MySQL Patterns
Quick reference for MySQL best practices. For detailed guidance, use the mysql-database-reviewer agent.
When to Activate
- Writing SQL queries or migrations
- Designing database schemas
- Troubleshooting slow queries
- Setting up connection pooling
- Implementing multi-tenant isolation
Quick Reference
Index Cheat Sheet
| Query Pattern | Index Type | Example |
| ------------------------- | ---------------- | ------------------------------------- |
| WHERE col = value | B-tree (default) | CREATE INDEX idx ON t (col) |
| WHERE col > value | B-tree | CREATE INDEX idx ON t (col) |
| WHERE a = x AND b > y | Composite | CREATE INDEX idx ON t (a, b) |
| MATCH(...) AGAINST(...) | FULLTEXT | CREATE FULLTEXT INDEX ft ON t (col) |
| Long string prefix | Prefix | CREATE INDEX idx ON t (col(50)) |
| Geographic data | SPATIAL | CREATE SPATIAL INDEX idx ON t (col) |
Data Type Quick Reference
| Use Case | Correct Type | Avoid |
| ------------- | ----------------- | ---------------------------- |
| IDs | bigint unsigned | int, random UUID as PK |
| Business code | varchar(64) | char, text |
| Strings | varchar(n) | text for short strings |
| Timestamps | datetime | timestamp (2038 problem) |
| Money | decimal(10,2) | float, double |
| Flags | tinyint | varchar, boolean literal |
| Status | tinyint | enum (hard to modify) |
| JSON data | json | text for structured data |
Common Patterns
Composite Index Order:
-- Equality columns first, then range columns
CREATE INDEX idx_status_created ON t_order (status, created_at);
-- Works for: WHERE status = 'pending' AND created_at > '2024-01-01'
-- Does NOT work for: WHERE created_at > '2024-01-01' alone
Prefix Index (Long Strings):
CREATE INDEX idx_url ON t_page (url(100));
-- Index only first 100 characters
Generated Column + Index (JSON):
ALTER TABLE t_product
ADD COLUMN brand varchar(100) GENERATED ALWAYS AS (attributes->>'$.brand') STORED;
CREATE INDEX idx_brand ON t_product (brand);
UPSERT (ON DUPLICATE KEY):
INSERT INTO t_setting (user_code, `key`, `value`)
VALUES ('u123', 'theme', 'dark')
ON DUPLICATE KEY UPDATE
`value` = VALUES(`value`),
updated_at = NOW();
Cursor Pagination:
SELECT * FROM t_product WHERE id > ? ORDER BY id LIMIT 20;
-- O(1) vs OFFSET which is O(n)
Queue Processing (MySQL 8.0+):
START TRANSACTION;
SELECT * FROM t_job
WHERE status = 'pending'
ORDER BY created_at LIMIT 1
FOR UPDATE SKIP LOCKED;
-- Process job...
UPDATE t_job SET status = 'processing' WHERE id = ?;
COMMIT;
Batch Insert:
INSERT INTO t_event (user_code, action) VALUES
('u1', 'click'),
('u2', 'view'),
('u3', 'click');
-- 1 round trip instead of 3
Anti-Pattern Detection
-- Find tables without primary key
SELECT t.table_name
FROM information_schema.tables t
LEFT JOIN information_schema.key_column_usage k
ON t.table_schema = k.table_schema
AND t.table_name = k.table_name
AND k.constraint_name = 'PRIMARY'
WHERE t.table_schema = DATABASE()
AND k.constraint_name IS NULL
AND t.table_type = 'BASE TABLE';
-- Find slow queries (performance_schema)
SELECT DIGEST_TEXT, COUNT_STAR,
ROUND(AVG_TIMER_WAIT/1000000000, 2) as avg_ms
FROM performance_schema.events_statements_summary_by_digest
WHERE AVG_TIMER_WAIT > 100000000 -- > 100ms
ORDER BY AVG_TIMER_WAIT DESC LIMIT 10;
-- Find unused indexes (sys schema)
SELECT * FROM sys.schema_unused_indexes
WHERE object_schema = DATABASE();
-- Find redundant indexes
SELECT * FROM sys.schema_redundant_indexes
WHERE table_schema = DATABASE();
-- Check table fragmentation
SELECT table_name, data_free,
ROUND(data_free/(data_length+index_length+data_free)*100, 2) as frag_pct
FROM information_schema.tables
WHERE table_schema = DATABASE() AND data_free > 1000000
ORDER BY data_free DESC;
Configuration Template
-- Connection limits
SET GLOBAL max_connections = 200;
SET GLOBAL max_user_connections = 50;
-- Timeouts
SET GLOBAL wait_timeout = 300;
SET GLOBAL interactive_timeout = 600;
SET GLOBAL max_execution_time = 30000; -- 30s query timeout (MySQL 5.7.8+)
-- Slow query log
SET GLOBAL slow_query_log = 'ON';
SET GLOBAL long_query_time = 1;
SET GLOBAL log_queries_not_using_indexes = 'ON';
-- InnoDB settings (my.cnf recommended)
-- innodb_buffer_pool_size = 70% of RAM
-- innodb_log_file_size = 256M
-- innodb_flush_log_at_trx_commit = 1
Table Template
CREATE TABLE `t_example` (
`id` bigint unsigned NOT NULL AUTO_INCREMENT COMMENT 'PK',
`example_code` varchar(64) NOT NULL COMMENT 'Business code (UUID)',
-- Business fields here
`status` tinyint NOT NULL DEFAULT 1 COMMENT '0-inactive, 1-active',
-- Audit fields (5 fields)
`created_at` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP COMMENT 'Creation time',
`updated_at` datetime NOT NULL DEFAULT CURRENT_TIMESTAMP ON UPDATE CURRENT_TIMESTAMP COMMENT 'Update time',
`created_by` varchar(64) NOT NULL DEFAULT '' COMMENT 'Creator (user_code)',
`updated_by` varchar(64) NOT NULL DEFAULT '' COMMENT 'Modifier (user_code)',
`deleted_at` datetime DEFAULT NULL COMMENT 'Soft delete marker',
PRIMARY KEY (`id`),
UNIQUE KEY `uk_example_code` (`example_code`),
KEY `idx_status` (`status`),
KEY `idx_created_at` (`created_at`)
) ENGINE=InnoDB DEFAULT CHARSET=utf8mb4 COLLATE=utf8mb4_unicode_ci;
EXPLAIN Analysis
EXPLAIN ANALYZE SELECT * FROM t_order WHERE user_code = 'u123';
| Indicator | Problem | Solution |
| ----------------- | ------------------- | ------------------ |
| type: ALL | Full table scan | Add index |
| type: index | Full index scan | Check WHERE |
| Using filesort | Sorting not indexed | Add ORDER BY index |
| Using temporary | Temp table | Optimize GROUP BY |
| High rows | Poor selectivity | Review conditions |
Related
- Agent:
mysql-database-reviewer- Full database review workflow
Quick reference for MySQL 5.7+ / 8.0+