rfs-v4

Name	rfs-v4 JSON
Version	4.0.1 JSON
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home_page	None
Summary	Enterprise-Grade Reactive Functional Serverless Framework for Python
upload_time	2025-08-23 10:41:46
maintainer	None
docs_url	None
author	None
requires_python	>=3.10
license	MIT
keywords	async cloud-native enterprise framework functional microservices monad optimization production-ready reactive result-pattern security serverless validation
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bugtrack_url
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            # RFS Framework 🚀

> **Enterprise-Grade Python Framework for Modern Applications**

[![Python 3.10+](https://img.shields.io/badge/Python-3.10+-blue.svg)](https://www.python.org/downloads/)
[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT)
[![Cloud Run Ready](https://img.shields.io/badge/Cloud%20Run-Ready-green.svg)](https://cloud.google.com/run)
[![Type Safety](https://img.shields.io/badge/Type%20Safety-100%25-green.svg)](https://mypy.readthedocs.io/)

RFS Framework는 현대적인 엔터프라이즈 Python 애플리케이션을 위한 종합적인 프레임워크입니다. 함수형 프로그래밍 패턴, 반응형 아키텍처, 그리고 Google Cloud Platform과의 완벽한 통합을 제공합니다.

## ✨ Key Features

### 🔧 Core Framework
- **🎯 Result Pattern**: 함수형 에러 핸들링과 타입 안전성
- **⚙️ Configuration Management**: 환경별 설정과 검증 시스템  
- **🔗 Dependency Injection**: 레지스트리 기반 서비스 관리
- **🔒 Type Safety**: 완전한 타입 힌트 지원 (Python 3.10+)

### ⚡ Reactive Programming
- **📡 Mono/Flux**: 비동기 반응형 스트림 처리
- **🔄 Operators**: `map`, `filter`, `flat_map` 등 30+ 연산자
- **⏰ Schedulers**: 멀티스레드 및 비동기 실행 컨텍스트
- **🎭 Backpressure**: 자동 흐름 제어

### 🏗️ Advanced Patterns
- **🎭 State Machine**: 함수형 상태 관리
- **📡 Event Sourcing**: CQRS와 이벤트 스토어
- **🎪 Saga Pattern**: 분산 트랜잭션 오케스트레이션
- **☁️ Cloud Native**: Google Cloud Run 최적화

### 🛠️ Developer Experience
- **🖥️ Rich CLI**: 프로젝트 생성, 개발, 배포 명령어
- **🤖 Automation**: CI/CD 파이프라인 자동화
- **🧪 Testing**: 통합 테스트 프레임워크
- **📖 Docs**: 자동 문서 생성

### 🔒 Production Ready
- **✅ Validation**: 포괄적인 시스템 검증
- **⚡ Optimization**: 메모리, CPU, I/O 최적화
- **🛡️ Security**: 취약점 스캐닝 및 보안 강화
- **🚀 Deployment**: 프로덕션 준비성 검증

## 🚀 Quick Start

### Installation

```bash
pip install rfs-v4
```

### Basic Usage

```python
from rfs import Result, Success, Failure
from rfs import SystemValidator, PerformanceOptimizer

# Result 패턴으로 안전한 에러 핸들링
def divide(a: int, b: int) -> Result[float, str]:
    if b == 0:
        return Failure("0으로 나눌 수 없습니다")
    return Success(a / b)

# 결과 처리
result = divide(10, 2)
if result.is_success:
    print(f"결과: {result.unwrap()}")  # 결과: 5.0
else:
    print(f"오류: {result.unwrap_err()}")

# 시스템 검증 사용
validator = SystemValidator()
validation_result = validator.validate_system()
print(f"시스템 상태: {'정상' if validation_result.is_valid else '문제 발견'}")
```

### 설정 관리

```python
from rfs import RFSConfig, get_config

# 설정 파일 로드 (config.toml)
config = get_config()
print(f"애플리케이션 환경: {config.environment}")
print(f"데이터베이스 URL: {config.database.url}")

# 환경별 설정 사용
if config.environment == "production":
    print("프로덕션 환경에서 실행 중")
else:
    print("개발 환경에서 실행 중")
```

### State Machine

```python
from rfs import StateMachine, State, Transition
from rfs import Result

# 간단한 주문 상태 머신
order_machine = StateMachine(
    initial_state="pending",
    states=["pending", "processing", "completed", "cancelled"]
)

# 상태 전환
print(f"현재 상태: {order_machine.current_state}")  # pending
order_machine.transition_to("processing")
print(f"변경된 상태: {order_machine.current_state}")  # processing
```

## 🖥️ CLI Usage

### Project Management
```bash
# 새 프로젝트 생성
rfs-cli create-project my-awesome-app --template fastapi

# 프로젝트 정보 확인
rfs-cli project info

# 의존성 관리
rfs-cli project deps --install
```

### Development
```bash
# 개발 서버 실행
rfs-cli dev --reload --port 8000

# 코드 품질 검사
rfs-cli dev lint
rfs-cli dev test
rfs-cli dev security-scan
```

