Data Engineering

ETL Pipeline Pattern

from datetime import datetime
from dataclasses import dataclass

@dataclass
class PipelineResult:
    records_extracted: int
    records_transformed: int
    records_loaded: int
    errors: list[str]
    duration_seconds: float