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[tool.black]

line-length = 120

# NOTE: Do not extend the exclude list. Edit .lintrunner.toml instead

extend-exclude = "cmake|onnxruntime/core/flatbuffers/"

target-version = ["py37", "py38", "py39", "py310", "py311"]

[tool.isort]

# NOTE: Do not extend the exclude list. Edit .lintrunner.toml instead

profile = "black"

line_length = 120

extend_skip_glob = [

"cmake/*",

"orttraining/*",

"onnxruntime/core/flatbuffers/*",

]

[tool.pydocstyle]

convention = "google"

[tool.pylint.BASIC]

good-names = [

"a", "b", "c", "d", "e", "f", "g", "h", "i", "j", "k", "l", "m", "n",

"p", "q", "r", "s", "t", "u", "v", "w", "ex", "Run", "_", "x", "y", "z"

]

[tool.pylint.messages_control]

disable = [

"format",

"line-too-long",

"import-error",

"no-name-in-module",

"no-member",

"too-many-arguments",

"too-many-locals",

"too-few-public-methods",

"missing-docstring",

"fixme",

]

[tool.pyright]

exclude = ["onnxruntime/core/flatbuffers/*"]

reportMissingImports = false

[tool.ruff]

# NOTE: Do not create an exclude list. Edit .lintrunner.toml instead

target-version = "py38"

[tool.ruff.lint]

select = [

"B", # flake8-bugbear

"E", # pycodestyle

"F", # Pyflakes

"FURB", # refurb

"G", # flake8-logging-format

"ISC", # flake8-implicit-str-concat

"N", # pep8-naming

"NPY", # numpy

"PERF", # Perflint

"PIE", # flake8-pie

"PLC", # pylint conventions

"PLE", # pylint errors

"PLW", # pylint warnings

"PYI", # flake8-pyi

"RUF", # Ruff-specific rules

"SIM", # flake8-simplify

"SLOT", # flake8-slots

"T10", # flake8-debugger

"UP", # pyupgrade

"W", # pycodestyle

"YTT", # flake8-2020

]

# NOTE: Refrain from growing the ignore list unless for exceptional cases.

# Always include a comment to explain why.

ignore = [

"B028", # FIXME: Add stacklevel to warnings

"E501", # Line length controlled by black

"G004", # FIXME: Enable when the rule can be autofixed

"N803", # Argument casing

"N812", # Allow import torch.nn.functional as F

"N813", # Allow importing camelcase names in lowercase

"N999", # Module names

"NPY002", # np.random.Generator may not always fit our use cases

"PERF203", # "try-except-in-loop" only affects Python <3.11, and the improvement is minor; can have false positives

"PERF401", # List comprehensions are not always readable

"PYI041", # May create confusion

"PYI024", # May create confusion

"SIM102", # We don't perfer always combining if branches

"SIM103", # Do not collapse if-else

"SIM108", # We don't encourage ternary operators

"SIM114", # Don't combine if branches for debugability

"SIM116", # Don't use dict lookup to replace if-else

]

ignore-init-module-imports = true

unfixable = [

"F401", # Unused imports

"SIM112", # Use upper case for env vars

]

[tool.ruff.lint.per-file-ignores]

# NOTE: Refrain from growing the ignore list unless for exceptional cases.

# Prefer inline ignores with `noqa: xxx`.

# Eventually this list should become empty.

"orttraining/orttraining/test/**" = ["N802"] # Function casing

"tools/nuget/generate_nuspec_for_native_nuget.py" = ["ISC003"] # Too many errors to fix

"onnxruntime/contrib_ops/cuda/sparse/sparse_attention_v1/sparse_attention_triton.py" = ["N806"] # use of Q, K and V in triton script

"onnxruntime/contrib_ops/cuda/sparse/sparse_attention_v2/sparse_attention_v2_triton.py" = ["N806"] # use of Q, K and V in triton script

"onnxruntime/test/python/quantization/test_op_gemm.py" = ["N806"] # use of A for a matrix

"onnxruntime/test/python/quantization/op_test_utils.py" = ["N806", "PERF203", "RUF012"] # use of A for a matrix

"orttraining/orttraining/python/training/ort_triton/kernel/_flash_attn.py" = ["N806", "PLW2901", "ISC001", "E731"] # Long triton code from other repo.