apache-hamilton
Apache Hamilton (incubating) is a lightweight Python library for directed acyclic graphs (DAGs) of transformations. Your DAG is **portable**; it runs anywhere Python runs, whether it's a script, notebook, Airflow pipeline, FastAPI server, etc. Your DAG is **expressive**; Apache Hamilton has extensive features to define and modify the execution of a DAG (e.g., data validation, experiment tracking, remote execution).
apache-hamilton has been downloaded 590,930 times in total on PyPI, including 161,475 in the last 30 days. The latest version is 1.90.0, released Apr 25, 2026.
Downloads
Weekly, last 90d.
Includes CI traffic.
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Version distribution
Share of downloads by released version. Computed over the last quarter.
- 0199.9%
1.90.0
382.5k downloadsDownloads382.5k99.9% - 02<0.1%
1.90.0.dev0
222 downloadsDownloads222<0.1% - 03<0.1%
1.89.0
198 downloadsDownloads198<0.1%
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