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114 lines (102 loc) · 2.54 KB
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[project]
name = "ThreeWToolkit"
version = "3.2.1"
description = "A modular and open-source AI toolkit for time-series processing, aimed at fault detection and classification in oil well operation"
readme = { file = "toolkit/ThreeWToolkit/README.md", content-type = "text/markdown" }
license = { text = "Apache-2.0" }
authors = [
{ name = "Ricardo Emanuel Vaz Vargas", email = "ricardo.vargas@petrobras.com.br" },
]
requires-python = ">=3.10"
keywords = [
"machine-learning",
"time-series",
"fault-detection",
"oil-wells",
"classification",
"petroleum",
"data-science",
"artificial-intelligence",
]
dependencies = [
"numpy>=1.26.4",
"scipy>=1.15.2",
"pandas>=2.2.3",
"scikit-learn>=1.6.1",
"matplotlib>=3.10.1",
"seaborn>=0.13.2",
"plotly>=6.0.0",
"imbalanced-learn>=0.13.0",
"ipykernel>=6.29.5",
"ipywidgets==8.1.7",
"jupyter-client==8.6.3",
"jupyter-core==5.8.1",
"tornado>=6.5.5,<7",
"Pillow>=11.0.0",
"scikit-image>=0.25.2",
"torch>=2.7.0",
"torchvision>=0.22.0",
"torchmetrics>=1.6.2",
"timm>=1.0.15",
"tqdm>=4.67.1",
"pydantic>=2.11",
"PyWavelets>=1.8.0",
"pyarrow>=20.0.0",
"pylatex>=1.4.2",
"statsmodels>=0.14.5",
"requests>=2.31,<3",
"black[jupyter]==26.5.0",
"nbconvert",
"nbformat",
"dtaidistance>=2.3",
"joblib>=1.0",
]
[project.urls]
Homepage = "https://github.com/petrobras/3W"
Repository = "https://github.com/petrobras/3W"
Documentation = "https://github.com/petrobras/3W"
"Bug Tracker" = "https://github.com/petrobras/3W/issues"
"Source Code" = "https://github.com/petrobras/3W"
Changelog = "https://github.com/petrobras/3W/releases"
[project.optional-dependencies]
dev = [
"mypy>=1.19.1",
"black==26.5.0",
"ruff>=0.14.13",
"pytest>=9.0.2",
"pytest-cov>=7.0.0",
"jupyter",
"uv",
"types-requests>=2.32.4.20250611",
"coverage>=7.8.1",
"pytest-mock>=3.14.1",
]
docs = [
"mkdocs",
"mkdocstrings[python]",
"sphinx",
]
[tool.setuptools.packages.find]
where = ["toolkit"]
[tool.setuptools.exclude-package-data]
"*" = ["dataset/*"]
[build-system]
requires = ["setuptools>=61.0", "wheel"]
build-backend = "setuptools.build_meta"
[tool.coverage.run]
source = ["toolkit/"]
branch = true
omit = ["*/__init__.py"]
[tool.coverage.report]
show_missing = true
[tool.ruff]
line-length = 88
[tool.ruff.format]
quote-style = "double"
[tool.black]
line-length = 88
target-version = ["py310"]
[tool.mypy]
python_version = "3.10"
mypy_path = "toolkit/"
ignore_missing_imports = true