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 381,637 times in total on PyPI, including 103,925 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.
- 0199.8%
1.90.0
287.4k downloadsDownloads287.4k99.8% - 020.1%
1.89.0
375 downloadsDownloads3750.1% - 03<0.1%
1.90.0.dev0
230 downloadsDownloads230<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.