이벤트 소싱과 CQRS 패턴 실전 구현 가이드: 설계부터 운영까지

// events/order-events.ts

interface BaseEvent {
  eventType: string
  eventVersion: number
  aggregateId: string
  timestamp: string
  metadata: {
    correlationId: string
    causationId: string
    userId: string
  }
}

interface OrderCreated extends BaseEvent {
  eventType: 'OrderCreated'
  eventVersion: 1
  data: {
    orderId: string
    customerId: string
    items: Array<{
      productId: string
      productName: string
      quantity: number
      unitPrice: number
    }>
    totalAmount: number
    currency: string
    shippingAddress: {
      street: string
      city: string
      zipCode: string
      country: string
    }
  }
}

interface OrderPaymentConfirmed extends BaseEvent {
  eventType: 'OrderPaymentConfirmed'
  eventVersion: 1
  data: {
    orderId: string
    paymentId: string
    amount: number
    method: 'CREDIT_CARD' | 'BANK_TRANSFER' | 'WALLET'
    confirmedAt: string
  }
}

interface OrderCancelled extends BaseEvent {
  eventType: 'OrderCancelled'
  eventVersion: 1
  data: {
    orderId: string
    reason: string
    cancelledBy: string
    refundAmount: number
  }
}

type OrderEvent = OrderCreated | OrderPaymentConfirmed | OrderCancelled

// aggregates/order-aggregate.ts

import { EventStoreDBClient, jsonEvent, FORWARDS, START } from '@eventstore/db-client'

interface OrderState {
  orderId: string
  status: 'CREATED' | 'PAID' | 'SHIPPED' | 'CANCELLED'
  customerId: string
  totalAmount: number
  items: Array<{ productId: string; quantity: number; unitPrice: number }>
  version: number
}

class OrderAggregate {
  private state: OrderState
  private pendingEvents: OrderEvent[] = []

  constructor() {
    this.state = {
      orderId: '',
      status: 'CREATED',
      customerId: '',
      totalAmount: 0,
      items: [],
      version: -1,
    }
  }

  // 이벤트 재생으로 상태 복원
  static async load(client: EventStoreDBClient, orderId: string): Promise<OrderAggregate> {
    const aggregate = new OrderAggregate()
    const streamName = `order-${orderId}`

    const events = client.readStream(streamName, {
      direction: FORWARDS,
      fromRevision: START,
    })

    for await (const resolvedEvent of events) {
      const event = resolvedEvent.event
      if (event) {
        aggregate.apply(event.data as OrderEvent, false)
        aggregate.state.version = Number(resolvedEvent.event!.revision)
      }
    }

    return aggregate
  }

  // 커맨드: 주문 생성
  createOrder(command: {
    orderId: string
    customerId: string
    items: Array<{ productId: string; quantity: number; unitPrice: number }>
  }): void {
    // 불변식 검증
    if (this.state.orderId !== '') {
      throw new Error(`Order ${command.orderId} already exists`)
    }
    if (command.items.length === 0) {
      throw new Error('Order must contain at least one item')
    }

    const totalAmount = command.items.reduce((sum, item) => sum + item.quantity * item.unitPrice, 0)

    const event: OrderCreated = {
      eventType: 'OrderCreated',
      eventVersion: 1,
      aggregateId: command.orderId,
      timestamp: new Date().toISOString(),
      metadata: { correlationId: '', causationId: '', userId: '' },
      data: {
        orderId: command.orderId,
        customerId: command.customerId,
        items: command.items.map((i) => ({
          ...i,
          productName: '', // 조회 시 채움
        })),
        totalAmount,
        currency: 'KRW',
        shippingAddress: { street: '', city: '', zipCode: '', country: 'KR' },
      },
    }

