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[project]
name = "swanlab"
dynamic = ["readme", "version"]
license = "Apache-2.0"
description = "Python library for streamlined tracking and management of AI training processes."
requires-python = ">=3.9"
authors = [
{ name = "Cunyue", email = "team@swanhub.co" },
{ name = "ZeYi Lin", email = "team@swanhub.co" },
{ name = "Kaikaikaifang", email = "team@swanhub.co" },
{ name = "Feudalman", email = "team@swanhub.co" },
]
keywords = [
"machine learning",
"reproducibility",
"visualization"
]
classifiers = [
'Development Status :: 3 - Alpha',
'License :: OSI Approved :: Apache Software License',
'Operating System :: OS Independent',
'Programming Language :: Python :: 3',
'Programming Language :: Python :: 3 :: Only',
'Programming Language :: Python :: 3.8',
'Programming Language :: Python :: 3.9',
'Programming Language :: Python :: 3.10',
'Programming Language :: Python :: 3.11',
'Programming Language :: Python :: 3.12',
'Topic :: Scientific/Engineering',
'Topic :: Scientific/Engineering :: Artificial Intelligence',
'Topic :: Scientific/Engineering :: Visualization',
]
dependencies = [
"urllib3>=1.26.0",
"requests>=2.28.0",
"setuptools",
"click",
"pyyaml",
"psutil>=5.0.0",
"nvidia-ml-py",
"pydantic~=2.0",
"pyecharts>=2.0.0",
"wrapt>=1.17.0",
"platformdirs>=4.2.0",
"protobuf>=3.15.0,!=4.21.0,!=5.28.0,<7; python_version == '3.9' and sys_platform == 'linux'",
"protobuf>=3.19.0,!=4.21.0,!=5.28.0,<7; python_version > '3.9' and sys_platform == 'linux'",
"protobuf>=3.19.0,!=4.21.0,!=5.28.0,<7; sys_platform != 'linux'",
"rich>=13.6.0,<14.0.0",
"pydantic-settings>=2.8.1",
]
# 对应 requirements-media.txt 和 requirements-dashboard.txt [cite: 3, 5]
[project.optional-dependencies]
media = [
"soundfile",
"pillow",
"matplotlib",
"numpy",
"moviepy",
"imageio[ffmpeg]",
"rdkit>=2025.9.6; python_version > '3.9'",
"rdkit<=2023.9.6; python_version == '3.9'",
]
dashboard = [
"swanboard==0.1.9b3",
]
s3 = [
"boto3>=1.35.49",
]
[dependency-groups]
dev = [
"build",
"pytest",
"pytest-mock",
"pytest-benchmark",
"nanoid",
"omegaconf",
"ipython",
"ipykernel",
"torch>=2.5.0",
"torchvision>=0.12.0",
"pandas",
"python-dotenv",
"freezegun",
"responses",
"mmengine",
"grpcio-tools",
"wandb",
"ruff>=0.15.4",
"pre-commit>=3.5.0",
"pyright>=1.1.408",
"pre-commit"
]
[project.scripts]
swanlab = "swanlab.cli:cli"
[project.urls]
"Homepage" = "https://swanlab.cn"
"Source" = "https://github.com/SwanHubX/SwanLab"
"Bug Reports" = "https://github.com/SwanHubX/SwanLab/issues"
"Documentation" = "https://docs.swanlab.cn/zh/guide_cloud/general/what-is-swanlab.html"
[build-system]
requires = ["hatchling", "hatch-fancy-pypi-readme>=22.5.0"]
build-backend = "hatchling.build"
[tool.hatch.version]
path = "swanlab/package.json"
pattern = ".*\"version\":\\s*\"(?P<version>[^\"]+)\""
[tool.hatch.metadata.hooks.fancy-pypi-readme]
content-type = "text/markdown"
fragments = [{ path = "README.md" }]
[[tool.hatch.metadata.hooks.fancy-pypi-readme.substitutions]]
pattern = "(readme_files)/"
replacement = 'https://raw.githubusercontent.com/SwanHubX/swanlab/main/\g<1>/'
[[tool.hatch.metadata.hooks.fancy-pypi-readme.substitutions]]
pattern = "README_en.md"
replacement = 'https://github.com/SwanHubX/SwanLab/blob/main/README_en.md'
[[tool.hatch.metadata.hooks.fancy-pypi-readme.substitutions]]
pattern = "README.md"
replacement = "https://github.com/SwanHubX/SwanLab/blob/main/README.md"
[tool.pyright]
venvPath = "."
venv = ".venv"
exclude = [
"**/node_modules",
"**/__pycache__",
]
ignore=["swanlab/proto"]
[tool.ruff]
exclude = [
"swanlab/proto",
".bzr",
".direnv",
".eggs",
".git",
".git-rewrite",
".hg",
".ipynb_checkpoints",
".mypy_cache",
".nox",
".pants.d",
".pyenv",
".pytest_cache",
".pytype",
".ruff_cache",
".svn",
".tox",
".venv",
".vscode",
"__pycache__",
"__pypackages__",
"_build",
"buck-out",
"build",
"dist",
"node_modules",
"site-packages",
"venv",
]
line-length = 120
indent-width = 4
target-version = "py38"
[tool.ruff.lint]
# Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`) codes by default, and isort (`I`).
select = ["E4", "E7", "E9", "F", "I"]
ignore = []
# Allow fix for all enabled rules (when `--fix`) is provided.
fixable = ["ALL"]
unfixable = []
# Allow unused variables when underscore-prefixed.
dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"
[tool.ruff.format]
# Like Black, use double quotes for strings.
quote-style = "double"
# Like Black, indent with spaces, rather than tabs.
indent-style = "space"
# Like Black, respect magic trailing commas.
skip-magic-trailing-comma = false
# Like Black, automatically detect the appropriate line ending.
line-ending = "auto"
[tool.pytest.ini_options]
testpaths = ["tests/unit"]
python_files = ["test_*.py", "bench_*.py"]
python_functions = "test_*"
python_classes = "Test*"