diff --git a/.flake8 b/.flake8 deleted file mode 100644 index bbe8fb4..0000000 --- a/.flake8 +++ /dev/null @@ -1,4 +0,0 @@ -[flake8] -# For error codes, see this https://flake8.pycqa.org/en/latest/user/error-codes.html -ignore = F401, F403, W504 -max-line-length = 100 diff --git a/.github/CONTRIBUTING.md b/.github/CONTRIBUTING.md index d59caee..15cc4ea 100644 --- a/.github/CONTRIBUTING.md +++ b/.github/CONTRIBUTING.md @@ -18,16 +18,33 @@ We accept contributions via Pull Requests on [Github](https://github.com/devRMA/ - **One pull request per feature** - If you want to do more than one thing, send multiple pull requests. +## Setup + +This project targets Python 3.10+ and is managed with [Poetry](https://python-poetry.org/). +The exact interpreter and Poetry versions are pinned in `.tool-versions` for +[asdf](https://asdf-vm.com/) users. + +```bash +poetry install +``` + ## Running Tests ```bash -poetry run task test +poetry run pytest --cov=stopwatch --cov-report=term-missing ``` -## Running Formatters +## Linting and Formatting + +Linting, import sorting and formatting are all handled by [Ruff](https://docs.astral.sh/ruff/), +and type checking by [mypy](https://mypy-lang.org/): ```bash -poetry run task format +poetry run ruff check --fix . # lint and sort imports +poetry run ruff format . # format +poetry run mypy stopwatch # type check ``` +CI runs the same commands with `--check`, so run them before pushing. + **Happy coding**! diff --git a/.github/workflows/formatting.yml b/.github/workflows/formatting.yml deleted file mode 100644 index b8ff007..0000000 --- a/.github/workflows/formatting.yml +++ /dev/null @@ -1,74 +0,0 @@ -name: Format - -on: - pull_request: - push: - branches: - - main - paths: - - "**.py" - - ".github/workflows/**.yml" - -jobs: - formatting: - name: Format files - runs-on: ubuntu-latest - - steps: - #---------------------------------------------- - # check-out repo and set-up python - #---------------------------------------------- - - uses: actions/checkout@v3 - - name: Setup Python 3.11 - uses: actions/setup-python@v4 - with: - python-version: "3.11" - - #---------------------------------------------- - # load cached poetry if cache exists - #---------------------------------------------- - - name: Load cached Poetry installation - uses: actions/cache@v3 - with: - path: ~/.local # the path depends on the OS - key: poetry-0 # increment to reset cache - - #---------------------------------------------- - # install and configure poetry - #---------------------------------------------- - - name: Install Poetry - uses: snok/install-poetry@v1 - with: - virtualenvs-create: true - virtualenvs-in-project: true - - #---------------------------------------------- - # load cached venv if cache exists - #---------------------------------------------- - - name: Load cached venv - id: cached-poetry-dependencies - uses: actions/cache@v3 - with: - path: .venv - key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-0 - - #---------------------------------------------- - # install dependencies if cache does not exist - #---------------------------------------------- - - name: Install dependencies - if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction - - #---------------------------------------------- - # install and run formatters - #---------------------------------------------- - - name: Run formatters - run: poetry run task format - - #---------------------------------------------- - # commit changes - #---------------------------------------------- - - name: Commit changes - uses: stefanzweifel/git-auto-commit-action@v4 - with: - commit_message: Apply yapf and isort formatting diff --git a/.github/workflows/linting.yml b/.github/workflows/linting.yml deleted file mode 100644 index 51a61d6..0000000 --- a/.github/workflows/linting.yml +++ /dev/null @@ -1,66 +0,0 @@ -name: Lint - -on: - pull_request: - push: - branches: - - main - paths: - - "**.py" - - ".github/workflows/**.yml" - -jobs: - linting: - name: Run linters - runs-on: ubuntu-latest - - steps: - #---------------------------------------------- - # check-out repo and set-up python - #---------------------------------------------- - - uses: actions/checkout@v3 - - name: Setup Python 3.11 - uses: actions/setup-python@v4 - with: - python-version: "3.11" - - #---------------------------------------------- - # load cached poetry if cache exists - #---------------------------------------------- - - name: Load cached Poetry installation - uses: actions/cache@v3 - with: - path: ~/.local # the path depends on the OS - key: poetry-0 # increment to reset cache - - #---------------------------------------------- - # install and configure poetry - #---------------------------------------------- - - name: Install Poetry - uses: snok/install-poetry@v1 - with: - virtualenvs-create: true - virtualenvs-in-project: true - - #---------------------------------------------- - # load cached venv if cache exists - #---------------------------------------------- - - name: Load cached venv - id: cached-poetry-dependencies - uses: actions/cache@v3 - with: - path: .venv - key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-0 - - #---------------------------------------------- - # install dependencies if cache does not exist - #---------------------------------------------- - - name: Install dependencies - if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction - - #---------------------------------------------- - # Run linters - #---------------------------------------------- - - name: Run linters - run: poetry run task lint diff --git a/.github/workflows/quality.yml b/.github/workflows/quality.yml new file mode 100644 index 0000000..4f2d86c --- /dev/null +++ b/.github/workflows/quality.yml @@ -0,0 +1,55 @@ +name: Quality + +on: + push: + branches: [main] + pull_request: + +permissions: + contents: read + +concurrency: + group: quality-${{ github.ref }} + cancel-in-progress: true + +jobs: + quality: + name: Lint, format and types + runs-on: ubuntu-latest + timeout-minutes: 10 + + steps: + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + persist-credentials: false + + - name: Set up Python + id: setup-python + uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0 + with: + python-version: "3.12" + + - name: Install Poetry + run: | + pipx install poetry==2.4.1 + poetry config virtualenvs.in-project true + + - name: Load cached venv + id: cached-venv + uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0 + with: + path: .venv + key: venv-${{ runner.os }}-py${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('poetry.lock') }} + + - name: Install dependencies + if: steps.cached-venv.outputs.cache-hit != 'true' + run: poetry install --no-interaction + + - name: Lint + run: poetry run ruff check --output-format=github . + + - name: Check formatting + run: poetry run ruff format --check --diff . + + - name: Type check + run: poetry run mypy stopwatch diff --git a/.github/workflows/tests.yml b/.github/workflows/tests.yml index 1bc7393..4a46f46 100644 --- a/.github/workflows/tests.yml +++ b/.github/workflows/tests.yml @@ -1,134 +1,69 @@ -# This workflow will install Python dependencies, run tests and lint with a variety of Python versions -# For more information see: https://help.github.com/actions/language-and-framework-guides/using-python-with-github-actions - name: Tests on: push: - branches: - - main - paths: - - "**.py" - - ".github/workflows/**.yml" + branches: [main] + pull_request: + +permissions: + contents: read + +concurrency: + group: tests-${{ github.ref }} + cancel-in-progress: true jobs: test: - name: Run tests + name: Python ${{ matrix.python-version }} on ${{ matrix.os }} runs-on: ${{ matrix.os }} + timeout-minutes: 15 strategy: + fail-fast: false matrix: - python-version: ["3.7", "3.8", "3.9", "3.10", "3.11"] os: [ubuntu-latest] + python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"] + # colorama