pyproject.toml

[tool.poetry]
name = "zenml"
version = "0.44.0"
packages = [{ include = "zenml", from = "src" }]
description = "ZenML: Write production-ready ML code."
authors = ["ZenML GmbH <info@zenml.io>"]
readme = "README.md"
homepage = "https://zenml.io"
documentation = "https://docs.zenml.io"
repository = "https://github.com/zenml-io/zenml"
license = "Apache-2.0"
keywords = ["machine learning", "production", "pipeline", "mlops", "devops"]
classifiers = [
    "Development Status :: 4 - Beta",
    "Intended Audience :: Developers",
    "Intended Audience :: Science/Research",
    "Intended Audience :: System Administrators",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python :: 3 :: Only",
    "Programming Language :: Python :: 3.8",
    "Programming Language :: Python :: 3.9",
    "Programming Language :: Python :: 3.10",
    "Programming Language :: Python :: 3.11",
    "Topic :: System :: Distributed Computing",
    "Topic :: Software Development :: Libraries :: Python Modules",
    "Typing :: Typed",
]
exclude = [
    "tests.*",
    "*.tests",
    "docs",
    "tests",
    "tests",
    "legacy",
    "*.tests.*",
    "examples",
]
include = ["src/zenml", "*.txt", "*.sh", "*.md"]

[tool.poetry.scripts]
zenml = "zenml.cli.cli:cli"

[tool.poetry.dependencies]
alembic = { version = "~1.8.1" }
click = "^8.0.1,<8.1.4"
click-params = "^0.3.0"
cloudpickle = ">=2.0.0,<3"
distro = "^1.6.0"
docker = "~6.1.0"
httplib2 = "<0.20,>=0.19.1"
gitpython = "^3.1.18"
pandas = ">=1.1.5"
passlib = { extras = ["bcrypt"], version = "~1.7.4" }
pydantic = "<1.11, >=1.9.0"
pymysql = { version = "~1.0.2" }
pyparsing = "<3,>=2.4.0"
python = ">=3.8,<3.12"
python-dateutil = "^2.8.1"
python-terraform = { version = "^0.10.1" }
pyyaml = ">=6.0.1"
rich = { extras = ["jupyter"], version = "^12.0.0" }
sqlalchemy_utils = "0.38.3"
sqlmodel = "~0.0.8"

# Optional dependencies for the ZenServer
fastapi = { version = ">=0.75,<0.100", optional = true }
uvicorn = { extras = ["standard"], version = "~0.17.5", optional = true }
python-multipart = { version = "~0.0.5", optional = true }
python-jose = { extras = ["cryptography"], version = "~3.3.0", optional = true }
fastapi-utils = { version = "~0.2.1", optional = true }
orjson = { version = "~3.8.3", optional = true }

# optional dependencies for stack recipes

# Optional dependencies for project templates
copier = { version = ">=8.1.0", optional = true }
jinja2-time = { version = "^0.2.0", optional = true }
black = { version = "^23.3.0", optional = true }
ruff = { version = "^0.0.285", optional = true }

# Optional dependencies for the AWS secrets store
boto3 = { version = ">=1.16.0,<=1.24.59", optional = true }

# Optional dependencies for the GCP secrets store
google-cloud-secret-manager = { version = ">=2.12.5", optional = true }

# Optional dependencies for the Azure Key Vault secrets store
azure-identity = { version = ">=1.4.0", optional = true }
azure-keyvault-secrets = { version = ">=4.0.0", optional = true }

# Optional dependencies for the HashiCorp Vault secrets store
hvac = { version = ">=0.11.2", optional = true }

# Optional dependencies for the Kubernetes connector
kubernetes = { version = ">=18.20.0", optional = true }

# Optional dependencies for the GCP connector
google-cloud-container = { version = ">=2.21.0", optional = true }
google-cloud-storage = { version = ">=2.9.0", optional = true }

# Optional dependencies for the Azure connector
azure-mgmt-containerservice = { version = ">=20.0.0", optional = true }
azure-mgmt-containerregistry = { version = ">=10.0.0", optional = true }
azure-mgmt-storage = { version = ">=20.0.0", optional = true }
azure-storage-blob = { version = ">=12.0.0", optional = true }
azure-mgmt-resource = { version = ">=21.0.0", optional = true }

