重点摘要
1. 微服务:软件架构的范式转变
微服务的基本概念很简单:它是一个只做一件事的小应用程序,并且把这件事做得很好。
微服务革新了软件开发。 它们将单体应用程序分解为更小的、独立的服务,每个服务负责特定的功能。这种架构方法提供了许多好处:
- 提高开发人员的生产力和速度
- 改善可扩展性和灵活性
- 更容易采用新技术
- 减少技术债务
然而,微服务也带来了新的挑战:
- 增加了操作复杂性
- 可能导致组织孤岛
- 更需要标准化和协调
从单体架构转向微服务需要仔细的规划和公司范围内的重组承诺,包括软件架构和组织结构的重组。
2. 微服务生态系统的四层模型
微服务不是孤立存在的。微服务构建、运行和交互的环境就是它们的生存之地。
理解微服务生态系统至关重要。 四层模型提供了一个全面的框架,用于概念化和管理微服务架构:
- 硬件层:物理服务器、操作系统和资源管理
- 通信层:网络、DNS、服务发现和负载均衡
- 应用平台层:开发工具、部署管道和监控
- 微服务层:实际的微服务及其配置
每一层在整体生态系统中都起着至关重要的作用:
- 底层提供基础设施
- 上层专注于服务特定的功能和业务逻辑
- 明确的关注点分离有助于更好的管理和扩展
有效的微服务架构需要仔细考虑和优化所有四层,以确保服务之间的顺利操作和无缝交互。
3. 生产就绪:微服务标准化的关键
一个生产就绪的应用程序或服务是可以信赖的,能够处理生产流量。
生产就绪确保微服务的可靠性。 为了实现这一点,微服务必须遵循八个关键原则:
- 稳定性
- 可靠性
- 可扩展性
- 容错性
- 灾难准备
- 性能
- 监控
- 文档
这些原则共同作用以:
- 提高整体系统的可用性
- 降低停机和故障的风险
- 提高开发人员的生产力和信心
实施生产就绪标准需要:
- 各级组织的认同
- 明确传达期望和要求
- 定期审计和评审以确保合规
- 随着生态系统的发展不断改进和适应
4. 稳定性和可靠性:微服务架构的基石
一个稳定的微服务是指其开发、部署、新技术的采用以及其他服务的退役或弃用不会导致整个微服务生态系统的不稳定。
稳定性和可靠性构建信任的基础。 为了构建稳定和可靠的微服务,需关注:
- 标准化的开发周期
- 全面的部署管道(预发布、金丝雀发布、生产发布)
- 依赖管理和故障缓解
- 稳定的路由和发现机制
- 谨慎的退役和弃用程序
确保稳定性和可靠性的关键实践:
- 实施全面的代码测试(单元测试、集成测试、端到端测试)
- 使用自动化的构建和发布流程
- 为依赖项实施防御性缓存和回退机制
- 定期审查和更新服务架构
- 维护团队之间的清晰沟通渠道
通过优先考虑稳定性和可靠性,组织可以创建一个能够应对快速开发和变化需求挑战的强大微服务生态系统。
5. 可扩展性和性能:为增长和效率而设计
为了确保我们的微服务具有可扩展性和高性能,我们需要对每个微服务提出若干要求。
可扩展性和性能驱动效率。 为了构建可扩展和高性能的微服务:
- 理解定性和定量的增长规模
- 高效使用硬件资源
- 识别和解决资源瓶颈
- 实施自动化容量规划
- 确保依赖项能够随服务扩展
- 设计高效的任务处理和处理机制
可扩展性和性能的关键考虑因素:
- 选择合适的编程语言和框架
- 实施水平扩展能力
- 优化数据库设计和使用
- 监控和调整以应对变化的流量模式
- 定期进行负载测试和性能调优
通过从一开始就关注可扩展性和性能,组织可以创建能够优雅地处理增加的需求并在增长过程中保持高效的微服务。
6. 容错性和灾难准备:拥抱失败
微服务会失败,它们会经常失败,任何潜在的失败场景都会在微服务的生命周期内某个时刻发生。
为失败做好准备以确保成功。 构建容错和灾难准备的微服务包括:
- 识别和消除单点故障
- 记录所有可能的失败场景
- 实施全面的弹性测试
- 自动化故障检测和修复
- 建立明确的事件响应程序
容错的基本实践:
- 定期进行架构审查以识别漏洞
- 实施断路器和回退机制
- 进行混沌测试以模拟真实世界的失败
- 维护最新的运行手册以应对事件
- 培养无责文化,鼓励从失败中学习
通过系统地接受失败的现实并为之做好准备,组织可以创建能够应对意外挑战并保持高可用性的强大微服务。
7. 监控:微服务的脉搏
微服务生态系统中的大多数停机都是由错误的部署引起的。第二常见的停机原因是缺乏适当的监控。
有效的监控对微服务的健康至关重要。 要实施生产就绪的监控:
- 识别并跟踪各级关键指标(主机、基础设施、微服务)
- 实施全面的日志记录
- 创建清晰、信息丰富的仪表板
- 设置可操作的警报并设定适当的阈值
- 建立可持续的值班轮换
微服务监控的最佳实践:
- 记录所有相关信息而不影响安全性或性能
- 设计易于一目了然的仪表板
- 确保所有警报都是可操作的并链接到运行手册
- 定期审查和更新监控策略
- 培养对服务健康状况的共同责任感
通过实施强大的监控实践,组织可以快速检测和解决问题,保持微服务的高可用性和性能。
8. 文档和理解:微服务成功的无名英雄
总是给一个洋葱。
文档和理解推动组织对齐。 为了确保全面的文档和理解:
- 维护集中、最新的所有微服务文档
- 包括关键元素:描述、架构图、联系信息、入职指南、API详情和运行手册
- 定期进行架构审查
- 进行生产就绪审计
- 创建和维护生产就绪路线图
- 尽可能自动化生产就绪检查
改进文档和理解的策略:
- 将文档更新作为开发工作流程的一部分
- 使用清晰、无行话的语言,使所有利益相关者都能理解
- 实施常见问题解答部分以解决常见问题
- 定期在团队之间进行知识共享会议