exists for Windows consoles, so smoke-test one leg there. + include: + - os: windows-latest + python-version: "3.12" steps: - #---------------------------------------------- - # check-out repo and set-up python - #---------------------------------------------- - - uses: actions/checkout@v3 - - name: Set up Python ${{ matrix.python-version }} - uses: actions/setup-python@v4 - with: - python-version: ${{ matrix.python-version }} - - #---------------------------------------------- - # load cached poetry if cache exists - #---------------------------------------------- - - name: Load cached Poetry installation - uses: actions/cache@v3 - with: - path: ~/.local # the path depends on the OS - key: poetry-0 # increment to reset cache - - #---------------------------------------------- - # install and configure poetry - #---------------------------------------------- - - name: Install Poetry - uses: snok/install-poetry@v1 - with: - virtualenvs-create: true - virtualenvs-in-project: true - - #---------------------------------------------- - # load cached venv if cache exists - #---------------------------------------------- - - name: Load cached venv - id: cached-poetry-dependencies - uses: actions/cache@v3 - with: - path: .venv - key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-0 - - #---------------------------------------------- - # install dependencies if cache does not exist - #---------------------------------------------- - - name: Install dependencies - if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction - - #---------------------------------------------- - # run test suite - #---------------------------------------------- - - name: Run tests - run: poetry run pytest - - upload: - name: Upload coverage data to coveralls.io - needs: test - runs-on: ubuntu-latest - - steps: - #---------------------------------------------- - # check-out repo and set-up python - #---------------------------------------------- - - uses: actions/checkout@v3 - - name: Set up Python - uses: actions/setup-python@v4 - with: - python-version: "3.11" - - #---------------------------------------------- - # load cached poetry if cache exists - #---------------------------------------------- - - name: Load cached Poetry installation - uses: actions/cache@v3 - with: - path: ~/.local # the path depends on the OS - key: poetry-0 # increment to reset cache - - #---------------------------------------------- - # install and configure poetry - #---------------------------------------------- - - name: Install Poetry - uses: snok/install-poetry@v1 - with: - virtualenvs-create: true - virtualenvs-in-project: true - - #---------------------------------------------- - # load cached venv if cache exists - #---------------------------------------------- - - name: Load cached venv - id: cached-poetry-dependencies - uses: actions/cache@v3 - with: - path: .venv - key: venv-${{ runner.os }}-${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('**/poetry.lock') }}-0 - - #---------------------------------------------- - # install dependencies if cache does not exist - #---------------------------------------------- - - name: Install dependencies - if: steps.cached-poetry-dependencies.outputs.cache-hit != 'true' - run: poetry install --no-interaction - - #---------------------------------------------- - # upload data to coveralls.io - #---------------------------------------------- - - name: Upload coverage data to coveralls.io - run: | - source .venv/bin/activate - coverage run -m pytest - coveralls --service=github - env: - GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }} + - uses: actions/checkout@3d3c42e5aac5ba805825da76410c181273ba90b1 # v7.0.1 + with: + persist-credentials: false + + - name: Set up Python ${{ matrix.python-version }} + id: setup-python + uses: actions/setup-python@5fda3b95a4ea91299a34e894583c3862153e4b97 # v7.0.0 + with: + python-version: ${{ matrix.python-version }} + + - name: Install