# Optional dependencies for the S3 artifact store
s3fs = { version = "2022.11.0", optional = true }

# Optional dependencies for the GCS artifact store
gcsfs = { version = "2022.11.0", optional = true }

# Optional dependencies for the Azure artifact store
adlfs = { version = ">=2021.10.0", optional = true }

# Optional development dependencies
coverage = { extras = ["toml"], version = "^5.5", optional = true }
mypy = { version = "1.5.1", optional = true }
pre-commit = { version = "^2.14.0", optional = true }
pyment = { version = "^0.3.3", optional = true }
tox = { version = "^3.24.3", optional = true }
hypothesis = { version = "^6.43.1", optional = true }
typing-extensions = { version = ">=3.7.4", optional = true }
darglint = { version = "^1.8.1", optional = true }
# pytest
pytest = { version = "^7.4.0", optional = true }
pytest-randomly = { version = "^3.10.1", optional = true }
pytest-mock = { version = "^3.6.1", optional = true }
pytest-clarity = { version = "^1.0.1", optional = true }
# mkdocs including plugins
mkdocs = { version = "^1.2.3", optional = true }
mkdocs-material = { version = "^8.1.7", optional = true }
mkdocs-awesome-pages-plugin = { version = "^2.6.1", optional = true }
mkdocstrings = { version = "^0.17.0", optional = true }
mike = { version = "^1.1.2", optional = true }
# mypy type stubs
types-certifi = { version = "^2021.10.8.0", optional = true }
types-croniter = { version = "^1.0.2", optional = true }
types-futures = { version = "^3.3.1", optional = true }
types-Markdown = { version = "^3.3.6", optional = true }
types-Pillow = { version = "^9.2.1", optional = true }
types-protobuf = { version = "^3.18.0", optional = true }
types-PyMySQL = { version = "^1.0.4", optional = true }
types-python-dateutil = { version = "^2.8.2", optional = true }
types-python-slugify = { version = "^5.0.2", optional = true }
types-PyYAML = { version = "^6.0.0", optional = true }
types-redis = { version = "^4.1.19", optional = true }
types-requests = { version = "^2.27.11", optional = true }
types-setuptools = { version = "^57.4.2", optional = true }
types-six = { version = "^1.16.2", optional = true }
types-termcolor = { version = "^1.1.2", optional = true }
types-psutil = { version = "^5.8.13", optional = true }

# mlstacks dependencies
mlstacks = { version = "0.7.3", optional = true }

[tool.poetry.extras]
server = [
    "fastapi",
    "uvicorn",
    "python-multipart",
    "python-jose",
    "fastapi-utils",
    "orjson",
]
templates = ["copier", "jinja2-time", "black", "ruff"]
secrets-aws = ["boto3"]
secrets-gcp = ["google-cloud-secret-manager"]
secrets-azure = ["azure-identity", "azure-keyvault-secrets"]
secrets-hashicorp = ["hvac"]
s3fs = ["s3fs"]
gcsfs = ["gcsfs"]
adlfs = ["adlfs"]
connectors-kubernetes = ["kubernetes"]
connectors-aws = ["boto3", "kubernetes"]
connectors-gcp = [
    "google-cloud-container",
    "google-cloud-storage",
    "kubernetes",
]
connectors-azure = [
    "azure-identity",
    "azure-mgmt-containerservice",
    "azure-mgmt-containerregistry",
    "azure-mgmt-storage",
    "azure-storage-blob",
    "kubernetes",
]
dev = [
    "black",
    "ruff",
    "coverage",
    "pytest",
    "mypy",
    "pre-commit",
    "pyment",
    "tox",
    "hypothesis",
    "typing-extensions",
    "darglint",
    "pytest-randomly",
    "pytest-mock",
    "pytest-clarity",
    "mkdocs",
    "mkdocs-material",
    "mkdocs-awesome-pages-plugin",
    "mkdocstrings",
    "mike",
    "types-certifi",
    "types-croniter",
    "types-futures",
    "types-Markdown",
    "types-Pillow",
    "types-protobuf",
    "types-PyMySQL",
    "types-python-dateutil",
    "types-python-slugify",
    "types-PyYAML",
    "types-redis",
    "types-requests",
    "types-setuptools",
    "types-six",
    "types-termcolor",
    "types-psutil",
]
mlstacks = ["mlstacks"]

[build-system]
requires = ["poetry-core"]
build-backend = "poetry.core.masonry.api"

[tool.poetry-version-plugin]
source = "init"

