Source code for pydelfini.delfini_core.models.metrics_numeric

from typing import Any
from typing import Dict
from typing import Type
from typing import TypeVar
from typing import Union

from attrs import define as _attrs_define

from ..models.metrics_quantiles import MetricsQuantiles
from ..types import UNSET
from ..types import Unset


T = TypeVar("T", bound="MetricsNumeric")




@_attrs_define
class MetricsNumeric:
    """MetricsNumeric model

    Attributes:
        max_ (float):
        mean (float):
        min_ (float):
        std_dev (float):
        quantiles (Union[Unset, MetricsQuantiles]):
    """

    max_: float
    mean: float
    min_: float
    std_dev: float
    quantiles: Union[Unset, "MetricsQuantiles"] = UNSET



    def to_dict(self) -> Dict[str, Any]:
        """Convert to a dict"""
        max_ = self.max_
        mean = self.mean
        min_ = self.min_
        std_dev = self.std_dev
        quantiles: Union[Unset, Dict[str, Any]] = UNSET
        if not isinstance(self.quantiles, Unset):
            quantiles = self.quantiles.to_dict()

        field_dict: Dict[str, Any] = {}
        field_dict.update(
            {
                "max": max_,
                "mean": mean,
                "min": min_,
                "stdDev": std_dev,
            }
        )
        if quantiles is not UNSET:
            field_dict["quantiles"] = quantiles

        return field_dict




    @classmethod
    def from_dict(cls: Type[T], src_dict: Dict[str, Any]) -> T:
        """Create an instance of :py:class:`MetricsNumeric` from a dict"""
        d = src_dict.copy()
        max_ = d.pop("max")

        mean = d.pop("mean")

        min_ = d.pop("min")

        std_dev = d.pop("stdDev")

        _quantiles = d.pop("quantiles", UNSET)
        quantiles: Union[Unset, MetricsQuantiles]
        if isinstance(_quantiles, Unset):
            quantiles = UNSET
        else:
            quantiles = MetricsQuantiles.from_dict(_quantiles)

        metrics_numeric = cls(
            max_=max_,
            mean=mean,
            min_=min_,
            std_dev=std_dev,
            quantiles=quantiles,
        )

        return metrics_numeric