pyproject.toml

[tool.poetry]
name = "klar-eda"
version = "2.0.0"
description = "A modern, AI-powered Python library for automated exploratory data analysis"
authors = ["Ashish Kshirsagar <contact.klareda@gmail.com>"]
license = "MIT"
readme = "README.md"
homepage = "https://github.com/klarEDA/klar-EDA"
repository = "https://github.com/klarEDA/klar-EDA"
documentation = "https://klareda.github.io/klar-EDA/"
keywords = ["data-analysis", "eda", "visualization", "ai", "machine-learning"]
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 :: 3.11",
    "Programming Language :: Python :: 3.12",
    "Topic :: Scientific/Engineering :: Information Analysis",
    "Topic :: Software Development :: Libraries :: Python Modules",
]
packages = [{include = "klar_eda"}]

[tool.poetry.dependencies]
python = "^3.11"
# Core data processing
polars = "^0.20.0"
pandas = "^2.2.0"
numpy = "^1.26.0"
# Visualization
plotly = "^5.18.0"
altair = "^5.2.0"
matplotlib = "^3.8.0"
seaborn = "^0.13.0"
# Web framework
fastapi = "^0.109.0"
uvicorn = {extras = ["standard"], version = "^0.27.0"}
# Data validation and serialization
pydantic = "^2.5.0"
pydantic-settings = "^2.1.0"
# Database
sqlalchemy = "^2.0.0"
alembic = "^1.13.0"
asyncpg = "^0.29.0"
# Async and task processing
redis = "^5.0.0"
celery = "^5.3.0"
# AI/ML
openai = "^1.12.0"
scikit-learn = "^1.4.0"
# Utilities
typer = "^0.9.0"
rich = "^13.7.0"
httpx = "^0.26.0"
python-multipart = "^0.0.6"
# File processing
openpyxl = "^3.1.0"
pyarrow = "^15.0.0"

[tool.poetry.group.dev.dependencies]
# Testing
pytest = "^8.0.0"
pytest-asyncio = "^0.23.0"
pytest-cov = "^4.0.0"
pytest-mock = "^3.12.0"
# Code quality
black = "^24.0.0"
ruff = "^0.2.0"
mypy = "^1.8.0"
pre-commit = "^3.6.0"
# Documentation
mkdocs = "^1.5.0"
mkdocs-material = "^9.5.0"
mkdocstrings = {extras = ["python"], version = "^0.24.0"}
# Development tools
ipython = "^8.21.0"
jupyter = "^1.0.0"

[tool.poetry.group.test.dependencies]
# Additional testing dependencies
factory-boy = "^3.3.0"
faker = "^22.0.0"
respx = "^0.20.0"

[tool.poetry.scripts]
klar-eda = "klar_eda.cli:app"

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"

# Tool configurations
[tool.black]
line-length = 88
target-version = ['py311']
include = '\.pyi?$'
extend-exclude = '''
/(
  # directories
  \.eggs
  | \.git
  | \.hg
  | \.mypy_cache
  | \.tox
  | \.venv
  | build
  | dist
)/
'''

[tool.ruff]
target-version = "py311"
line-length = 88
select = [
    "E",  # pycodestyle errors
    "W",  # pycodestyle warnings
    "F",  # pyflakes
    "I",  # isort
    "B",  # flake8-bugbear
    "C4", # flake8-comprehensions
    "UP", # pyupgrade
]
ignore = [
    "E501",  # line too long, handled by black
    "B008",  # do not perform function calls in argument defaults
    "C901",  # too complex
]

[tool.ruff.per-file-ignores]
"__init__.py" = ["F401"]

[tool.mypy]
python_version = "3.11"
check_untyped_defs = true
disallow_any_generics = true
disallow_incomplete_defs = true
disallow_untyped_defs = true
no_implicit_optional = true
warn_redundant_casts = true
warn_unused_ignores = true
warn_return_any = true
strict_equality = true

[[tool.mypy.overrides]]
module = [
    "plotly.*",
    "altair.*",
    "polars.*",
    "celery.*",
]
ignore_missing_imports = true

[tool.pytest.ini_options]
minversion = "6.0"
addopts = "-ra -q --strict-markers --strict-config"
testpaths = ["tests"]
filterwarnings = [
    "error",
    "ignore::UserWarning",
    "ignore::DeprecationWarning",
]
markers = [
    "slow: marks tests as slow (deselect with '-m \"not slow\"')",
    "integration: marks tests as integration tests",
    "unit: marks tests as unit tests",
]

[tool.coverage.run]
source = ["klar_eda"]
omit = [
    "*/tests/*",
    "*/venv/*",
    "*/.venv/*",
]

[tool.coverage.report]
exclude_lines = [
    "pragma: no cover",
    "def __repr__",
    "if self.debug:",
    "if settings.DEBUG",
    "raise AssertionError",
    "raise NotImplementedError",
    "if 0:",
    "if __name__ == .__main__.:",
    "class .*\\bProtocol\\):",
    "@(abc\\.)?abstractmethod",
]

[tool.bandit]
exclude_dirs = ["tests"]
skips = ["B101", "B601"]