.lintrunner.toml - platform/external/pytorch - Git at Google

 [[linter]]
 code = 'FLAKE8'
 include_patterns = ['**/*.py']
 exclude_patterns = [
     '.git/**',
     'build_test_custom_build/**',
     'build/**',
     'caffe2/**',
     'docs/caffe2/**',
     'docs/cpp/src/**',
     'docs/src/**',
     # NOTE: [Impending functorch move]
     # In preparation for the functorch -> pytorch merge,
     # we are adding the following excludes so that functorch passes
     # lint when it gets merged in. Please don't delete.
     'functorch/**',
     'scripts/**',
     'test/generated_type_hints_smoketest.py',
     'third_party/**',
     'torch/include/**',
     'torch/lib/**',
     'venv/**',
     '**/*.pyi',
     'tools/test/test_selective_build.py',
 ]
 command = [
     'python3',
     'tools/linter/adapters/flake8_linter.py',
     '--',
     '@{{PATHSFILE}}'
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'flake8==3.8.2',
     'flake8-bugbear==20.1.4',
     'flake8-comprehensions==3.3.0',
     'flake8-executable==2.0.4',
     'flake8-pyi==20.5.0',
     'mccabe==0.6.1',
     'pycodestyle==2.6.0',
     'pyflakes==2.2.0',
 ]


 [[linter]]
 code = 'CLANGFORMAT'
 include_patterns = [
     'aten/src/ATen/*.h',
     'aten/src/ATen/native/vulkan/**/*.h',
     'aten/src/ATen/native/vulkan/**/*.cpp',
     'c10/**/*.h',
     'c10/**/*.cpp',
     'torch/csrc/**/*.h',
     'torch/csrc/**/*.cpp',
     'test/cpp/**/*.h',
     'test/cpp/**/*.cpp',
 ]
 exclude_patterns = [
     'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
     'c10/util/strong_type.h',
     'torch/csrc/jit/serialization/mobile_bytecode_generated.h',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/s3_init.py',
     '--config-json=tools/linter/adapters/s3_init_config.json',
     '--linter=clang-format',
     '--dry-run={{DRYRUN}}',
     '--output-dir=.lintbin',
     '--output-name=clang-format',
 ]
 command = [
     'python3',
     'tools/linter/adapters/clangformat_linter.py',
     '--binary=.lintbin/clang-format',
     '--',
     '@{{PATHSFILE}}'
 ]
 is_formatter = true

 [[linter]]
 code = 'MYPY'
 include_patterns = [
     'torch/**/*.py',
     'torch/**/*.pyi',
     'caffe2/**/*.py',
     'caffe2/**/*.pyi',
     'test/test_bundled_images.py',
     'test/test_bundled_inputs.py',
     'test/test_complex.py',
     'test/test_datapipe.py',
     'test/test_futures.py',
     # 'test/test_numpy_interop.py',
     'test/test_torch.py',
     'test/test_type_hints.py',
     'test/test_type_info.py',
     'test/test_utils.py',
 ]
 exclude_patterns = [
     'torch/include/**',
     'torch/csrc/**',
     'torch/distributed/elastic/agent/server/api.py',
     'torch/testing/_internal/**',
     'torch/distributed/fsdp/fully_sharded_data_parallel.py',
     # TODO(suo): these exclusions were added just to get lint clean on master.
     # Follow up to do more target suppressions and remove them.
     'torch/distributed/fsdp/flatten_params_wrapper.py',
     'torch/ao/quantization/fx/convert.py',
     'torch/ao/quantization/_dbr/function_fusion.py',
     'test/test_datapipe.py',
     'caffe2/contrib/fakelowp/test/test_batchmatmul_nnpi_fp16.py',
     'test/test_numpy_interop.py',
     'torch/torch_version.py',
 ]
 command = [
     'python3',
     'tools/linter/adapters/mypy_linter.py',
     '--config=mypy.ini',
     '--',
     '@{{PATHSFILE}}'
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'numpy==1.21.6',
     'expecttest==0.1.3',
     'mypy==0.960',
     'types-requests==2.27.25',
     'types-six==1.16.15',
     'types-PyYAML==6.0.7',
     'types-tabulate==0.8.8',
     'types-protobuf==3.19.18',
     'types-pkg-resources==0.1.3',
     'types-Jinja2==2.11.9',
     'junitparser==2.1.1',
     'rich==10.9.0',
     'pyyaml==6.0',
 ]