Poetry + # pipx ships with every GitHub-hosted runner and puts poetry on + # PATH the same way on Linux and Windows, which snok/install-poetry + # does not -- it left `poetry` unresolvable on windows-latest. + run: | + pipx install poetry==2.4.1 + poetry config virtualenvs.in-project true + + - name: Load cached venv + id: cached-venv + uses: actions/cache@55cc8345863c7cc4c66a329aec7e433d2d1c52a9 # v6.1.0 + with: + path: .venv + key: venv-${{ runner.os }}-py${{ steps.setup-python.outputs.python-version }}-${{ hashFiles('poetry.lock') }} + + - name: Install dependencies + if: steps.cached-venv.outputs.cache-hit != 'true' + run: poetry install --no-interaction + + - name: Run tests + run: poetry run pytest --cov=stopwatch --cov-report=term-missing --cov-report=xml + + - name: Upload coverage to Coveralls + if: matrix.os == 'ubuntu-latest' && matrix.python-version == '3.12' + uses: coverallsapp/github-action@8d6379e14d29928660c4ba802d8e85393440b329 # v2.3.8 + with: + file: coverage.xml + format: cobertura diff --git a/.gitignore b/.gitignore index 805bf03..e5d482f 100644 --- a/.gitignore +++ b/.gitignore @@ -288,3 +288,9 @@ dist .svelte-kit # End of https://www.toptal.com/developers/gitignore/api/node + +# Local AI/agent tooling +.agents/ +.claude/ +.serena/ +skills-lock.json diff --git a/.tool-versions b/.tool-versions new file mode 100644 index 0000000..4474bf1 --- /dev/null +++ b/.tool-versions @@ -0,0 +1,2 @@ +poetry 2.4.1 +python 3.10.20 diff --git a/README.md b/README.md index e8202e5..21c0157 100644 --- a/README.md +++ b/README.md @@ -25,7 +25,7 @@ -- This package requires python 3.7 or higher. +- This package requires python 3.10 or higher. #### **Step 1**. Install the library: ```sh poetry add python-stopwatch2 @@ -62,7 +62,7 @@ print(f'Time elapsed: {sw}') # Time elapsed: 2.00s Run the tests with: ```bash -poetry run task test +poetry run pytest --cov=stopwatch ``` diff --git a/poetry.lock b/poetry.lock index 9af8143..de44fbf 100644 --- a/poetry.lock +++ b/poetry.lock @@ -1,98 +1,47 @@ -# This file is automatically @generated by Poetry 1.5.1 and should not be changed by hand. +# This file is automatically @generated by Poetry 2.4.1 and should not be changed by hand. 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"https://stopwatch2.vercel.app/guide/getting-started.html" -keywords = ["stopwatch", "timer", "time", "profile"] + +[tool.poetry] +requires-poetry = ">=2.0" packages = [{ include = "stopwatch" }] -[tool.poetry.dependencies] -python = "^3.7" -colorama = "^0.4.4" - -[tool.poetry.dev-dependencies] -coveralls = "^3.3.1" -flake8 = "^4.0.1" -isort = "^5.10.1" -mypy = "^0.931" -pytest = "^7.0.1" -pytest-cov = "^3.0.0" -pytest-sugar = "^0.9.4" -taskipy = "^1.10.1" -toml = "^0.10.2" -types-colorama = "^0.4.8" -yapf = "^0.32.0" +[tool.poetry.group.dev.dependencies] +mypy = ">=2.3.0" +pytest = ">=9.1.1" +pytest-cov = ">=7.1.0" +ruff = ">=0.16.1" +types-colorama = ">=0.4.15" [build-system] -requires = ["poetry-core>=1.0.0"] +requires = ["poetry-core>=2.0.0,<3.0.0"] build-backend = "poetry.core.masonry.api" -[tool.isort] -profile = "black" -py_version = "37" +[tool.ruff] +line-length = 79 +target-version = "py310" -[tool.mypy] -namespace_packages = "True" - -[tool.yapf] -based_on_style = "facebook" -indent_width = 4 - -[tool.taskipy.tasks] -test = { cmd = "task pytest && task coverage", help = "runs all tests and generate the coverage report" } -lint = { cmd = "task mypy && task flake8", help = "Run mypy and flake8 on the project" } -format = { cmd = "task yapf && task isort", help = "Run yapf and isort on the project" } +[tool.ruff.format] +quote-style = "single" -pytest = { cmd = "python -m coverage run -m pytest", help = "run pytest and generate coverage report" } -coverage = { cmd = "python -m coverage html", help = "generate html with the coverage report" } +[tool.ruff.lint] +select = ["E", "F", "W", "I", "UP", "B", "RUF"] -mypy = { cmd = "python -m mypy --pretty stopwatch", help = "Run mypy on the project" } -flake8 = { cmd = "python -m flake8 --benchmark stopwatch", help = "Run flake8 on the project" } - -yapf = { cmd = "python -m yapf -r -i -vv stopwatch", help = "Run yapf on the project" } -isort = { cmd = "python -m isort stopwatch", help = "Run isort on the project" } +[tool.mypy] +python_version = "3.10" +strict = true diff --git a/stopwatch/lap.py b/stopwatch/lap.py index fd65b67..febacf4 100644 --- a/stopwatch/lap.py +++ b/stopwatch/lap.py @@ -1,11 +1,10 @@ import time -from typing import List class Lap: running: bool _start: float - _fractions: List[float] + _fractions: list[float] def __init__(self) -> None: self.running = False @@ -18,8 +17,9 @@ def __repr__(self) -> str: @property def elapsed(self) -> float: """`float`: Return the elapsed time in seconds.""" - return ((time.perf_counter() - - self._start) if self.running else 0.0) + sum(self._fractions) + return ( + (time.perf_counter() - self._start) if self.running else 0.0 + ) + sum(self._fractions) def start(self) -> None: """ diff --git a/stopwatch/profile.py b/stopwatch/profile.py index 77c76a9..da9753c 100644 --- a/stopwatch/profile.py +++ b/stopwatch/profile.py @@ -1,7 +1,8 @@ import atexit import functools import math -from typing import Any, Callable, TypeVar +from collections.abc import Callable +from typing import Any, TypeVar from colorama import Fore, Style @@ -32,8 +33,11 @@ def _make_report(caller: Caller, name: str, statistics: Statistics) -> str: """ tag = ''.join( [ - Style.BRIGHT, f'{Fore.BLUE}[{caller.module}', - f'{Fore.GREEN}#{name}', f'{Fore.BLUE}]', Fore.RESET + Style.BRIGHT, + f'{Fore.BLUE}[{caller.module}', + f'{Fore.GREEN}#{name}', + f'{Fore.BLUE}]', + Fore.RESET, ] ) items = ', '.join( @@ -43,7 +47,7 @@ def _make_report(caller: Caller, name: str, statistics: Statistics) -> str: f'min={format_elapsed_time(statistics.minimum)}', f'median={format_elapsed_time(statistics.median)}', f'max={format_elapsed_time(statistics.maximum)}', - f'dev={format_elapsed_time(math.sqrt(statistics.variance))}' + f'dev={format_elapsed_time(math.sqrt(statistics.variance))}', ] ) diff --git a/stopwatch/statistics.py b/stopwatch/statistics.py index 14e4418..cb3a806 100644 --- a/stopwatch/statistics.py +++ b/stopwatch/statistics.py @@ -1,11 +1,10 @@ import statistics -from typing import Dict, List, Optional class Statistics: - _values: List[float] + _values: list[float] - def __init__(self, values: Optional[List[float]] = None) -> None: + def __init__(self, values: list[float] | None = None) -> None: self._values = values or [] def add(self, value: float) -> None: @@ -55,7 +54,7 @@ def __len__(self) -> int: def __repr__(self) -> str: return f'' - def to_dict(self) -> Dict[str, float]: + def to_dict(self) -> dict[str, float]: """ Return a dictionary with all properties from statistics @@ -70,5 +69,5 @@ def to_dict(self) -> Dict[str, float]: 'median': self.median, 'minimum': self.minimum, 'total': self.total, - 'variance': self.variance + 'variance': self.variance, } diff --git a/stopwatch/stopwatch.py b/stopwatch/stopwatch.py index 5fc8fce..93b6ac0 100644 --- a/stopwatch/stopwatch.py +++ b/stopwatch/stopwatch.py @@ -1,8 +1,9 @@ from __future__ import annotations import math +from collections.abc import Iterator from contextlib import contextmanager -from typing import Any, Iterator, List, Optional +from typing import Any from colorama import Fore, Style @@ -12,25 +13,21 @@ class Stopwatch: - name: Optional[str] = None - precision: int = 2 - laps: List[Lap] = [] - _caller: Optional[Caller] = None - _current_lap: Optional[Lap] = None - _print_report: bool = False - def __init__( self, - name: Optional[str] = None, + name: str | None = None, print_report: bool = False, - precision: int = 2 + precision: int = 2, ) -> None: self.name = name self.precision = precision - if print_report: - self._print_report = print_report - self._caller = inspect_caller() - self.restart() + self.laps: list[Lap] = [] + self._current_lap: Lap | None = None + self._print_report = print_report + self._caller: Caller | None = ( + inspect_caller() if print_report else None + ) + self.start() def __enter__(self) -> Stopwatch: return self.restart() @@ -145,24 +142,28 @@ def report(self) -> str: f'min={statistics.minimum:.