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[project]
name = "payshield-ml"
version = "0.1.0"
description = "Real-Time Financial Fraud Detection System with sub-50ms latency"
readme = "README.md"
requires-python = ">=3.12"
dependencies = [
# ML Stack
"xgboost>=2.0.0",
"scikit-learn>=1.4.0",
"shap>=0.50.0", # Use latest stable version compatible with Python 3.12
"mlflow>=2.10.0",
# API Framework
"fastapi>=0.109.0",
"uvicorn[standard]>=0.27.0",
"pydantic>=2.5.0",
# Data Processing
"pandas>=2.2.0",
"numpy>=2.0.0",
"pyarrow>=15.0.0",
# Feature Store
"redis>=5.0.0",
"hiredis>=2.3.0",
# Utilities
"python-dotenv>=1.0.0",
"pyyaml>=6.0.1",
"joblib>=1.5.0",
"category-encoders>=2.6.0",
"seaborn>=0.13.2",
"matplotlib>=3.10.8",
"pydantic-settings>=2.12.0",
"streamlit>=1.53.0",
"plotly>=6.5.2",
"requests>=2.32.5",
"typing-extensions>=4.15.0",
]
[project.optional-dependencies]
dev = [
# Testing
"pytest>=8.0.0",
"pytest-asyncio>=0.23.0",
"pytest-cov>=4.1.0",
# Type Checking & Linting
"mypy>=1.8.0",
"ruff>=0.1.0",
# Notebook Support
"jupyter>=1.0.0",
"ipykernel>=6.29.0",
]
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = "test_*.py"
python_classes = "Test*"
python_functions = "test_*"
addopts = "-v --cov=src --cov-report=term-missing"
[tool.mypy]
python_version = "3.12"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = true
[tool.ruff]
line-length = 100
target-version = "py312"
[tool.hatch.build.targets.wheel]
packages = ["src"]
[dependency-groups]
dev = [
"ruff>=0.14.13",
]
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