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pyproject.toml
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[tool.poetry]
name = "aligned"
version = "0.0.113"
description = "A data managment and lineage tool for ML applications."
authors = ["Mats E. Mollestad <[email protected]>"]
license = "Apache-2.0"
readme = "README.md"
homepage = "https://github.com/MatsMoll/aligned"
repository = "https://github.com/MatsMoll/aligned"
keywords = [
'python',
'typed',
'ml',
'prediction',
'feature',
'store',
'feature-store',
'mlops',
'feast',
'tecton',
'dbt',
'data',
'lineage'
]
classifiers = [
'Development Status :: 3 - Alpha',
'Environment :: Web Environment',
'Intended Audience :: Developers',
'License :: OSI Approved :: Apache Software License',
'Operating System :: OS Independent',
'Programming Language :: Python',
'Programming Language :: Python :: 3.10',
'Topic :: Internet :: WWW/HTTP',
'Topic :: Internet :: WWW/HTTP :: Dynamic Content',
'Topic :: Software Development',
'Topic :: Software Development :: Libraries',
'Topic :: Software Development :: Libraries :: Application Frameworks',
'Topic :: Software Development :: Libraries :: Python Modules',
'Topic :: Scientific/Engineering :: Artificial Intelligence',
]
packages = [
{ include = "aligned" },
]
[tool.poetry.dependencies]
python = "^3.10"
python-dotenv = "^0.21.0"
click = "^8.1.3"
httpx = "^0.27.0"
mashumaro = "^3.0.1"
dill = "^0.3.4"
pydantic = "^2.0.0"
prometheus_client = "^0.16.0"
polars = { version = "^1.10.0", extras = ["pyarrow"] }
openai = { version = "^1.52.0", optional = true }
pandas = { version = "^2.0.0", optional = true }
fastapi = { version = "^0.100.0", optional = true }
uvicorn = { version = "^0.17.6", optional = true }
redis = { version = "^4.3.1", optional = true }
aioaws = { version = "^0.12", optional = true }
asgi-correlation-id = { version = "^3.0.0", optional = true }
pandera = { version = "^0.17.0", optional = true}
pillow = { version = "^9.4.0", optional = true }
prometheus-fastapi-instrumentator = { version="^5.9.1", optional = true }
kafka-python = { version= "^2.0.2", optional = true }
connectorx = { version = "^0.3.2", optional = true }
asyncpg = { version = "^0.29.0", optional = true }
psycopg2 = { version = "^2.9.9", optional = true }
sqlglot = { version = "^22.5.0", optional = true }
ollama = { version = "^0.1.8", optional = true }
mlflow = { version = "^2.11.3", optional = true }
adlfs = { version = "^2024.4.1", optional = true }
lancedb = { version = "^0.8.2", optional = true }
deltalake = { version = "^0.18.1", optional = true }
sentence-transformers = { version = "^3.2.0", optional = true }
tiktoken = { version = "^0.8.0", optional = true }
[tool.poetry.extras]
aws = ["aioaws", "connectorx"]
psql = ["connectorx", "asyncpg", "psycopg2"]
redis = ["redis"]
server = ["asgi-correlation-id", "fastapi", "uvicorn", "prometheus-fastapi-instrumentator"]
pandera = ["pandera"]
image = ["pillow"]
kafka = ["kafka-python"]
ollama = ["ollama"]
sql = ["sqlglot"]
mlflow = ["mlflow"]
azure = ["adlfs"]
deltalake = ["deltalake"]
lancedb = ["lancedb"]
pandas = ["pandas"]
sentence-transformers = ["sentence-transformers"]
openai = ["openai", "tiktoken"]
[tool.poetry.group.dev.dependencies]
types-redis = "^4.2.6"
pytest-mock = "^3.8.1"
freezegun = "^1.2.2"
pytest-asyncio = "^0.20.1"
fakeredis = "^2.10.0"
sqlalchemy = "^2.0.19"
printf-log-formatter = "^0.3.0"
isort = "^5.12.0"
black = "^23.7.0"
pyright = "^1.1.375"
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"
[tool.poetry.scripts]
aligned = 'aligned.cli:cli'
[tool.black]
line-length = 110
skip-string-normalization = true
[tool.isort]
profile = "black"
line_length = 110
[tool.ruff]