pyproject.toml

[project]
name = "econml"
requires-python = ">=3.8"
authors = [{ name = "PyWhy contributors" }]
description = "This package contains several methods for calculating Conditional Average Treatment Effects"
readme = "README.md"
keywords = ["treatment-effect"]
license = { text = "MIT" }
dynamic = ["version"]

classifiers = [
    "Programming Language :: Python :: 3.8",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Programming Language :: Python :: 3.12",
    "License :: OSI Approved :: MIT License",
    "Operating System :: MacOS",
    "Operating System :: Microsoft :: Windows",
    "Operating System :: POSIX :: Linux"
]
dependencies = [
    "numpy<2",
    "scipy > 1.4.0",
    "scikit-learn >= 1.0, < 1.6",
    "sparse",
    "joblib >= 0.13.0",
    "statsmodels >= 0.10",
    "pandas > 1.0",
    "shap >= 0.38.1, < 0.44.0",
    "lightgbm",
    "packaging"
]

[project.urls]
"Homepage" = "https://github.com/py-why/EconML"
"Bug Tracker" = "https://github.com/py-why/EconML/Issues"
"Source Code" = "https://github.com/py-why/EconML" 
"Documentation" = "https://econml.azurewebsites.net/"

[project.optional-dependencies]
automl = [
    # Disabled due to incompatibility with scikit-learn
    # azureml-sdk[explain,automl] == 1.0.83
    "azure-cli"
]
tf = [
    # This extra is not currently compatible with python 3.9 or above because of tensorflow breaking changes
    "keras < 2.4; python_version < '3.9'",
    "tensorflow > 1.10, < 2.3; python_version < '3.9'",
    # Version capped due to tensorflow incompatibility
    "protobuf < 4; python_version < '3.9'",
    # Version capped due to tensorflow incompatibility
    "numpy < 1.24; python_version < '3.9'"
]
plt = [
    "graphviz",
    "matplotlib"
]
dowhy = [
    # when updating this, also update the version check in dowhy.py
    "dowhy < 0.13; python_version > '3.8'",
    # Version capped due to scipy incompatibility - can't import dowhy 0.11.1 with scipy 1.4.1
    "dowhy < 0.11; python_version <= '3.8'"
]
ray = [
    "ray > 2.2.0"
]
all = [
    # Disabled due to incompatibility with scikit-learn
    # azureml-sdk[explain,automl] == 1.0.83
    "azure-cli",
    # This extra is not currently compatible with python 3.9 or above because of tensorflow breaking changes
    "keras < 2.4; python_version < '3.9'",
    "tensorflow > 1.10, < 2.3; python_version < '3.9'",
    # Version capped due to tensorflow incompatibility
    "protobuf < 4; python_version < '3.9'",
    # Version capped due to tensorflow incompatibility
    "numpy < 1.24; python_version < '3.9'",
    "graphviz",
    "matplotlib",    
    "dowhy < 0.13; python_version > '3.8'",
    # Version capped due to scipy incompatibility - can't import dowhy 0.11.1 with scipy 1.4.1
    "dowhy < 0.11; python_version <= '3.8'",
    "ray > 2.2.0"
]

[build-system]
requires = [
    "setuptools",
    "wheel",
    "oldest-supported-numpy",
    "scipy",
    "cython<3" # Our native code has several incompatibilities with Cython 3
]
build-backend = "setuptools.build_meta"

[tool.setuptools.packages.find]
include = ["econml", "econml.*"]
exclude = ["econml.tests"]

[tool.setuptools.package-data]
# include all CSV files as data
"*" = ["*.csv", "*.jbl"]

[tool.pytest.ini_options]
testpaths = ["econml/tests"]
addopts = "--junitxml=junit/test-results.xml -n auto --strict-markers --cov-config=pyproject.toml --cov --import-mode=importlib"
markers = [    
    "slow",
    "notebook",
    "automl",
    "dml",
    "serial",
    "cate_api",
    "treatment_featurization",
    "ray"
]

[tool.coverage.run]
branch = true
# need to explicitly add support for multiprocessing for OrthoForest
concurrency = [
    "thread",
    "multiprocessing"
]
source = ["econml"]
omit = ["econml/tests/*"]
relative_files = true

[tool.coverage.report]
exclude_lines = [
    "raise NotImplementedError\\(\"(Abstract method|Defer to inference)\"\\)"
]

[tool.ruff]
line-length = 120
extend-include = ["*.ipynb"]
extend-exclude = ["prototypes", "monte_carlo_tests"]

[tool.ruff.format]
docstring-code-format = true
quote-style = "preserve"

[tool.ruff.lint]
ignore = [
    "D100", # Missing docstring in public module
    "D101", # Missing docstring in public class
    "D102", # Missing docstring in public method
    "D103", # Missing docstring in public function
    "D104", # Missing docstring in public package
    "D105", # Missing docstring in magic method
    "D301", # Use r""" if any backslashes in a docstring,
    "SIM108", # Use ternary instead of if-else (looks ugly for some of our long expressions)
    "SIM300", # Yoda condition detected (these are often easier to understand in array expressions) 
]
select = [
    "D", # Docstring
    "W", # Pycodestyle warnings
    "E", # All Pycodestyle erros, not just the default ones
    "F", # All pyflakes rules
    "SIM", # Simplifification 
]
extend-per-file-ignores = { "econml/tests" = ["D"] } # ignore docstring rules for tests

[tool.ruff.lint.pydocstyle]
convention = "numpy"