Building Microservices. 2nd Edition

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Autor:: Sam Newman

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As organizations shift from monolithic applications to smaller, self-contained microservices, distributed systems have become more fine-grained. But developing these new systems brings its own host of problems. This expanded second edition takes a holistic view of topics that you need to consider when building, managing, and scaling microservices architectures.

Through clear examples and practical advice, author Sam Newman gives everyone from architects and developers to testers and IT operators a firm grounding in the concepts. You'll dive into the latest solutions for modeling, integrating, testing, deploying, and monitoring your own autonomous services. Real-world cases reveal how organizations today manage to get the most out of these architectures.

Microservices technologies continue to move quickly. This book brings you up to speed.

Get new information on user interfaces, container orchestration, and serverless
Align system design with your organization's goals
Explore options for integrating a service with your system
Understand how to independently deploy microservices
Examine the complexities of testing and monitoring distributed services
Manage security with expanded content around user-to-service and service-to-service models

O autorze książki

Sam Newman - jest technologiem w firmie ThoughtWorks, gdzie dzieli swój czas pomiędzy pomoc klientom z całego świata, a rolę architekta wewnętrznych systemów. Współpracował z różnymi firmami na całym świecie, zarówno w zakresie projektowania systemów, jak i innych operacji związanych z informatyką.

Sam Newman - pozostałe książki

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Budowanie mikrousług. Projektowanie drobnoziarnistych systemów. Wydanie II

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Oceny i opinie klientów: Building Microservices. 2nd Edition Sam Newman (1) Weryfikacja opinii następuję na podstawie historii zamówień na koncie Użytkownika umieszczającego opinię. Użytkownik mógł otrzymać punkty za opublikowanie opinii uprawniające do uzyskania rabatu w ramach Programu Punktowego.

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Szczegóły książki

ISBN Ebooka:: 978-14-920-3397-4, 9781492033974
Data wydania ebooka :: 2021-07-24 Data wydania ebooka często jest dniem wprowadzenia tytułu do sprzedaży i może nie być równoznaczna z datą wydania książki papierowej. Dodatkowe informacje możesz znaleźć w darmowym fragmencie. Jeśli masz wątpliwości skontaktuj się z nami sklep@helion.pl.
Język publikacji:: 1
Rozmiar pliku ePub:: 13.6MB
Rozmiar pliku Mobi:: 23.4MB

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Kategorie:
Programowanie » Inne - Programowanie

