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pyproject.toml
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pyproject.toml
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[tool.poetry]
name = "numalogic"
version = "0.13.3"
description = "Collection of operational Machine Learning models and tools."
authors = ["Numalogic Developers"]
packages = [{ include = "numalogic" }]
readme = "README.md"
license = "Apache-2.0"
maintainers = [
"Avik Basu <[email protected]>",
"Vigith Maurice <[email protected]>",
]
classifiers = [
"Topic :: Software Development :: Libraries",
"License :: OSI Approved :: Apache Software License",
"Intended Audience :: Developers",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Programming Language :: Python :: 3.9",
"Programming Language :: Python :: 3.10",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12"
]
repository = "https://github.com/numaproj/numalogic"
documentation = "https://numalogic.numaproj.io/"
homepage = "https://numalogic.numaproj.io/"
[tool.poetry.dependencies]
python = ">=3.9, <3.13"
numpy = "^1.26"
pandas = { version = "^2.0", extras = ["performance"] }
scikit-learn = "^1.3"
omegaconf = "^2.3.0"
cachetools = "^5.3.0"
orjson = "^3.9"
pynumaflow = "~0.8"
prometheus_client = "^0.18.0"
structlog = "^24.1.0"
numalogic-prometheus = { version = "^0.8", allow-prereleases = true }
wavefront-api-client = "^2.202.2"
# extras
mlflow-skinny = { version = "^2.0", optional = true }
redis = { extras = ["hiredis"], version = "^5.0", optional = true }
boto3 = { version = "^1.24.64", optional = true }
pydruid = { version = "^0.6", optional = true }
PyMySQL = { version = "^1.1.0", optional = true }
[tool.poetry.extras]
mlflow = ["mlflow-skinny"]
redis = ["redis"]
dynamodb = ["boto3"]
druid = ["pydruid"]
rds = ["PyMySQL", "boto3"]
[tool.poetry.group.torch]
optional = true
[tool.poetry.group.torch.dependencies]
pytorch-lightning = "^2.0"
[tool.poetry.group.dev]
optional = true
[tool.poetry.group.dev.dependencies]
matplotlib = "^3.4.2"
black = "^23.0"
pytest = "^7.1"
pytest-cov = "^4.0"
torchinfo = "^1.7.2"
ruff = "~0.0.275"
pre-commit = "^3.3.1"
fakeredis = "^2.11.2"
freezegun = "^1.2.2"
pympler = "^1.0.1"
moto = "~4.1"
deepdiff = "^6.5.0"
pytest-mock = "^3.12.0"
[tool.poetry.group.jupyter]
optional = true
[tool.poetry.group.jupyter.dependencies]
jupyter = "^1.0.0"
ipykernel = "^6.15.1"
ipympl = "^0.9.1"
ipython-autotime = "^0.3.1"
[tool.black]
line-length = 100
include = '\.pyi?$'
exclude = '''
/(
\.eggs
| \.git
| \.hg
| \.mypy_cache
| \.tox
| \.venv
| \.idea
| _build
| buck-out
| build
| dist
| examples/.*/venv
| tests/.*/setup.py
)/
'''
[tool.ruff]
line-length = 100
src = ["numalogic", "tests"]
select = ["E", "F", "W", "C901", "NPY", "RUF", "TRY", "G", "PLE", "PLW", "UP", "ICN", "RET", "Q", "PLR", "D"]
ignore = ["TRY003", "TRY301", "RUF100", "D100", "D104", "PLR2004", "D102", "D401", "D107", "D205", "D105", "PLW0603", "PLR0915", "UP035"]
target-version = "py39"
show-fixes = true
show-source = true
[tool.ruff.per-file-ignores]
"tests/*" = ["D101", "D103"]
[tool.ruff.pylint]
max-args = 15
max-statements = 30
[tool.ruff.pydocstyle]
convention = "numpy"
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"