pyproject.toml

[build-system]
requires = ["setuptools", "setuptools-scm"]
build-backend = "setuptools.build_meta"

[project]
name = "inseq"
version = "0.7.0.dev0"
description = "Interpretability for Sequence Generation Models 🔍"
readme = "README.md"
requires-python = ">=3.9"
license = {file = "LICENSE"}
keywords = ["generative AI", "transformers", "natural language processing", "XAI", "explainable ai", "interpretability", "feature attribution", "machine translation"]
authors = [
  {name = "The Inseq Team"},
  {email = "info@inseq.org"}
]
maintainers = [
  {name = "Gabriele Sarti"},
  {email = "gabriele.sarti996@gmail.com"}
]
# Pypi classifiers: https://pypi.org/classifiers/
classifiers = [
  "Development Status :: 3 - Alpha",
  "Environment :: Console",
  "Environment :: GPU",
  "Environment :: GPU :: NVIDIA CUDA",
  "Framework :: Jupyter",
  "Intended Audience :: Developers",
  "Intended Audience :: Science/Research",
  "License :: OSI Approved :: Apache Software License",
  "Operating System :: OS Independent",
  "Programming Language :: Python",
  "Programming Language :: Python :: 3",
  "Programming Language :: Python :: 3.9",
  "Programming Language :: Python :: 3.10",
  "Programming Language :: Python :: 3.11",
  "Topic :: Scientific/Engineering :: Artificial Intelligence",
  "Topic :: Scientific/Engineering :: Visualization",
  "Typing :: Typed"
]
dependencies = [
  "rich>=10.13.0",
  "transformers[sentencepiece,tokenizers]>=4.22.0",
  "protobuf>=3.20.1",
  "captum>=0.7.0",
  "numpy>=1.21.6",
  "jaxtyping>=0.2.25",
  "typeguard<=2.13.3",
  "torch>=2.1.1",
  "matplotlib>=3.5.3",
  "tqdm>=4.64.0",
  "nvidia-cublas-cu11>=11.10.3.66; sys_platform=='Linux'",
  "nvidia-cuda-cupti-cu11>=11.7.101; sys_platform=='Linux'",
  "nvidia-cuda-nvrtc-cu11>=11.7.99; sys_platform=='Linux'",
  "nvidia-cuda-runtime-cu11>=11.7.99; sys_platform=='Linux'",
  "nvidia-cudnn-cu11>=8.5.0.96; sys_platform=='Linux'",
  "nvidia-cufft-cu11>=10.9.0.58; sys_platform=='Linux'",
  "nvidia-curand-cu11>=10.2.10.91; sys_platform=='Linux'",
  "nvidia-cusolver-cu11>=11.4.0.1; sys_platform=='Linux'",
  "nvidia-cusparse-cu11>=11.7.4.91; sys_platform=='Linux'",
  "nvidia-nccl-cu11>=2.14.3; sys_platform=='Linux'",
  "nvidia-nvtx-cu11>=11.7.91; sys_platform=='Linux'",
]

[project.optional-dependencies]
docs = [
  "sphinx>=5.3.0",
  "sphinxemoji>=0.2.0",
  "sphinxext-opengraph>=0.4.2",
  "sphinx-copybutton>=0.4.0",
  "sphinx-gitstamp>=0.3.2",
  "sphinx-design>=0.4.1",
  "furo>=2022.12.7"
]
lint = [
  "bandit>=1.7.4",
  "safety>=3.1.0",
  "pydoclint>=0.4.0",
  "pre-commit>=2.19.0",
  "pytest>=7.2.0",
  "pytest-cov>=4.0.0",
  "pytest-xdist>=3.5.0",
  "ruff>=0.2.0"
]
sklearn = [
  "scikit-learn>=1.4.0",
  "joblib>=1.3.2"
]
datasets = [
  "datasets>=2.17.0"
]
notebook = [
  "ipykernel>=6.29.2",
  "ipywidgets>=8.1.2"
]
nltk = [
  "nltk>=3.8.1",
]

[project.urls]
homepage = "https://github.com/inseq-team/inseq"
documentation = "https://inseq.org"
repository = "https://github.com/inseq-team/inseq"
changelog = "https://github.com/inseq-team/inseq/blob/main/CHANGELOG.md"

[project.scripts]
"inseq" = "inseq.commands.cli:main"


[tool.mypy]
# https://mypy.readthedocs.io/en/latest/config_file.html#using-a-pyproject-toml-file
python_version = "3.9"
strict = true


[tool.pytest.ini_options]
# https://docs.pytest.org/en/6.2.x/customize.html#pyproject-toml
# Directories that are not visited by pytest collector:
testpaths = "tests"
python_files = "test_*.py"
norecursedirs =["hooks", "*.egg", ".eggs", "dist", "build", "docs", ".tox", ".git", "__pycache__"]
doctest_optionflags = ["NUMBER", "NORMALIZE_WHITESPACE", "IGNORE_EXCEPTION_DETAIL"]
markers = [
  "slow",
  "require_cuda_gpu"
]
addopts = [
  "--strict-markers",
  "--tb=short",
  "--doctest-modules",
  "--doctest-continue-on-failure",
  "--disable-pytest-warnings",
  "--color=yes"
]


[tool.coverage.run]
parallel = true
source = [
    "inseq",
]
omit = [
    "*/__main__.py",
]

[tool.coverage.report]
exclude_lines = [
  "pragma: no-cover",
  "pass",
  "raise",
  "except",
  "raise NotImplementedError",
]


[tool.bandit]
targets = ["inseq"]
skips = ["B301"]


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


[tool.ruff]
target-version = "py39"
exclude = [
  ".git",
  ".vscode",
  ".github",
  "__pycache__",
  "docs/source/conf.py",
  "old",
  "build",
  "htmlcov",
  "dev_examples",
  "dist",
  ".tox",
  "temp",
  "*.egg",
  "venv",
  ".venv",
]
fix = true
line-length = 119
src = ["inseq", "examples", "tests"]
extend-include = ["*.ipynb"]

[tool.ruff.lint]
external = [
  "DOC",  # pydoclint
]
ignore = [
  "B006", # mutable default argument
  "C901", # function too complex
  "E501", # line too long (handled by format)
  "E731", # do not assign a lambda expression, use a def
  "E741", # ambiguous variable name
  "F722", # syntax error in forward annotation (as used by jaxtyping)
  "F821", # undefined name
  "PLR2004", # unnamed numerical constants used
  "PLR0913", # too many arguments
  "PLR0915", # too many statements
  "W191", # indentation contains tabs (handled by format)
]
select = [
  "E", # pycodestyle errors
  "F", # pyflakes
  "W", # pycodestyle warnings
  "C", # flake8-comprehensions
  #"D", # flake8-docstrings
  "B", # flake8-bugbear
  "I", # isort
  "UP", # flake8-pyupgrade
  "PLC", # flake8-pylint
  "PLE", # flake8-pylint
  "PLR", # flake8-pylint
  "PLW", # flake8-pylint
]
per-file-ignores = { "__init__.py" = ["F401"], "**/examples/*" = ["B018", "E402"] }
isort = { known-first-party = ["inseq"], order-by-type = true}
pylint = { max-branches = 22 }
pyupgrade = { keep-runtime-typing = true }
pydocstyle = { convention = "google" }


[tool.pydoclint]
style = 'google'
exclude = '\.git|\.tox|tests/data|some_script\.py'
require-return-section-when-returning-nothing = true