Spis treści książki

Preface
- Who Should Read This Book
- Why I Wrote This Book
- Whats Changed Since the First Edition?
- Navigating This Book
  - Part I, Foundation
  - Part II, Implementation
  - Part III, People
- Conventions Used in This Book
- OReilly Online Learning
- How to Contact Us
- Acknowledgments
I. Foundation
1. What Are Microservices?
- Microservices at a Glance
- Key Concepts of Microservices
  - Independent Deployability
  - Modeled Around a Business Domain
  - Owning Their Own State
  - Size
  - Flexibility
  - Alignment of Architecture and Organization
- The Monolith
  - The Single-Process Monolith
  - The Modular Monolith
  - The Distributed Monolith
  - Monoliths and Delivery Contention
  - Advantages of Monoliths
- Enabling Technology
  - Log Aggregation and Distributed Tracing
  - Containers and Kubernetes
  - Streaming
  - Public Cloud and Serverless
- Advantages of Microservices
  - Technology Heterogeneity
  - Robustness
  - Scaling
  - Ease of Deployment
  - Organizational Alignment
  - Composability
- Microservice Pain Points
  - Developer Experience
  - Technology Overload
  - Cost
  - Reporting
  - Monitoring and Troubleshooting
  - Security
  - Testing
  - Latency
  - Data Consistency
- Should I Use Microservices?
  - Whom They Might Not Work For
  - Where They Work Well
- Summary
2. How to Model Microservices
- Introducing MusicCorp
- What Makes a Good Microservice Boundary?
  - Information Hiding
  - Cohesion
  - Coupling
  - The Interplay of Coupling and Cohesion
- Types of Coupling
  - Domain Coupling
  - Pass-Through Coupling
  - Common Coupling
  - Content Coupling
- Just Enough Domain-Driven Design
  - Ubiquitous Language
  - Aggregate
  - Bounded Context
    - Hidden models
    - Shared models
  - Mapping Aggregates and Bounded Contexts to Microservices
    - Turtles all the way down
  - Event Storming
    - Logistics
    - The process
- The Case for Domain-Driven Design for Microservices
- Alternatives to Business Domain Boundaries
  - Volatility
  - Data
  - Technology
  - Organizational
- Mixing Models and Exceptions
- Summary
3. Splitting the Monolith
- Have a Goal
- Incremental Migration
- The Monolith Is Rarely the Enemy
  - The Dangers of Premature Decomposition
- What to Split First?
- Decomposition by Layer
  - Code First
  - Data First
- Useful Decompositional Patterns
  - Strangler Fig Pattern
  - Parallel Run
  - Feature Toggle
- Data Decomposition Concerns
  - Performance
  - Data Integrity
  - Transactions
  - Tooling
  - Reporting Database
- Summary
4. Microservice Communication Styles
- From In-Process to Inter-Process
  - Performance
  - Changing Interfaces
  - Error Handling
- Technology for Inter-Process Communication: So Many Choices
- Styles of Microservice Communication
  - Mix and Match
- Pattern: Synchronous Blocking
  - Advantages
  - Disadvantages
  - Where to Use It
- Pattern: Asynchronous Nonblocking
  - Advantages
  - Disadvantages
  - Where to Use It
- Pattern: Communication Through Common Data
  - Implementation
  - Advantages
  - Disadvantages
  - Where to Use It
- Pattern: Request-Response Communication
  - Implementation: Synchronous Versus Asynchronous
  - Where to Use It
- Pattern: Event-Driven Communication
  - Implementation
  - Whats in an Event?
    - Just an ID
    - Fully detailed events
  - Where to Use It
- Proceed with Caution
- Summary
II. Implementation
5. Implementing Microservice Communication
- Looking for the Ideal Technology
  - Make Backward Compatibility Easy
  - Make Your Interface Explicit
  - Keep Your APIs Technology Agnostic
  - Make Your Service Simple for Consumers
  - Hide Internal Implementation Detail
- Technology Choices
  - Remote Procedure Calls
    - Challenges
      - Technology coupling
      - Local calls are not like remote calls
      - Brittleness
    - Where to use it
  - REST
    - REST and HTTP
    - Hypermedia as the engine of application state
    - Challenges
    - Where to use it
  - GraphQL
    - Challenges
    - Where to use it
  - Message Brokers
    - Topics and queues
    - Guaranteed delivery
    - Trust
    - Other characteristics
    - Choices
    - Kafka
- Serialization Formats
  - Textual Formats
  - Binary Formats
- Schemas
  - Structural Versus Semantic Contract Breakages
  - Should You Use Schemas?
- Handling Change Between Microservices
- Avoiding Breaking Changes
  - Expansion Changes
  - Tolerant Reader
  - Right Technology
  - Explicit Interface
  - Catch Accidental Breaking Changes Early
- Managing Breaking Changes
  - Lockstep Deployment
  - Coexist Incompatible Microservice Versions
  - Emulate the Old Interface
  - Which Approach Do I Prefer?
  - The Social Contract
  - Tracking Usage
  - Extreme Measures
- DRY and the Perils of Code Reuse in a Microservice World
  - Sharing Code via Libraries
    - Client libraries
- Service Discovery
  - Domain Name System (DNS)
  - Dynamic Service Registries
    - ZooKeeper
    - Consul
    - etcd and Kubernetes
    - Rolling your own
  - Dont Forget the Humans!
- Service Meshes and API Gateways
  - API Gateways
    - Where to use them
    - What to avoid
  - Service Meshes
    - How they work
    - Arent service meshes smart pipes?
    - Do you need one?
  - What About Other Protocols?
- Documenting Services
