pyproject.toml

[tool.poetry]
package-mode = false
name = "tele-churn"
version = "0.1.0"
description = "Churn analysis for a telecom operator"
authors = ["Ivan Rublev <work@ivanrublev.me>"]
license = "MIT"
readme = "README.md"

[tool.poetry.dependencies]
python = "^3.11,<3.12"
toml = "^0.10.2"
streamlit = "^1.32.2"
plotly = "^5.20.0"
scikit-learn = "^1.4.1.post1"
pandas = "^2.2.1"
numpy = "^1.26.4"
seaborn = "^0.13.2"
matplotlib = "^3.8.4"
xgboost = "^2.0.3"
lightgbm = "^4.3.0"
catboost = "^1.2.3"
imblearn = "^0.0"


[tool.poetry.group.dev.dependencies]
pytest = "^8.1.1"
pytest-watch = "^4.2.0"
ruff = "^0.3.2"

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

[tool.ruff]
# Exclude a variety of commonly ignored directories.
exclude = [
    ".bzr",
    ".direnv",
    ".eggs",
    ".git",
    ".git-rewrite",
    ".hg",
    ".ipynb_checkpoints",
    ".mypy_cache",
    ".nox",
    ".pants.d",
    ".pyenv",
    ".pytest_cache",
    ".pytype",
    ".ruff_cache",
    ".svn",
    ".tox",
    ".venv",
    ".vscode",
    "__pypackages__",
    "_build",
    "buck-out",
    "build",
    "dist",
    "node_modules",
    "site-packages",
    "venv",
]

# Same as Black.
line-length = 120
indent-width = 4

# Assume Python 3.11
target-version = "py311"

[tool.ruff.lint]
# Enable Pyflakes (`F`) and a subset of the pycodestyle (`E`)  codes by default.
# Unlike Flake8, Ruff doesn't enable pycodestyle warnings (`W`) or
# McCabe complexity (`C901`) by default.
select = ["E", "F"]
ignore = []

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

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

[tool.ruff.format]
# Like Black, use double quotes for strings.
quote-style = "double"

# Like Black, indent with spaces, rather than tabs.
indent-style = "space"

# Like Black, respect magic trailing commas.
skip-magic-trailing-comma = false

# Like Black, automatically detect the appropriate line ending.
line-ending = "auto"

# Enable auto-formatting of code examples in docstrings. Markdown,
# reStructuredText code/literal blocks and doctests are all supported.
#
# This is currently disabled by default, but it is planned for this
# to be opt-out in the future.
docstring-code-format = false

# Set the line length limit used when formatting code snippets in
# docstrings.
#
# This only has an effect when the `docstring-code-format` setting is
# enabled.
docstring-code-line-length = "dynamic"