27 lines
817 B
Python
27 lines
817 B
Python
from pathlib import Path
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from typing import Union, Any
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from attr import attrib
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from attrs import field, define
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from attrs.validators import instance_of, optional, deep_iterable
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from src.data_classes.parameters_general import GeneralParameters
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@define
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class Metric:
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operation: str = field(validator=instance_of(str))
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column: str = field(validator=optional(instance_of(str)))
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@define
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class DescriptiveOverviewParameters(GeneralParameters):
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metrics: list[Union[Any, Metric]] = field(validator=instance_of(list))
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group_by: str = attrib(validator=instance_of(str))
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def __attrs_post_init__(self):
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self.metrics = [
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Metric(**metric) if isinstance(metric, dict) else metric
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for metric in self.metrics
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]
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self.name_save_file: Path = Path(f"{self.name}")
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