madagra

from sktime.forecasting.model_selection import temporal_train_test_split, SingleWindowSplitter, ForecastingRandomizedSearchCV
from sktime.forecasting.base import ForecastingHorizon
from sktime.forecasting.compose import make_reduction, TransformedTargetForecaster
from sktime.utils.plotting import plot_series
from sktime.performance_metrics.forecasting import mean_absolute_percentage_error
from sktime.transformations.series.detrend import Deseasonalizer, Detrender
from sktime.forecasting.trend import PolynomialTrendForecaster

from xgboost import XGBRegressor

madagra

from enum import StrEnum
from typing import Any, Optional
from typing_extensions import Self

from pydantic import Field, model_validator
from pydantic_settings import BaseSettings, SettingsConfigDict


class BaseEnvConfig(BaseSettings):
    ciao: Optional[str] = Field(default=None, validation_alias="CIAO")