- 将生产就绪与组织的OKR和规划周期联系起来
通过优先考虑文档和理解,组织可以减少技术债务,改善跨团队协作,并确保微服务生态系统的长期成功。
最后更新日期:
FAQ
What's "Production-Ready Microservices" by Susan J. Fowler about?
- Focus on Microservices: The book provides a comprehensive guide on building and maintaining microservices that are ready for production environments.
- Standardization Across Organizations: It emphasizes the importance of standardizing systems across an engineering organization to ensure reliability and efficiency.
- Real-World Application: The content is based on the author's experience at Uber, where she led a production-readiness initiative for microservices.
- Comprehensive Framework: It offers a detailed framework for achieving production-readiness, covering aspects like stability, reliability, scalability, and more.
Why should I read "Production-Ready Microservices"?
- Expert Insights: Gain insights from Susan J. Fowler, who has firsthand experience in transforming Uber's microservices.
- Practical Guidance: The book provides actionable steps and checklists to help engineers implement production-ready standards.
- Organizational Impact: Learn how to drive high standards across teams, improving overall system reliability and performance.
- Future-Proofing Skills: Understanding microservices is crucial for modern software development, and this book equips you with the necessary skills.
What are the key takeaways of "Production-Ready Microservices"?
- Eight Principles: The book outlines eight principles for production-readiness: stability, reliability, scalability, fault tolerance, catastrophe-preparedness, performance, monitoring, and documentation.
- Standardization is Key: Standardizing microservices across an organization is essential for maintaining high availability and reliability.
- Comprehensive Framework: It provides a detailed framework for evaluating and improving microservices, including checklists and roadmaps.
- Organizational Buy-In: Successful implementation requires buy-in from all levels of an organization, from developers to executives.
How does Susan J. Fowler define "production-ready" in microservices?
- Trustworthy Services: A production-ready service is one that can be trusted to serve production traffic reliably.
- Quantifiable Standards: It must meet quantifiable standards across eight key principles, ensuring high availability.
