// verify transpose
  EXPECT_EQ(
      fused_lstm_func_->getAttrOfType<StringAttr>(kTFImplements).getValue(),
      convert.GetCompositeOpName());
  EXPECT_EQ(fused_lstm_func_.getNumArguments(), 5);
  EXPECT_EQ(fused_lstm_func_.getFunctionType().getNumResults(), 1);

  auto transpose_op = fused_lstm_func_.getBody().front().begin();
  transpose_op++;

  EXPECT_EQ(0, TF_ShapeDims(shape_a));

  const TF_SignatureDefParam* param_b = TF_SignatureDefParamListGet(args, 1);
  const TF_TensorSpec* tensor_spec_b = TF_SignatureDefParamTensorSpec(param_b);
  const TF_Shape* shape_b = TF_TensorSpecShape(tensor_spec_b);

  // Input "b" is a scalar, float32 tensor
  EXPECT_EQ("b", std::string(TF_SignatureDefParamName(param_b)));

  auto context = CreateContext();

  EXPECT_EQ(ToBfloat16Type(Float8E4M3FNType::get(context.get())),
            Float8E4M3FNType::get(context.get()));
  EXPECT_EQ(ToBfloat16Type(Float16Type::get(context.get())),
            Float16Type::get(context.get()));
  EXPECT_EQ(ToBfloat16Type(BFloat16Type::get(context.get())),
            BFloat16Type::get(context.get()));
  EXPECT_EQ(ToBfloat16Type(Float32Type::get(context.get())),

  ASSERT_TRUE(succeeded(dense_attr));
  EXPECT_THAT(dense_attr->getValues<int8_t>(), testing::SizeIs(4));
  EXPECT_EQ(dense_attr->getValues<int8_t>()[0], 1);
  EXPECT_EQ(dense_attr->getValues<int8_t>()[1], 2);
  EXPECT_EQ(dense_attr->getValues<int8_t>()[2], 3);
  EXPECT_EQ(dense_attr->getValues<int8_t>()[3], 4);
}

TEST(GetDenseAttrFromTensorProtoAttrTest, Qint8ToInt8Succeeds) {

      for (RoundingMode mode : ALL_SAFE_ROUNDING_MODES) {
        BigDecimal expected = new BigDecimal(d).setScale(0, mode);
        boolean isInBounds =
            expected.compareTo(MAX_INT_AS_BIG_DECIMAL) <= 0
                & expected.compareTo(MIN_INT_AS_BIG_DECIMAL) >= 0;

        try {
          assertEquals(expected.intValue(), DoubleMath.roundToInt(d, mode));
          assertTrue(isInBounds);

  constexpr StringRef kTarget0 = "tpu0";
  EXPECT_EQ(clusters.count(kTarget0), 1);
  EXPECT_EQ(clusters[kTarget0].size(), 1);
  EXPECT_EQ(clusters[kTarget0][0].ops.size(), 2);

  constexpr StringRef kTarget1 = "tpu1";
  EXPECT_EQ(clusters.count(kTarget1), 1);
  EXPECT_EQ(clusters[kTarget1].size(), 1);
  EXPECT_EQ(clusters[kTarget1][0].ops.size(), 2);
}

	type Case struct {
		path     string
		expected bool
	}

	// Credits https://github.com/kubernetes/kubernetes/pull/124084/files#r1557566941
	cases := []Case{
		{path: "/logs", expected: true},
		{path: "/var/lib/something", expected: true},
		{path: "var/lib/something", expected: true},
		{path: "var\\lib\\something", expected: true},
		{path: "/", expected: true},
		{path: ".", expected: true},

            Type expected = new Key<Set<Integer>>() {}.getType();
            assertEquals(expected, simplifyType(type));
        }

        {
            Type type = new Key<Set<? extends Set<? extends Set<? extends Integer>>>>() {}.getType();
            Type expected = new Key<Set<Set<Set<Integer>>>>() {}.getType();
            assertEquals(expected, simplifyType(type));
        }

        {

			manifestsDir:  "/etc/bar/",
			expected:      "/etc/bar/foo.yaml",
		},
	}
	for _, rt := range tests {
		t.Run(rt.componentName, func(t *testing.T) {
			actual := GetStaticPodFilepath(rt.componentName, rt.manifestsDir)
			expected := filepath.FromSlash(rt.expected)
			if actual != expected {
				t.Errorf(
					"failed GetStaticPodFilepath:\n\texpected: %s\n\t  actual: %s",
					rt.expected,
					actual,
				)
			}
		})

	if pod2.Name != pod.Name {
		t.Errorf("expected %q, got %q", pod.Name, pod2.Name)
	}

	if pod2.Namespace != pod.Namespace {
		t.Errorf("expected %q, got %q", pod.Namespace, pod2.Namespace)
	}

	if !reflect.DeepEqual(pod2.Labels, pod.Labels) {
		t.Errorf("expected %v, got %v", pod.Labels, pod2.Labels)
	}

	if pod2.Spec.RestartPolicy != pod.Spec.RestartPolicy {