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:

    process_portfolio(556)
    # 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}")