# Scala Cats and Cats-Effect

Duration

2 days

Online Duration

3 days

With this course we will be covering a range of topics that will give you a solid grounding in Scala Cats and Cats-Effect. Not only will you receive an introduction to Category Theory, Cats, Cats Effects, but we will also go through Tagless Final Encoding to give you a well-rounded overview. This course has been designed to give you as comprehensive an introduction as possible while still leaving time and space for questions and discussion.

Students should be familiar with the Scala programming language. You should in particular be familiar with aspects such as type-classes and context bounds.

Please find the course objectives below:

## Scala Recap (if needed)

- Type constructors
- Higher-kinded types
- Type classes in Scala
- Context bounds

## Introduction to Cats

- Understand the
**scope and intent**of Cats - Explain the
**structure**of the library - List cats
**modules** - Various
**import**approaches - List and discuss
**related**projects - Using a
**cats Type class** - Defining
**your own instance** - Discuss
**ID Operations** - List various small
**enhancements**to Scala (e.g, for`Either`

/`Option`

) - Introduce
**Monoids and Semigroups**

## Overview of Category Theory

- Introduce Category Theory for Developers
- What is a
**category** - Understand
**objects**and**morphisms** - Define
**composition**and**associativity** - Introduce the
**identity**arrow - Introduce the term
**Hom-Set** - Discuss
**Example Categories**(0 , 1, 2, Monoid, Set) - Understand the
**category of types and functions** - Discuss and implement
**Kleisli**as an example **Initial**and**Terminal**Objects- Discuss the concept of
**Universal Construction** - Discuss and implement
**Product Types** - Introduce
**natural transformations**

## Cats Functors, Applicatives, Traverse and Monads

### Functors

- Introduce
**Functors**in terms of Categories - Use
**Endofunctors**in Programming - Introduce the
**functor laws** - Introduce the
**Cats Functor Typeclass** - Using derived methods (
**lift**,**as**, …) **Combing Functors**using the`Nested`

type- Introduce
**Bifunctors** - Using bifunctors with ADTs

### Applicatives and Traverse

- Introduce the
**Applicative**functor - compose
**independent effects** - Using
**product**/**tuple**functions - Using
**mapN**functions **Composing**Applicatives- Introduce
**Traverse** - Using Traverse
**sequence**

### Monads

- Recap
**Kleisli** - Introduce
**Monads** - Introduce the
**monad laws** **composing dependent effects**using Monads

## Cats Core Data Types

### Validated

- Using
**Validated**to accumulate errors - Understand the role of sequence
- Using the
**Chain**and**NonEmptyChain**

### Eval

- Using
**Eval**to control synchronous evaluation - Understand the concept of
**trampolining** - Understand the concepts of
`now`

,`later`

,`always`

- Using
**defer**to lift a value into 'Eval'

### Monad Transformers

- Understand the role of Monad Transformers
**Composing Monads**using Transformers- Use transformers to
**stack effects** - List bundled transformers (
**OptionT**,**EitherT**, ..) **Caveats**and alternatives

### Reader, Writer and State Monads

- Turning functions into monads using
**Reader** - Use the Reader for implicit
**contextual objects**(e.g, configuration) - Using the Reader for
**dependency injection**(with effect tracking) - Using
**ReaderT**to stack other effects - Understand the relation between
**Reader**,**Kleisli**nad the identity monad - Introduce the
**Writer monad** - Using the writer for audit trails

## Dealing with Side Effects (Cats Effect)

- What are
**effects**? - Problem with Side effects and Functional Programming
- Side effects and
**Referential Transparency** - Introduce Cats Effect
- Understand the relation with Cats

### Introduce the IO Monad

- Introduce the
**IO Monad**reference implementation **Trampolining**and IO- Understand the different execution styles (pure, lazy, async)
- Introduce the
**IOApp**

### The Effect Type Classes

- Recap
**Sync**,**Async**and**Concurrent** - List and introduce the other type classes (e.g,
**Bracker**,**Effect**, …) - Writing
**polymorphic code**using context bounds - Discuss logging (
**log4cats**)

### Resource Management

- Explore the
**Bracket**type - Understand
**nested**brackets - Using the
**Resource**type

### ContextShift

- Understand the role of
**ContextShift** - Understand
**non-preemptive multitasking** - Understand the role of thread shifting on cancellation
- Fair thead usage
- Understand
**Fibers** - Using
**Blocker**for I/O bound code

### Concurrency

- Recap of concurrency theory
- Understand the problems with
**JVM Threads**and Concurrency - Introduce green-threads and
**fibers** - Discuss best practices for application
**thread-pools** - Introduce and use
**Clock**and**Timer** - How to use
**fork**,**join**and**cancel** - Learn the
**low-level**Concurrence API - How to write
**Cancelable**jobs - Introduce
**high-level**apis - Use the cats
**Parallel**type class for parallel execution - Build
**race**conditions - Integrate with
**legacy code**(Futures)

## Tagless Final

- Understand the
**theory**behind TF - Discuss
**Initial vs Final**encoding - Appreciate
**Tagged vs Tagless** - Encode your algebra using TF
- Discuss
**laws** - Using TF with Cats/ Cats Effect
- Discuss various
**Encoding**styles (functions, modules, traits etc)