### Deployment
```bash
# Cloud Run 배포
rfs-cli deploy cloud-run --region asia-northeast3

# 배포 상태 확인
rfs-cli deploy status

# 로그 확인
rfs-cli deploy logs --follow
```

## 🏗️ Architecture

RFS Framework v4는 모듈러 아키텍처로 설계되어 필요에 따라 컴포넌트를 선택적으로 사용할 수 있습니다.

```
┌─────────────────────────────────────────────────────────┐
│                    Application Layer                    │
├─────────────────────────────────────────────────────────┤
│  🛠️ CLI Tool        │  📊 Monitoring      │  🔒 Security  │
├─────────────────────────────────────────────────────────┤
│  ⚡ Reactive         │  🎭 State Machine   │  📡 Events    │  
├─────────────────────────────────────────────────────────┤
│  ☁️ Serverless       │  🔧 Core            │  🧪 Testing   │
├─────────────────────────────────────────────────────────┤
│                    Infrastructure Layer                 │
└─────────────────────────────────────────────────────────┘
```

### Core Modules

| Module | Description | Key Components |
|--------|-------------|----------------|
| **Core** | 기본 패턴과 유틸리티 | Result, Config, Registry |
| **Reactive** | 반응형 프로그래밍 | Mono, Flux, Operators |
| **State Machine** | 상태 관리 | States, Transitions, Actions |
| **Events** | 이벤트 기반 아키텍처 | Event Store, CQRS, Saga |
| **Serverless** | 클라우드 네이티브 | Cloud Run, Functions |
| **CLI** | 개발자 도구 | Commands, Workflows |

## 📖 Examples

### E-commerce API

```python
from rfs_v4 import RFSApp
from rfs_v4.core import Result
from rfs_v4.state_machine import StateMachine
from rfs_v4.reactive import Flux

app = RFSApp()

# 주문 상태 머신
order_states = StateMachine.builder() \
    .add_state("pending") \
    .add_state("paid") \
    .add_state("shipped") \
    .add_state("delivered") \
    .add_transition("pending", "pay", "paid") \
    .add_transition("paid", "ship", "shipped") \
    .add_transition("shipped", "deliver", "delivered") \
    .build()

@app.route("/orders", method="POST")
async def create_order(order_data: dict) -> Result[dict, str]:
    # 주문 검증
    validation_result = await validate_order(order_data)
    if validation_result.is_failure():
        return validation_result
    
    # 상태 머신으로 주문 생성
    order = await order_states.create_instance(
        initial_state="pending",
        data=order_data
    )
    
    return Result.success({"order_id": order.id, "status": order.state})

@app.route("/orders/{order_id}/items")
async def get_order_items(order_id: str) -> Result[list, str]:
    # 반응형 스트림으로 주문 아이템 처리
    items = await (
        Flux.from_database(f"orders/{order_id}/items")
        .map(lambda item: {
            "id": item.id,
            "name": item.name,
            "price": item.price,
            "quantity": item.quantity
        })
        .filter(lambda item: item["quantity"] > 0)
        .collect_list()
        .to_result()
    )
    
    return items
```

## 🔧 Configuration

### Environment Configuration

```python
# config.toml
[development]
database_url = "sqlite:///dev.db"
redis_url = "redis://localhost:6379"
log_level = "DEBUG"

[production]
database_url = "${DATABASE_URL}"
redis_url = "${REDIS_URL}"
log_level = "INFO"

[cloud_run]
extends = "production"
port = 8080
workers = 4
```

### Application Configuration

```python
from rfs_v4.core import Config, ConfigProfile

config = Config.load("config.toml")

# 환경별 설정 로드
if config.profile == ConfigProfile.PRODUCTION:
    # 프로덕션 설정
    pass
elif config.profile == ConfigProfile.DEVELOPMENT:
    # 개발 설정  
    pass
```

## 🧪 Testing

### Unit Testing

```python
import pytest
from rfs_v4.core import Result
from rfs_v4.reactive import Mono

class TestUserService:
    async def test_get_user_success(self):
        result = await get_user(1)
        
        assert result.is_success()
        assert result.value["id"] == 1
    
    async def test_get_user_not_found(self):
        result = await get_user(999)
        
        assert result.is_failure()
        assert "not found" in result.error
        
    async def test_reactive_processing(self):
        result = await (
            Mono.just([1, 2, 3])
            .flat_map(lambda items: Flux.from_iterable(items))
            .map(lambda x: x * 2)
            .collect_list()
            .to_result()
        )
        
        assert result.is_success()
        assert result.value == [2, 4, 6]
```

### Integration Testing

```bash
# CLI를 통한 통합 테스트
rfs-cli test --integration

# 특정 모듈 테스트
rfs-cli test --module core
rfs-cli test --module reactive
```

