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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 305,818 times in total on PyPI, including 104,685 in the last 30 days. The latest version is 1.90.0, released Apr 25, 2026.

Version1.90.0
Downloads
305.82k
License—
AuthorStefan Krawczyk
UpdatedApr 25, 2026
Source →PyPI →

Downloads

Weekly, last 90d.
Includes CI traffic.

VersionsTotal1.*
Range
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Granularity
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CI traffic
Stack: OffCI: Included2 / 4 series
Selected total516.57k
305.8kAll-time
104.7kLast 30 days
3.1kLast 24 h
0.04/sPer second

Version distribution

Share of downloads by released version. Computed over the last quarter.

  • 01

    1.90.0

    255.0k downloads
    98.7%
  • 02

    1.89.0

    3.0k downloads
    1.2%
  • 03

    1.90.0.dev0

    290 downloads
    0.1%

Guess the next day

Thirteen recent days of apache-hamilton downloads. Drag the green handle on the right to guess where day fourteen lands.

TRUTH3.1k1.9kTUEWEDTHUFRISATSUNMONTUEWEDTHUFRISATSUN