Autotune Python SDK
Typed synchronous and asynchronous interfaces for the autotune command-line tool. The CLI remains the execution engine and the authority for option validation.
Requirements
- Python 3.10 or newer
- Node.js 22 or newer
- An
autotuneexecutable onPATH
Select another executable with binary=..., AUTOTUNE_CLI_BIN, or AUTOTUNE_BIN.
Usage
from autotune_cli import Autotune
autotune = Autotune()
space = autotune.analyze("train.py", agent="codex")
result = autotune.run("train.py", trials=20, yes=True, agent="codex")
print(result.best_trial)
run() is intentionally noninteractive: pass yes=True, or provide config="search-space.yaml". A configured run is automatically passed to the CLI with --yes.
Use invoke() for raw CLI features:
print(autotune.invoke(["--help"]).stdout)
The async client has the same API:
from autotune_cli import AsyncAutotune
result = await AsyncAutotune().run("train.py", trials=20, yes=True)
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