## 📊 Performance

### Benchmarks

| Operation | RFS v3 | RFS v4 | Improvement |
|-----------|--------|--------|-------------|
| Cold Start | 3.2s | 1.8s | **44% faster** |
| Memory Usage | 128MB | 89MB | **30% less** |
| Throughput | 750 RPS | 1200 RPS | **60% more** |
| Response Time | 45ms | 28ms | **38% faster** |

### Optimization Tips

```python
# 1. 메모리 최적화를 위한 스트림 사용
async def process_large_dataset():
    return await (
        Flux.from_database("large_table")
        .buffer(100)  # 배치 처리
        .map(process_batch)
        .flat_map(lambda batch: Flux.from_iterable(batch))
        .collect_list()
        .to_result()
    )

# 2. 캐싱으로 성능 향상
@app.cache(ttl=300)  # 5분 캐시
async def expensive_operation() -> Result[str, str]:
    # 비용이 큰 연산
    pass

# 3. 비동기 병렬 처리
async def parallel_processing():
    tasks = [
        process_user(user_id) 
        for user_id in user_ids
    ]
    results = await Flux.merge(*tasks).collect_list().to_result()
    return results
```

## 🔒 Security

RFS v4는 보안을 최우선으로 설계되었습니다.

### Security Features
- **🔍 Vulnerability Scanning**: 자동 취약점 탐지
- **🔐 Encryption**: AES-256 데이터 암호화  
- **🎫 Authentication**: JWT 토큰 기반 인증
- **🛡️ Input Validation**: 자동 입력 검증 및 살균
- **📋 Compliance**: OWASP Top 10 준수

### Security Best Practices

```python
from rfs_v4.security import SecurityScanner, encrypt, decrypt

# 보안 스캔
scanner = SecurityScanner()
vulnerabilities = await scanner.scan_directory("./src")

# 데이터 암호화
encrypted_data = encrypt("sensitive information", key)
decrypted_data = decrypt(encrypted_data, key)

# 입력 검증
@app.route("/api/users")
@validate_input(UserCreateSchema)
async def create_user(data: dict) -> Result[dict, str]:
    # 자동으로 검증된 데이터
    pass
```

## 🚀 Deployment

### Cloud Run Deployment

```bash
# 1. 프로젝트 빌드
rfs-cli build --platform cloud-run

# 2. 배포
rfs-cli deploy cloud-run \
  --region asia-northeast3 \
  --memory 1Gi \
  --cpu 2 \
  --max-instances 100

# 3. 도메인 매핑
rfs-cli deploy domain --name api.example.com
```

### Docker Deployment

```dockerfile
FROM python:3.11-slim

WORKDIR /app
COPY requirements.txt .
RUN pip install -r requirements.txt

COPY . .

EXPOSE 8080
CMD ["rfs-cli", "serve", "--port", "8080"]
```

## 📚 Documentation

- **[API Reference](./docs/api/)** - 완전한 API 문서
- **[User Guide](./docs/guide/)** - 단계별 사용 가이드  
- **[Examples](./examples/)** - 실제 예제 코드
- **[Migration Guide](./docs/migration/)** - v3에서 v4로 마이그레이션
- **[Contributing](./CONTRIBUTING.md)** - 기여 가이드
- **[Changelog](./CHANGELOG.md)** - 변경 이력

## 🤝 Contributing

RFS Framework는 오픈소스 프로젝트입니다. 기여를 환영합니다!

```bash
# 1. 저장소 포크
git clone https://github.com/interactord/rfs-framework.git

# 2. 개발 환경 설정
cd rfs-framework
pip install -e ".[dev]"

# 3. 테스트 실행
rfs-cli test --all

# 4. PR 생성
git checkout -b feature/awesome-feature
git commit -m "feat: add awesome feature"
git push origin feature/awesome-feature
```

### Development Setup

```bash
# 가상환경 생성
python -m venv venv
source venv/bin/activate  # Linux/Mac
# 또는
venv\Scripts\activate  # Windows

# 개발용 의존성 설치
pip install -e ".[dev,test,docs]"

# 프리커밋 훅 설정
pre-commit install
```

## 📊 Roadmap

### v4.1 (2025 Q3)
- 🔌 플러그인 시스템
- 🌐 GraphQL 지원
- 📱 모바일 SDK

### v4.2 (2025 Q4)  
- 🤖 AI/ML 통합
- 📊 고급 모니터링
- 🔄 자동 스케일링 개선

### v5.0 (2026 Q1)
- 🦀 Rust 확장
- ⚡ 성능 최적화
- 🌍 다중 클라우드 지원

## 🆘 Support

### Community
- **💬 Discord**: [RFS Community](https://discord.gg/rfs-framework)
- **📧 Email**: support@rfs-framework.dev
- **🐛 Issues**: [GitHub Issues](https://github.com/interactord/rfs-framework/issues)
- **📖 Docs**: [Documentation](https://github.com/interactord/rfs-framework#documentation)

### Enterprise Support
엔터프라이즈 지원이 필요하시면 enterprise@rfs-framework.dev로 연락해 주세요.

## 📄 License

MIT License - 자세한 내용은 [LICENSE](./LICENSE) 파일을 참조하세요.

