pyproject.toml

[project]
name = "ml3-drift"
description = "Easy-to-embed drift detectors"
authors = [{ name = "ML cube", email = "giovanni.giacometti@mlcube.com" }]
requires-python = ">=3.10, <3.14"
dynamic = ["version"]
license = { text = "Apache-2.0" }
readme = "README.md"

dependencies = [
    "scipy>=1.15.3",
]

# -------------------------------------------------
# Extra dependencies. This package is designed to be
# used with different libraries, which means that our code
# should work only when not all extras are installed.
# Remember to update the list of extras
# in the validation CICD to ensure tests are run
# for your new extra
[project.optional-dependencies]

sklearn = ["scikit-learn>=1.6.1"]

huggingface = ["transformers[torch]>=4.52.3"]

polars = ["polars>=1.31.0"]

pandas = ["pandas>=2.2.3"]

river = ["river>=0.22.0"]


# -------------------------------------------------

[dependency-groups]
dev = [
    "ipykernel>=6.29.5",
    "mypy>=1.15.0",
    "pre-commit>=4.1.0",
    "pytest>=8.3.4",
    "pytest-xdist>=3.6.1",
    "ruff>=0.9.5",
    # for image support in tests
    "pillow>=11.2.1",
]

docs = [
    "mkdocs-minify-plugin>=0.7.1",
    "mkdocs-glightbox>=0.3.4",
    "mkdocs-table-reader-plugin>=2.0.1",
    "mkdocs-macros-plugin",
    "mkdocs>=1.5.0",
    "mkdocs-material>=9.5.0",
    "mkdocs-material-extensions>=1.1",
    "pygments>=2.14",
    "pymdown-extensions>=9.9.1",
    "jinja2>=3.0",
    "markdown>=3.2",
    "openpyxl",
]

# -------------------------------------------------

# Default groups for uv
[tool.uv]
default-groups = ["dev"]

# -------------------------------------------------

[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[tool.hatch.version]
path = "src/ml3_drift/__init__.py"


# Set pytest folder
[tool.pytest.ini_options]
testpaths = ["tests"]