[tool.pytest.ini_options]
filterwarnings = ["ignore::DeprecationWarning"]
log_cli = true
log_cli_level = "INFO"
testpaths = "tests"
xfail_strict = true
norecursedirs = [
    "tests/integration/examples/*", # ignore example folders
]

[tool.coverage.run]
parallel = true
source = ["src/zenml"]

[tool.coverage.report]
exclude_lines = [
    "pragma: no cover",
    'if __name__ == "__main__":',
    "if TYPE_CHECKING:",
]

[tool.ruff]
line-length = 79
# Exclude a variety of commonly ignored directories.
exclude = [
    ".bzr",
    ".direnv",
    ".eggs",
    ".git",
    ".hg",
    ".mypy_cache",
    ".nox",
    ".pants.d",
    ".ruff_cache",
    ".svn",
    ".tox",
    ".venv",
    "__pypackages__",
    "_build",
    "buck-out",
    "build",
    "dist",
    "node_modules",
    "venv",
    '__init__.py',
    'src/zenml/cli/version.py',
]
per-file-ignores = {}
select = ["D", "E", "F", "I", "I001", "Q"]
ignore = [
    "E501",
    "F401",
    "F403",
    "D301",
    "D401",
    "D403",
    "D407",
    "D213",
    "D203",
    "S101",
    "S104",
    "S105",
    "S106",
    "S107",
]
src = ["src", "test"]
# use Python 3.8 as the minimum version for autofixing
target-version = "py38"
ignore-init-module-imports = true
# Disable autofix for unused imports (`F401`).
unfixable = ["F401"]

[tool.ruff.flake8-import-conventions.aliases]
altair = "alt"
"matplotlib.pyplot" = "plt"
numpy = "np"
pandas = "pd"
seaborn = "sns"

[tool.ruff.mccabe]
max-complexity = 18

[tool.ruff.pydocstyle]
# Use Google-style docstrings.
convention = "google"

[tool.mypy]

plugins = ["pydantic.mypy"]

strict = true
namespace_packages = true
show_error_codes = true

# temporary fix for python 3.8 https://github.com/apache/airflow/discussions/19006
# remove once the issue is solved in airflow
exclude = "airflow/"

[[tool.mypy.overrides]]
module = ["airflow.*"]
follow_imports = "skip"

# end of fix

# import all google, transformers and datasets files as `Any`
[[tool.mypy.overrides]]
module = [
    "google.*",
    "transformers.*", # https://github.com/huggingface/transformers/issues/13390
    "datasets.*",
    "IPython.core.*",
]
follow_imports = "skip"

[[tool.mypy.overrides]]
module = [
    "tensorflow.*",
    "apache_beam.*",
    "pandas.*",
    "distro.*",
    "analytics.*",
    "absl.*",
    "gcsfs.*",
    "s3fs.*",
    "adlfs.*",
    "fsspec.*",
    "torch.*",
    "pytorch_lightning.*",
    "sklearn.*",
    "numpy.*",
    "facets_overview.*",
    "IPython.core.*",
    "IPython.display.*",
    "plotly.*",
    "graphviz.*",
    "dash.*",
    "dash_bootstrap_components.*",
    "dash_cytoscape",
    "dash.dependencies",
    "docker.*",
    "flask.*",
    "kfp.*",
    "kubernetes.*",
    "kserve.*",
    "urllib3.*",
    "kfp_server_api.*",
    "sagemaker.*",
    "azureml.*",
    "google.*",
    "neuralprophet.*",
    "lightgbm.*",
    "scipy.*",
    "deepchecks.*",
    "boto3.*",
    "botocore.*",
    "jupyter_dash.*",
    "slack_sdk.*",
    "azure-keyvault-keys.*",
    "model_archiver.*",
    "kfp_tekton.*",
    "mlflow.*",
    "python_terraform.*",
    "bentoml.*",
    "multipart.*",
    "jose.*",
    "fastapi_utils.*",
    "sqlalchemy_utils.*",
    "copier.*",
    "datasets.*",
    "pyngrok.*",
    "cloudpickle.*",
    "mlstacks.*",
]
ignore_missing_imports = true

[tool.black]
line-length = 79
include = '\.pyi?$'
exclude = '''
/(
	\.git
| \.hg
| \.mypy_cache
| \.tox
| \.venv
| _build
| buck-out
| build
)/
'''