One framework to develop, deploy and operate data workflows with Python and SQL.
Multimodal
Open Source
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Open-source data tool (Apache-2.0 license, 2,551★). Source: GitHub (apache/hamilton).