    this.apply(event, true)
  }

  // 커맨드: 결제 확인
  confirmPayment(
    paymentId: string,
    amount: number,
    method: 'CREDIT_CARD' | 'BANK_TRANSFER' | 'WALLET'
  ): void {
    if (this.state.status !== 'CREATED') {
      throw new Error(`Cannot confirm payment for order in status: ${this.state.status}`)
    }
    if (amount !== this.state.totalAmount) {
      throw new Error(
        `Payment amount ${amount} does not match order total ${this.state.totalAmount}`
      )
    }

    const event: OrderPaymentConfirmed = {
      eventType: 'OrderPaymentConfirmed',
      eventVersion: 1,
      aggregateId: this.state.orderId,
      timestamp: new Date().toISOString(),
      metadata: { correlationId: '', causationId: '', userId: '' },
      data: {
        orderId: this.state.orderId,
        paymentId,
        amount,
        method,
        confirmedAt: new Date().toISOString(),
      },
    }

    this.apply(event, true)
  }

  // 이벤트 적용 (상태 전이)
  private apply(event: OrderEvent, isNew: boolean): void {
    switch (event.eventType) {
      case 'OrderCreated':
        this.state.orderId = event.data.orderId
        this.state.customerId = event.data.customerId
        this.state.totalAmount = event.data.totalAmount
        this.state.items = event.data.items
        this.state.status = 'CREATED'
        break
      case 'OrderPaymentConfirmed':
        this.state.status = 'PAID'
        break
      case 'OrderCancelled':
        this.state.status = 'CANCELLED'
        break
    }

    if (isNew) {
      this.pendingEvents.push(event)
    }
  }

  // 이벤트 스토어에 저장
  async save(client: EventStoreDBClient): Promise<void> {
    if (this.pendingEvents.length === 0) return

    const streamName = `order-${this.state.orderId}`
    const events = this.pendingEvents.map((e) =>
      jsonEvent({ type: e.eventType, data: e.data, metadata: e.metadata })
    )

    await client.appendToStream(streamName, events, {
      expectedRevision: this.state.version === -1 ? 'no_stream' : BigInt(this.state.version),
    })

    this.pendingEvents = []
  }
}

# projections/order_summary_projection.py

import asyncio
import json
from datetime import datetime
from esdbclient import EventStoreDBClient, NewEvent, StreamState
from dataclasses import dataclass, asdict
from typing import Optional
import asyncpg

@dataclass
class OrderSummaryReadModel:
    order_id: str
    customer_id: str
    status: str
    total_amount: float
    item_count: int
    created_at: str
    updated_at: str
    payment_method: Optional[str] = None
    cancelled_reason: Optional[str] = None


class OrderSummaryProjection:
    def __init__(self, esdb_client: EventStoreDBClient, pg_pool: asyncpg.Pool):
        self.esdb = esdb_client
        self.pg_pool = pg_pool
        self._checkpoint_interval = 100
        self._processed_count = 0

    async def start(self):
        """catch-up 구독으로 프로젝션 시작"""
        last_position = await self._load_checkpoint()

        subscription = self.esdb.subscribe_to_all(
            from_position=last_position,
            filter_include=[r"order-.*"],  # order- 로 시작하는 스트림만 구독
        )

        for event in subscription:
            try:
                await self._handle_event(event)
                self._processed_count += 1

                # 주기적으로 체크포인트 저장
                if self._processed_count % self._checkpoint_interval == 0:
                    await self._save_checkpoint(event.commit_position)

            except Exception as e:
                print(f"Projection error at position {event.commit_position}: {e}")
                # 에러 발생 시 체크포인트까지 저장하고 재시작
                await self._save_checkpoint(event.commit_position)
                raise

    async def _handle_event(self, event):
        """이벤트 타입별 핸들러 라우팅"""
        handler_map = {
            'OrderCreated': self._on_order_created,
            'OrderPaymentConfirmed': self._on_payment_confirmed,
            'OrderCancelled': self._on_order_cancelled,
        }

        handler = handler_map.get(event.type)
        if handler:
            data = json.loads(event.data)
            await handler(data)

