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Summary:
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).
Latest version:
1.90.0
Required dependencies:
numpy
|
pandas
|
typing_extensions
|
typing_inspect
Optional dependencies:
dask
|
ddtrace
|
diskcache
|
fastapi
|
fastmcp
|
fastui
|
graphviz
|
networkx
|
openlineage-python
|
pandera
|
pyarrow
|
pydantic
|
pyspark
|
ray
|
rich
|
sf-hamilton-lsp
|
sf-hamilton-sdk
|
sf-hamilton-ui
|
slack-sdk
|
tqdm
|
typer
|
uvicorn
|
vaex
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