pyproject.toml

#================={ PROJECT CONFIGURATION }===================
[project]
name = "keras-tuner"
description = "A Hyperparameter Tuning Library for Keras"
readme = "README.md"
license = { file = "LICENSE" }
dynamic = ["version"]
requires-python = ">=3.10"
authors = [
  { name = "The KerasTuner authors" },
  { name = "Mah Neh", email = "mahneh8541@gmail.com" },
]
keywords = ["Hyperparameters", "Tuning", "Machine Learning"]

#================={ DEPENDENCIES }===================
dependencies = [
  "requests>=2.32.3",
  "protobuf>=4.25,<5.0",
  "keras>=3.0",
  "numpy<2",
  "grpcio-tools>1.5,<1.66",
]
classifiers = [
  "Development Status :: 3 - Alpha",
  "License :: OSI Approved :: Apache Software License",
  # tested versions
  "Programming Language :: Python",
  "Programming Language :: Python :: 3.10",
  "Programming Language :: Python :: 3.11",
  "Programming Language :: Python :: 3.12",
  "Programming Language :: Python :: 3.13",
]


[project.optional-dependencies]
bayesian = ["scikit-learn>=1.5.2", "scipy>=1.14.1"]
backends = ["jax[cpu]>=0.4.33", "tensorflow>=2.17"]
tests = [
  "ipython>=8.27.0",
  "pandas>=2.2.3",
  "portpicker>=1.6.0",
  "pytest>=8.3.3",
  "pytest-cov>=5.0.0",
  "pytest-xdist>=3.6.1",
  "scikit-learn>=1.5.2",
  "scipy>=1.14.1",
]
dev = ["pre-commit>=3.8.0", "pyright>=1.1.381", "ruff>=0.6.6"]

[project.urls]
"Issue tracker" = "https://github.com/ghsanti/keras-tuner/issues"
github = "https://github.com/ghsanti/keras-tuner"
changelog = "https://github.com/ghsanti/keras-tuner/blob/master/CHANGELOG.md"


#====================BUILDING============
[build-system]
requires = ["hatchling"]
build-backend = "hatchling.build"

[tool.hatch.metadata]
allow-direct-references = true

[tool.hatch.version]
path = "keras_tuner/__init__.py"

#================={TOOLS}===================
[tool.ruff]
include = ["keras_tuner/**"]
exclude = [
  "shell",
  "logs",
  ".eggs",
  ".git",
  ".ipynb_checkpoints",
  ".pyenv",
  ".pytest_cache",
  ".pytype",
  ".ruff_cache",
  ".vscode",
  "__pypackages__",
  "_build",
  "build",
  "dist",
  "node_modules",
  "site-packages",
  ".venv",
  "*_pb2.py",
  "*_pb2_grpc.py",
  "keras_tuner/**/protos/**",
]

line-length = 80
indent-width = 4
target-version = "py310"

[tool.pyright]
include = ["keras_tuner"]
exclude = ["keras_tuner/**/protos/**"]
defineConstant = { DEBUG = true }
stubPath = "keras_tuner/stubs"

reportMissingImports = "error"
reportMissingTypeStubs = false

pythonVersion = "3.10"

[tool.ruff.lint] # for code best practices.

dummy-variable-rgx = "^(_+|(_+[a-zA-Z0-9_]*[a-zA-Z0-9]+?))$"

select = ['ALL']
ignore = [
  "E226",
  "E24",
  # Function name should be lowercase
  "N802",
  # Argument name should be lowercase
  "N803",
  # First argument of a method should be named
  "N805",
  # Argument name should be lowercase
  "N806",
  # lowercase ... imported as non lowercase
  # Useful to ignore for "import keras.backend as K"
  "N812",
  # do not use bare 'except'
  "E722",
  # Escape characters check.
  # Conflict with pytest error message regex.
  "W605",
  "T201",
  "D203",
  "D211",   # no blank line before class
  "D213",   # multi line summary second line
  "COM812",
  "ISC001",
  "T201",   # print statements.
  "D107",   # un-documented init
  "S311",   # insecure PRNG, we don't use it for encryption.
  "PD011",  # should be moved to per-file-ignore if we start using pandas.
]

# Assume Python 3.8
# Allow fix for all enabled rules (when `--fix`) is provided.
fixable = ["ALL"]
unfixable = []

# Allow unused variables when underscore-prefixed.
[tool.ruff.lint.per-file-ignores]
"keras_tuner/__init__.py" = ["E402", "F401", "EXE002"]
"keras_tuner/**/{tests,docs,tools}/*" = ["E402"]
"keras_tuner/**/*_test.py" = ["ALL"]
"keras_tuner/types.py" = ["PYI049"]
"keras_tuner/engine/oracle.py" = ["S311"]
# no checks for test files for the moment.

# skip return type for __init__, since it's always None.
[tool.ruff.lint.flake8-annotations]
mypy-init-return = true

[tool.ruff.format]
quote-style = "double"
indent-style = "space"
skip-magic-trailing-comma = false
line-ending = "auto"
docstring-code-format = true
docstring-code-line-length = "dynamic"

[tool.pytest.ini_options]
addopts = "-vv -p no:warnings --log-cli-level=CRITICAL --durations=10"
# norecursedirs = "build"

[tool.coverage.report]
exclude_lines = ["pragma: no cover", "@abstract", "raise NotImplementedError"]
omit = [
  "*test*",
  "keras_tuner/**/protos/*",
  "keras_tuner/**/distribute/file_utils.py",
]

[tool.uv.sources]
torch = { url = "https://files.pythonhosted.org/packages/ea/ea/4ab009e953bca6ff35ad75b8ab58c0923308636c182c145dc63084f7d136/torch-2.4.1-cp311-cp311-manylinux1_x86_64.whl" }