Transaction Isolation Levels & MVCC
Deconstruct SQL concurrency anomalies: Dirty Reads, Non-Repeatable Reads, Phantom Reads, Serialization Anomaly, and Multi-Version Concurrency Control (MVCC).
01.1. The 4 Classic Concurrency Anomalies
When multiple concurrent transactions execute simultaneously against a database, interleaving operations without isolation causes four classic data corruption anomalies:
- Dirty Read: Transaction 1 modifies a row without committing. Transaction 2 reads the uncommitted row. Transaction 1 then aborts and rolls back. Transaction 2 has acted on "dirty" phantom data that never legally existed in the database.
- Non-Repeatable Read (Fuzzy Read): Transaction 1 reads a row (e.g.,
balance =100). Transaction 2 updates that row (balance =150) and commits. Transaction 1 reads the exact same row again within the same transaction and sees different data ($150). - Phantom Read: Transaction 1 runs a range query:
SELECT * FROM users WHERE age > 30(returns 5 rows). Transaction 2 inserts a brand new user with age 35 and commits. Transaction 1 runs the exact same query again and sees 6 rows (a phantom row appeared!). - Write Skew Anomaly: Two concurrent transactions read overlapping data sets, evaluate an invariant (e.g., "On-call doctor rule: at least 1 doctor must be on duty"), modify disjoint rows (Doctor A goes off duty while Doctor B concurrently goes off duty), and both commit, violating the global rule (0 doctors left on duty!).
SQL Isolation Levels vs Concurrency Anomalies Matrix π‘οΈ
SQL Isolation Levels vs Concurrency Anomalies Matrix π‘οΈ
The 4 standard SQL isolation levels (Read Uncommitted, Read Committed, Repeatable Read, Serializable) and the concurrency anomalies they eliminate.
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