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课程大纲 |
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- Introduction
Who uses Scala?
Developing large-scale, purely-functional programs
- Overview of functional programming in Scala
Higher-Order Functions
Combinators
Polymorphic Functions
- Mastering Scala Types
Product types & Sum types
Supertypes & Subtypes
Universals & Existentials
Higher-Kinded Types
Type Lambdas
- Mastering Scala Type Classes
Classes & Instances
Tricks with Implicits
Polymorphic Constraints
- Case study: Highly-stateful programs with complex external systems
- Coding exercise
- Working with Data
Immutable Data & Recursion
Catamorphisms & Church Encoding
Fixed-Point Data
Recursion Schemes
- Advanced pattern matching in Scala
Deep matching
Using extractors
- Case study: Scala and Big Data
- Coding exercise
- Using Functional Patterns
Options, Eithers & Validations
Semigroups & Monoids
Functors
Applicatives
Monads
Foldables & Traversables
Lenses
- Working with Effects
IO
State
Reader
Combining Effects
- Case study
TBD
- Coding exercise
- Functional Architecture
Modern Architecture for FP
Reified Computation & Deferred Evaluation
Compositional Evaluators
Optimization Techniques
Purely Functional Mocking
- Libraries and DSLs
Custom control structures with by-name parameters
Building well-designed libraries and internal DSLs
- Functional exception handling
Traditional exception handling
Functional exception handling
Using Try with For comprehensions
- Final coding exercise and evaluation
- Closing remarks
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