  - Explicit Schemas
  - The Self-Describing System
- Summary
6. Workflow
- Database Transactions
  - ACID Transactions
  - Still ACID, but Lacking Atomicity?
- Distributed TransactionsTwo-Phase Commits
- Distributed TransactionsJust Say No
- Sagas
  - Saga Failure Modes
    - Saga rollbacks
    - Reordering workflow steps to reduce rollbacks
    - Mixing fail-backward and fail-forward situations
  - Implementing Sagas
    - Orchestrated sagas
    - Choreographed sagas
    - Mixing styles
    - Should I use choreography or orchestration (or a mix)?
  - Sagas Versus Distributed Transactions
- Summary
7. Build
- A Brief Introduction to Continuous Integration
  - Are You Really Doing CI?
  - Branching Models
- Build Pipelines and Continuous Delivery
  - Tooling
  - Trade-Offs and Environments
  - Artifact Creation
- Mapping Source Code and Builds to Microservices
  - One Giant Repo, One Giant Build
  - Pattern: One Repository per Microservice (aka Multirepo)
    - Reusing code across repositories
    - Working across multiple repositories
    - Where to use this pattern
  - Pattern: Monorepo
    - Mapping to build
    - Defining ownership
    - Tooling
    - How mono is mono?
    - Where to use this pattern
  - Which Approach Would I Use?
- Summary
8. Deployment
- From Logical to Physical
  - Multiple Instances
  - The Database
    - Database deployment and scaling
  - Environments
- Principles of Microservice Deployment
  - Isolated Execution
  - Focus on Automation
    - Two case studies on the power of automation
  - Infrastructure as Code (IAC)
  - Zero-Downtime Deployment
  - Desired State Management
    - Prerequisites
    - GitOps
- Deployment Options
  - Physical Machines
  - Virtual Machines
    - Cost of virtualization
    - Good for microservices?
  - Containers
    - Isolated, differently
    - Not perfect
    - Windows containers
    - Docker
    - Fitness for microservices
  - Application Containers
  - Platform as a Service (PaaS)
  - Function as a Service (FaaS)
    - Limitations
    - Challenges
    - Mapping to microservices
      - Function per microservice
      - Function per aggregate
      - Get even more fine-grained
    - The way forward
- Which Deployment Option Is Right for You?
- Kubernetes and Container Orchestration
  - The Case for Container Orchestration
  - A Simplified View of Kubernetes Concepts
  - Multitenancy and Federation
  - The Cloud Native Computing Federation
  - Platforms and Portability
  - Helm, Operators, and CRDs, Oh My!
  - And Knative
  - The Future
  - Should You Use It?
- Progressive Delivery
  - Separating Deployment from Release
  - On to Progressive Delivery
  - Feature Toggles
  - Canary Release
  - Parallel Run
- Summary
9. Testing
- Types of Tests
- Test Scope
  - Unit Tests
  - Service Tests
  - End-to-End Tests
  - Trade-Offs
- Implementing Service Tests
  - Mocking or Stubbing
  - A Smarter Stub Service
- Implementing (Those Tricky) End-to-End Tests
  - Flaky and Brittle Tests
  - Who Writes These End-to-End Tests?
  - How Long Should End-to-End Tests Run?
  - The Great Pile-Up
  - The Metaversion
  - Lack of Independent Testability
- Should You Avoid End-to-End Tests?
  - Contract Tests and Consumer-Driven Contracts (CDCs)
    - Pact
    - Other options
    - Its about conversations
  - The Final Word
- Developer Experience
- From Preproduction to In-Production Testing
  - Types of In-Production Testing
  - Making Testing in Production Safe
  - Mean Time to Repair over Mean Time Between Failures?
- Cross-Functional Testing
  - Performance Tests
  - Robustness Tests
- Summary
10. From Monitoring to Observability
- Disruption, Panic, and Confusion
- Single Microservice, Single Server
- Single Microservice, Multiple Servers
- Multiple Services, Multiple Servers
- Observability Versus Monitoring
  - The Pillars of Observability? Not So Fast
- Building Blocks for Observability
  - Log Aggregation
    - Common format
    - Correlating log lines
    - Timing
    - Implementations
    - Shortcomings
  - Metrics Aggregation
    - Low versus high cardinality
    - Implementations
  - Distributed Tracing
    - How it works
    - Implementing distributing tracing
  - Are We Doing OK?
    - Service-level agreement
    - Service-level objectives
    - Service-level indicators
    - Error budgets
  - Alerting
    - Some problems are worse than others
    - Alert fatigue
    - Toward better alerting
  - Semantic Monitoring
    - Real user monitoring
  - Testing in Production
    - Synthetic transactions
      - Implementing synthetic transactions
    - A/B testing
    - Canary release
    - Parallel run
    - Smoke tests
    - Synthetic transactions
    - Chaos engineering
- Standardization
- Selecting Tools
  - Democratic
  - Easy to Integrate
  - Provide Context
  - Real-Time
  - Suitable for Your Scale
- The Expert in the Machine
- Getting Started
- Summary
11. Security
- Core Principles
  - Principle of Least Privilege
  - Defense in Depth
  - Automation
  - Build Security into the Delivery Process
- The Five Functions of Cybersecurity
  - Identify
  - Protect
  - Detect
  - Respond
  - Recover
- Foundations of Application Security
  - Credentials
    - User credentials
    - Secrets
    - Rotation
    - Revocation
    - Limiting scope
