pyproject.toml

[tool.poetry]
name = "coalescenceml"
version = "0.1.0"
description = "An open-source MLOps framework to develop industry-grade production ML pipelines coalescing the MLOps stack under one umbrella."
authors = ["Magd Bayoumi, Rafael Chaves, Elva Gao, Sanjali Jha, Iris Li, Jerry Sun, Emily Wang"]
license = "Apache License 2.0"
packages = [
    { include = "coalescenceml", from = "src" },
]
readme = "README.md"
keywords = [
    "mlops", "machine learning", "pipeline"
]
classifiers = [
    "Typing :: Typed",
    "Topic :: Software Development :: Libraries :: Python Modules",
    "Intended Audience :: Developers",
    "Intended Audience :: Science/Research",
    "Intended Audience :: System Administrators",
    "License :: OSI Approved :: Apache Software License",
    "Programming Language :: Python :: 3.7",
    "Programming Language :: Python :: 3.8",
]
exclude = [
    "*.tests",
    "*.tests.*",
    "tests.*",
    "tests",
    "docs",
    "examples"
]
include = [
    "src/coalescenceml",
    "*.txt",
    "*.md",
    "*.sh"
]

[tool.poetry.scripts]
coml = "coalescenceml.cli.cli:cli"

[tool.poetry.dependencies]
python = ">=3.7.1,<3.9"
ml-pipelines-sdk = "^1.6.1"
rich = {extras = ["jupyter"], version="^12.0.0"}
pydantic = "^1.9.0"
click = "^8.0.1"
pyyaml = "^5.4.1"
python-dateutil = "^2.8.1"
sqlmodel = "~0.0.6"
semver = "^2.13.0"
distro = "^1.7.0"
numpy = "^1.21.6"
pandas = "^1.2.0"
pyarrow = "^7.0.0"

[tool.poetry.dev-dependencies]
xdoctest = "^0.15.10"
coverage = "^6.3.1"
tox = "^3.24.5"
flake8 = "^4.0.1"
flake8-docstrings = "^1.6.0"
darglint = "^1.8.1"
black = "^22.1.0"
isort = "^5.10.1"
seed-isort-config = "^2.2.0"
pre-commit = "^2.17.0"
interrogate = "^1.5.0"
autoflake = "^1.4"
hypothesis = "^6.36.2"
typing-extensions = "^4.1.1"
pyment = "^0.3.3"

# pytest special ones
pytest = "^7.0.1"
pytest-cov = "^3.0.0"
pytest-mock = "^3.7.0"
pytest-randomly = "^3.11.0"
pytest-clarity = "^1.0.1"

# mkdocs plus plugins
mkdocs = "^1.2.3"
mkdocs-material = "^8.1.11"
mkdocs-awesome-pages-plugin = "^2.7.0"
mkdocstrings = "^0.18.0"
pydocstyle = "^6.1.1"
mike = "^1.1.2"

# mypy type stubs
mypy = "^0.931"
types-certifi = "^2021.10.8.0"
types-croniter = "^1.0.7"
types-futures = "^3.3.8"
types-Markdown = "^3.3.12"
types-protobuf = "^3.19.12"
types-PyMySQL = "^1.0.13"
types-python-dateutil = "^2.8.9"
types-python-slugify = "^5.0.3"
types-PyYAML = "^6.0.4"
types-setuptools = "^57.4.9"
types-six = "^1.16.10"
types-tabulate = "^0.8.5"
types-termcolor = "^1.1.3"
types-psutil = "^5.8.20"
codespell = "^2.1.0"

[build-system]
requires = ["poetry>=0.12"]
build-backend = "poetry.masonry.api"

[tool.tox]
name = "CoML"
authors = ["CDS"]
legacy_tox_ini = """
[tox]
isolated_build = true
skipsdist = true
envlist = py37,py38,py39

[testenv]
whitelist_externals = poetry
commands = 
    poetry install -v
    poetry run pytest tests
    poetry run bash scripts/mypy.sh --install-types
"""

[tool.pytest.ini_options]
log_cli = true
log_cli_level = "DEBUG"
testpaths = "tests"
xfail_strict = true

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

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

[tool.isort]
profile = "black"
known_third_party = []
skip_glob = []
line_length = 80
multi_line_output = 3
lines_after_imports = 2
force_grid_wrap = 0
combine_as_imports = true
include_trailing_comma = true

[tool.mypy]
strict = true
namespace_packages = true
show_error_codes = true

# import all tfx.proto.* and google files as `Any`
[[tool.mypy.overrides]]
module = [
    "tfx.proto.*",
]
follow_imports = "skip"

[[tool.mypy.overrides]]
module = [
    "pyarrow.*",
    "pandas.*",
    "ml_metadata.*",
    "distro.*",
    "absl.*",
    "numpy.*",
]
ignore_missing_imports = true

[tool.black]
line-length = 80
exclude = '''
/(
	\.git
| \.hg
| \.mypy_cache
| \.tox
| \.venv
| _build
| buck-out
| build
)/
'''

[tool.interrogate]
ignore-init-method = true
ignore-init-module = true
ignore-magic = false
ignore-semiprivate = false
ignore-private = false
ignore-property-decorators = false
ignore-module = false
ignore-nested-functions = false
ignore-nested-classes = false
ignore-setters = false
fail-under = 50
exclude = ["setup.py", "docs", "build"]
ignore-regex = []
verbose = 1
quiet = false
whitelist-regex = []
color = true