 [[linter]]
 code = 'MYPYSTRICT'
 include_patterns = [
     '.github/**/*.py',
     'benchmarks/instruction_counts/**/*.py',
     'tools/**/*.py',
     'torch/utils/_pytree.py',
     'torch/utils/benchmark/utils/common.py',
     'torch/utils/benchmark/utils/timer.py',
     'torch/utils/benchmark/utils/valgrind_wrapper/**/*.py',
 ]
 exclude_patterns = [
     # (linbinyu) copied from internal repo
     'tools/code_analyzer/gen_operators_yaml.py',
     'tools/gen_vulkan_spv.py',
     'tools/test/gen_operators_yaml_test.py',
     'tools/test/gen_oplist_test.py',
     'tools/test/test_selective_build.py',
 ]
 command = [
     'python3',
     'tools/linter/adapters/mypy_linter.py',
     '--config=mypy-strict.ini',
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'CLANGTIDY'
 include_patterns = [
     'torch/csrc/deploy/**/*.cpp',
     'torch/csrc/fx/**/*.cpp',
     'torch/csrc/generic/**/*.cpp',
     'torch/csrc/onnx/**/*.cpp',
     'torch/csrc/tensor/**/*.cpp',
     'torch/csrc/utils/**/*.cpp',
 ]
 exclude_patterns = [
     # The negative filters below are to exclude files that include onnx_pb.h or
     # caffe2_pb.h, otherwise we'd have to build protos as part of this CI job.
     # FunctionsManual.cpp is excluded to keep this diff clean. It will be fixed
     # in a follow up PR.
     # /torch/csrc/generic/*.cpp is excluded because those files aren't actually built.
     # deploy/interpreter files are excluded due to using macros and other techniquies
     # that are not easily converted to accepted c++
     'torch/csrc/jit/passes/onnx/helper.cpp',
     'torch/csrc/jit/passes/onnx/shape_type_inference.cpp',
     'torch/csrc/jit/serialization/onnx.cpp',
     'torch/csrc/jit/serialization/export.cpp',
     'torch/csrc/jit/serialization/import.cpp',
     'torch/csrc/jit/serialization/import_legacy.cpp',
     'torch/csrc/onnx/init.cpp',
     'torch/csrc/cuda/nccl.*',
     'torch/csrc/cuda/python_nccl.cpp',
     'torch/csrc/autograd/FunctionsManual.cpp',
     'torch/csrc/generic/*.cpp',
     'torch/csrc/jit/codegen/cuda/runtime/*',
     'torch/csrc/deploy/interactive_embedded_interpreter.cpp',
     'torch/csrc/deploy/interpreter/**',
     'torch/csrc/deploy/test_deploy_python_ext.cpp',
     'torch/csrc/deploy/test_deploy_missing_interpreter.cpp',
     'torch/csrc/deploy/test_deploy_gpu.cpp',
     'torch/csrc/utils/disable_torch_function.cpp',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/s3_init.py',
     '--config-json=tools/linter/adapters/s3_init_config.json',
     '--linter=clang-tidy',
     '--dry-run={{DRYRUN}}',
     '--output-dir=.lintbin',
     '--output-name=clang-tidy',
 ]
 command = [
     'python3',
     'tools/linter/adapters/clangtidy_linter.py',
     '--binary=.lintbin/clang-tidy',
     '--build_dir=./build',
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'TYPEIGNORE'
 include_patterns = ['**/*.py', '**/*.pyi']
 exclude_patterns = [
     'test/test_jit.py',
     # See NOTE: [Impending functorch move]
     'functorch/**',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=# type:\s*ignore([^\[]|$)',
     '--linter-name=TYPEIGNORE',
     '--error-name=unqualified type: ignore',
     """--error-description=\
         This line has an unqualified `type: ignore`; \
         please convert it to `type: ignore[xxxx]`\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'NOQA'
 include_patterns = ['**/*.py', '**/*.pyi']
 exclude_patterns = ['caffe2/**']
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=# noqa([^:]|$)',
     '--linter-name=NOQA',
     '--error-name=unqualified noqa',
     """--error-description=\
         This line has an unqualified `noqa`; \
         please convert it to `noqa: XXXX`\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'CIRCLECI'
 include_patterns=['.circleci/**']
 command = [
     'python3',
     'tools/linter/adapters/circleci_linter.py',
     '--regen-script-working-dir=.circleci',
     '--config-yml=.circleci/config.yml',
     '--regen-script=generate_config_yml.py',
 ]

 [[linter]]
 code = 'NATIVEFUNCTIONS'
 include_patterns=['aten/src/ATen/native/native_functions.yaml']
 command = [
     'python3',
     'tools/linter/adapters/nativefunctions_linter.py',
     '--native-functions-yml=aten/src/ATen/native/native_functions.yaml',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'ruamel.yaml==0.17.4',
 ]
 is_formatter = true

 [[linter]]
 code = 'NEWLINE'
 include_patterns=['**']
 exclude_patterns=[
     '**/contrib/**',
     'third_party/**',
     '**/*.expect',
     '**/*.ipynb',
     '**/*.ptl',
     'tools/clang_format_hash/**',
     'test/cpp/jit/upgrader_models/*.ptl',
     'test/cpp/jit/upgrader_models/*.ptl.ff',
     # See NOTE: [Impending functorch move]
     'functorch/**',
 ]
 command = [
     'python3',
     'tools/linter/adapters/newlines_linter.py',
     '--',
     '@{{PATHSFILE}}',
 ]
 is_formatter = true

