Implementing Pyvorin for Batch Processing

Airflow

Compile task logic in PythonOperator tasks.

def transform(**context):
    data = context["ti"].xcom_pull(task_ids="extract")
    return compiled_transform(data)

Cron Jobs

Wrap cron scripts with pyvorin run for automatic compilation.

Prefect and Dagster

Compile task functions for faster data pipeline execution.