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pyproject.toml
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[build-system]
requires = ["setuptools>=61", "wheel", "toml", "build"]
build-backend = "setuptools.build_meta"
[project]
name = "tsml-eval"
version = "0.5.0"
description = "A package for benchmarking time series machine learning tools."
authors = [
{name = "Matthew Middlehurst", email = "[email protected]"},
{name = "Tony Bagnall", email = "[email protected]"},
]
maintainers = [
{name = "Matthew Middlehurst", email = "[email protected]"},
{name = "Tony Bagnall", email = "[email protected]"},
]
readme = "README.md"
keywords = [
"data-science",
"machine-learning",
"time-series",
"time-series-classification",
"time-series-regression",
"time-series-clustering",
"evaluation",
"benchmarking",
]
classifiers = [
"Intended Audience :: Science/Research",
"License :: OSI Approved :: BSD License",
"Topic :: Scientific/Engineering",
"Operating System :: Microsoft :: Windows",
"Operating System :: POSIX",
"Operating System :: Unix",
"Operating System :: MacOS",
"Programming Language :: Python",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
]
requires-python = ">=3.9,<3.13"
dependencies = [
"aeon>=1.0.0,<1.1.0",
"tsml>=0.6.1,<0.7.0",
"scikit-learn>=1.0.0,<1.7.0",
"matplotlib",
"seaborn",
"gpustat",
"psutil",
]
[project.optional-dependencies]
all_extras = [
"aeon[all_extras]",
"tsml[all_extras]",
"xgboost",
# temp
"esig>=0.9.7,<1.0.0; platform_system != 'Darwin' and python_version < '3.11'",
]
unstable_extras = [
"aeon[unstable_extras]",
"tsml[unstable_extras]",
]
deep_learning = [
"aeon[dl]",
]
dev = [
"pre-commit",
"pytest",
"pytest-randomly",
"pytest-timeout",
"pytest-xdist[psutil]",
"pytest-cov",
"pytest-rerunfailures",
]
binder = [
"notebook",
"jupyterlab",
]
docs = [
"sphinx<8.2.0",
"sphinx-design",
"sphinx-version-warning",
"sphinx_issues",
"sphinx-copybutton",
"sphinx-remove-toctrees",
"sphinxext-opengraph",
"nbsphinx",
"numpydoc",
"myst-parser",
"jupyter",
"furo",
]
[project.urls]
homepage = "https://www.timeseriesclassification.com/"
repository = "https://github.com/time-series-machine-learning/tsml-eval/"
[project.license]
file = "LICENSE"
[tool.setuptools.packages.find]
include = ["tsml_eval"]
[tool.check-manifest]
ignore = [
# Ignore virtual environments in local builds
".venv/**",
"venv/**",
# Ignore local files
"local/**",
"examples/generated_results/**",
# Ignore the publications symlinks and its contents
"tsml_eval/publications/2023",
"tsml_eval/publications/2023/**",
# Ignore the docs symlinks and its contents
"docs/examples",
"docs/examples/**",
"docs/publications",
"docs/publications/**",
]
[tool.ruff]
extend-exclude = [
"tsml_eval/_wip/*",
]
[tool.ruff.lint]
select = ["D"]
[tool.ruff.lint.pydocstyle]
convention = "numpy"
[tool.flake8]
exclude = [
"tsml_eval/_wip/*",
]
per-file-ignores = [
"tsml_eval/experiments/classification_experiments.py:E402,T201",
"tsml_eval/experiments/threaded_classification_experiments.py:T201",
"tsml_eval/experiments/regression_experiments.py:E402,T201",
"tsml_eval/experiments/threaded_regression_experiments.py:T201",
"tsml_eval/experiments/clustering_experiments.py:E402,T201",
"tsml_eval/experiments/threaded_clustering_experiments.py:T201",
"tsml_eval/experiments/forecasting_experiments.py:E402,T201",
"tsml_eval/experiments/threaded_forecasting_experiments.py:T201",
"tsml_eval/publications/*:E402,T201",
]
[tool.mypy]
mypy_path = "tsml_eval/"
ignore_missing_imports = true
follow_imports = "silent"
exclude = [
"_wip/",
# Ignore the publications symlinks and its contents
"tsml_eval/publications/2023",
]
[tool.pytest.ini_options]
testpaths = "tsml_eval"
addopts = '''
--ignore tsml_eval/_wip
--ignore tsml_eval/publications/2023
--doctest-modules
--durations 20
--timeout 600
--showlocals
--dist worksteal
--reruns 2
--only-rerun "crashed while running"
--meminterval 0.1
'''