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[tool.poetry]
name = "flit-ml"
version = "0.1.0"
description = "ML components for the flit ecosystem - predictive models for financial risk assessment"
authors = ["Kev Waithaka <kev@whitehackr.com>"]
readme = "README.md"
packages = [{include = "flit_ml"}]
[tool.poetry.dependencies]
python = "^3.11"
fastapi = "^0.104.0"
uvicorn = {extras = ["standard"], version = "^0.24.0"}
pydantic = "^2.5.0"
httpx = "^0.25.0"
pandas = "^2.1.0"
numpy = "^1.25.0"
scikit-learn = "^1.3.0"
xgboost = "^2.0.0"
lightgbm = "^4.6.0"
asyncio-mqtt = "^0.16.0"
google-cloud-bigquery = "^3.11.0"
google-cloud-bigquery-storage = "^2.22.0"
pyarrow = "^13.0.0"
mlflow = "^2.7.0"
jupyter = "^1.0.0"
matplotlib = "^3.7.0"
seaborn = "^0.12.0"
plotly = "^5.17.0"
ipykernel = "^6.30.1"
db-dtypes = "^1.4.3"
redis = "^6.4.0"
python-dotenv = "^1.1.1"
[tool.poetry.group.dev.dependencies]
pytest = "^7.4.0"
pytest-asyncio = "^0.21.0"
pytest-cov = "^4.1.0"
black = "^23.9.0"
ruff = "^0.1.0"
mypy = "^1.6.0"
pre-commit = "^3.5.0"
ipykernel = "^6.30.1"
[tool.poetry.scripts]
flit-ml-api = "flit_ml.api.main:main"
[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"
[tool.black]
line-length = 88
target-version = ['py311']
[tool.ruff]
target-version = "py311"
line-length = 88
select = [
"E", # pycodestyle errors
"W", # pycodestyle warnings
"F", # pyflakes
"I", # isort
"B", # flake8-bugbear
"C4", # flake8-comprehensions
"UP", # pyupgrade
]
[tool.mypy]
python_version = "3.11"
warn_return_any = true
warn_unused_configs = true
disallow_untyped_defs = true
disallow_incomplete_defs = true
check_untyped_defs = true
disallow_untyped_decorators = true
no_implicit_optional = true
warn_redundant_casts = true
warn_unused_ignores = true
warn_no_return = true
warn_unreachable = true
strict_equality = true
[tool.pytest.ini_options]
testpaths = ["tests"]
python_files = ["test_*.py"]
python_classes = ["Test*"]
python_functions = ["test_*"]
asyncio_mode = "auto"