Python scala sealed traits

Python Enum → Scala Sealed Trait + Case Objects

Python Enum with string values maps to a sealed trait with case objects in Scala. This provides exhaustive pattern matching and compile-time safety.

Pattern

# Python
class TokenType(Enum):
    STRING = "string"
    NUMERIC = "numeric"
    NULL = "null"

// Scala
sealed trait TokenType { val value: String }
object TokenType {
  case object STRING    extends TokenType { val value = "string"  }
  case object NUMERIC   extends TokenType { val value = "numeric" }
  case object NULL      extends TokenType { val value = "null"    }
}

Why sealed: the compiler enforces exhaustive match expressions, catching missed cases at compile time.

Python Protocol → Scala Trait

Python's @runtime_checkable Protocol (structural typing) translates to a Scala trait. Scala uses nominal (not structural) typing by default, so explicit extends is required.

@runtime_checkable
class Tokenizable(Protocol):
    def to_token(self) -> str: ...

trait Tokenizable {
  def toToken: String   // camelCase per Scala convention
}

Note the naming: Python uses to_token (snake_case); Scala uses toToken (camelCase).

Python ABC → Scala Abstract Class or Trait

class BaseTokenizer(ABC, Generic[T]):
    @abstractmethod
    def tokenize(self, value: T) -> Token: ...

    def tokenize_batch(self, values: Iterable[T]) -> Iterator[Token]:
        for v in values:
            yield self.tokenize(v)

abstract class BaseTokenizer[T] {
  def tokenize(value: T): Token   // abstract — no body

  def tokenizeBatch(values: Iterable[T]): Iterator[Token] =
    values.iterator.map(tokenize)
}

Use an abstract class (not a trait) when the class has constructor parameters. Use a trait for pure interface definitions.

Python Union Type → Scala Overloading or Sealed Trait

Python's Union[datetime, date] can map to method overloading:

class TemporalTokenizer(formatStr: Option[String] = None) {
  def tokenize(value: LocalDateTime): Token = ...
  def tokenize(value: LocalDate): Token = ...
}

Or to a sealed trait if the union is domain-meaningful.

Python Optional[T] / T | None → Scala Option[T]

def tokenize_path(...) -> Token | None: ...

def tokenizePath(...): Option[Token] = ...

Always return Option[T] instead of nullable values. Use Some(x) and None, never null.

Python TypeVar Constraints → Scala Type Bounds

NumericT = TypeVar("NumericT", int, float, Decimal)

In Scala, union-constrained TypeVars are approximated with a common supertype or explicit overloads:

// Overloads for each numeric type:
def tokenize(value: Int): Token    = ...
def tokenize(value: Double): Token = ...
def tokenize(value: BigDecimal): Token = ...

Immutable Data: @dataclass(frozen=True) → case class

@dataclass(frozen=True)
class Token:
    value: str
    token_type: TokenType
    metadata: dict[str, Any] = field(default_factory=dict)

case class Token(
  value:     String,
  tokenType: TokenType,
  metadata:  Map[String, Any] = Map.empty
)

Case classes are immutable by default. copy() creates modified instances.

Python dict[str, Any] → Scala Map[String, Any]

Note: Any in Scala is the top type (similar to Python's Any). Prefer narrower types where possible, but Map[String, Any] is acceptable for flexible metadata.