SQL and databases·25 questions

What are transaction isolation levels and what anomalies do they prevent?

Answer

Transaction isolation levels determine the degree to which changes made by concurrent transactions are isolated from each other in a relational database. Under heavy load, multiple users can access the same data simultaneously. Without clear isolation control, this can lead to a violation of information integrity and the appearance of various anomalies.

The SQL standard defines several classic anomalies that arise under weak isolation:

Dirty read occurs when one transaction reads data that has been modified by another uncompleted transaction, which subsequently rolled back.
Non-repeatable read happens when a transaction reads the same row twice and discovers that the value has changed due to another transaction that completed an update.
Phantom read is observed when a transaction executes a query based on a certain condition, and another transaction inserts new rows that match this condition, resulting in a repeated query returning a different set of data.

To combat these problems, the standard introduces four isolation levels. The weakest level is called Read Uncommitted; it allows all types of anomalies but provides maximum performance. The Read Committed level prevents dirty reads by ensuring that a transaction sees only committed changes.

The stricter Repeatable Read level excludes both dirty and non-repeatable reads, guaranteeing the stability of read data within a single transaction. The maximum isolation level, known as Serializable, completely eliminates all anomalies, including phantom reads, by modeling strictly sequential execution of all transactions, although the price for this is a severe reduction in parallelism.

Developers must consciously choose the isolation level for each task. Too weak a level can lead to critical errors in financial calculations, while an excessively strict level can cause locks and reduce the scalability of the web application.

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