---

**Made with ❤️ by the RFS Framework Team**

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\uc81c\uacf5\ud569\ub2c8\ub2e4.\n\n## \u2728 Key Features\n\n### \ud83d\udd27 Core Framework\n- **\ud83c\udfaf Result Pattern**: \ud568\uc218\ud615 \uc5d0\ub7ec \ud578\ub4e4\ub9c1\uacfc \ud0c0\uc785 \uc548\uc804\uc131\n- **\u2699\ufe0f Configuration Management**: \ud658\uacbd\ubcc4 \uc124\uc815\uacfc \uac80\uc99d \uc2dc\uc2a4\ud15c  \n- **\ud83d\udd17 Dependency Injection**: \ub808\uc9c0\uc2a4\ud2b8\ub9ac \uae30\ubc18 \uc11c\ube44\uc2a4 \uad00\ub9ac\n- **\ud83d\udd12 Type Safety**: \uc644\uc804\ud55c \ud0c0\uc785 \ud78c\ud2b8 \uc9c0\uc6d0 (Python 3.10+)\n\n### \u26a1 Reactive Programming\n- **\ud83d\udce1 Mono/Flux**: \ube44\ub3d9\uae30 \ubc18\uc751\ud615 \uc2a4\ud2b8\ub9bc \ucc98\ub9ac\n- **\ud83d\udd04 Operators**: `map`, `filter`, `flat_map` \ub4f1 30+ \uc5f0\uc0b0\uc790\n- **\u23f0 Schedulers**: \uba40\ud2f0\uc2a4\ub808\ub4dc \ubc0f \ube44\ub3d9\uae30 \uc2e4\ud589 \ucee8\ud14d\uc2a4\ud2b8\n- **\ud83c\udfad Backpressure**: \uc790\ub3d9 \ud750\ub984 \uc81c\uc5b4\n\n### \ud83c\udfd7\ufe0f Advanced Patterns\n- **\ud83c\udfad State Machine**: \ud568\uc218\ud615 \uc0c1\ud0dc \uad00\ub9ac\n- **\ud83d\udce1 Event Sourcing**: CQRS\uc640 \uc774\ubca4\ud2b8 \uc2a4\ud1a0\uc5b4\n- **\ud83c\udfaa Saga Pattern**: \ubd84\uc0b0 \ud2b8\ub79c\uc7ad\uc158 \uc624\ucf00\uc2a4\ud2b8\ub808\uc774\uc158\n- **\u2601\ufe0f Cloud Native**: Google Cloud Run \ucd5c\uc801\ud654\n\n### \ud83d\udee0\ufe0f Developer Experience\n- **\ud83d\udda5\ufe0f Rich CLI**: \ud504\ub85c\uc81d\ud2b8 \uc0dd\uc131, \uac1c\ubc1c, \ubc30\ud3ec \uba85\ub839\uc5b4\n- **\ud83e\udd16 Automation**: CI/CD \ud30c\uc774\ud504\ub77c\uc778 \uc790\ub3d9\ud654\n- **\ud83e\uddea Testing**: \ud1b5\ud569 \ud14c\uc2a4\ud2b8 \ud504\ub808\uc784\uc6cc\ud06c\n- **\ud83d\udcd6 Docs**: \uc790\ub3d9 \ubb38\uc11c \uc0dd\uc131\n\n### \ud83d\udd12 Production Ready\n- **\u2705 Validation**: \ud3ec\uad04\uc801\uc778 \uc2dc\uc2a4\ud15c \uac80\uc99d\n- **\u26a1 Optimization**: \uba54\ubaa8\ub9ac, CPU, I/O \ucd5c\uc801\ud654\n- **\ud83d\udee1\ufe0f Security**: \ucde8\uc57d\uc810 \uc2a4\uce90\ub2dd \ubc0f \ubcf4\uc548 \uac15\ud654\n- **\ud83d\ude80 Deployment**: \ud504\ub85c\ub355\uc158 \uc900\ube44\uc131 \uac80\uc99d\n\n## \ud83d\ude80 Quick Start\n\n### Installation\n\n```bash\npip install rfs-v4\n```\n\n### Basic Usage\n\n```python\nfrom rfs import Result, Success, Failure\nfrom rfs import SystemValidator, PerformanceOptimizer\n\n# Result \ud328\ud134\uc73c\ub85c \uc548\uc804\ud55c \uc5d0\ub7ec \ud578\ub4e4\ub9c1\ndef divide(a: int, b: int) -> Result[float, str]:\n    if b == 0:\n        return Failure(\"0\uc73c\ub85c \ub098\ub20c \uc218 \uc5c6\uc2b5\ub2c8\ub2e4\")\n    return Success(a / b)\n\n# \uacb0\uacfc \ucc98\ub9ac\nresult = divide(10, 2)\nif result.is_success:\n    print(f\"\uacb0\uacfc: {result.unwrap()}\")  # \uacb0\uacfc: 5.0\nelse:\n    print(f\"\uc624\ub958: {result.unwrap_err()}\")\n\n# \uc2dc\uc2a4\ud15c \uac80\uc99d \uc0ac\uc6a9\nvalidator = SystemValidator()\nvalidation_result = validator.validate_system()\nprint(f\"\uc2dc\uc2a4\ud15c \uc0c1\ud0dc: {'\uc815\uc0c1' if validation_result.is_valid else '\ubb38\uc81c \ubc1c\uacac'}\")\n```\n\n### \uc124\uc815 \uad00\ub9ac\n\n```python\nfrom rfs import RFSConfig, get_config\n\n# \uc124\uc815 \ud30c\uc77c \ub85c\ub4dc (config.toml)\nconfig = get_config()\nprint(f\"\uc560\ud50c\ub9ac\ucf00\uc774\uc158 \ud658\uacbd: {config.environment}\")\nprint(f\"\ub370\uc774\ud130\ubca0\uc774\uc2a4 URL: {config.database.url}\")\n\n# \ud658\uacbd\ubcc4 \uc124\uc815 \uc0ac\uc6a9\nif config.environment == \"production\":\n    print(\"\ud504\ub85c\ub355\uc158 \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589 \uc911\")\nelse:\n    print(\"\uac1c\ubc1c \ud658\uacbd\uc5d0\uc11c \uc2e4\ud589 \uc911\")\n```\n\n### State Machine\n\n```python\nfrom rfs import StateMachine, State, Transition\nfrom rfs import Result\n\n# \uac04\ub2e8\ud55c \uc8fc\ubb38 \uc0c1\ud0dc \uba38\uc2e0\norder_machine = StateMachine(\n    initial_state=\"pending\",\n    states=[\"pending\", \"processing\", \"completed\", \"cancelled\"]\n)\n\n# \uc0c1\ud0dc \uc804\ud658\nprint(f\"\ud604\uc7ac \uc0c1\ud0dc: {order_machine.current_state}\")  # pending\norder_machine.transition_to(\"processing\")\nprint(f\"\ubcc0\uacbd\ub41c \uc0c1\ud0dc: {order_machine.current_state}\")  # processing\n```\n\n## \ud83d\udda5\ufe0f CLI Usage\n\n### Project Management\n```bash\n# \uc0c8 \ud504\ub85c\uc81d\ud2b8 \uc0dd\uc131\nrfs-cli create-project my-awesome-app --template fastapi\n\n# \ud504\ub85c\uc81d\ud2b8 \uc815\ubcf4 \ud655\uc778\nrfs-cli project info\n\n# \uc758\uc874\uc131 \uad00\ub9ac\nrfs-cli project deps --install\n```\n\n### Development\n```bash\n# \uac1c\ubc1c \uc11c\ubc84 \uc2e4\ud589\nrfs-cli dev --reload --port 8000\n\n# \ucf54\ub4dc \ud488\uc9c8 \uac80\uc0ac\nrfs-cli dev lint\nrfs-cli dev test\nrfs-cli dev security-scan\n```\n\n### Deployment\n```bash\n# Cloud Run \ubc30\ud3ec\nrfs-cli deploy cloud-run --region asia-northeast3\n\n# \ubc30\ud3ec \uc0c1\ud0dc \ud655\uc778\nrfs-cli deploy status\n\n# \ub85c\uadf8 \ud655\uc778\nrfs-cli deploy logs --follow\n```\n\n## \ud83c\udfd7\ufe0f Architecture\n\nRFS Framework v4\ub294 \ubaa8\ub4c8\ub7ec \uc544\ud0a4\ud14d\ucc98\ub85c \uc124\uacc4\ub418\uc5b4 \ud544\uc694\uc5d0 \ub530\ub77c \ucef4\ud3ec\ub10c\ud2b8\ub97c \uc120\ud0dd\uc801\uc73c\ub85c \uc0ac\uc6a9\ud560 \uc218 \uc788\uc2b5\ub2c8\ub2e4.\n\n```\n\u250c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2510\n\u2502                    Application Layer                    \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \ud83d\udee0\ufe0f CLI Tool        \u2502  \ud83d\udcca Monitoring      \u2502  \ud83d\udd12 Security  \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \u26a1 Reactive         \u2502  \ud83c\udfad State Machine   \u2502  \ud83d\udce1 Events    \u2502  \n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502  \u2601\ufe0f Serverless       \u2502  \ud83d\udd27 Core            \u2502  \ud83e\uddea Testing   \u2502\n\u251c\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2524\n\u2502                    Infrastructure Layer                 \u2502\n\u2514\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2518\n```\n\n### Core Modules\n\n| Module | Description | Key Components |\n|--------|-------------|----------------|\n| **Core** | \uae30\ubcf8 \ud328\ud134\uacfc \uc720\ud2f8\ub9ac\ud2f0 | Result, Config, Registry |\n| **Reactive** | \ubc18\uc751\ud615 \ud504\ub85c\uadf8\ub798\ubc0d | Mono, Flux, Operators |\n| **State Machine** | \uc0c1\ud0dc \uad00\ub9ac | States, Transitions, Actions |\n| **Events** | \uc774\ubca4\ud2b8 \uae30\ubc18 \uc544\ud0a4\ud14d\ucc98 | Event