import json
from typing import Any, Mapping
from backend.categorisation.categorisation_trigger_request import (
    CategorisationTriggerRequest,
)
from backend.categorisation.processor import process_portfolio
from utils.logger import setup_logger


logger = setup_logger()


def handler(event: Mapping[str, Any], context: Any) -> None:

    for record in event.get("Records", []):
        try:
            body_dict = json.loads(record["body"])
            logger.debug("Validating request body")
            payload = CategorisationTriggerRequest.model_validate(body_dict)

            logger.debug("Successfully validated request body")

            process_portfolio(payload.portfolio_id)

        except Exception as e:
            logger.error(f"Failed to process record: {e}")