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Practical FP in Scala

A hands-on approach

Bu kitap % 100 tamamlandıBu kitabın son güncelleme zamanı 2021-09-13.
Gabriel Volpe

A practical book aimed for those familiar with functional programming in Scala who are yet not confident about architecting an application from scratch.

Together, we will develop a purely functional application using the best libraries in the Cats ecosystem, while learning about design patterns and best practices.

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Practical FP in Scala: A hands-on approach, is a book for intermediate to advanced Scala developers. Aimed at those who understand functional effects, referential transparency and the benefits of functional programming to some extent but who are missing some pieces to put all these concepts together to build a large application in a time-constrained manner.

Throughout the chapters we will design, architect and develop a complete stateful application serving an API via HTTP, accessing a database and dealing with cached data, using the best practices and best functional libraries available in the Cats ecosystem such as Cats Effect, Fs2, Http4s, Skunk, Refined & others.

You will also learn about common design patterns such as managing state, error handling and anti-patterns, all accompanied by clear examples. Furthermore, in the Bonus Chapter, we will dive into some advanced concepts such as MTL and Optics, and will explore Fs2 streams with a few interesting examples.

The book is supplemented by two Scala projects:

Looking for a printed version? You can get a Softcover (paperback) here.

Got some feedback? Please email the author here: pfpscala at gmail dot com.

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ScalaFunctional ProgrammingSoftware

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Gabriel Volpe

Gabriel Volpe is a Software Engineer, specialized in functional programming, from Buenos Aires, Argentina. He writes code since 2005, mainly Scala and a bit of Haskell, though always using Nix to guarantee reproducibility.

The Leanpub Podcast

Episode 180

An Interview with Gabriel Volpe

İçerik

İçindekiler

  • Preface
  • Acknowledgments
    • People
    • Software
    • Fonts
  • Dependency version
  • Prerequisites
  • How to read this book
    • Conventions used in this book
  • 1. Chapter 1: Best practices
    • 1.1 Strongly-typed functions
      • 1.1.1 Value classes
      • 1.1.2 Newtypes
      • 1.1.3 Refinement types
      • 1.1.4 Runtime validation
    • 1.2 Encapsulating state
      • 1.2.1 In-memory counter
    • 1.3 Sequential vs concurrent state
      • 1.3.1 State Monad
      • 1.3.2 Atomic Ref
    • 1.4 Shared state
      • 1.4.1 Regions of sharing
      • 1.4.2 Leaky state
    • 1.5 Anti-patterns
      • 1.5.1 Seq: a base trait for sequences
      • 1.5.2 About Monad Transformers
      • 1.5.3 Boolean blindness
    • 1.6 Error handling
      • 1.6.1 MonadError & ApplicativeError
      • 1.6.2 Either Monad
      • 1.6.3 Classy prisms
    • 1.7 Summary
  • 2. Chapter 2: Tagless final encoding
    • 2.1 Algebras
      • 2.1.1 Naming conventions
    • 2.2 Interpreters
      • 2.2.1 Building interpreters
    • 2.3 Programs
    • 2.4 Implicit vs explicit parameters
      • 2.4.1 Achieving modularity
      • 2.4.2 Implicit convenience
      • 2.4.3 Capability traits
    • 2.5 Why Tagless Final?
      • 2.5.1 Parametricity
      • 2.5.2 Comparison
    • 2.6 Summary
  • 3. Chapter 3: Shopping Cart project
    • 3.1 Business requirements
      • 3.1.1 Third-party payments API
      • 3.1.2 Identifying the domain
      • 3.1.3 Identifying HTTP endpoints
    • 3.2 Technical stack
      • 3.2.1 A note on Cats Effect
    • 3.3 Summary
  • 4. Chapter 4: Business logic
    • 4.1 Identifying algebras
    • 4.2 Data access and storage
      • 4.2.1 Health check
    • 4.3 Defining programs
      • 4.3.1 Checkout
      • 4.3.2 Retrying effects
    • 4.4 Architecture
    • 4.5 Summary
  • 5. Chapter 5: HTTP layer
    • 5.1 A server is a function
    • 5.2 HTTP Routes #1
    • 5.3 Authentication
      • 5.3.1 JWT Auth
    • 5.4 HTTP Routes #2
    • 5.5 Composing routes
    • 5.6 Middlewares
      • 5.6.1 Compositionality
    • 5.7 HTTP server
    • 5.8 Entity codecs
    • 5.9 HTTP Client
      • 5.9.1 Payment client
      • 5.9.2 Creating a client
    • 5.10 Summary
  • 6. Chapter 6: Typeclass derivation
    • 6.1 Standard derivations
    • 6.2 JSON codecs
      • 6.2.1 Map codecs
    • 6.3 Orphan instances
    • 6.4 Identifiers
      • 6.2.1 GenUUID & IsUUID
      • 6.2.2 Custom derivation
    • 6.5 Validation
    • 6.6 Http4s derivations
    • 6.7 Higher-kinded derivations
    • 6.8 Summary
  • 7. Chapter 7: Persistent layer
    • 7.1 Skunk & Doobie
      • 7.1.1 Session Pool
      • 7.1.2 Connection check
      • 7.1.3 Queries
      • 7.1.4 Commands
      • 7.1.5 Interpreters
      • 7.1.6 Streaming & Pagination
    • 7.2 Redis for Cats
      • 7.2.1 Connection
      • 7.2.2 Interpreters
    • 7.3 Health check
    • 7.4 Blocking operations
    • 7.5 Transactions
      • 7.5.1 Compositionality
    • 7.6 Summary
  • 8. Chapter 8: Testing
    • 8.1 Functional test framework
    • 8.2 Generators
      • 8.2.1 About forall
      • 8.2.2 Application data
    • 8.3 Business logic
      • 8.3.1 Happy path
      • 8.3.2 Expectations
      • 8.3.3 Empty cart
      • 8.3.4 Unreachable payment client
      • 8.3.5 Recovering payment client
      • 8.3.6 Failing orders
      • 8.3.7 Failing cart deletion
    • 8.4 HTTP
      • 8.4.1 Routes
      • 8.4.2 Clients
    • 8.5 Law testing
    • 8.6 Integration tests
      • 8.6.1 Shared resources
      • 8.6.2 Postgres
      • 8.6.3 Redis
    • 8.7 Summary
  • 9. Chapter 9: Assembly
    • 9.1 Logging
    • 9.2 Tracing
      • 9.2.1 Ecosystem
    • 9.3 Configuration
    • 9.4 Modules
    • 9.5 Resources
    • 9.6 Main
    • 9.7 Summary
  • 10. Chapter 10: Ship it!
    • 10.1 Docker image
      • 10.1.1 Optimizing image
      • 10.1.2 Run it locally
    • 10.2 Continuous integration
      • 10.2.1 Dependencies
      • 10.2.2 CI build
      • 10.2.3 Nix shell
      • 10.2.4 Furthermore
    • 10.3 Summary
  • 11. Bonus Chapter
    • 11.1 MTL (Monad Transformers Library)
      • 11.1.1 Managing state
      • 11.1.2 Accessing context
    • 11.2 Optics
      • 11.2.1 Lenses
      • 11.2.2 Prisms
    • 11.3 Aspect Oriented Programming
      • 11.3.1 Tofu's Mid
    • 11.4 Concurrency
      • 11.4.1 Producer-Consumer
      • 11.4.2 Effectful streams
      • 11.4.3 Interruption
      • 11.4.4 Multiple subscriptions
      • 11.4.5 (Un)Cancelable regions
      • 11.4.6 Resource safety
      • 11.4.6 Finite State Machine
    • 11.5 Summary

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