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pyproject.toml
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[tool.poetry]
name = "SparkLightAutoML_DEV"
version = "0.3.2"
description = "Spark-based distribution version of fast and customizable framework for automatic ML model creation (AutoML)"
authors = [
"Alexander Ryzhkov <[email protected]>",
"Anton Vakhrushev <[email protected]>",
"Dmitrii Simakov <[email protected]>",
"Rinchin Damdinov <[email protected]>",
"Alexander Kirilin <[email protected]>",
"Vasilii Bunakov <[email protected]>",
"Nikolay Butakov [email protected]",
"Azamat Gainetdinov [email protected]",
"Sergey Teryoshkin [email protected]",
"Denis Nasonov [email protected]"
]
readme = "README.md"
license = "Apache-2.0"
homepage = "https://lightautoml.readthedocs.io/en/latest/"
repository = "https://github.com/fonhorst/LightAutoML_Spark"
classifiers = [
"Programming Language :: Python :: 3.8",
"Programming Language :: Python :: 3.9",
"Operating System :: OS Independent",
"Intended Audience :: Science/Research",
"Development Status :: 3 - Alpha",
"Environment :: Console",
"Natural Language :: Russian",
"Topic :: Scientific/Engineering :: Artificial Intelligence",
"Typing :: Typed"
]
packages = [
{ include = "sparklightautoml" }
]
[tool.poetry.dependencies]
python = ">=3.8, <3.10"
poetry-core = "^1.0.0"
lightautoml = "0.3.7.1"
# PySpark
pyspark = "3.2.0"
pyarrow = ">=1.0.0"
synapseml = "0.9.5"
toposort = "1.7"
onnxmltools = "^1.11.0"
weasyprint = {version = "52.5", optional = true}
hdfs = "^2.7.0"
numpy = "<=1.23.0"
[tool.poetry.dev-dependencies]
pytest = "*"
sphinx = "*"
sphinx-rtd-theme = "*"
IPython = "*"
nbsphinx = "*"
nbsphinx-link = "*"
sphinx-autodoc-typehints = "*"
pandoc = "*"
pre-commit = "*"
notebook = "*"
mypy = "^0.910"
tox = "*"
hdfs = "^2.7.0"
[tool.pytest.ini_options]
log_cli = true
log_cli_level = "INFO"
log_cli_format = "%(asctime)s [%(levelname)8s] %(message)s (%(filename)s:%(lineno)s)"
log_cli_date_format = "%Y-%m-%d %H:%M:%S"
[build-system]
requires = ["poetry-core>=1.0.0"]
build-backend = "poetry.core.masonry.api"
[tool.isort]
profile = "black"
force_single_line = true
atomic = true
include_trailing_comma = true
lines_after_imports = 2
lines_between_types = 1
use_parentheses = true
filter_files = true
[tool.black]
line-length = 120
include = '\.pyi?$'
exclude = '''
/(
\.eggs
| \.git
| \.hg
| \.mypy_cache
| \.tox
| \.venv
| _build
| buck-out
| build
| dist
| tests/.*/setup.py
)/
'''
[tool.tox]
legacy_tox_ini = """
[tox]
isolated_build = True
envlist = py{36, 37, 38, 39}
[gh-actions]
python =
3.6: py36
3.7: py37
3.8: py38
3.9: py39
[gh-actions:env]
PLATFORM =
ubuntu-latest: linux
macos-latest: macos
windows-latest: windows
[testenv]
whitelist_externals = poetry
commands =
poetry install
poetry run pytest tests -v
"""