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MongoDB Academy · 강의

오류 처리 및 재시도 로직

학습자는 TransientTransactionError와 UnknownTransactionCommitResult를 포착하고, 운영 환경의 안정성을 위한 권장 재시도 루프를 구현합니다.

오류 처리 및 재시도 로직은(는) CoddyKit의 무료 MongoDB Academy 강의입니다. 이것은 4개 중 3번째 강의입니다. 아래에서 전체 강의를 무료로 읽을 수 있으며, 내장 코드 에디터와 24/7 AI 튜터와 함께 브라우저에서 직접 실습할 수 있습니다. 이 강의는 MongoDB Academy 학습 경로의 일부이며, 진행 상황이 웹과 CoddyKit 앱에 동기화됩니다. MongoDB Academy 강의에는 총 4개의 강의가 포함되어 있습니다.

이 강의의 일부는 아직 번역되지 않았으며 영어로 표시됩니다.

Why Transactions Need Retry Logic

MongoDB transactions can fail with transient errors—temporary conditions like network blips, primary failovers, or write conflicts—that do not indicate a logical problem with your code. These errors are safe to retry: the transaction was rolled back cleanly, and retrying it will produce correct results. Without retry logic, your application will surface unnecessary errors to users for conditions that a simple retry would resolve.

Two Error Labels to Understand

MongoDB classifies transaction errors with two important error labels: TransientTransactionError and UnknownTransactionCommitResult. TransientTransactionError means the entire transaction failed and it is safe to retry from the beginning. UnknownTransactionCommitResult means the commit was sent but the client does not know if it succeeded—the commit must be retried (not the whole transaction). Each requires a different retry strategy.

// Checking error labels
if (error.hasErrorLabel('TransientTransactionError')) {
  // Retry the whole transaction from scratch
  console.log('Transient error — retrying transaction');
} else if (error.hasErrorLabel('UnknownTransactionCommitResult')) {
  // Retry only the commit, not the whole transaction
  console.log('Unknown commit result — retrying commit only');
} else {
  // Application error (e.g., InsufficientFunds) — do not retry
  throw error;
}

Causes of TransientTransactionError

TransientTransactionError occurs when a transaction cannot proceed due to temporary conditions: write conflicts (another transaction modified the same document first), lock acquisition timeouts, replica set election failovers, or network connectivity issues. MongoDB rolls back the transaction completely before returning this error. The safe response is to start over with a fresh session and re-execute all operations.

Causes of UnknownTransactionCommitResult

UnknownTransactionCommitResult happens when a network timeout or failover occurs after MongoDB has committed the transaction but before the acknowledgment reaches the client. The transaction may or may not have been committed. The correct response is to retry only commitTransaction()—not the whole transaction—because MongoDB detects duplicate commit calls on the same session and returns successfully if the transaction is already committed.

The Recommended Retry Pattern

MongoDB's documentation specifies a two-loop retry pattern: an outer loop that retries the entire transaction on TransientTransactionError, and an inner loop that retries only the commit on UnknownTransactionCommitResult. This pattern handles all transient failure modes correctly and is what the withTransaction() helper implements internally.

async function runTransactionWithRetry(txnFunc, client, session) {
  while (true) {
    try {
      await txnFunc(client, session); // execute transaction
      break; // success — exit loop
    } catch (error) {
      if (error.hasErrorLabel('TransientTransactionError')) {
        console.log('Retrying transaction due to TransientTransactionError');
        continue; // retry the whole transaction
      } else {
        throw error; // non-transient error — surface to caller
      }
    }
  }
}

Retrying the Commit Separately

The commit retry loop handles UnknownTransactionCommitResult. It continuously calls commitTransaction() until either the commit is confirmed or a non-retryable error occurs. MongoDB idempotently handles duplicate commit calls on the same transaction—if the transaction was already committed, the retry returns success without re-applying the writes.

async function commitWithRetry(session) {
  while (true) {
    try {
      await session.commitTransaction();
      console.log('Transaction committed');
      break;
    } catch (error) {
      if (error.hasErrorLabel('UnknownTransactionCommitResult')) {
        console.log('Retrying commit...');
        continue; // retry commit
      } else {
        throw error;
      }
    }
  }
}

Full Two-Loop Implementation

Combining both retry loops gives the complete production-grade transaction function. The business logic is extracted into a separate function passed as a parameter, keeping the retry scaffolding reusable. Notice that the session is reused across retries—you do not create a new session for each retry, but you must call startTransaction() again at the beginning of each attempt.

async function runTransaction(client, txnBody) {
  const session = client.startSession();
  try {
    let committed = false;
    while (!committed) {
      session.startTransaction({ readConcern: { level: 'snapshot' }, writeConcern: { w: 'majority' } });
      try {
        await txnBody(session);
        // Commit with retry
        while (true) {
          try { await session.commitTransaction(); committed = true; break; }
          catch (e) {
            if (e.hasErrorLabel('UnknownTransactionCommitResult')) continue;
            else throw e;
          }
        }
      } catch (e) {
        await session.abortTransaction();
        if (!e.hasErrorLabel('TransientTransactionError')) throw e;
        // else retry
      }
    }
  } finally {
    await session.endSession();
  }
}

Why withTransaction() Is Simpler

The session.withTransaction(callback, options) helper implements the two-loop retry pattern automatically. You provide only the business logic callback and transaction options. Using withTransaction dramatically reduces boilerplate, minimizes the risk of getting the retry logic wrong, and is the recommended approach for all production MongoDB transaction code in the Node.js driver.

