import logging from datetime import date from enum import Enum from pydantic import BaseModel, BeforeValidator from typing_extensions import Annotated logger = logging.getLogger(__name__) def ensure_tuple(created: str | tuple) -> tuple: if isinstance(created, str): return tuple(created.split(", ")) return created class SampleSchema(BaseModel): id: str text: str source: str added: date created: Annotated[tuple[date, date], BeforeValidator(ensure_tuple)] token_count: int class ColumnNames(Enum): id = "id" text = "text" source = "source" added = "added" created = "created" token_count = "token_count" COLUMN_ORDER = [col.value for col in ColumnNames]