    async def _on_order_created(self, data: dict):
        """주문 생성 이벤트 처리 - 읽기 모델 INSERT"""
        async with self.pg_pool.acquire() as conn:
            await conn.execute("""
                INSERT INTO order_summary (
                    order_id, customer_id, status, total_amount,
                    item_count, created_at, updated_at
                ) VALUES ($1, $2, $3, $4, $5, $6, $7)
                ON CONFLICT (order_id) DO UPDATE SET
                    status = EXCLUDED.status,
                    updated_at = EXCLUDED.updated_at
            """,
                data['orderId'],
                data['customerId'],
                'CREATED',
                data['totalAmount'],
                len(data['items']),
                datetime.fromisoformat(data.get('createdAt', datetime.now().isoformat())),
                datetime.now(),
            )

    async def _on_payment_confirmed(self, data: dict):
        """결제 확인 이벤트 처리 - 읽기 모델 UPDATE"""
        async with self.pg_pool.acquire() as conn:
            await conn.execute("""
                UPDATE order_summary
                SET status = 'PAID',
                    payment_method = $2,
                    updated_at = $3
                WHERE order_id = $1
            """, data['orderId'], data['method'], datetime.now())

    async def _on_order_cancelled(self, data: dict):
        """주문 취소 이벤트 처리"""
        async with self.pg_pool.acquire() as conn:
            await conn.execute("""
                UPDATE order_summary
                SET status = 'CANCELLED',
                    cancelled_reason = $2,
                    updated_at = $3
                WHERE order_id = $1
            """, data['orderId'], data['reason'], datetime.now())

    async def _load_checkpoint(self) -> Optional[int]:
        """마지막 처리 위치 로드"""
        async with self.pg_pool.acquire() as conn:
            row = await conn.fetchrow(
                "SELECT position FROM projection_checkpoints WHERE name = $1",
                'order_summary'
            )
            return row['position'] if row else None

    async def _save_checkpoint(self, position: int):
        """처리 위치 저장"""
        async with self.pg_pool.acquire() as conn:
            await conn.execute("""
                INSERT INTO projection_checkpoints (name, position, updated_at)
                VALUES ($1, $2, NOW())
                ON CONFLICT (name) DO UPDATE SET
                    position = EXCLUDED.position,
                    updated_at = NOW()
            """, 'order_summary', position)

-- 프로젝션이 사용하는 읽기 모델 테이블
CREATE TABLE order_summary (
    order_id        VARCHAR(36) PRIMARY KEY,
    customer_id     VARCHAR(36) NOT NULL,
    status          VARCHAR(20) NOT NULL,
    total_amount    DECIMAL(15,2) NOT NULL,
    item_count      INTEGER NOT NULL,
    payment_method  VARCHAR(20),
    cancelled_reason TEXT,
    created_at      TIMESTAMP NOT NULL,
    updated_at      TIMESTAMP NOT NULL
);

-- 고객별 주문 조회 최적화 인덱스
CREATE INDEX idx_order_summary_customer ON order_summary(customer_id, status);

-- 상태별 필터링 인덱스
CREATE INDEX idx_order_summary_status ON order_summary(status, created_at DESC);

-- 프로젝션 체크포인트 테이블
CREATE TABLE projection_checkpoints (
    name        VARCHAR(100) PRIMARY KEY,
    position    BIGINT NOT NULL,
    updated_at  TIMESTAMP NOT NULL
);

// snapshots/snapshot-store.ts

interface Snapshot<T> {
  aggregateId: string
  aggregateType: string
  version: number // 스냅샷 시점의 Aggregate 버전
  schemaVersion: number // 스냅샷 스키마 버전 (업그레이드 감지용)
  state: T
  createdAt: string
}

class SnapshotStore {
  private client: EventStoreDBClient
  private snapshotInterval: number

  constructor(client: EventStoreDBClient, snapshotInterval = 200) {
    this.client = client
    this.snapshotInterval = snapshotInterval
  }

  async saveSnapshot<T>(snapshot: Snapshot<T>): Promise<void> {
    const streamName = `snapshot-${snapshot.aggregateType}-${snapshot.aggregateId}`
    const event = jsonEvent({
      type: 'Snapshot',
      data: snapshot,
    })

