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pyproject.toml
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73 lines (66 loc) · 1.97 KB
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[build-system]
requires = ["setuptools>=68", "wheel"]
build-backend = "setuptools.build_meta"
[project]
name = "pipeline-anomaly-detector"
version = "0.1.0"
description = "ML-based anomaly detection system for data pipelines"
readme = "README.md"
requires-python = ">=3.11"
license = { text = "MIT" }
authors = [{ name = "Pipeline Anomaly Detector Contributors" }]
keywords = ["anomaly-detection", "data-pipelines", "machine-learning", "dbt", "airflow"]
classifiers = [
"Development Status :: 4 - Beta",
"Intended Audience :: Developers",
"Intended Audience :: Science/Research",
"License :: OSI Approved :: MIT License",
"Programming Language :: Python :: 3",
"Programming Language :: Python :: 3.11",
"Programming Language :: Python :: 3.12",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Topic :: Software Development :: Libraries :: Python Modules",
]
dependencies = [
"scikit-learn>=1.4",
"pandas>=2.1",
"numpy>=1.26",
"pydantic>=2.5",
"sqlalchemy>=2.0",
"joblib>=1.3",
"typer>=0.9",
"rich>=13.7",
"structlog>=24.1",
"python-dotenv>=1.0",
"requests>=2.31",
]
[project.optional-dependencies]
dev = [
"pytest>=7.4",
"pytest-mock>=3.12",
"pytest-cov>=4.1",
"ipykernel>=6.29",
"matplotlib>=3.8",
"notebook>=7.1",
]
airflow = [
"apache-airflow>=2.8",
]
[project.scripts]
pad = "pipeline_anomaly_detector.cli.main:app"
[project.urls]
Homepage = "https://github.com/VenusDataAI/pipeline-anomaly-detector"
Repository = "https://github.com/VenusDataAI/pipeline-anomaly-detector"
"Bug Tracker" = "https://github.com/VenusDataAI/pipeline-anomaly-detector/issues"
[tool.setuptools.packages.find]
where = ["."]
include = ["pipeline_anomaly_detector*"]
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
addopts = "-v --tb=short"
[tool.coverage.run]
source = ["pipeline_anomaly_detector"]
omit = ["tests/*"]