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	# This is the PyTorch mypy.ini file (note: don't change this line! -
	# test_run_mypy in test/test_type_hints.py uses this string)

	[mypy]
	plugins = mypy_plugins/check_mypy_version.py

	cache_dir = .mypy_cache/normal
	warn_unused_configs = True
	warn_redundant_casts = True
	show_error_codes = True
	show_column_numbers = True
	check_untyped_defs = True
	follow_imports = silent

	# do not reenable this:
	# https://github.com/pytorch/pytorch/pull/60006#issuecomment-866130657
	warn_unused_ignores = False

	#
	# Note: test/ still has syntax errors so can't be added
	#
	# Typing tests is low priority, but enabling type checking on the
	# untyped test functions (using `--check-untyped-defs`) is still
	# high-value because it helps test the typing.
	#

	files =
	torch,
	caffe2,
	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` is a regex, not a list of paths like `files` (sigh)
	#
	exclude = torch/include/\|torch/csrc/\|torch/distributed/elastic/agent/server/api.py\|torch/testing/_internal

	# Minimum version supported - variable annotations were introduced
	# in Python 3.7
	python_version = 3.7


	#
	# Extension modules without stubs.
	#

	[mypy-torch._C._jit_tree_views]
	ignore_missing_imports = True

	[mypy-torch.for_onnx.onnx]
	ignore_missing_imports = True

	#
	# Files with various errors. Mostly real errors, possibly some false
	# positives as well.
	#

	[mypy-test_torch]
	check_untyped_defs = False

	# Excluded from mypy due to OpInfos being annoying to type
	[mypy-torch.testing._internal.common_methods_invocations.*]
	ignore_errors = True

	[mypy-torch.testing._internal.hypothesis_utils.*]
	ignore_errors = True

	[mypy-torch.testing._internal.common_quantization.*]
	ignore_errors = True

	[mypy-torch.testing._internal.generated.*]
	ignore_errors = True

	[mypy-torch.testing._internal.distributed.*]
	ignore_errors = True

	[mypy-torch.nn.modules.pooling]
	ignore_errors = True

	[mypy-torch.nn.parallel._functions]
	ignore_errors = True

	[mypy-torch._appdirs]
	ignore_errors = True

	[mypy-torch.multiprocessing.pool]
	ignore_errors = True

	[mypy-torch.overrides]
	ignore_errors = True

	#
	# Files with 'type: ignore' comments that are needed if checked with mypy-strict.ini
	#

	[mypy-tools.render_junit]
	warn_unused_ignores = False

	[mypy-tools.generate_torch_version]
	warn_unused_ignores = False

	[mypy-tools.stats.s3_stat_parser]
	warn_unused_ignores = False

	#
	# Adding type annotations to caffe2 is probably not worth the effort
	# only work on this if you have a specific reason for it, otherwise
	# leave these ignores as they are.
	#

	[mypy-caffe2.python.*]
	ignore_errors = True

	[mypy-caffe2.proto.*]
	ignore_errors = True

	[mypy-caffe2.core.nomnigraph.op_gen]
	ignore_errors = True

	[mypy-caffe2.contrib.playground.*]
	ignore_errors = True

	[mypy-caffe2.contrib.gloo.gloo_test]
	ignore_errors = True

	[mypy-caffe2.contrib.warpctc.ctc_ops_test]
	ignore_errors = True

	[mypy-caffe2.contrib.prof.cuda_profile_ops_test]
	ignore_errors = True

	[mypy-caffe2.contrib.nccl.nccl_ops_test]
	ignore_errors = True

	[mypy-caffe2.distributed.store_ops_test_util]
	ignore_errors = True

	[mypy-caffe2.experiments.python.device_reduce_sum_bench]
	ignore_errors = True

	[mypy-caffe2.experiments.python.SparseTransformer]
	ignore_errors = True

	[mypy-caffe2.experiments.python.convnet_benchmarks]
	ignore_errors = True

	[mypy-caffe2.contrib.aten.aten_test]
	ignore_errors = True

	[mypy-caffe2.contrib.aten.docs.sample]
	ignore_errors = True

	[mypy-caffe2.contrib.tensorboard.tensorboard_exporter]
	ignore_errors = True

	[mypy-caffe2.contrib.tensorboard.tensorboard_exporter_test]
	ignore_errors = True

	[mypy-caffe2.quantization.server.*]
	ignore_errors = True

	#
	# Third party dependencies that don't have types.
	#

	[mypy-tensorflow.*]
	ignore_missing_imports = True

	[mypy-tensorboard.*]
	ignore_missing_imports = True

	[mypy-onnx.*]
	ignore_missing_imports = True

	[mypy-matplotlib.*]
	ignore_missing_imports = True

	[mypy-numpy.*]
	ignore_missing_imports = True

	[mypy-hypothesis.*]
	ignore_missing_imports = True

	[mypy-tqdm.*]
	ignore_missing_imports = True

	[mypy-multiprocessing.*]
	ignore_missing_imports = True

	[mypy-setuptools.*]
	ignore_missing_imports = True

	[mypy-distutils.*]
	ignore_missing_imports = True

	[mypy-nvd3.*]
	ignore_missing_imports = True

	[mypy-future.utils]
	ignore_missing_imports = True

	[mypy-past.builtins]
	ignore_missing_imports = True

	[mypy-numba.*]
	ignore_missing_imports = True

	[mypy-PIL.*]
	ignore_missing_imports = True

	[mypy-moviepy.*]
	ignore_missing_imports = True

	[mypy-cv2.*]
	ignore_missing_imports = True

	[mypy-torchvision.*]
	ignore_missing_imports = True

	[mypy-pycuda.*]
	ignore_missing_imports = True

	[mypy-tensorrt.*]
	ignore_missing_imports = True

	[mypy-tornado.*]
	ignore_missing_imports = True

	[mypy-pydot.*]
	ignore_missing_imports = True

	[mypy-networkx.*]
	ignore_missing_imports = True

	[mypy-scipy.*]
	ignore_missing_imports = True

	[mypy-IPython.*]
	ignore_missing_imports = True

	[mypy-google.protobuf.textformat]
	ignore_missing_imports = True

	[mypy-lmdb.*]
	ignore_missing_imports = True

	[mypy-mpi4py.*]
	ignore_missing_imports = True

	[mypy-skimage.*]
	ignore_missing_imports = True

	[mypy-librosa.*]
	ignore_missing_imports = True

	[mypy-mypy.*]
	ignore_missing_imports = True

	[mypy-xml.*]
	ignore_missing_imports = True

	[mypy-boto3.*]
	ignore_missing_imports = True

	[mypy-dill.*]
	ignore_missing_imports = True

pytorch / pytorch Public

pytorch/mypy.ini