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 391,588 times in total on PyPI, including 108,037 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
292.0k downloadsDownloads292.0k99.9% - 02<0.1%
1.90.0.dev0
234 downloadsDownloads234<0.1% - 03<0.1%
1.89.0
202 downloadsDownloads202<0.1%
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Thirteen recent days of apache-hamilton downloads. Drag the green handle on the right to guess where day fourteen lands.