 [[linter]]
 code = 'SPACES'
 include_patterns = ['**']
 exclude_patterns = [
     '**/contrib/**',
     '**/*.diff',
     'third_party/**',
     'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
     'test/cpp/jit/upgrader_models/*.ptl',
     'test/cpp/jit/upgrader_models/*.ptl.ff',
     # See NOTE: [Impending functorch move]
     'functorch/**',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=[[:blank:]]$',
     '--linter-name=SPACES',
     '--error-name=trailing spaces',
     '--replace-pattern=s/[[:blank:]]+$//',
     """--error-description=\
         This line has trailing spaces; please remove them.\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'TABS'
 include_patterns = ['**']
 exclude_patterns = [
     '**/*.svg',
     '**/*Makefile',
     '**/contrib/**',
     'third_party/**',
     '**/.gitattributes',
     '**/.gitmodules',
     'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
     'test/cpp/jit/upgrader_models/*.ptl',
     'test/cpp/jit/upgrader_models/*.ptl.ff',
     '.lintrunner.toml',
     # See NOTE: [Impending functorch move]
     'functorch/**',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     # @lint-ignore TXT2
     '--pattern=	',
     '--linter-name=TABS',
     '--error-name=saw some tabs',
     '--replace-pattern=s/\t/    /',
     """--error-description=\
         This line has tabs; please replace them with spaces.\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'INCLUDE'
 include_patterns = [
     'c10/**',
     'aten/**',
     'torch/csrc/**',
 ]
 exclude_patterns = [
     'aten/src/ATen/native/quantized/cpu/qnnpack/**',
     'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
     'torch/csrc/jit/serialization/mobile_bytecode_generated.h',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=#include "',
     '--linter-name=INCLUDE',
     '--error-name=quoted include',
     '--replace-pattern=s/#include "(.*)"$/#include <\1>/',
     """--error-description=\
         This #include uses quotes; please convert it to #include <xxxx>\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'PYPIDEP'
 include_patterns = ['.github/**']
 exclude_patterns = [
     '**/*.rst',
     '**/*.py',
     '**/*.md',
     '**/*.diff',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     """--pattern=\
     (pip|pip3|python -m pip|python3 -m pip|python3 -mpip|python -mpip) \
     install ([a-zA-Z0-9][A-Za-z0-9\\._\\-]+)([^/=<>~!]+)[A-Za-z0-9\\._\\-\\*\\+\\!]*$\
     """,
     '--linter-name=PYPIDEP',
     '--error-name=unpinned PyPI install',
     """--error-description=\
         This line has unpinned PyPi installs; \
         please pin them to a specific version: e.g. 'thepackage==1.2'\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'EXEC'
 include_patterns = ['**']
 exclude_patterns = [
     'third_party/**',
     'torch/bin/**',
     '**/*.so',
     '**/*.py',
     '**/*.sh',
     '**/*.bash',
     '**/git-pre-commit',
     '**/git-clang-format',
     '**/gradlew',
     # See NOTE: [Impending functorch move]
     'functorch/**',
 ]
 command = [
     'python3',
     'tools/linter/adapters/exec_linter.py',
     '--',
     '@{{PATHSFILE}}',
 ]

 [[linter]]
 code = 'CUBINCLUDE'
 include_patterns = ['aten/**']
 exclude_patterns = [
     'aten/src/ATen/cuda/cub*.cuh',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=#include <cub/',
     '--linter-name=CUBINCLUDE',
     '--error-name=direct cub include',
     """--error-description=\
         This line has a direct cub include; please include \
         ATen/cuda/cub.cuh instead and wrap your cub calls in \
         at::native namespace if necessary.
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'RAWCUDA'
 include_patterns = [
     'aten/**',
     'c10/**',
 ]
 exclude_patterns = [
     'aten/src/ATen/test/**',
     'c10/cuda/CUDAFunctions.h',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=cudaStreamSynchronize',
     '--linter-name=RAWCUDA',
     '--error-name=raw CUDA API usage',
     """--error-description=\
         This line calls raw CUDA APIs directly; please use at::cuda wrappers instead.
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'CMAKE'
 include_patterns = [
     "**/*.cmake",
     "**/*.cmake.in",
     "**/CMakeLists.txt",
 ]
 exclude_patterns = [
     'cmake/Modules/**',
     'cmake/Modules_CUDA_fix/**',
     'cmake/Caffe2Config.cmake.in',
     'aten/src/ATen/ATenConfig.cmake.in',
     'cmake/Caffe2ConfigVersion.cmake.in',
     'cmake/TorchConfig.cmake.in',
     'cmake/TorchConfigVersion.cmake.in',
     'cmake/cmake_uninstall.cmake.i',
 ]
 command = [
     'python3',
     'tools/linter/adapters/cmake_linter.py',
     '--config=.cmakelintrc',
     '--',
     '@{{PATHSFILE}}',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'cmakelint==1.4.1',
 ]