    // 스냅샷 스트림은 최신 1개만 유지 (maxCount 설정)
    await this.client.appendToStream(streamName, [event])
    await this.client.setStreamMetadata(streamName, {
      maxCount: 3, // 최근 3개만 유지하여 롤백 가능성 확보
    })
  }

  async loadSnapshot<T>(
    aggregateType: string,
    aggregateId: string,
    currentSchemaVersion: number
  ): Promise<Snapshot<T> | null> {
    const streamName = `snapshot-${aggregateType}-${aggregateId}`

    try {
      const events = this.client.readStream(streamName, {
        direction: BACKWARDS,
        fromRevision: END,
        maxCount: 1,
      })

      for await (const resolved of events) {
        const snapshot = resolved.event!.data as Snapshot<T>

        // 스키마 버전이 다르면 스냅샷 무시 (전체 이벤트 재생)
        if (snapshot.schemaVersion !== currentSchemaVersion) {
          console.warn(
            `Snapshot schema mismatch for ${aggregateId}: ` +
              `expected ${currentSchemaVersion}, got ${snapshot.schemaVersion}. ` +
              `Replaying all events.`
          )
          return null
        }

        return snapshot
      }
    } catch (error) {
      // 스냅샷 스트림이 없으면 null 반환
      return null
    }

    return null
  }

  shouldTakeSnapshot(currentVersion: number, lastSnapshotVersion: number): boolean {
    return currentVersion - lastSnapshotVersion >= this.snapshotInterval
  }
}

// versioning/event-upcaster.ts

type Upcaster = (event: any) => any

// 버전별 업캐스터 등록
const upcasters: Map<string, Map<number, Upcaster>> = new Map()

// OrderCreated v1 -> v2: shippingAddress를 구조화된 객체로 변경
upcasters.set(
  'OrderCreated',
  new Map([
    [
      1,
      (event: any) => {
        // v1에서 shippingAddress가 단일 문자열이었던 경우
        const address =
          typeof event.data.shippingAddress === 'string'
            ? {
                street: event.data.shippingAddress,
                city: 'UNKNOWN',
                zipCode: 'UNKNOWN',
                country: 'KR',
              }
            : event.data.shippingAddress

        return {
          ...event,
          eventVersion: 2,
          data: {
            ...event.data,
            shippingAddress: address,
            // v2에서 추가된 필드에 기본값 적용
            orderSource: event.data.orderSource ?? 'WEB',
          },
        }
      },
    ],
  ])
)

function upcastEvent(event: any): any {
  const eventUpcasters = upcasters.get(event.eventType)
  if (!eventUpcasters) return event

  let current = event
  const targetVersion = Math.max(...Array.from(eventUpcasters.keys())) + 1

  // 현재 버전부터 최신 버전까지 순차 적용
  for (let v = current.eventVersion; v < targetVersion; v++) {
    const upcaster = eventUpcasters.get(v)
    if (upcaster) {
      current = upcaster(current)
    }
  }

  return current
}

// 사용 예
// const rawEvent = loadFromEventStore();
// const currentEvent = upcastEvent(rawEvent);
// aggregate.apply(currentEvent);

// BAD: 이벤트에 전체 상태를 넣는 것은 CRUD와 다를 바 없다
interface OrderUpdated {
  eventType: 'OrderUpdated'
  data: {
    order: Order // 전체 Order 객체
  }
}

// GOOD: 변경된 사실만 이벤트로 기록
interface OrderItemAdded {
  eventType: 'OrderItemAdded'
  data: {
    orderId: string
    productId: string
    quantity: number
    unitPrice: number
  }
}