pyproject.toml

[build-system]
requires = [
    "setuptools >= 61.0",
    "wheel",
    "setuptools-scm[toml]>=6.0"
   ]
build-backend = "setuptools.build_meta"

[tool.setuptools]
packages = ["tubular"]

[tool.setuptools_scm]
# can be empty if no extra settings are needed, presence enables setuptools_scm

[project]
name = "tubular"
dynamic = ["version"]
dependencies = [
    "pandas>=1.5.0",
    "scikit-learn>=1.2.0",
    "narwhals >= 1.21.1",
    "polars >= 1.9.0",
    "beartype >= 0.19.0",
]
requires-python = ">=3.9"
authors = [{ name = "LV GI Data Science Team", email="#DataSciencePackages@lv.co.uk"}]
description = "Package to perform pre processing steps for machine learning models"
readme = {file = "README.md", content-type = "text/markdown"}
license = {file = "LICENSE"}
keywords = ["data science", "feature engineering", "data transforms", "pipeline", "sklearn", "machine learning", "ML", "DS"]
classifiers=[
    "Programming Language :: Python",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Operating System :: OS Independent",
    "License :: OSI Approved :: BSD License",
]

[project.optional-dependencies]
dev = [
    "test-aide>=0.1.0",
    "pytest>=5.4.1",
    "pytest-mock>=3.5.1",
    "pyarrow>=17.0.0",
    "pytest-cov>=2.10.1",
    "pre-commit==2.15.0",
    "ruff==0.2.2",
    ]

[project.urls]
Documentation = "https://tubular.readthedocs.io/en/latest/index.html"
Repository = "https://github.com/lvgig/tubular"
Issues = "https://github.com/lvgig/tubular/issues"
Changelog = "https://github.com/lvgig/tubular/CHANGELOG.md"

[tool.ruff]
# Same as Black.
line-length = 88

# Assume Python 3.9.
target-version = "py39"

[tool.ruff.lint]
# Enable the pycodestyle (`E`) and Pyflakes (`F`) rules by default.
# Unlike Flake8, Ruff doesn't enable pycodestyle warnings (`W`) or
# McCabe complexity (`C901`) by default.
select = [
    "A",
    "ANN",
    "ASYNC",
    "B", # bugbear 
    "C4",
    "COM",
    "DTZ",
    "E", # pycodestyle
    "EM",
    "F", # Pyflakes
    "FA",
    "FLY",
    "I",
    "INT",
    "ISC",
    "NPY",
    "PD",
    "PERF",
    "PGH",
    "PIE",
    "PLC",
    "PLE",
    "PLW",
    "PYI",
    "Q",
    "RET",
    "RSE",
    "S", # Bandit
    "SIM",
    "SLOT",
    "T10",
    "TCH",
    "TID",
    "UP",
    "W", # pycodestyle warnings
    "YTT",
]

# Enabled to allow direct type comparisons using is and is not under E721 (see https://docs.astral.sh/ruff/rules/type-comparison/)
preview = true

ignore = [
    "E501", # ignore E501 - linelength limit (covered by black except in docstrings) 
    "PD901", # and PD901 - use of df variable name
    "ANN101",
    "B905", # the below two rules seem to make changes that error for python3.9
    "UP038", 
    ]

# Allow autofix for all enabled rules (when `--fix`) is provided.
fixable = ["ALL"]
unfixable = []

# Exclude a variety of commonly ignored directories.
exclude = [".git", "__pycache__", "build", "dist", "source"]

# Allow unused variables when underscore-prefixed.
dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"

# Ignore `E402` (import violations) in all `__init__.py` file.
[tool.ruff.lint.per-file-ignores]
"__init__.py" = ["E402", "F401"]
"tests/*" = ["ANN", "S101"]

[tool.ruff.lint.pyupgrade]
keep-runtime-typing=true

[tool.coverage.run]
branch = true

include = ["tubular/*"]

omit = [
      "tests/*",
]

[tool.coverage.report]

show_missing = true

fail_under = 80