sdax-hamilton

A typed Hamilton frontend for Python SDAX's dependency execution and resource lifecycle runtime.

Import the real supported Hamilton decorators, then add execution policies and shutdown declarations. The frontend compiles Hamilton's resolved graph into one reusable SDAX plan. Each invocation gets its own values and acquisition records. SDAX owns scheduling, retries, timeouts and reverse dependency shutdown.

Status: experimental release 0.1.0. The API is not frozen. Before 1.0, breaking API changes use a new minor version; patch versions preserve the documented API except for corrections to incorrect behavior. See the implementation status for validation and the compatibility limits before adopting it.

Install

Python 3.11 or later is required. This alpha pins sdax==0.7.2 and apache-hamilton==1.90.0.

python -m pip install sdax-hamilton==0.1.0

Define an application module, for example nodes.py:

from hamilton.function_modifiers import inject, value
from sdax_hamilton import execution


@execution(timeout=5.0, retries=2)
@inject(prefix=value("Hello"))
async def greeting(name: str, prefix: str) -> str:
    return f"{prefix}, {name}"

Prepare once and execute inside your application's event loop:

import nodes
from sdax_hamilton import Driver

plan = Driver(nodes).prepare(["greeting"])


async def greet(name: str) -> str:
    result = await plan.execute(inputs={"name": name})
    return result["greeting"]

Use plan.open(...) when a requested result is an owned resource: its lifetime then includes the caller's async with body. See the API guide for acquisition, cleanup, cancellation and retry contracts.

This is a whole-graph translator, not an adapter for Hamilton's AsyncDriver. The minimal SDAX core API remains unchanged. Declared parameter/result bindings are checked; this does not prove Python function bodies or give result dictionaries per-key static types.

Development

python -m pip install '.[test]'
python -m ruff check --no-cache src tests examples
python -m mypy src/sdax_hamilton tests/typing/authoring.py
python -m pytest -q -p no:cacheprovider

Public tests run from this repository without the workspace, private evidence or ignored scratch/ prototypes. The historical design and comparison documents explain the decisions; the current API guide describes the implemented surface.

MIT licensed; see LICENSE.