- Comprehensive Testing: The service should undergo thorough testing, including code, load, and chaos testing.
- Continuous Monitoring: Proper logging, dashboards, and alerting are essential to maintain production-readiness.
What are the eight production-readiness principles in "Production-Ready Microservices"?
- Stability: Ensures that changes do not introduce instability across the ecosystem.
- Reliability: Builds trust by ensuring services perform as expected under various conditions.
- Scalability: Prepares services to handle growth in traffic and tasks efficiently.
- Fault Tolerance: Ensures services can withstand and recover from failures and catastrophes.
How does "Production-Ready Microservices" suggest handling dependencies?
- Identify and Document: Know and document all dependencies, including their SLAs and potential failure points.
- Mitigation Strategies: Implement backups, alternatives, fallbacks, or caching to handle dependency failures.
- Communication: Maintain open communication with dependency teams to prepare for changes and potential issues.
- Defensive Caching: Use caching to protect your service from dependency failures, ensuring continued availability.
What is the role of monitoring in "Production-Ready Microservices"?
- Key Metrics: Identify and monitor key metrics at the host, infrastructure, and microservice levels.
- Logging: Implement comprehensive logging to understand the state of the service at any time.
- Dashboards: Use dashboards to provide a real-time view of the service's health and status.
- Alerting: Set actionable alerts with signal-providing thresholds to detect and address issues promptly.
How does "Production-Ready Microservices" address scalability and performance?
- Growth Scales: Understand both qualitative and quantitative growth scales to plan for future capacity needs.
- Efficient Resource Use: Use hardware resources efficiently and identify resource bottlenecks.
- Traffic Management: Handle traffic intelligently, preparing for bursts and rerouting as needed.
- Task Processing: Ensure tasks are processed efficiently, optimizing for concurrency and partitioning.
What are the best quotes from "Production-Ready Microservices" and what do they mean?
- "Form is liberating": This quote emphasizes that standardization and structure can enhance freedom and creativity in software development.
- "Always give an onion": A metaphor for sharing knowledge and documentation, ensuring that others can benefit from your work.
- "No microservice is an island": Highlights the interconnected nature of microservices and the importance of understanding dependencies.
- "The system will break in any way that it can be broken": A reminder of the inevitability of failures and the need for thorough testing and preparation.
How does "Production-Ready Microservices" suggest implementing production-readiness across an organization?
- Top-Down and Bottom-Up: Requires buy-in from executives and developers, integrating standards into the organizational culture.
- Automated Checks: Automate production-readiness checks to ensure continuous compliance with standards.
- Publicize Results: Share production-readiness scores internally to maintain awareness and drive improvements.
- Continuous Improvement: Regularly review and update standards and practices to adapt to changing needs and technologies.
What are the common challenges in microservice standardization according to "Production-Ready Microservices"?
- Organizational Siloing: Microservices can lead to isolated teams, requiring efforts to maintain communication and collaboration.
- Technical Sprawl: Diverse tools and languages can lead to inefficiencies, necessitating standardization.
- Resource Competition: Finite resources require prioritization and efficient allocation to maintain service availability.
- Failure Management: Complex systems introduce more failure points, requiring robust testing and mitigation strategies.
How does "Production-Ready Microservices" address fault tolerance and catastrophe-preparedness?
- Identify Failures: Recognize potential failure scenarios and single points of failure within the service.
- Resiliency Testing: Conduct code, load, and chaos testing to ensure services can recover from failures.
- Automated Remediation: Implement automated failure detection and remediation strategies to minimize downtime.
- Incident Response: Develop standardized incident response procedures to quickly assess, coordinate, mitigate, and resolve issues.
评论
苏珊·福勒的《生产就绪的微服务》获得了褒贬不一的评价。读者们欣赏其对生产就绪的高层次概述和检查清单,认为这对微服务新手的管理者和工程师非常有用。然而,许多人批评其缺乏技术深度和实际例子。该书因其对组织方面和生产就绪的关注而受到赞扬,但有些人觉得内容重复且过于抽象。推荐作为更技术性微服务书籍的补充阅读,特别适合管理角色或寻求对微服务生态系统广泛理解的人士。
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