica receives transactions. 1. When the transaction is submitted, the master server waits for at least one replica to confirm receipt and writes the relay log; 2. Once confirmed, the master server submits the transaction and returns it to the client successfully; 3. If the timeout does not receive a response, it will automatically fall back to asynchronous mode to maintain the system operation; 4. Enable this function requires installing the plug-in on the master and slave server and setting the corresponding parameters; 5. Its advantage is that it provides stronger data integrity than asynchronous replication, but has slight performance loss and network latency impact. This replication method is suitable for scenarios where high data consistency is required but cannot accept full synchronization performance overhead.
- Mysql Tutorial . Database 873 2025-06-18 00:24:01
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- What is Index Condition Pushdown (ICP)?
- IndexConditionPushdown(ICP)isaMySQLoptimizationthatimprovesqueryperformancebypushingWHEREclauseconditionsintothestorageengine.ICPworksbyallowingthestorageenginetoevaluatepartsoftheWHEREconditionduringindexscanning,reducingunnecessaryrowlookupsanddisk
- Mysql Tutorial . Database 158 2025-06-18 00:23:01
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- What are Window Functions and how to use the OVER() clause?
- Window functions are tools in SQL that are used to calculate data while preserving the original row. Common usages include defining window scopes with the OVER() clause. For example, use AVG (salary)OVER (PARTITIONBYdepartment) to calculate the average salary of the department, or use ROW_NUMBER(), RANK(), etc. to rank. 1. The window function groups data through PARTITIONBY, such as calculating the average value by department grouping; 2. Use ORDERBY to sort in the window and combine FRAMEclause to define window frames, such as adding the cumulative sum from the first row to the current row; 3. Common scenarios include grouping statistics retention details, ranking functions and moving average calculations,
- Mysql Tutorial . Database 506 2025-06-18 00:22:31
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- What are the differences between ANY, ALL, IN, and EXISTS?
- The difference between ANY, ALL, IN and EXISTS in SQL queries is their purpose and behavior. 1.IN is used to check whether the value matches any value in the list, which is suitable for scenarios where specific values ??are known; 2. EXISTS is used to determine whether there are return rows in the subquery, which is often used for associative subquery; 3. ANY compares the value with any value in the set and meets the conditions; 4. ALL requires that the value be compared with all values ??in the set and all meet the conditions. Correct choices can improve query efficiency and clarity.
- Mysql Tutorial . Database 676 2025-06-18 00:13:00
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- What is the difference between utf8 and utf8mb4 character sets in MySQL?
- MySQL's utf8 does not fully support UTF-8 encoding, while utf8mb4 supports it in full. Specifically, utf8 only supports up to 3 bytes of characters, and cannot correctly process 4-byte characters such as emojis, some rare Chinese characters and mathematical symbols, which may lead to data loss or errors; utf8mb4 supports all Unicode characters, accurately covering all symbols required for modern communications, and maintaining backward compatibility. Switching to utf8mb4 requires updating the character set of database, tables and columns, setting the connection character set, and repairing the converted data. In addition, you need to pay attention to whether the connection encoding, backup files and sorting rules match utf8mb4 to avoid potential problems.
- Mysql Tutorial . Database 550 2025-06-18 00:11:20
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- What is SQL Injection and how to prevent it simply?
- The key to preventing SQL injection is to standardize input and use the database operation correctly. The main methods include: 1. Use parameterized queries to separate SQL statements from user input to prevent malicious code execution; 2. Filter and verify user input, limit and verify data types; 3. Follow the principle of minimum permissions, control database account permissions and hide detailed error information; 4. Use mature frameworks and libraries, relying on default security mechanisms such as ORM or parameterized queries. As long as it is developed according to the recommended method, it can effectively prevent the risk of SQL injection.
- Mysql Tutorial . Database 571 2025-06-18 00:09:11
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- How does MySQL handle the JSON data type?
- MySQLsupportstheJSONdatatypeeffectivelysinceversion5.7,allowingstorage,querying,andmanipulationofJSONdocuments.1.ItvalidatesJSONinputtoensureintegrity.2.ProvidesfunctionslikeJSON_EXTRACT(),JSON_UNQUOTE(),and->operatorforquerying.3.Enablesindexingt
- Mysql Tutorial . Database 929 2025-06-17 09:42:22
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- What is a covering index?
- Overwrite index is a database index that contains all columns required for a query, which can significantly improve query performance. 1. Overwrite the index by allowing the database to directly obtain data from the index without accessing table rows, thereby reducing I/O operations and speeding up query speed; 2. It is suitable for frequently executed queries, queries that only select a small number of columns, queries with WHERE conditions, and reports or dashboards that need to be read quickly; 3. When creating, you must include all columns involved in the SELECT, JOIN and WHERE clauses in the index, such as CREATEINDEXidx_coveringONusers(status, name, email); 4. But it is not always the best choice, when queries are frequently changed, table updates are frequently used, and tables are not always the best choice.
- Mysql Tutorial . Database 425 2025-06-17 09:42:10
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- What is the difference between INNER JOIN and LEFT JOIN in MySQL?
- INNERJOIN returns only matching rows in the two tables, while LEFTJOIN returns all rows in the left table, even if there is no match for the right table. For example, when using INNERJOIN to connect users and orders tables, only users with orders are included; while LEFTJOIN contains all users, and the order field for users who have not placed orders is NULL. When selecting JOIN type, you need to pay attention to: use LEFTJOIN and filter NULL values ??when searching for unmatched records; avoid duplicate data selection INNERJOIN; pay attention to the data bloating that the aggregate function may cause; always check the ON condition to ensure correct association. Understanding how both handle non-matching rows is the key to using correctly.
- Mysql Tutorial . Database 760 2025-06-17 09:41:50
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- How to optimize LIMIT with a large offset for pagination?
- Using LIMIT and OFFSET for deep paging results in performance degradation because the database needs to scan and skip a large number of records. 1. Use cursor-based paging to obtain the next page data by remembering the sorting field (such as ID or timestamp) of the last record of the previous page, and avoid scanning all previous rows; 2. Ensure that the sorting field has indexes, such as single field or combined indexes, to speed up positioning records; 3. Constrain business restrictions on deep paging, such as setting the maximum page number, guiding users to filter or asynchronously loading cache results. These methods can effectively improve the performance of paging query, especially in large data scenarios, cursor paging combined with index optimization is the most recommended method.
- Mysql Tutorial . Database 416 2025-06-17 09:40:21
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- How does the GROUP BY clause work?
- GROUPBY is used in SQL to group rows with the same column values ??into aggregated data. It is usually used with aggregate functions such as COUNT, SUM, AVG, MAX, or MIN to calculate each set of data rather than the entire table. 1. When you need to summarize data based on one or more categories, you should use GROUPBY, for example, calculate the total sales in each region; 2. The working principle of GROUPBY is to scan specified columns, group rows of the same value and apply an aggregate function; 3. Common errors include the inclusion of unaggregated or ungrouped columns in SELECT, the processing of too many GROUPBY columns that lead to too fine grouping, and misunderstanding of NULL values; 4. GROUPBY can be used with multiple columns to achieve more detailed grouping, such as by sections
- Mysql Tutorial . Database 690 2025-06-17 09:39:51
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