 [[linter]]
 code = 'SHELLCHECK'
 include_patterns = [
     '.jenkins/pytorch/**/*.sh'
 ]
 command = [
     'python3',
     'tools/linter/adapters/shellcheck_linter.py',
     '--',
     '@{{PATHSFILE}}',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'shellcheck-py==0.7.2.1',
 ]

 [[linter]]
 code = 'ACTIONLINT'
 include_patterns = [
     '.github/workflows/*.yml',
     '.github/workflows/*.yaml',
     # actionlint does not support composite actions yet
     # '.github/actions/**/*.yml',
     # '.github/actions/**/*.yaml',
 ]
 command = [
     'python3',
     'tools/linter/adapters/actionlint_linter.py',
     '--binary=.lintbin/actionlint',
     '--',
     '@{{PATHSFILE}}',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/s3_init.py',
     '--config-json=tools/linter/adapters/s3_init_config.json',
     '--linter=actionlint',
     '--dry-run={{DRYRUN}}',
     '--output-dir=.lintbin',
     '--output-name=actionlint',
 ]

 [[linter]]
 code = 'TESTOWNERS'
 include_patterns = [
     'test/**/test_*.py',
     'test/**/*_test.py',
 ]
 exclude_patterns = [
     'test/run_test.py',
 ]
 command = [
     'python3',
     'tools/linter/adapters/testowners_linter.py',
     '--',
     '@{{PATHSFILE}}',
 ]

 [[linter]]
 code = 'BLACK'
 include_patterns = [
     'torchgen/**/*.py',
     'tools/**/*.py',
     'torch/package/**/*.py',
     'torch/onnx/**/*.py',
     'torch/_refs/**/*.py',
     'torch/_prims/**/*.py',
     'torch/_meta_registrations.py',
     'torch/_decomp/**/*.py',
     'test/onnx/**/*.py',
 ]
 exclude_patterns = [
     'tools/gen_vulkan_spv.py',
 ]
 command = [
     'python3',
     'tools/linter/adapters/black_linter.py',
     '--',
     '@{{PATHSFILE}}'
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     '--no-binary',
     'black==22.3.0',
 ]
 is_formatter = true

 [[linter]]
 code = 'CALL_ONCE'
 include_patterns = [
     'c10/**',
     'aten/**',
     'torch/csrc/**',
 ]
 exclude_patterns = [
     'c10/util/CallOnce.h',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=std::call_once',
     '--linter-name=CALL_ONCE',
     '--error-name=invalid call_once',
     '--replace-pattern=s/std::call_once/c10::call_once/',
     """--error-description=\
         Use of std::call_once is forbidden and should be replaced with c10::call_once\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'ONCE_FLAG'
 include_patterns = [
     'c10/**',
     'aten/**',
     'torch/csrc/**',
 ]
 command = [
     'python3',
     'tools/linter/adapters/grep_linter.py',
     '--pattern=std::once_flag',
     '--linter-name=ONCE_FLAG',
     '--error-name=invalid once_flag',
     '--replace-pattern=s/std::once_flag/c10::once_flag/',
     """--error-description=\
         Use of std::once_flag is forbidden and should be replaced with c10::once_flag\
     """,
     '--',
     '@{{PATHSFILE}}'
 ]

 [[linter]]
 code = 'WORKFLOWSYNC'
 include_patterns = [
     '.github/workflows/pull.yml',
     '.github/workflows/trunk.yml',
     '.github/workflows/periodic.yml',
 ]
 command = [
     'python3',
     'tools/linter/adapters/workflow_consistency_linter.py',
     '--',
     '@{{PATHSFILE}}'
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'PyYAML==6.0',
 ]

