etl-elt-tools

Apache Airflow is a Python-based workflow orchestration platform that allows data engineers to programmatically author, schedule, and monitor data pipelines as directed acyclic graphs (DAGs).

dbt is an open-source data transformation framework that enables analysts and engineers to transform raw data using SQL and Python following software engineering best practices.