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Executable specifications, mocks, and lightweight tests next to your Python code

Project description

niltest

Executable specifications, fixed development mocks, and lightweight checks—next to the Python function they describe.

日本語 · Documentation · GitHub · Issues

niltest lets one expect.case() definition serve three purposes:

  • readable behavior close to the implementation;
  • a fixed mock when databases or external APIs are unavailable;
  • an executable check against the real function.

It has no runtime dependencies and supports Python 3.10+ on Windows, macOS, and Linux.

Install

# Active virtual environment (Windows, macOS, or Linux)
pip install niltest

# Windows
python -m pip install niltest

# Ubuntu / macOS
python3 -m pip install niltest

A complete example

import niltest
from niltest import expect, scenario


@scenario("Shipping fee")
def shipping_fee(subtotal: int, premium: bool = False) -> int:
    if expect:
        expect.case(
            "Premium members ship free",
            given={"subtotal": 1_000, "premium": True},
            returns=0,
        )
        expect.case(
            "Standard shipping",
            given={"subtotal": 1_000, "premium": False},
            returns=500,
        )

    return 0 if premium or subtotal >= 5_000 else 500


niltest.configure(mode="MOCK")
assert shipping_fee(1_000, premium=True) == 0

niltest.configure(mode="TEST")
result = niltest.run_tests(shipping_fee)
assert result.success

CLI and CI

niltest run your_package.specs --language en
niltest run your_package.specs --json

The CLI exits with 0 when all cases pass, 1 for specification failures, and 2 for usage or import errors. JSON output and the structured RunResult API make niltest easy to compose with CI and other developer tools.

Expectations

returns supports:

  • plain values and collections;
  • dataclass instances;
  • Pydantic models;
  • type-only checks such as returns=UserData;
  • custom validators such as returns=lambda result: result["count"] > 0;
  • synchronous and asynchronous functions.

Production path

Set PRODUCTION=true before importing decorated modules. In this mode, @scenario returns the original function without creating a wrapper. The explicit if expect: truth check remains; niltest documents this measurable cost instead of claiming absolute zero overhead.

For zero niltest cost at function-call time, use the declaration-style API. The existing inline API remains fully supported.

from niltest import case, docs, scenario

@scenario("Shipping fee")
@docs(case("Premium", given={"premium": True}, returns=0))
def shipping_fee(premium: bool) -> int:
    return 0 if premium else 500

With PRODUCTION=true, this returns the original function: no wrapper and no if expect: branch in its body.

Localization

Japanese and English are built in. niltest detects the OS locale, falls back to English, and exposes register_locale() plus a validated template for additional languages.

日本語

niltestは、Python関数の先頭に代表的な入力と期待値を書くことで、同じ定義を「読める仕様」「開発用モック」「実装チェック」に再利用する軽量ライブラリです。

python -m pip install niltest
niltest run your_package.specs --language ja

日本語の詳しい使い方、モック・非同期関数・バリデータ・本番モード・応用例は公式ドキュメントで確認できます。

MIT © 2026 Disnana

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