from enum import Enum, auto from dataclasses import dataclass from typing import Any, Optional class DataQualityLevel(Enum): LOW = auto() MEDIUM = auto() HIGH = auto() THOROUGH = auto() @dataclass class ValidationResult: is_valid: bool = True quality_level: DataQualityLevel = DataQualityLevel.HIGH message: Optional[str] = None details: Any = None @dataclass class ValidatedQuery: query: str = "" is_valid: bool = True quality_level: DataQualityLevel = DataQualityLevel.HIGH class DataQualityValidator: def __init__(self, *args, **kwargs): pass def validate(self, data: Any) -> ValidationResult: # Stub: always returns valid/high return ValidationResult()