chore: import upstream snapshot with attribution

tensorflow/python/data/experimental/benchmarks/BUILD

@@ -0,0 +1,150 @@
+load("@xla//third_party/rules_python/python:py_binary.bzl", "py_binary")
+load(
+    "//tensorflow/tools/test:performance.bzl",
+    "tf_py_benchmark_test",
+)
+
+package(
+    # copybara:uncomment default_applicable_licenses = ["//tensorflow:license"],
+    default_visibility = ["//tensorflow:internal"],
+    licenses = ["notice"],
+)
+
+py_binary(
+    name = "autotune_benchmark_binary",
+    srcs = ["autotune_benchmark.py"],
+    main = "autotune_benchmark.py",
+    strict_deps = True,
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/data/ops:options",
+        "//tensorflow/python/ops:math_ops",
+        "//third_party/py/numpy",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "autotune_benchmark",
+    srcs = ["autotune_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/data/ops:options",
+        "//tensorflow/python/ops:math_ops",
+        "//third_party/py/numpy",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "parameter_value_benchmark",
+    srcs = ["parameter_value_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:testing",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/ops:math_ops",
+        "//tensorflow/python/ops:script_ops",
+        "//third_party/py/numpy",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "csv_dataset_benchmark",
+    srcs = ["csv_dataset_benchmark.py"],
+    tags = ["no_pip"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:readers",
+        "//tensorflow/python/data/ops:readers",
+        "//tensorflow/python/ops:parsing_ops",
+        "//tensorflow/python/platform:gfile",
+        "//tensorflow/python/platform:test",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "map_and_batch_benchmark",
+    srcs = ["map_and_batch_benchmark.py"],
+    deps = [
+        "//tensorflow/core:protos_all_py",
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:batching",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/data/ops:options",
+        "//tensorflow/python/framework:constant_op",
+        "//tensorflow/python/ops:math_ops",
+        "//tensorflow/python/ops:random_ops",
+        "//third_party/py/numpy",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "map_defun_benchmark",
+    srcs = ["map_defun_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:map_defun",
+        "//tensorflow/python/eager:def_function",
+        "//tensorflow/python/framework:dtypes",
+        "//tensorflow/python/framework:tensor_spec",
+        "//tensorflow/python/ops:array_ops",
+        "//tensorflow/python/ops:map_fn",
+        "//tensorflow/python/ops:math_ops",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "matching_files_benchmark",
+    size = "small",
+    srcs = ["matching_files_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:matching_files",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "optimize_benchmark",
+    srcs = ["optimize_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/data/ops:options",
+        "//tensorflow/python/ops:math_ops",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "rejection_resample_benchmark",
+    srcs = ["rejection_resample_benchmark.py"],
+    tags = ["no_pip"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:resampling",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/data/ops:options",
+        "//third_party/py/numpy",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "snapshot_dataset_benchmark",
+    srcs = ["snapshot_dataset_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/experimental/ops:snapshot",
+        "//tensorflow/python/data/ops:dataset_ops",
+        "//tensorflow/python/ops:array_ops_gen",
+        "//tensorflow/python/platform:client_testlib",
+    ],
+)
+
+tf_py_benchmark_test(
+    name = "unbatch_benchmark",
+    srcs = ["unbatch_benchmark.py"],
+    deps = [
+        "//tensorflow/python/data/benchmarks:benchmark_base",
+        "//tensorflow/python/data/ops:dataset_ops",
+    ],
+)