{self.precision}f}s', f'median={statistics.median:.{self.precision}f}s', f'max={statistics.maximum:.{self.precision}f}s', - f'dev={math.sqrt(statistics.variance):.{self.precision}f}s' + f'dev={math.sqrt(statistics.variance):.{self.precision}f}s', ] ) return '[Stopwatch{tag}] {statistics}'.format( tag=f'#{self.name}' if self.name is not None else '', - statistics=', '.join(items) + statistics=', '.join(items), ) def _format(self) -> str: caller = self._caller if self._print_report and caller is not None: items = [ - Style.BRIGHT, Fore.BLUE, + Style.BRIGHT, + Fore.BLUE, f'[{caller.module}:{caller.function}:{caller.line_number}]', - Style.RESET_ALL, ' ~ ', Style.BRIGHT, Fore.MAGENTA, - format_elapsed_time(self.elapsed, - self.precision), Style.RESET_ALL + Style.RESET_ALL, + ' ~ ', + Style.BRIGHT, + Fore.MAGENTA, + format_elapsed_time(self.elapsed, self.precision), + Style.RESET_ALL, ] if self.name is not None: diff --git a/stopwatch/utils.py b/stopwatch/utils.py index c26acbc..0ff8d99 100644 --- a/stopwatch/utils.py +++ b/stopwatch/utils.py @@ -14,7 +14,7 @@ def inspect_caller(offset: int = 0) -> Caller: return Caller( module=module.__name__ if module else '', function=stack.function, - line_number=stack.lineno + line_number=stack.lineno, ) diff --git a/tests/mocks/atexit.py b/tests/mocks/atexit.py index ac80f66..a970176 100644 --- a/tests/mocks/atexit.py +++ b/tests/mocks/atexit.py @@ -1,4 +1,5 @@ -from typing import Any, Callable +from collections.abc import Callable +from typing import Any class AtexitMock: diff --git a/tests/mocks/inspect.py b/tests/mocks/inspect.py index 9801246..d28fcae 100644 --- a/tests/mocks/inspect.py +++ b/tests/mocks/inspect.py @@ -1,5 +1,4 @@ from dataclasses import dataclass -from typing import List @dataclass @@ -11,7 +10,7 @@ class StackMock: class InspectMock: @staticmethod - def stack() -> List[StackMock]: + def stack() -> list[StackMock]: return [ StackMock(frame='frame', function='function', lineno=2) for _ in range(3) diff --git a/tests/test_statistics.py b/tests/test_statistics.py index e3a954a..40ab187 100644 --- a/tests/test_statistics.py +++ b/tests/test_statistics.py @@ -22,7 +22,9 @@ def test_add_values(self) -> None: self.assertEqual(len(stats), len(self.values)) def test_repr(self) -> None: - self.assertEqual(repr(self.stats), f'') + self.assertEqual( + repr(self.stats), f'' + ) def test_mean(self) -> None: self.assertEqual(self.stats.mean, statistics.mean(self.values)) @@ -40,16 +42,19 @@ def test_total(self) -> None: self.assertEqual(self.stats.total, sum(self.values)) def test_variance(self) -> None: - self.assertEqual(self.stats.variance, statistics.pvariance(self.values)) + self.assertEqual( + self.stats.variance, statistics.pvariance(self.values) + ) def test_to_dict(self) -> None: self.assertEqual( - self.stats.to_dict(), { + self.stats.to_dict(), + { 'mean': statistics.mean(self.values), 'maximum': max(self.values), 'median': statistics.median(self.values), 'minimum': min(self.values), 'total': sum(self.values), - 'variance': statistics.pvariance(self.values) - } + 'variance': statistics.pvariance(self.values), + }, ) diff --git a/tests/test_stopwatch.py b/tests/test_stopwatch.py index df11c4f..b41433e 100644 --- a/tests/test_stopwatch.py +++ b/tests/test_stopwatch.py @@ -122,8 +122,9 @@ def test_stopwatch_report_with_laps(self) -> None: with sw.lap(): self.time_mock.increment(i) self.assertEqual( - sw.report(), '[Stopwatch] total=10.00s, mean=2.00s, ' - 'min=0.00s, median=2.00s, max=4.00s, dev=1.41s' + sw.report(), + '[Stopwatch] total=10.00s, mean=2.00s, ' + 'min=0.00s, median=2.00s, max=4.00s, dev=1.41s', ) def test_stopwatch_statistics(self) -> None: