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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 121,358 times in total on PyPI, including 71,648 in the last 30 days. The latest version is 1.90.0, released Apr 25, 2026.

Version1.90.0
Downloads
121.36k
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 total236.39k
121.4kAll-time
71.6kLast 30 days
2.8kLast 24 h
0.03/sPer second

Version distribution

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

  • 01

    1.90.0

    110.4k downloads
    93.4%
  • 02

    1.89.0

    7.4k downloads
    6.3%
  • 03

    1.90.0.dev0

    343 downloads
    0.3%

Guess the next day

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

TRUTH2.8k3.1kSATSUNMONTUEWEDTHUFRISATSUNMONTUEWEDTHU