import sys
import os
sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__),"..", "src")))

from typing import ClassVar, Optional

from lib.custom_logger import get_logger
logger = get_logger(level=10)
from dataclasses import dataclass

from models.duck_base_model import DuckBaseModel
from providers.duck_db_provider import DuckDBProvider

@dataclass
class NewsModel(DuckBaseModel):
    title: str
    file_glob: ClassVar[str] = "./data_science/data/y=2025/news/news_*.csv"
    default_order_by: ClassVar[Optional[str]] = "pub_date DESC"


def example_duckdb_model():
    logger.info("Starting example_duckdb_model function.")
    provider = DuckDBProvider()
    provider.connect()
    NewsModel.provider = provider

    news = NewsModel.first()
    logger.info(f"Total news: {news if news else 'No news found'}")

# example_duckdb_model()