pyproject.toml

[build-system]
build-backend = "mesonpy"
requires = [
  "meson-python>=0.16.0",
  'ninja',
  # `wheel` is needed for non-isolated builds, given that `meson-python`
  # doesn't list it as a runtime requirement (at least in 0.10.0)
  # See https://github.com/FFY00/meson-python/blob/main/pyproject.toml#L4
  "wheel",
  "setuptools<=65.5",
  "packaging",
  "Cython>=3.0.10",
  "scikit-learn>=1.6.0",
  "scipy>=1.5.0",
  "numpy>=1.25; python_version>='3.9'"
]

[project]
name = "treeple"
version = "0.10.3"
description = "Modern decision trees in Python"
maintainers = [
  {name = "Neurodata", email = "adam.li@columbia.edu"}
]
documentation = "https://treeple.ai"
repository = "https://github.com/neurodata/treeple"
readme = "README.md"
requires-python = ">=3.9"
classifiers = [
  'Development Status :: 4 - Beta',
  "Intended Audience :: Science/Research",
  "Intended Audience :: Developers",
  "License :: Free for non-commercial use",
  "Programming Language :: C",
  "Programming Language :: Python",
  "Programming Language :: Python :: 3",
  'Programming Language :: Python :: 3.9',
  'Programming Language :: Python :: 3.10',
  'Programming Language :: Python :: 3.11',
  'Programming Language :: Python :: 3.12',
  "Topic :: Scientific/Engineering",
  "Operating System :: Microsoft :: Windows",
  "Operating System :: POSIX :: Linux",
  "Operating System :: POSIX",
  "Operating System :: Unix",
  "Operating System :: MacOS"
]
keywords = ['tree', 'oblique trees', 'manifold-learning', 'scikit-learn']
include = [
  {path = "meson.build", format = "sdist"}
]
dependencies = [
  'numpy>=1.25.0',
  'scipy>=1.5.0',
  'scikit-learn>=1.6.0'
]

[project.optional-dependencies]
all = [
  'treeple[build]',
  'treeple[doc]',
  'treeple[style]',
  'treeple[test]',
  'treeple[extra]'
]
build = [
  'build',
  'twine',
  'meson',
  'meson-python',
  'spin>=0.12',
  'doit',
  'scikit-learn>=1.6.0',
  'Cython>=3.0.10',
  'ninja',
  'numpy>=1.25.0',
  'rich-click',
  'pydevtool'
]
doc = [
  'memory-profiler',
  'numpydoc',
  'pooch',
  'pydata-sphinx-theme==0.14.1',
  'sphinx==7.2.6',
  'sphinx-copybutton',
  'sphinx-design',
  'sphinx-gallery',
  'sphinx-issues',
  'sphinx_autodoc_typehints',
  'sphinxcontrib-bibtex',
  'portray',
  'matplotlib',
  'ipython',
  'nbsphinx',
  'memory_profiler',
  'pandas',
  'seaborn',
  'joblib'
]
style = [
  "pre-commit",
  'black',
  'codespell',
  'isort',
  'pydocstyle',
  'pydocstyle[toml]',
  'rstcheck',
  'ruff',
  'toml-sort',
  'yamllint',
  'mypy',
  'flake8',
  'bandit',
  'toml',
  'cython-lint'
]
test = [
  'joblib',
  'pandas',
  'pytest',
  'pytest-cov',
  'memory_profiler',
  'flaky',
  'tqdm'
]
extra = [
  'bottleneck'
]

[tool.bandit]
exclude_dirs = ["treeple/tests", "treeple/**/tests/*", 'treeple/_build_utils/*', 'treeple/_lib/*']
skips = ['B404', 'B603']

[tool.black]
line-length = 100
target-version = ['py38']
include = '\.pyi?$'
extend-exclude = '''
(
      __pycache__
    | \.github
    | treeple/_lib
    | .asv
    | env
    | build-install
)
'''

[tool.codespell]
builtin = "clear,rare,informal,names,usage"
ignore-words = ".codespellignore"
skip = "doc/references.bib,treeple/_lib/"

[tool.coverage.report]
exclude_lines = ['pragma: no cover', 'if __name__ == .__main__.:']
precision = 2

[tool.coverage.run]
branch = true
cover_pylib = false
source = ['treeple']
omit = ['**/__init__.py', '**/tests/**', 'treeple/_build_utils/*', 'treeple/_lib/*']

[tool.cython-lint]
# Ignore the same error codes as flake8
# + E501 (line too long) because keeping it < 88 in cython
# often makes code less readable.
ignore = [
  # check ignored by default in flake8. Meaning unclear.
  'E24',
  # space before : (needed for how black formats slicing)
  'E203',
  # line too long
  'E501',
  # do not assign a lambda expression, use a def
  'E731',
  # do not use variables named 'l', 'O', or 'I'
  'E741',
  # line break before binary operator
  'W503',
  # line break after binary operator
  'W504'
]

[tool.isort]
profile = 'black'
multi_line_output = 3
line_length = 100
py_version = 38
extend_skip_glob = ['treeple/__init__.py', 'treeple/_lib/*', '.asv/*', 'env/*', 'build-install/*']

[tool.mypy]
ignore_missing_imports = true
no_site_packages = true
exclude = [
  'treeple/_lib/',
  'benchmarks_nonasv/'
]

[tool.pydocstyle]
convention = 'numpy'
ignore-decorators = '(copy_doc|property|.*setter|.*getter)'
match = '^(?!setup|__init__|test_|_lib).*\.py'
match-dir = '^treeple*'
add_ignore = 'D100,D104,D105,D107'

[tool.pytest.ini_options]
minversion = '6.0'
addopts = '--durations 20 --junit-xml=junit-results.xml --verbose --ignore=treeple/_lib/ -k "not slowtest"'
filterwarnings = [
  'ignore:Using sklearn tree so store_leaf_values cannot be set.*'
]

[tool.rstcheck]
ignore_directives = [
  "autoclass",
  "autofunction",
  "automodule",
  "autosummary",
  "bibliography",
  "cssclass",
  "currentmodule",
  "dropdown",
  "footbibliography",
  "glossary",
  "graphviz",
  "grid",
  "highlight",
  "minigallery",
  "rst-class",
  "tab-set",
  "tabularcolumns",
  "toctree",
  "auto_examples"
]
ignore_messages = "^.*(Unknown target name|Undefined substitution referenced)[^`]*$"
ignore_roles = [
  "attr",
  "class",
  "doc",
  "eq",
  "exc",
  "file",
  "footcite",
  "footcite:t",
  "func",
  "gh",
  "kbd",
  "meth",
  "mod",
  "newcontrib",
  "pr",
  "py:mod",
  "ref",
  "samp",
  "term",
  "doi",
  "arxiv"
]
report_level = "WARNING"
ignore = ["SEVERE/4"]

[tool.ruff]
extend-exclude = [
  'benchmarks',
  'doc',
  'validation'
]
line-length = 88

[tool.ruff.lint]
ignore = ['E731']

[tool.ruff.lint.per-file-ignores]
'__init__.py' = ['F401']

[tool.spin]
package = 'treeple'

[tool.spin.commands]
Build = [
  ".spin/cmds.py:build",
  ".spin/cmds.py:setup_submodule",
  "spin.cmds.meson.test",
  "spin.cmds.pip.install"
]
Environments = [
  'spin.cmds.meson.shell',
  'spin.cmds.meson.ipython',
  'spin.cmds.meson.python'
]
Documentation = [
  'spin.cmds.meson.docs'
]
Metrics = [
  '.spin/cmds.py:coverage',
  '.spin/cmds.py:asv'
]