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1. 트랜잭션이란?
트랜잭션(Transaction)은 업무 처리를 위한 데이터베이스의 논리적인 작업 단위입니다. 하나의 트랜잭션은 한 개 이상의 연산으로 이루어질 수 있으며, 연산들은 완전히 처리되거나 하나도 처리되지 않아야 합니다.
2. 트랜잭션 제어어(Transaction Control Language, TCL)
1) COMMIT : 하나의 트랜잭션을 정상적으로 완료하고 그 결과를 데이터베이스에 반영하는 명령어 입니다.
2) ROLLBACK : 트랜잭션을 취소하기 위한 명령어 입니다. 데이터베이스가 트랜잭션 도중에 비정상적으로 종료되면 자동으로 ROLLBACK이 됩니다.
3) SAVEPOINT : 하나의 트랜잭션을 여러 지점으로 분리하여 저장하는 명령어 입니다. SAVEPOINT 지점명으로 SAVEPOINT를 설정하고, ROLLBACK TO 지점명으로 해당 SAVEPOINT까지 ROLLBACK을 할 수 있습니다.
3. 트랜잭션의 특성: ACID
트랜잭션은 원자성(Atomicity), 일관성(Consistency), 격리성(Isolation), 영속성(Durability) 4가지 특성을 가집니다.
원자성은 트랜잭션의 작업이 부분적으로 실행되거나 중단되지 않는 것을 보장하는 성질을 말합니다. 즉, 트랜잭션에서 정의된 연산들은 모두 성공적으로 실행되거나 전혀 실행되지 않아야 한다는 것(All or Nothing)을 의미합니다. 예를 들어 인터넷 뱅킹으로 송금을 한다면 나의 계좌에서 금액이 차감되고 상대방의 계좌에서는 금액이 증가합니다. 두 연산은 모두 수행되어야하며, 중간에 오류가 발생한다면 ROLLBACK되어 모든 연산이 수행되지 않은 상태로 돌아가게 됩니다.
일관성은 트랜잭션이 실행되기 전과 후의 데이터베이스 상태가 일관되어야 한다는 성질을 말합니다. 예를 들어 송금을 하기 위해서는 수신자와 발신자의 데이터가 모두 입력되어야 하는 제약사항을 가지는데, 수신자의 계좌번호를 입력하지 않는다면 데이터베이스의 일관성이 변하게 되므로 트랜잭션이 수행되지 않습니다.
격리성은 모든 트랜잭션은 다른 트랜잭션으로부터 독립된다는 성질을 말합니다. 예를 들어 내 계좌에 10,000원이 있고 두 사람에게 동시에 6,000원씩 이체한다면 한꺼번에 12,000원이 송금되는 것이 아니라 첫번재 사람에게 먼저 송금 트랜잭션이 수행되고 순차적으로 2번째 사람에게 송금 트랜잭션이 수행됩니다. 이때 계좌의 금액은 0원 이상이 되어야 한다는 일관성이 유지되어야 하므로 2번째 송금은 수행되지 않습니다.
영속성은 트랜잭션이 성공적으로 수행될 경우 그 결과는 영구적으로 데이터베이스에 저장되는 성질을 말합니다. 송금 트랜잭션이 성공적으로 수행되었다면 송금 시스템이 재부팅 되더라도 송금 결과는 변하지 않아야 합니다.
4. 트랜잭션의 격리성 수준
트랜잭션의 격리성을 보장하기 위해서는 동시에 처리되는 트랜잭션을 차례대로 실행해야 하지만, 이 경우 처리 성능이 나빠질 수 있습니다. 이러한 문제로 인하여 ANSI/ISO SQL 표준에서는 격리 수준을 4가지로 정의합니다.
1) 0단계: REDAD-UNCOMMITTED
0단계에서는 트랜잭션에서 변경된 내용이 COMMIT이나 ROLLBACK의 여부에 상관없이 다른 트랜잭션에서 값을 읽을 수 있습니다.
REDAD-UNCOMMITTED
트랜잭션1에서 DOCUMENT_IDX가 2인 레코드를 INSERT하고 아직 COMMIT이 이루어지지 않았지만 트랜잭션2에서 DOCUMENT_IDX가 2인 레코드를 조회했습니다. 이 경우 트랜잭션1에서 문제가 발생하여 ROLLBACK이 되거나 UPDATE를 통해 내용을 수정하더라도 트랜잭션2에서는 잘못된 데이터를 가지고 처리를 하게 됩니다.
이렇게 아직 COMMIT 되지 않은 데이터를 읽어 일관성이 보장되지 않는 현상을 Dirty Read라고 합니다. 데이터 정합성 문제가 많기때문에 RDBMS에서는 거의 사용하지 않습니다.
2) 1단계: REDAD-COMMITTED
1단계에서는 COMMIT이 완료된 데이터만 다른 트랜잭션에서 값을 읽을 수 있습니다.
REDAD-UNCOMMITTED
트랜잭션1에서 DOCUMENT_IDX가 2인 레코드를 UPDATE하면 수정되기 전 레코드는 UNDO 영역에 백업이 됩니다. 트랜잭션2는 트랜잭션1의 COMMIT이 수행되기 전까지 UNDO 영역에 백업된 레코드를 읽게 되므로 Dirty Read 현상이 발생하지 않습니다.
그러나 트랜잭션1이 COMMIT을 수행한 후 트랜잭션2에서 동일한 레코드를 조회하면 값이 변경되어 일관성이 보장되지 않게 되는데, 이러한 현상을 Non-Repeatable Read라고 합니다.
오라클에서는 READ-COMMITTED를 기본 격리수준으로 사용합니다.
3) 2단계: REPEATABLE-READ
2단계에서는 트랜잭션이 완료되기 전까지 Shared-Lock을 적용하여 다른 트랜잭션에서 해당 데이터를 수정할 수 없도록 합니다.
REPEATABLE-READ 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)
트랜잭션1이 COMMIT을 수행하더라도 트랜잭션2는 COMMIT을 수행하기 전까지 UNDO 영역에 백업된 데이터를 읽으므로 Non-Repeatable Read 현상이 발생하지 않습니다.
그러나 트랜잭션2가 COMMIT을 수행한다면 트랜잭션 중에 없던 레코드가 추가되거나 없어지는 현상이 발생하는데, 이러한 현상을 Pantom Read라고 합니다.
MySQL이나 MariaDB의 InnoDB 스토리지 엔진에서는 REPEATAbLE-READ를 기본 격리수준으로 사용하며, 다중 버전 병행 제어(Multi Version Concurrency Control, MVCC)를 통해 해당 격리 수준에서도 Pantom Read 현상이 발생하지 않습니다.
4) 3단계: SERIALIZABLE-READ
3단계는 가장 엄격한 격리 수준으로, 읽기 작업에도 Shared-Lock을 적용하기 때문에 트랜잭션이 COMMIT 되기 전까지 다른 트랜잭션에서는 해당 데이터를 수정하지 못할 뿐만 아니라 읽을 수도 없습니다. 그렇기 때문에 Pantom Read 현상이 발생하지 않습니다.
그러나 트랜잭션의 동시제어가 불가능하여 성능이 좋지 않기때문에 RDBMS에서는 거의 사용되지 않습니다. MySQL의 경우 위에서 설명한 MCVCC를 통해 REPEATABLE-READ 격리 수준에서도 Pantom Read 현상이 발생하지 않기 때문에 사용할 필요가 없어보입니다. |