Data Vines
● In Development
Data Vines is a robust data pipeline and orchestration framework built on Python and Apache Airflow, designed to simplify the extraction, transformation, and loading of complex datasets across diverse sources. It provides a modular, plugin based architecture for automating data workflows while ensuring reliability and scalability. The platform empowers data teams to focus on insights rather than infrastructure by handling scheduling, monitoring, and error recovery.
Comments
The modular plugin architecture sounds promising, but how does Data Vines handle dependency conflicts when you're mixing custom plugins with community ones?
Plugin version pinning only works if you lock the transitive dependencies too. Seen too many setups break because a sub dependency bumped a minor.