  - Patching
  - Backups
  - Rebuild
- Implicit Trust Versus Zero Trust
  - Implicit Trust
  - Zero Trust
  - Its a Spectrum
- Securing Data
  - Data in Transit
    - Server identity
    - Client identity
    - Visibility of data
    - Manipulation of data
  - Data at Rest
    - Go with the well known
    - Pick your targets
    - Be frugal
    - Its all about the keys
    - Encrypt backups
- Authentication and Authorization
  - Service-to-Service Authentication
  - Human Authentication
  - Common Single Sign-On Implementations
  - Single Sign-On Gateway
  - Fine-Grained Authorization
  - The Confused Deputy Problem
  - Centralized, Upstream Authorization
  - Decentralizing Authorization
  - JSON Web Tokens
    - Format
    - Using tokens
    - Challenges
- Summary
12. Resiliency
- What Is Resiliency?
  - Robustness
  - Rebound
  - Graceful Extensibility
  - Sustained Adaptability
  - And Microservice Architecture
- Failure Is Everywhere
- How Much Is Too Much?
- Degrading Functionality
- Stability Patterns
  - Time-Outs
  - Retries
  - Bulkheads
  - Circuit Breakers
  - Isolation
  - Redundancy
  - Middleware
  - Idempotency
- Spreading Your Risk
- CAP Theorem
  - Sacrificing Consistency
  - Sacrificing Availability
  - Sacrificing Partition Tolerance?
  - AP or CP?
  - Its Not All or Nothing
  - And the Real World
- Chaos Engineering
  - Game Days
  - Production Experiments
  - From Robustness to Beyond
- Blame
- Summary
13. Scaling
- The Four Axes of Scaling
  - Vertical Scaling
    - Implementation
    - Key benefits
    - Limitations
  - Horizontal Duplication
    - Implementations
    - Key benefits
    - Limitations
  - Data Partitioning
    - Implementation
    - Key benefits
    - Limitations
  - Functional Decomposition
    - Implementation
    - Key benefits
    - Limitations
- Combining Models
- Start Small
- Caching
  - For Performance
  - For Scale
  - For Robustness
  - Where to Cache
    - Client-side
    - Server-side
    - Request cache
  - Invalidation
    - Time to live (TTL)
    - Conditional GETs
    - Notification-based
    - Write-through
    - Write-behind
  - The Golden Rule of Caching
  - Freshness Versus Optimization
  - Cache Poisoning: A Cautionary Tale
- Autoscaling
- Starting Again
- Summary
III. People
14. User Interfaces
- Toward Digital
- Ownership Models
  - Drivers for Dedicated Frontend Teams
- Toward Stream-Aligned Teams
  - Sharing Specialists
  - Ensuring Consistency
  - Working Through Technical Challenges
- Pattern: Monolithic Frontend
  - When to Use It
- Pattern: Micro Frontends
  - Implementation
  - When to Use It
- Pattern: Page-Based Decomposition
  - Where to Use It
- Pattern: Widget-Based Decomposition
  - Implementation
    - Dependencies
    - Communication between in-page widgets
  - When to Use It
- Constraints
- Pattern: Central Aggregating Gateway
  - Ownership
  - Different Types of User Interfaces
  - Multiple Concerns
  - When to Use It
- Pattern: Backend for Frontend (BFF)
  - How Many BFFs?
  - Reuse and BFFs
  - BFFs for Desktop Web and Beyond
  - When to Use
- GraphQL
- A Hybrid Approach
- Summary
15. Organizational Structures
- Loosely Coupled Organizations
- Conways Law
  - Evidence
    - Loosely and tightly coupled organizations
    - Windows Vista
    - Netflix and Amazon
- Team Size
- Understanding Conways Law
- Small Teams, Large Organization
- On Autonomy
- Strong Versus Collective Ownership
  - Strong Ownership
    - How far does strong ownership go?
  - Collective Ownership
  - At a Team Level Versus an Organizational Level
  - Balancing Models
- Enabling Teams
  - Communities of Practice
  - The Platform
    - The platform team
    - The paved road
- Shared Microservices
  - Too Hard to Split
  - Cross-Cutting Changes
  - Delivery Bottlenecks
- Internal Open Source
  - Role of the Core Committers
  - Maturity
  - Tooling
- Pluggable, Modular Microservices
  - Changing ownership
  - Run multiple variations
  - External contribution through libraries
  - Change Reviews
    - Synchronous versus asynchronous code reviews
    - Ensemble programming
- The Orphaned Service
- Case Study: realestate.com.au
- Geographical Distribution
- Conways Law in Reverse
- People
- Summary
16. The Evolutionary Architect
- Whats in a Name?
- What Is Software Architecture?
- Making Change Possible
- An Evolutionary Vision for the Architect
- Defining System Boundaries
- A Social Construct
- Habitability
- A Principled Approach
  - Strategic Goals
  - Principles
  - Practices
  - Combining Principles and Practices
  - A Real-World Example
- Guiding an Evolutionary Architecture
- Architecture in a Stream-Aligned Organization
- Building a Team
- The Required Standard
  - Monitoring
  - Interfaces
  - Architectural Safety
- Governance and the Paved Road
  - Exemplars
  - Tailored Microservice Template
    - Caution warranted
  - The Paved Road at Scale
- Technical Debt
- Exception Handling
- Summary
Afterword: Bringing It All Together
- What Are Microservices?
- Moving to Microservices
- Communication Styles
- Workflow
- Build
- Deployment
- Testing
- Monitoring and Observability
- Security
- Resiliency
- Scaling
- User Interfaces
- Organization
- Architecture
- Further Reading
- Looking Forward
- Final Words
Bibliography
Glossary
Index