 # This also provides the same functionality as BLACK formatter. Just to be
 # on the safe side, we will run both BLACK and UFMT for a while to make sure
 # that nothing breaks before removing the former
 [[linter]]
 code = 'UFMT'
 # This is a big bang change to reformat every python files in the repo,
 # so it's arguably safer to gradually reformat them in subsequent PR.
 # After that, we can use **/*.py to apply the formatter to all entries
 # currently enforced by BLACK linter
 include_patterns = [
     'test/onnx/**/*.py',
     'tools/**/*.py',
     'torchgen/**/*.py',
 ]
 command = [
     'python3',
     'tools/linter/adapters/ufmt_linter.py',
     '--',
     '@{{PATHSFILE}}'
 ]
 exclude_patterns = [
     'tools/gen_vulkan_spv.py',
 ]
 init_command = [
     'python3',
     'tools/linter/adapters/pip_init.py',
     '--dry-run={{DRYRUN}}',
     'black==22.3.0',
     'ufmt==1.3.3',
     'usort==1.0.2',
 ]
 is_formatter = true
	[[linter]]
	code = 'FLAKE8'
	include_patterns = ['*/.py']
	exclude_patterns = [
	'.git/**',
	'build_test_custom_build/**',
	'build/**',
	'caffe2/**',
	'docs/caffe2/**',
	'docs/cpp/src/**',
	'docs/src/**',
	# NOTE: [Impending functorch move]
	# In preparation for the functorch -> pytorch merge,
	# we are adding the following excludes so that functorch passes
	# lint when it gets merged in. Please don't delete.
	'functorch/**',
	'scripts/**',
	'test/generated_type_hints_smoketest.py',
	'third_party/**',
	'torch/include/**',
	'torch/lib/**',
	'venv/**',
	'*/.pyi',
	'tools/test/test_selective_build.py',
	]
	command = [
	'python3',
	'tools/linter/adapters/flake8_linter.py',
	'--',
	'@{{PATHSFILE}}'
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'flake8==3.8.2',
	'flake8-bugbear==20.1.4',
	'flake8-comprehensions==3.3.0',
	'flake8-executable==2.0.4',
	'flake8-pyi==20.5.0',
	'mccabe==0.6.1',
	'pycodestyle==2.6.0',
	'pyflakes==2.2.0',
	]


	[[linter]]
	code = 'CLANGFORMAT'
	include_patterns = [
	'aten/src/ATen/*.h',
	'aten/src/ATen/native/vulkan/*/.h',
	'aten/src/ATen/native/vulkan/*/.cpp',
	'c10/*/.h',
	'c10/*/.cpp',
	'torch/csrc/*/.h',
	'torch/csrc/*/.cpp',
	'test/cpp/*/.h',
	'test/cpp/*/.cpp',
	]
	exclude_patterns = [
	'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
	'c10/util/strong_type.h',
	'torch/csrc/jit/serialization/mobile_bytecode_generated.h',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/s3_init.py',
	'--config-json=tools/linter/adapters/s3_init_config.json',
	'--linter=clang-format',
	'--dry-run={{DRYRUN}}',
	'--output-dir=.lintbin',
	'--output-name=clang-format',
	]
	command = [
	'python3',
	'tools/linter/adapters/clangformat_linter.py',
	'--binary=.lintbin/clang-format',
	'--',
	'@{{PATHSFILE}}'
	]
	is_formatter = true

	[[linter]]
	code = 'MYPY'
	include_patterns = [
	'torch/*/.py',
	'torch/*/.pyi',
	'caffe2/*/.py',
	'caffe2/*/.pyi',
	'test/test_bundled_images.py',
	'test/test_bundled_inputs.py',
	'test/test_complex.py',
	'test/test_datapipe.py',
	'test/test_futures.py',
	# 'test/test_numpy_interop.py',
	'test/test_torch.py',
	'test/test_type_hints.py',
	'test/test_type_info.py',
	'test/test_utils.py',
	]
	exclude_patterns = [
	'torch/include/**',
	'torch/csrc/**',
	'torch/distributed/elastic/agent/server/api.py',
	'torch/testing/_internal/**',
	'torch/distributed/fsdp/fully_sharded_data_parallel.py',
	# TODO(suo): these exclusions were added just to get lint clean on master.
	# Follow up to do more target suppressions and remove them.
	'torch/distributed/fsdp/flatten_params_wrapper.py',
	'torch/ao/quantization/fx/convert.py',
	'torch/ao/quantization/_dbr/function_fusion.py',
	'test/test_datapipe.py',
	'caffe2/contrib/fakelowp/test/test_batchmatmul_nnpi_fp16.py',
	'test/test_numpy_interop.py',
	'torch/torch_version.py',
	]
	command = [
	'python3',
	'tools/linter/adapters/mypy_linter.py',
	'--config=mypy.ini',
	'--',
	'@{{PATHSFILE}}'
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'numpy==1.21.6',
	'expecttest==0.1.3',
	'mypy==0.960',
	'types-requests==2.27.25',
	'types-six==1.16.15',
	'types-PyYAML==6.0.7',
	'types-tabulate==0.8.8',
	'types-protobuf==3.19.18',
	'types-pkg-resources==0.1.3',
	'types-Jinja2==2.11.9',
	'junitparser==2.1.1',
	'rich==10.9.0',
	'pyyaml==6.0',
	]