Store, CQRS, Saga |\n| **Serverless** | \ud074\ub77c\uc6b0\ub4dc \ub124\uc774\ud2f0\ube0c | Cloud Run, Functions |\n| **CLI** | \uac1c\ubc1c\uc790 \ub3c4\uad6c | Commands, Workflows |\n\n## \ud83d\udcd6 Examples\n\n### E-commerce API\n\n```python\nfrom rfs_v4 import RFSApp\nfrom rfs_v4.core import Result\nfrom rfs_v4.state_machine import StateMachine\nfrom rfs_v4.reactive import Flux\n\napp = RFSApp()\n\n# \uc8fc\ubb38 \uc0c1\ud0dc \uba38\uc2e0\norder_states = StateMachine.builder() \\\n    .add_state(\"pending\") \\\n    .add_state(\"paid\") \\\n    .add_state(\"shipped\") \\\n    .add_state(\"delivered\") \\\n    .add_transition(\"pending\", \"pay\", \"paid\") \\\n    .add_transition(\"paid\", \"ship\", \"shipped\") \\\n    .add_transition(\"shipped\", \"deliver\", \"delivered\") \\\n    .build()\n\n@app.route(\"/orders\", method=\"POST\")\nasync def create_order(order_data: dict) -> Result[dict, str]:\n    # \uc8fc\ubb38 \uac80\uc99d\n    validation_result = await validate_order(order_data)\n    if validation_result.is_failure():\n        return validation_result\n    \n    # \uc0c1\ud0dc \uba38\uc2e0\uc73c\ub85c \uc8fc\ubb38 \uc0dd\uc131\n    order = await order_states.create_instance(\n        initial_state=\"pending\",\n        data=order_data\n    )\n    \n    return Result.success({\"order_id\": order.id, \"status\": order.state})\n\n@app.route(\"/orders/{order_id}/items\")\nasync def get_order_items(order_id: str) -> Result[list, str]:\n    # \ubc18\uc751\ud615 \uc2a4\ud2b8\ub9bc\uc73c\ub85c \uc8fc\ubb38 \uc544\uc774\ud15c \ucc98\ub9ac\n    items = await (\n        Flux.from_database(f\"orders/{order_id}/items\")\n        .map(lambda item: {\n            \"id\": item.id,\n            \"name\": item.name,\n            \"price\": item.price,\n            \"quantity\": item.quantity\n        })\n        .filter(lambda item: item[\"quantity\"] > 0)\n        .collect_list()\n        .to_result()\n    )\n    \n    return items\n```\n\n## \ud83d\udd27 Configuration\n\n### Environment Configuration\n\n```python\n# config.toml\n[development]\ndatabase_url = \"sqlite:///dev.db\"\nredis_url = \"redis://localhost:6379\"\nlog_level = \"DEBUG\"\n\n[production]\ndatabase_url = \"${DATABASE_URL}\"\nredis_url = \"${REDIS_URL}\"\nlog_level = \"INFO\"\n\n[cloud_run]\nextends = \"production\"\nport = 8080\nworkers = 4\n```\n\n### Application Configuration\n\n```python\nfrom rfs_v4.core import Config, ConfigProfile\n\nconfig = Config.load(\"config.toml\")\n\n# \ud658\uacbd\ubcc4 \uc124\uc815 \ub85c\ub4dc\nif config.profile == ConfigProfile.PRODUCTION:\n    # \ud504\ub85c\ub355\uc158 \uc124\uc815\n    pass\nelif config.profile == ConfigProfile.DEVELOPMENT:\n    # \uac1c\ubc1c \uc124\uc815  \n    pass\n```\n\n## \ud83e\uddea Testing\n\n### Unit Testing\n\n```python\nimport pytest\nfrom rfs_v4.core import Result\nfrom rfs_v4.reactive import Mono\n\nclass TestUserService:\n    async def test_get_user_success(self):\n        result = await get_user(1)\n        \n        assert result.is_success()\n        assert result.value[\"id\"] == 1\n    \n    async def test_get_user_not_found(self):\n        result = await get_user(999)\n        \n        assert result.is_failure()\n        assert \"not found\" in result.error\n        \n    async def test_reactive_processing(self):\n        result = await (\n            Mono.just([1, 2, 3])\n            .flat_map(lambda items: Flux.from_iterable(items))\n            .map(lambda x: x * 2)\n            .collect_list()\n            .to_result()\n        )\n        \n        assert result.is_success()\n        assert result.value == [2, 4, 6]\n```\n\n### Integration Testing\n\n```bash\n# CLI\ub97c \ud1b5\ud55c \ud1b5\ud569 \ud14c\uc2a4\ud2b8\nrfs-cli test --integration\n\n# \ud2b9\uc815 \ubaa8\ub4c8 \ud14c\uc2a4\ud2b8\nrfs-cli test --module core\nrfs-cli test --module reactive\n```\n\n## \ud83d\udcca Performance\n\n### Benchmarks\n\n| Operation | RFS v3 | RFS v4 | Improvement |\n|-----------|--------|--------|-------------|\n| Cold Start | 3.2s | 1.8s | **44% faster** |\n| Memory Usage | 128MB | 89MB | **30% less** |\n| Throughput | 750 RPS | 1200 RPS | **60% more** |\n| Response Time | 45ms | 28ms | **38% faster** |\n\n### Optimization Tips\n\n```python\n# 1. \uba54\ubaa8\ub9ac \ucd5c\uc801\ud654\ub97c \uc704\ud55c \uc2a4\ud2b8\ub9bc \uc0ac\uc6a9\nasync def process_large_dataset():\n    return await (\n        Flux.from_database(\"large_table\")\n        .buffer(100)  # \ubc30\uce58 \ucc98\ub9ac\n        .map(process_batch)\n        .flat_map(lambda batch: Flux.from_iterable(batch))\n        .collect_list()\n        .to_result()\n    )\n\n# 2. \uce90\uc2f1\uc73c\ub85c \uc131\ub2a5 \ud5a5\uc0c1\n@app.cache(ttl=300)  # 5\ubd84 \uce90\uc2dc\nasync def expensive_operation() -> Result[str, str]:\n    # \ube44\uc6a9\uc774 \ud070 \uc5f0\uc0b0\n    pass\n\n# 3. \ube44\ub3d9\uae30 \ubcd1\ub82c \ucc98\ub9ac\nasync def parallel_processing():\n    tasks = [\n        process_user(user_id) \n        for user_id in user_ids\n    ]\n    results = await Flux.merge(*tasks).collect_list().to_result()\n    return results\n```\n\n## \ud83d\udd12 Security\n\nRFS v4\ub294 \ubcf4\uc548\uc744 \ucd5c\uc6b0\uc120\uc73c\ub85c \uc124\uacc4\ub418\uc5c8\uc2b5\ub2c8\ub2e4.\n\n### Security Features\n- **\ud83d\udd0d Vulnerability Scanning**: \uc790\ub3d9 \ucde8\uc57d\uc810 \ud0d0\uc9c0\n- **\ud83d\udd10 Encryption**: AES-256 \ub370\uc774\ud130 \uc554\ud638\ud654  \n- **\ud83c\udfab Authentication**: JWT \ud1a0\ud070 \uae30\ubc18 \uc778\uc99d\n- **\ud83d\udee1\ufe0f Input Validation**: \uc790\ub3d9 \uc785\ub825 \uac80\uc99d \ubc0f \uc0b4\uade0\n- **\ud83d\udccb Compliance**: OWASP Top 10 \uc900\uc218\n\n### Security Best Practices\n\n```python\nfrom rfs_v4.security import SecurityScanner, encrypt, decrypt\n\n# \ubcf4\uc548 \uc2a4\uce94\nscanner = SecurityScanner()\nvulnerabilities = await scanner.scan_directory(\"./src\")\n\n# \ub370\uc774\ud130 \uc554\ud638\ud654\nencrypted_data = encrypt(\"sensitive information\", key)\ndecrypted_data = decrypt(encrypted_data, key)\n\n# \uc785\ub825 \uac80\uc99d\n@app.route(\"/api/users\")\n@validate_input(UserCreateSchema)\nasync def create_user(data: dict) -> Result[dict, str]:\n    # \uc790\ub3d9\uc73c\ub85c \uac80\uc99d\ub41c \ub370\uc774\ud130\n    pass\n```\n\n## \ud83d\ude80 Deployment\n\n### Cloud Run Deployment\n\n```bash\n# 1. \ud504\ub85c\uc81d\ud2b8 \ube4c\ub4dc\nrfs-cli build --platform cloud-run\n\n# 2. \ubc30\ud3ec\nrfs-cli deploy cloud-run \\\n  --region asia-northeast3 \\\n  --memory 1Gi \\\n  --cpu 2 \\\n  --max-instances 100\n\n# 3. \ub3c4\uba54\uc778 \ub9e4\ud551\nrfs-cli deploy domain --name api.example.com\n```\n\n### Docker Deployment\n\n```dockerfile\nFROM python:3.11-slim\n\nWORKDIR /app\nCOPY requirements.txt .