chore: import upstream snapshot with attribution

tensorflow/python/kernel_tests/random/BUILD

@@ -0,0 +1,323 @@
+# 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",
+    ],
+)