	[[linter]]
	code = 'MYPYSTRICT'
	include_patterns = [
	'.github/*/.py',
	'benchmarks/instruction_counts/*/.py',
	'tools/*/.py',
	'torch/utils/_pytree.py',
	'torch/utils/benchmark/utils/common.py',
	'torch/utils/benchmark/utils/timer.py',
	'torch/utils/benchmark/utils/valgrind_wrapper/*/.py',
	]
	exclude_patterns = [
	# (linbinyu) copied from internal repo
	'tools/code_analyzer/gen_operators_yaml.py',
	'tools/gen_vulkan_spv.py',
	'tools/test/gen_operators_yaml_test.py',
	'tools/test/gen_oplist_test.py',
	'tools/test/test_selective_build.py',
	]
	command = [
	'python3',
	'tools/linter/adapters/mypy_linter.py',
	'--config=mypy-strict.ini',
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'CLANGTIDY'
	include_patterns = [
	'torch/csrc/deploy/*/.cpp',
	'torch/csrc/fx/*/.cpp',
	'torch/csrc/generic/*/.cpp',
	'torch/csrc/onnx/*/.cpp',
	'torch/csrc/tensor/*/.cpp',
	'torch/csrc/utils/*/.cpp',
	]
	exclude_patterns = [
	# The negative filters below are to exclude files that include onnx_pb.h or
	# caffe2_pb.h, otherwise we'd have to build protos as part of this CI job.
	# FunctionsManual.cpp is excluded to keep this diff clean. It will be fixed
	# in a follow up PR.
	# /torch/csrc/generic/*.cpp is excluded because those files aren't actually built.
	# deploy/interpreter files are excluded due to using macros and other techniquies
	# that are not easily converted to accepted c++
	'torch/csrc/jit/passes/onnx/helper.cpp',
	'torch/csrc/jit/passes/onnx/shape_type_inference.cpp',
	'torch/csrc/jit/serialization/onnx.cpp',
	'torch/csrc/jit/serialization/export.cpp',
	'torch/csrc/jit/serialization/import.cpp',
	'torch/csrc/jit/serialization/import_legacy.cpp',
	'torch/csrc/onnx/init.cpp',
	'torch/csrc/cuda/nccl.*',
	'torch/csrc/cuda/python_nccl.cpp',
	'torch/csrc/autograd/FunctionsManual.cpp',
	'torch/csrc/generic/*.cpp',
	'torch/csrc/jit/codegen/cuda/runtime/*',
	'torch/csrc/deploy/interactive_embedded_interpreter.cpp',
	'torch/csrc/deploy/interpreter/**',
	'torch/csrc/deploy/test_deploy_python_ext.cpp',
	'torch/csrc/deploy/test_deploy_missing_interpreter.cpp',
	'torch/csrc/deploy/test_deploy_gpu.cpp',
	'torch/csrc/utils/disable_torch_function.cpp',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/s3_init.py',
	'--config-json=tools/linter/adapters/s3_init_config.json',
	'--linter=clang-tidy',
	'--dry-run={{DRYRUN}}',
	'--output-dir=.lintbin',
	'--output-name=clang-tidy',
	]
	command = [
	'python3',
	'tools/linter/adapters/clangtidy_linter.py',
	'--binary=.lintbin/clang-tidy',
	'--build_dir=./build',
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'TYPEIGNORE'
	include_patterns = ['*/.py', '*/.pyi']
	exclude_patterns = [
	'test/test_jit.py',
	# See NOTE: [Impending functorch move]
	'functorch/**',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=# type:\s*ignore([^\[]\|$)',
	'--linter-name=TYPEIGNORE',
	'--error-name=unqualified type: ignore',
	"""--error-description=\
	This line has an unqualified `type: ignore`; \
	please convert it to `type: ignore[xxxx]`\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'NOQA'
	include_patterns = ['*/.py', '*/.pyi']
	exclude_patterns = ['caffe2/**']
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=# noqa([^:]\|$)',
	'--linter-name=NOQA',
	'--error-name=unqualified noqa',
	"""--error-description=\
	This line has an unqualified `noqa`; \
	please convert it to `noqa: XXXX`\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'CIRCLECI'
	include_patterns=['.circleci/**']
	command = [
	'python3',
	'tools/linter/adapters/circleci_linter.py',
	'--regen-script-working-dir=.circleci',
	'--config-yml=.circleci/config.yml',
	'--regen-script=generate_config_yml.py',
	]

	[[linter]]
	code = 'NATIVEFUNCTIONS'
	include_patterns=['aten/src/ATen/native/native_functions.yaml']
	command = [
	'python3',
	'tools/linter/adapters/nativefunctions_linter.py',
	'--native-functions-yml=aten/src/ATen/native/native_functions.yaml',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'ruamel.yaml==0.17.4',
	]
	is_formatter = true

	[[linter]]
	code = 'NEWLINE'
	include_patterns=['**']
	exclude_patterns=[
	'/contrib/',
	'third_party/**',
	'*/.expect',
	'*/.ipynb',
	'*/.ptl',
	'tools/clang_format_hash/**',
	'test/cpp/jit/upgrader_models/*.ptl',
	'test/cpp/jit/upgrader_models/*.ptl.ff',
	# See NOTE: [Impending functorch move]
	'functorch/**',
	]
	command = [
	'python3',
	'tools/linter/adapters/newlines_linter.py',
	'--',
	'@{{PATHSFILE}}',
	]
	is_formatter = true

	[[linter]]
	code = 'SPACES'
	include_patterns = ['**']
	exclude_patterns = [
	'/contrib/',
	'*/.diff',
	'third_party/**',
	'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
	'test/cpp/jit/upgrader_models/*.ptl',
	'test/cpp/jit/upgrader_models/*.ptl.ff',
	# See NOTE: [Impending functorch move]
	'functorch/**',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=[[:blank:]]$',
	'--linter-name=SPACES',
	'--error-name=trailing spaces',
	'--replace-pattern=s/[[:blank:]]+$//',
	"""--error-description=\
	This line has trailing spaces; please remove them.\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'TABS'
	include_patterns = ['**']
	exclude_patterns = [
	'*/.svg',
	'*/Makefile',
	'/contrib/',
	'third_party/**',
	'**/.gitattributes',
	'**/.gitmodules',
	'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
	'test/cpp/jit/upgrader_models/*.ptl',
	'test/cpp/jit/upgrader_models/*.ptl.ff',
	'.lintrunner.toml',
	# See NOTE: [Impending functorch move]
	'functorch/**',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	# @lint-ignore TXT2
	'--pattern= ',
	'--linter-name=TABS',
	'--error-name=saw some tabs',
	'--replace-pattern=s/\t/ /',
	"""--error-description=\
	This line has tabs; please replace them with spaces.\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'INCLUDE'
	include_patterns = [
	'c10/**',
	'aten/**',
	'torch/csrc/**',
	]
	exclude_patterns = [
	'aten/src/ATen/native/quantized/cpu/qnnpack/**',
	'aten/src/ATen/native/vulkan/api/vk_mem_alloc.h',
	'torch/csrc/jit/serialization/mobile_bytecode_generated.h',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=#include "',
	'--linter-name=INCLUDE',
	'--error-name=quoted include',
	'--replace-pattern=s/#include "(.*)"$/#include <\1>/',
	"""--error-description=\
	This #include uses quotes; please convert it to #include <xxxx>\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'PYPIDEP'
	include_patterns = ['.github/**']
	exclude_patterns = [
	'*/.rst',
	'*/.py',
	'*/.md',
	'*/.diff',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	"""--pattern=\
	(pip\|pip3\|python -m pip\|python3 -m pip\|python3 -mpip\|python -mpip) \
	install ([a-zA-Z0-9][A-Za-z0-9\\._\\-]+)([^/=<>~!]+)[A-Za-z0-9\\._\\-\\\\+\\!]$\
	""",
	'--linter-name=PYPIDEP',
	'--error-name=unpinned PyPI install',
	"""--error-description=\
	This line has unpinned PyPi installs; \
	please pin them to a specific version: e.g. 'thepackage==1.2'\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'EXEC'
	include_patterns = ['**']
	exclude_patterns = [
	'third_party/**',
	'torch/bin/**',
	'*/.so',
	'*/.py',
	'*/.sh',
	'*/.bash',
	'**/git-pre-commit',
	'**/git-clang-format',
	'**/gradlew',
	# See NOTE: [Impending functorch move]
	'functorch/**',
	]
	command = [
	'python3',
	'tools/linter/adapters/exec_linter.py',
	'--',
	'@{{PATHSFILE}}',
	]

	[[linter]]
	code = 'CUBINCLUDE'
	include_patterns = ['aten/**']
	exclude_patterns = [
	'aten/src/ATen/cuda/cub*.cuh',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=#include <cub/',
	'--linter-name=CUBINCLUDE',
	'--error-name=direct cub include',
	"""--error-description=\
	This line has a direct cub include; please include \
	ATen/cuda/cub.cuh instead and wrap your cub calls in \
	at::native namespace if necessary.
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'RAWCUDA'
	include_patterns = [
	'aten/**',
	'c10/**',
	]
	exclude_patterns = [
	'aten/src/ATen/test/**',
	'c10/cuda/CUDAFunctions.h',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=cudaStreamSynchronize',
	'--linter-name=RAWCUDA',
	'--error-name=raw CUDA API usage',
	"""--error-description=\
	This line calls raw CUDA APIs directly; please use at::cuda wrappers instead.
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'CMAKE'
	include_patterns = [
	"*/.cmake",
	"*/.cmake.in",
	"**/CMakeLists.txt",
	]
	exclude_patterns = [
	'cmake/Modules/**',
	'cmake/Modules_CUDA_fix/**',
	'cmake/Caffe2Config.cmake.in',
	'aten/src/ATen/ATenConfig.cmake.in',
	'cmake/Caffe2ConfigVersion.cmake.in',
	'cmake/TorchConfig.cmake.in',
	'cmake/TorchConfigVersion.cmake.in',
	'cmake/cmake_uninstall.cmake.i',
	]
	command = [
	'python3',
	'tools/linter/adapters/cmake_linter.py',
	'--config=.cmakelintrc',
	'--',
	'@{{PATHSFILE}}',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'cmakelint==1.4.1',
	]

