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pyproject.toml
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[build-system]
requires = ["setuptools", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "functime"
version = "0.4.4"
description = "The easiest way to run and scale time-series machine learning in the Cloud."
readme = "README.md"
requires-python = ">=3.8"
authors = [
{ name = "functime Team", email = "[email protected]" },
{ name = "Chris Lo", email = "[email protected]" },
{ name = "Daryl Lim", email = "[email protected]" },
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Science/Research",
"Intended Audience :: Developers",
"Topic :: Software Development :: Libraries :: Python Modules",
"Topic :: Scientific/Engineering",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
]
dependencies = [
"bottleneck",
"catboost",
"dask",
"flaml[automl]==1.2.4",
"holidays",
"joblib",
"kaleido==0.2.1",
"lightgbm",
"numpy",
"pandas",
"plotly",
"polars==0.18.11",
"pyarrow",
"pylance",
"pynndescent==0.5.8",
"rich>=12.0.0",
"scikit-learn==1.2.2",
"scipy",
"tqdm",
"typing-extensions",
"xgboost",
"zarr",
"requests"
]
[project.urls]
Homepage = "https://github.com/descendant-ai/functime"
[project.optional-dependencies]
performance = ["scikit-learn-intelex"]
test = [
"coverage[toml]",
"fastapi",
"mlforecast==0.8.1",
"pytest-benchmark",
"pytest-memray",
"pytest-timeout",
"pytest",
# "skforecast",
# "u8darts==0.24.0",
]
doc = ["mkdocs", "mkdocs-material", "mkdocstrings-python"]
[tool.setuptools.packages.find]
include = ["functime", "functime.*"]
[tool.isort]
profile = "black"
multi_line_output = 3
[tool.pytest.ini_options]
addopts = ["--strict-config", "--strict-markers"]
markers = [
"slow: marks tests as slow (deselect with '-m \"not slow\"')",
"benchmark: marks tests as part of benchmarking",
"multivariate: marks multivariate forecast test",
]
xfail_strict = true
[tool.coverage.run]
parallel = true
source = ["tests", "functime"]
context = '${CONTEXT}'
[tool.ruff]
select = [
"E", # pycodestyle errors
"W", # pycodestyle warnings
"F", # pyflakes
"I", # isort
"B", # flake8-bugbear
]
ignore = [
"E501", # line too long, handled by black
"B008", # do not perform function calls in argument defaults
"B905", # `zip()` without an explicit `strict=` parameter
]