← Back to browse
Editor score 73
Developer Tools
hamilton
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows with lineage, metadata, and tracing, enabling scalable data pipelines and repeatable ML/ETL workflows in Python.
Why use it
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows with lineage, metadata, and tracing, enabling scalable data pipelines and repeatable ML/ETL workflows in Python.
Best for
developers
Deployment options
compose · docker
Resource requirements
server
Alternative to
No mapping yet
Common setup stack
Reverse proxy · HTTPS certs · auth gateway · backups