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chore: import upstream snapshot with attribution
2026-07-13 12:14:16 +08:00

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# Tests of TensorFlow kernels written using the Python API.
load("@xla//third_party/rules_python/python:py_library.bzl", "py_library")
load("//tensorflow:tensorflow.default.bzl", "cuda_py_strict_test", "tf_py_strict_test")
package(
# copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
default_visibility = ["//tensorflow:internal"],
licenses = ["notice"],
)
# CPU only tests should use tf_py_test, GPU tests use cuda_py_test
# Please avoid the py_tests and cuda_py_tests (plural) while we
# fix the shared/overbroad dependencies.
tf_py_strict_test(
name = "candidate_sampler_ops_test",
size = "small",
srcs = ["candidate_sampler_ops_test.py"],
deps = [
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:candidate_sampling_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/platform:client_testlib",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "multinomial_op_big_test",
size = "medium",
srcs = ["multinomial_op_big_test.py"],
shard_count = 3,
deps = [
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/platform:client_testlib",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "multinomial_op_test",
size = "small",
srcs = ["multinomial_op_test.py"],
deps = [
"//tensorflow/core:protos_all_py",
"//tensorflow/python/client:session",
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/platform:client_testlib",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "parameterized_truncated_normal_op_test",
size = "medium",
srcs = ["parameterized_truncated_normal_op_test.py"],
deps = [
"//tensorflow/core:protos_all_py",
"//tensorflow/python/client:session",
"//tensorflow/python/eager:backprop",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:control_flow_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:stateless_random_ops",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/platform:tf_logging",
"//third_party/py/numpy",
],
)
# TODO(b/130359919): Reenable test when it becomes stable
tf_py_strict_test(
name = "random_binomial_test",
size = "medium",
srcs = ["random_binomial_test.py"],
shard_count = 3,
tags = ["no_oss"],
deps = [
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:stateful_random_ops",
"//tensorflow/python/ops:stateless_random_ops",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/platform:tf_logging",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "random_crop_test",
size = "small",
srcs = ["random_crop_test.py"],
xla_tags = [
"no_cuda_asan", # times out
],
deps = [
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:random_crop_ops",
"//tensorflow/python/platform:client_testlib",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "random_gamma_test",
size = "medium",
srcs = ["random_gamma_test.py"],
shard_count = 4,
tags = [
"no_windows", # TODO(b/218876472)
"nozapfhahn",
],
xla_tags = [
"no_cuda_asan", # times out
"nomsan", # b/216320808
],
deps = [
":util",
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/platform:tf_logging",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "random_grad_test",
size = "small",
srcs = ["random_grad_test.py"],
xla_tags = [
"no_cuda_asan", # times out
],
deps = [
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:gradients_impl",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_grad",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:stateless_random_ops_v2_gen",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/platform:tf_logging",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "random_ops_test",
size = "medium",
srcs = ["random_ops_test.py"],
deps = [
"//tensorflow/python/eager:context",
"//tensorflow/python/framework:config",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:random_ops_gen",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:client_testlib",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "random_poisson_test",
size = "medium",
srcs = ["random_poisson_test.py"],
deps = [
":util",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/platform:tf_logging",
"//third_party/py/numpy",
],
)
tf_py_strict_test(
name = "random_shuffle_queue_test",
size = "medium",
srcs = ["random_shuffle_queue_test.py"],
tags = [
"no_cuda_on_cpu_tap", # TODO(b/171060960) flakyly broken assertions
],
deps = [
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:data_flow_ops",
"//tensorflow/python/platform:client_testlib",
"//tensorflow/python/platform:tf_logging",
"//third_party/py/numpy",
],
)
cuda_py_strict_test(
name = "stateless_random_ops_test",
size = "medium",
srcs = ["stateless_random_ops_test.py"],
shard_count = 10,
xla_tags = [
"no_cuda_asan", # times-out
],
deps = [
"//tensorflow/python/compat",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/framework:config",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:ops",
"//tensorflow/python/framework:random_seed",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:array_ops_stack",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_ops",
"//tensorflow/python/ops:stateless_random_ops",
"//tensorflow/python/ops:stateless_random_ops_v2_gen",
"//tensorflow/python/platform:client_testlib",
"//third_party/py/numpy",
"@absl_py//absl/testing:parameterized",
],
)
cuda_py_strict_test(
name = "stateful_random_ops_test",
size = "medium",
srcs = ["stateful_random_ops_test.py"],
xla_enable_strict_auto_jit = False,
xla_enabled = True,
deps = [
":util",
"//tensorflow/python/checkpoint",
"//tensorflow/python/eager:context",
"//tensorflow/python/eager:def_function",
"//tensorflow/python/framework:config",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:errors",
"//tensorflow/python/framework:for_generated_wrappers",
"//tensorflow/python/framework:test_lib",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:logging_ops",
"//tensorflow/python/ops:random_ops_gen",
"//tensorflow/python/ops:random_ops_util",
"//tensorflow/python/ops:stateful_random_ops",
"//tensorflow/python/ops:stateful_random_ops_gen",
"//tensorflow/python/ops:variables",
"//tensorflow/python/platform:client_testlib",
"@absl_py//absl/testing:parameterized",
],
)
tf_py_strict_test(
name = "random_index_shuffle_test",
srcs = ["random_index_shuffle_test.py"],
shard_count = 10,
deps = [
"//tensorflow/python/eager:def_function",
"//tensorflow/python/framework:constant_op",
"//tensorflow/python/framework:dtypes",
"//tensorflow/python/framework:errors",
"//tensorflow/python/ops:array_ops",
"//tensorflow/python/ops:math_ops",
"//tensorflow/python/ops:random_index_shuffle_ops_gen",
"//tensorflow/python/ops:stateless_random_ops",
"//tensorflow/python/platform:client_testlib",
"@absl_py//absl/testing:parameterized",
],
)
py_library(
name = "util",
srcs = ["util.py"],
strict_deps = True,
deps = [
"//tensorflow/python/ops/distributions:special_math",
"//third_party/py/numpy",
],
)
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