Functional Programming Fundamentals in Kotlin with Arrow
This session has ended. But you can still take this and other courses at the 47 Degrees Academy.
In this intensive course, we’ll cover Functional Programming essentials in Kotlin over four days / 16-hrs. By the end of this course, you will have a solid grasp on the course concepts.
- Thursday, December 10th
- Friday, December 11th
- Monday, December 14th
- Tuesday, December 15th
Lesson 1: Functional Programming
Functional programming essentials.
- Fundamentals of FP. What is it, what is it good for.
- Purity, referential transparency, substitution model.
- Side effects.
- Higher order functions.
Lesson 2: Domain Modeling and ADTs
Modeling your program’s data through the concept of Algebraic Data Types.
- Kotlin type system and its impact on how compiler understands code.
- Algebraic Data Types.
- Modeling program choices by ADTs.
- The Nothing bottom type and inference.
- Kotlin standard library product types.
- Arrow product and sum types.
- Arrow Coproducts.
- Arrow Union types (powered by Arrow Meta).
- Refined types (powered by Arrow Meta).
Lesson 3: Immutable Data and Optics
How to optimize reusability and composition for immutable data structures using Optics.
- Understanding optics as a path for reading / modification.
- How optics improve Kotlin standard library copy syntax.
- Going over all the available types of optics.
- Optics composition and reusability.
Lesson 4: Error-Handling and Data Validation
Learning how to handle errors in our programs.
- Option datatype.
- Either datatype.
- Computational bias: Having a happy path in our types.
- Fail fast vs error accumulation strategies.
- ValidatedNel as a mean to accumulate errors.
- How to handle errors on concurrent contexts? 👇
Lesson 5: Diving into Suspend
suspendfrom Kotlin stdlib, what it represents, how it works.
- What does
suspendtranslate to at compile time (CPS).
- How we leverage that with Arrow Fx Coroutines.
- The power of delimited continuations, “the mother of all monads”.
- Equivalence between wrapped approaches and Kotlin suspend.
- Removing the need for IO wrappers.
suspendas a mean to track side effects at compile time.
Lesson 6: Arrow Fx Coroutines
- A pure functional implementation of Kotlin
- Handling errors in concurrent contexts by leveraging
- Concurrency solved by Arrow Fx Coroutines operators.
- Collaborative cancellation checked by all operators.
- Cancellable effects.
- Evaluating effects on arbitrary contexts.
- Fibers as lightweight threads: ForkAndForget / ForkConnected / ForkScoped.
- Concurrent resource safety.
- Handling concurrent mutable state.
- parallelization operators.
- Traversing effects.
- Racing effects.
- Reusable and highly composable retry & repeat strategies.
Lesson 7: Resource Safety
Lesson 8: Functional Streams
- Lightweight streams.
- Pull based - key differences vs other known streaming libraries.
- Built-in backpressure.
- Chunk based streams.
- Embedded effects.
- Stream interruption.
- Lightweight stream apis.
- Safely streaming resources with automatic scoping.