FP in Kotlin -- Functional Software Crafter Skill

Cross-references: fp-principles | fp-domain-modeling | pbt-jvm

When to Choose Kotlin

• Best for: gentlest FP onboarding for Java teams | Android | coroutines | pragmatic FP with great IDE support
• Not ideal for: teams wanting compiler-enforced purity | full effect systems | higher-kinded type abstractions

[STARTER] Quick Setup

mkdir order-service && cd order-service
gradle init --type kotlin-application --dsl kotlin
# Add arrow-core, arrow-fx-coroutines, kotest-property to build.gradle.kts
./gradlew build && ./gradlew test

[STARTER] Type System for Domain Modeling

Choice Types (Sealed Hierarchies)

sealed interface PaymentMethod {
    data class CreditCard(val cardNumber: String, val expiryDate: String) : PaymentMethod
    data class BankTransfer(val accountNumber: String) : PaymentMethod
    data object Cash : PaymentMethod
}

Exhaustive

when

expressions ensure all cases handled.

Record Types and Domain Wrappers

data class Customer(
    val customerId: CustomerId,
    val customerName: CustomerName,
    val customerEmail: EmailAddress
)

@JvmInline
value class OrderId(val value: Int)

@JvmInline
value class EmailAddress private constructor(val value: String) {
    companion object {
        fun from(raw: String): Either<ValidationError, EmailAddress> =
            if ("@" in raw) EmailAddress(raw).right()
            else InvalidEmail(raw).left()
    }
}

Value classes inlined by compiler -- zero allocation overhead.

[INTERMEDIATE] Validated Construction with Raise DSL

import arrow.core.raise.Raise
import arrow.core.raise.ensure

context(Raise<ValidationError>)
fun validateEmail(raw: String): EmailAddress {
    ensure(raw.contains("@")) { InvalidEmail(raw) }
    return EmailAddress.unsafeCreate(raw)
}

[INTERMEDIATE] Composition Style

Scope Functions as Lightweight Pipelines

val result = rawOrder
    .let(::validateOrder)
    .map(::priceOrder)
    .map(::confirmOrder)

Arrow Raise DSL (Direct-Style Typed Errors)

import arrow.core.raise.either

fun placeOrder(raw: RawOrder): Either<OrderError, Confirmation> = either {
    val validated = validateOrder(raw).bind()
    val priced = priceOrder(validated).bind()
    confirmOrder(priced).bind()
}

Looks imperative, behaves functionally.

bind()

short-circuits on

Left

.

Accumulating Errors

import arrow.core.raise.zipOrAccumulate

fun validateCustomer(raw: RawCustomer): Either<NonEmptyList<ValidationError>, Customer> = either {
    zipOrAccumulate(
        { validateName(raw.name) },
        { validateEmail(raw.email) },
        { validateAddress(raw.address) }
    ) { name, email, address -> Customer(name, email, address) }
}

[INTERMEDIATE] Effect Management

Kotlin is impure by default.

suspend

marks functions performing side effects or async work.

Pure Core / Imperative Shell with Coroutines

// Pure domain logic (no suspend, no side effects)
object OrderDomain {
    fun calculateDiscount(order: Order): Discount =
        if (order.lines.size > 10) Discount(0.1) else Discount(0.0)
}

// Imperative shell (suspend = side effects)
class OrderService(
    private val orderRepo: OrderRepository,
    private val pricingService: PricingService
) {
    suspend fun placeOrder(raw: RawOrder): Either<OrderError, Confirmation> = either {
        val validated = OrderDomain.validateOrder(raw).bind()
        val priced = pricingService.price(validated).bind()
        orderRepo.save(priced)
        Confirmation(priced.orderId)
    }
}

[ADVANCED] Hexagonal Architecture with Interfaces

// Port: interface defining capability
interface OrderRepository {
    suspend fun findOrder(id: OrderId): Order?
    suspend fun saveOrder(order: Order)
}

// Adapter: concrete implementation
class PostgresOrderRepository(private val db: Database) : OrderRepository {
    override suspend fun findOrder(id: OrderId): Order? =
        db.query("SELECT * FROM orders WHERE id = ?", id.value)
    override suspend fun saveOrder(order: Order) =
        db.execute("INSERT INTO orders ...", order)
}

DI: constructor injection via Koin, Dagger/Hilt, or manual wiring.

[INTERMEDIATE] Testing

Frameworks: Kotest (test framework + PBT) | jqwik (PBT on JUnit 5) | MockK (coroutine-aware mocking). See pbt-jvm for detailed PBT patterns.

Property Test (Kotest)

import io.kotest.core.spec.style.FunSpec
import io.kotest.property.forAll

class OrderSpec : FunSpec({
    test("serialization round-trips") {
        forAll(orderArb) { order -> deserialize(serialize(order)) == order.right() }
    }
    test("validated orders have positive totals") {
        forAll(rawOrderArb) { raw ->
            when (val result = validateOrder(raw)) {
                is Either.Left -> true
                is Either.Right -> result.value.total.value > 0
            }
        }
    }
})

Custom Generator

val emailArb: Arb<EmailAddress> = arbitrary {
    val user = Arb.string(minSize = 1, maxSize = 10, codepoints = Codepoint.az()).bind()
    val domain = Arb.string(minSize = 1, maxSize = 8, codepoints = Codepoint.az()).bind()
    EmailAddress.unsafeCreate("$user@$domain.com")
}

[ADVANCED] Idiomatic Patterns

Null Safety as Option Alternative

fun findCustomer(id: CustomerId): Customer? = ...
val email = findCustomer(id)?.customerEmail?.value

// Use Either/Raise when you need error context
context(Raise<CustomerError>)
fun getCustomer(id: CustomerId): Customer =
    findCustomer(id) ?: raise(CustomerNotFound(id))

Arrow Maturity Caveat

Arrow is capable with active development, but carries honest risks:

• Context receivers/parameters (Raise DSL relies on) are still experimental in Kotlin. Feature renamed and redesigned multiple times.
• Arrow's API changed significantly between 1.x and 2.x, requiring substantial rewrites.
• Smaller contributor base than ZIO or Cats Effect.
• For long-term stability needs, evaluate whether Arrow's API surface will remain stable for your project's lifetime.

Common Pitfalls

1. Arrow API instability: Pin versions carefully. Read migration guides before major upgrades.
2. No higher-kinded types: Use concrete types or Arrow's Raise DSL as abstraction mechanism.
3. FP is library-dependent: Without Arrow, Kotlin FP limited to null safety, sealed classes, and extensions.
4. Coroutine complexity:

   CoroutineScope

   ,

   Dispatcher

   ,

   SupervisorJob

   interactions are subtle. Test with

   runTest

   .