Spaces:
Configuration error
Configuration error
| # In Guardrails/validation.py (create a new file) | |
| from pydantic import BaseModel, Field | |
| from typing import List | |
| class ValidationCheck(BaseModel): | |
| column: str = Field(description="The column that was checked.") | |
| action: str = Field(description="The cleaning action that was validated.") | |
| passed: bool = Field(description="True if the validation check passed, False otherwise.") | |
| details: str = Field(description="A description of the check performed and the outcome (e.g., 'Checked dtype, found int64 as expected').") | |
| class ValidationReport(BaseModel): | |
| overall_summary: str = Field(description="A high-level summary of the entire validation process.") | |
| checks: List[ValidationCheck] = Field(description="A list of all individual validation checks performed.") |