// withTransaction handles all retry logic internally
const session = client.startSession();
try {
  await session.withTransaction(
    async (session) => {
      // Pure business logic — no retry code needed here
      await debitAccount(session, fromId, amount);
      await creditAccount(session, toId, amount);
      await insertAuditLog(session, fromId, toId, amount);
    },
    { readConcern: { level: 'snapshot' }, writeConcern: { w: 'majority' } }
  );
} finally {
  await session.endSession();
}

Application-Level vs Transient Errors

Not every error inside a transaction is transient and retryable. Application-level errors—like insufficient funds, duplicate username, or invalid input—should abort the transaction and return an error to the user, not retry. Only errors with the TransientTransactionError or UnknownTransactionCommitResult labels should trigger retries. Mix both types of error handling in your transaction callback: throw domain errors that the outer layer can check before retrying.

async function transfer(session, fromId, toId, amount) {
  const account = await db.collection('accounts').findOne({ _id: fromId }, { session });
  
  // Domain error — should NOT be retried
  if (account.balance < amount) {
    const err = new Error('Insufficient funds');
    err.isDomainError = true;
    throw err;
  }
  
  await db.collection('accounts').updateOne({ _id: fromId }, { $inc: { balance: -amount } }, { session });
  await db.collection('accounts').updateOne({ _id: toId }, { $inc: { balance: amount } }, { session });
}

Write Conflicts: The Most Common Cause

Write conflicts occur when two transactions try to modify the same document simultaneously. MongoDB uses optimistic locking—it allows both transactions to proceed until commit time, then aborts the one that conflicts. The aborted transaction receives a TransientTransactionError with code WriteConflict. This is expected behavior—not a bug—and the retry loop handles it correctly. Frequent write conflicts indicate a hot document that may need schema redesign.

// Detection: WriteConflict is a TransientTransactionError subtype
try {
  await session.commitTransaction();
} catch (error) {
  if (error.hasErrorLabel('TransientTransactionError')) {
    // This includes WriteConflict (code 112)
    console.log('Code:', error.code); // 112 = WriteConflict
    // Retry the whole transaction
  }
}

Max Retry Attempts: Preventing Infinite Loops

In a production retry loop, always enforce a maximum number of retries to prevent infinite loops in pathological scenarios (e.g., perpetual write conflicts on a very hot document). After the maximum attempts, throw the last error so the application can handle it gracefully. Include exponential backoff with jitter between retries to reduce contention from multiple clients simultaneously retrying the same transaction.

async function runWithMaxRetries(session, txnFn, maxRetries = 5) {
  let attempts = 0;
  while (attempts < maxRetries) {
    try {
      await session.withTransaction(txnFn);
      return;
    } catch (error) {
      attempts++;
      if (error.hasErrorLabel('TransientTransactionError') && attempts < maxRetries) {
        const delay = Math.min(100 * Math.pow(2, attempts) + Math.random() * 100, 5000);
        await new Promise(res => setTimeout(res, delay));
        continue;
      }
      throw error; // exceeded retries or non-transient
    }
  }
}

Quick Check

Test your understanding of MongoDB & NoSQL Databases concepts from this lesson.

Lesson Recap

In this lesson you learned: TransientTransactionError means retry the entire transaction from the start, UnknownTransactionCommitResult means retry only the commit call, and withTransaction() implements this two-loop retry pattern automatically and is the recommended production approach. Next up we explore transaction performance considerations and how to minimize their overhead.

자주 묻는 질문

“오류 처리 및 재시도 로직” 강의는 무료인가요?

네 — “오류 처리 및 재시도 로직” 전체 내용을 이 웹사이트에서 무료로 읽을 수 있습니다. 인터랙티브하게 실습하려면(내장 코드 에디터와 24/7 AI 튜터), CoddyKit PRO로 업그레이드하면 MongoDB Academy 강의 전체를 잠금 해제할 수 있습니다. MongoDB Academy 강의에는 총 4개의 강의가 포함되어 있습니다.

“오류 처리 및 재시도 로직”에서 뭘 배우나요?

학습자는 TransientTransactionError와 UnknownTransactionCommitResult를 포착하고, 운영 환경의 안정성을 위한 권장 재시도 루프를 구현합니다. 브라우저에서 직접 실행하는 실습 코드로 MongoDB Academy을(를) 배우며, 24/7 AI 튜터가 강의를 진행하면서 질문에 답변해줍니다.

MongoDB Academy을(를) 시작하는 데 경험이 필요한가요?

사전 경험은 필요하지 않습니다. CoddyKit의 MongoDB Academy은(는) 초급자부터 고급 학습자까지를 위해 구성되어 있으므로, 여기서 시작하거나 처음부터 시작할 수 있으며 자신의 속도대로 진행할 수 있습니다. 이것은 4개 중 3번째 강의입니다.

“오류 처리 및 재시도 로직” 강의는 얼마나 걸리나요?

대부분의 CoddyKit 강의는 약 5~10분이 소요됩니다. 각 강의는 간결하고 인터랙티브하여 꾸준한 진행이 가능하며, 웹과 앱에서 중단한 부분부터 바로 시작할 수 있습니다.

이 MongoDB Academy 강의에서 코드를 작성하고 실행할 수 있나요?

네. 모든 MongoDB Academy 강의에는 내장 코드 에디터가 포함되어 있으므로, 브라우저에서 바로 실제 코드를 작성하고 실행한 후 즉시 AI 피드백을 받을 수 있습니다 — 로컬 설정이 필요 없습니다.

이 강의의 모든 강의

  1. 분산 문서 저장소의 ACID 보장
  2. 세션 및 다중 문서 트랜잭션 시작하기
  3. 오류 처리 및 재시도 로직
  4. 트랜잭션 성능 고려 사항
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