	[[linter]]
	code = 'SHELLCHECK'
	include_patterns = [
	'.jenkins/pytorch/*/.sh'
	]
	command = [
	'python3',
	'tools/linter/adapters/shellcheck_linter.py',
	'--',
	'@{{PATHSFILE}}',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'shellcheck-py==0.7.2.1',
	]

	[[linter]]
	code = 'ACTIONLINT'
	include_patterns = [
	'.github/workflows/*.yml',
	'.github/workflows/*.yaml',
	# actionlint does not support composite actions yet
	# '.github/actions/*/.yml',
	# '.github/actions/*/.yaml',
	]
	command = [
	'python3',
	'tools/linter/adapters/actionlint_linter.py',
	'--binary=.lintbin/actionlint',
	'--',
	'@{{PATHSFILE}}',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/s3_init.py',
	'--config-json=tools/linter/adapters/s3_init_config.json',
	'--linter=actionlint',
	'--dry-run={{DRYRUN}}',
	'--output-dir=.lintbin',
	'--output-name=actionlint',
	]

	[[linter]]
	code = 'TESTOWNERS'
	include_patterns = [
	'test/*/test_.py',
	'test/*/_test.py',
	]
	exclude_patterns = [
	'test/run_test.py',
	]
	command = [
	'python3',
	'tools/linter/adapters/testowners_linter.py',
	'--',
	'@{{PATHSFILE}}',
	]

	[[linter]]
	code = 'BLACK'
	include_patterns = [
	'torchgen/*/.py',
	'tools/*/.py',
	'torch/package/*/.py',
	'torch/onnx/*/.py',
	'torch/_refs/*/.py',
	'torch/_prims/*/.py',
	'torch/_meta_registrations.py',
	'torch/_decomp/*/.py',
	'test/onnx/*/.py',
	]
	exclude_patterns = [
	'tools/gen_vulkan_spv.py',
	]
	command = [
	'python3',
	'tools/linter/adapters/black_linter.py',
	'--',
	'@{{PATHSFILE}}'
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'--no-binary',
	'black==22.3.0',
	]
	is_formatter = true

	[[linter]]
	code = 'CALL_ONCE'
	include_patterns = [
	'c10/**',
	'aten/**',
	'torch/csrc/**',
	]
	exclude_patterns = [
	'c10/util/CallOnce.h',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=std::call_once',
	'--linter-name=CALL_ONCE',
	'--error-name=invalid call_once',
	'--replace-pattern=s/std::call_once/c10::call_once/',
	"""--error-description=\
	Use of std::call_once is forbidden and should be replaced with c10::call_once\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'ONCE_FLAG'
	include_patterns = [
	'c10/**',
	'aten/**',
	'torch/csrc/**',
	]
	command = [
	'python3',
	'tools/linter/adapters/grep_linter.py',
	'--pattern=std::once_flag',
	'--linter-name=ONCE_FLAG',
	'--error-name=invalid once_flag',
	'--replace-pattern=s/std::once_flag/c10::once_flag/',
	"""--error-description=\
	Use of std::once_flag is forbidden and should be replaced with c10::once_flag\
	""",
	'--',
	'@{{PATHSFILE}}'
	]

	[[linter]]
	code = 'WORKFLOWSYNC'
	include_patterns = [
	'.github/workflows/pull.yml',
	'.github/workflows/trunk.yml',
	'.github/workflows/periodic.yml',
	]
	command = [
	'python3',
	'tools/linter/adapters/workflow_consistency_linter.py',
	'--',
	'@{{PATHSFILE}}'
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'PyYAML==6.0',
	]

	# This also provides the same functionality as BLACK formatter. Just to be
	# on the safe side, we will run both BLACK and UFMT for a while to make sure
	# that nothing breaks before removing the former
	[[linter]]
	code = 'UFMT'
	# This is a big bang change to reformat every python files in the repo,
	# so it's arguably safer to gradually reformat them in subsequent PR.
	# After that, we can use */.py to apply the formatter to all entries
	# currently enforced by BLACK linter
	include_patterns = [
	'test/onnx/*/.py',
	'tools/*/.py',
	'torchgen/*/.py',
	]
	command = [
	'python3',
	'tools/linter/adapters/ufmt_linter.py',
	'--',
	'@{{PATHSFILE}}'
	]
	exclude_patterns = [
	'tools/gen_vulkan_spv.py',
	]
	init_command = [
	'python3',
	'tools/linter/adapters/pip_init.py',
	'--dry-run={{DRYRUN}}',
	'black==22.3.0',
	'ufmt==1.3.3',
	'usort==1.0.2',
	]
	is_formatter = true