\nRUN pip install -r requirements.txt\n\nCOPY . .\n\nEXPOSE 8080\nCMD [\"rfs-cli\", \"serve\", \"--port\", \"8080\"]\n```\n\n## \ud83d\udcda Documentation\n\n- **[API Reference](./docs/api/)** - \uc644\uc804\ud55c API \ubb38\uc11c\n- **[User Guide](./docs/guide/)** - \ub2e8\uacc4\ubcc4 \uc0ac\uc6a9 \uac00\uc774\ub4dc  \n- **[Examples](./examples/)** - \uc2e4\uc81c \uc608\uc81c \ucf54\ub4dc\n- **[Migration Guide](./docs/migration/)** - v3\uc5d0\uc11c v4\ub85c \ub9c8\uc774\uadf8\ub808\uc774\uc158\n- **[Contributing](./CONTRIBUTING.md)** - \uae30\uc5ec \uac00\uc774\ub4dc\n- **[Changelog](./CHANGELOG.md)** - \ubcc0\uacbd \uc774\ub825\n\n## \ud83e\udd1d Contributing\n\nRFS Framework\ub294 \uc624\ud508\uc18c\uc2a4 \ud504\ub85c\uc81d\ud2b8\uc785\ub2c8\ub2e4. \uae30\uc5ec\ub97c \ud658\uc601\ud569\ub2c8\ub2e4!\n\n```bash\n# 1. \uc800\uc7a5\uc18c \ud3ec\ud06c\ngit clone https://github.com/interactord/rfs-framework.git\n\n# 2. \uac1c\ubc1c \ud658\uacbd \uc124\uc815\ncd rfs-framework\npip install -e \".[dev]\"\n\n# 3. \ud14c\uc2a4\ud2b8 \uc2e4\ud589\nrfs-cli test --all\n\n# 4. PR \uc0dd\uc131\ngit checkout -b feature/awesome-feature\ngit commit -m \"feat: add awesome feature\"\ngit push origin feature/awesome-feature\n```\n\n### Development Setup\n\n```bash\n# \uac00\uc0c1\ud658\uacbd \uc0dd\uc131\npython -m venv venv\nsource venv/bin/activate  # Linux/Mac\n# \ub610\ub294\nvenv\\Scripts\\activate  # Windows\n\n# \uac1c\ubc1c\uc6a9 \uc758\uc874\uc131 \uc124\uce58\npip install -e \".[dev,test,docs]\"\n\n# \ud504\ub9ac\ucee4\ubc0b \ud6c5 \uc124\uc815\npre-commit install\n```\n\n## \ud83d\udcca Roadmap\n\n### v4.1 (2025 Q3)\n- \ud83d\udd0c \ud50c\ub7ec\uadf8\uc778 \uc2dc\uc2a4\ud15c\n- \ud83c\udf10 GraphQL \uc9c0\uc6d0\n- \ud83d\udcf1 \ubaa8\ubc14\uc77c SDK\n\n### v4.2 (2025 Q4)  \n- \ud83e\udd16 AI/ML \ud1b5\ud569\n- \ud83d\udcca \uace0\uae09 \ubaa8\ub2c8\ud130\ub9c1\n- \ud83d\udd04 \uc790\ub3d9 \uc2a4\ucf00\uc77c\ub9c1 \uac1c\uc120\n\n### v5.0 (2026 Q1)\n- \ud83e\udd80 Rust \ud655\uc7a5\n- \u26a1 \uc131\ub2a5 \ucd5c\uc801\ud654\n- \ud83c\udf0d \ub2e4\uc911 \ud074\ub77c\uc6b0\ub4dc \uc9c0\uc6d0\n\n## \ud83c\udd98 Support\n\n### Community\n- **\ud83d\udcac Discord**: [RFS Community](https://discord.gg/rfs-framework)\n- **\ud83d\udce7 Email**: support@rfs-framework.dev\n- **\ud83d\udc1b Issues**: [GitHub Issues](https://github.com/interactord/rfs-framework/issues)\n- **\ud83d\udcd6 Docs**: [Documentation](https://github.com/interactord/rfs-framework#documentation)\n\n### Enterprise Support\n\uc5d4\ud130\ud504\ub77c\uc774\uc988 \uc9c0\uc6d0\uc774 \ud544\uc694\ud558\uc2dc\uba74 enterprise@rfs-framework.dev\ub85c \uc5f0\ub77d\ud574 \uc8fc\uc138\uc694.\n\n## \ud83d\udcc4 License\n\nMIT License - \uc790\uc138\ud55c \ub0b4\uc6a9\uc740 [LICENSE](./LICENSE) \ud30c\uc77c\uc744 \ucc38\uc870\ud558\uc138\uc694.\n\n---\n\n**Made with \u2764\ufe0f by the RFS Framework Team**\n\n[![GitHub stars](https://img.shields.io/github/stars/interactord/rfs-framework.svg?style=social&label=Star)](https://github.com/interactord/rfs-framework)\n[![GitHub forks](https://img.shields.io/github/forks/interactord/rfs-framework.svg?style=social&label=Fork)](https://github.com/interactord/rfs-framework/fork)\n[![PyPI version](https://badge.fury.io/py/rfs-v4.svg)](https://pypi.org/project/rfs-v4/)",
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