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pyproject.toml
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116 lines (105 loc) · 2.96 KB
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[build-system]
requires = ["hatchling>=1.21.0"]
build-backend = "hatchling.build"
[project]
name = "puredatalib"
version = "0.2.0"
description = "Automatic data cleaning and silent incompatibility detection for Python"
readme = "README.md"
license = { text = "MIT" }
requires-python = ">=3.9"
authors = [{ name = "Vignesh", email = "[email protected]" }]
keywords = [
"data cleaning",
"data validation",
"data quality",
"machine learning",
"pandas",
"outlier detection",
"data drift",
"data contracts",
]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Operating System :: OS Independent",
"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 :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules",
"Typing :: Typed",
]
dependencies = [
"pandas>=1.5.0",
"numpy>=1.23.0",
"scipy>=1.9.0",
"scikit-learn>=1.1.0",
"typer>=0.9.0",
"rich>=13.0.0",
"jinja2>=3.1.0",
"python-dateutil>=2.8.0",
"chardet>=5.0.0",
"rapidfuzz>=3.0.0",
"joblib>=1.2.0",
]
[project.optional-dependencies]
polars = ["polars>=0.19.0"]
mlflow = ["mlflow>=2.0.0"]
wandb = ["wandb>=0.15.0"]
dvc = ["dvc>=3.0.0"]
all = [
"polars>=0.19.0",
"mlflow>=2.0.0",
"wandb>=0.15.0",
"dvc>=3.0.0",
]
dev = [
"pytest>=7.4.0",
"pytest-cov>=4.1.0",
"pytest-asyncio>=0.21.0",
"hypothesis>=6.82.0",
"black>=23.0.0",
"ruff>=0.1.0",
"mypy>=1.5.0",
"pandas-stubs>=2.0.0",
"mkdocs>=1.5.0",
"mkdocs-material>=9.0.0",
"mkdocstrings[python]>=0.23.0",
]
[project.urls]
Homepage = "https://vignesh2027.github.io/puredata"
Documentation = "https://github.com/vignesh2027/puredata.py#readme"
Repository = "https://github.com/vignesh2027/puredata.py.git"
"Bug Tracker" = "https://github.com/vignesh2027/puredata.py/issues"
Changelog = "https://github.com/vignesh2027/puredata.py/blob/main/CHANGELOG.md"
[project.scripts]
puredata = "puredata.cli:app"
[tool.hatch.build.targets.wheel]
packages = ["puredata"]
[tool.hatch.build.targets.sdist]
include = ["/puredata", "/tests", "README.md", "CHANGELOG.md"]
[tool.pytest.ini_options]
testpaths = ["tests"]
asyncio_mode = "auto"
addopts = "--cov=puredata --cov-report=term-missing --cov-report=html --cov-fail-under=90"
[tool.coverage.run]
source = ["puredata"]
omit = ["tests/*", "puredata/integrations/*"]
[tool.black]
line-length = 100
target-version = ["py39"]
[tool.ruff]
line-length = 100
target-version = "py39"
select = ["E", "F", "UP", "B", "SIM", "I"]
ignore = ["E501"]
[tool.mypy]
python_version = "3.9"
warn_return_any = true
warn_unused_configs = true
ignore_missing_imports = true