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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 118,526 times in total on PyPI, including 70,991 in the last 30 days. The latest version is 1.90.0, released Apr 25, 2026.

Version1.90.0
Downloads
118.53k
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 total230.99k
118.5kAll-time
71.0kLast 30 days
3.1kLast 24 h
0.03/sPer second

Version distribution

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

  • 01

    1.90.0

    107.6k downloads
    93.3%
  • 02

    1.89.0

    7.4k downloads
    6.4%
  • 03

    1.90.0.dev0

    349 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.

TRUTH3.1k2.9kFRISATSUNMONTUEWEDTHUFRISATSUNMONTUEWED