{{{"var"},
        "VariableV2",
        {},
        {{"dtype", DT_FLOAT}, {"shape", TensorShape({})}}},
       {{"r"}, "Identity", {"var"}, {{"T", DT_FLOAT}}}});
  *fdef_lib->add_function() = make_ref_float;
}

void AddRegularFunctionFunctionDef(FunctionDefLibrary* fdef_lib) {
  Tensor seven(DT_FLOAT, {});
  seven.scalar<float>()() = 7;
  FunctionDef make_regular_float = FunctionDefHelper::Define(

  noinline.mutable_signature()->set_name("NoInlineFn");
  AddAttr("_noinline", static_cast<bool>(true), noinline.mutable_attr());

  FunctionDefLibrary flib;
  *flib.add_function() = compilable;
  *flib.add_function() = uncompilable;
  *flib.add_function() = noinline;
  FunctionLibraryDefinition flib_def(OpRegistry::Global(), flib);

  std::unique_ptr<Graph> graph(new Graph(&flib_def));
  {

  FunctionDef empty_function =
      tensorflow::FunctionDefHelper::Create("empty", {}, {}, {}, {}, {});

  tensorflow::FunctionDefLibrary fdef;
  *(fdef.add_function()) = empty_function;
  tensorflow::FunctionLibraryDefinition flib_def(
      tensorflow::OpRegistry::Global(), fdef);

  OpInputList guaranteed_constants;
  NameAttrList function;
  function.set_name("empty");

  // so we define the `graph_` by the following `flib` in this test point
  // instead of the way we do in the Init method.
  FunctionDefLibrary flib;
  *flib.add_function() = XTimesTwo();
  FunctionLibraryDefinition flib_def(OpRegistry::Global(), flib);
  graph_ = std::make_unique<Graph>(flib_def);

  GraphDef original_graph_def;
  graph_->ToGraphDef(&original_graph_def);

}

TEST(LegalizeTFTest, RecordsStreamzForNoMlirFallback) {
  FunctionDef my_func =
      tensorflow::FunctionDefHelper::Create("empty", {}, {}, {}, {}, {});

  tensorflow::FunctionDefLibrary fdef;
  *(fdef.add_function()) = my_func;
  tensorflow::FunctionLibraryDefinition flib_def(
      tensorflow::OpRegistry::Global(), fdef);

  OpInputList guaranteed_constants;
  NameAttrList function;

}

TEST(EncapsulateXlaComputations, BuildXlaLaunchOp) {
  std::unique_ptr<Graph> body_graph = MakeBodyGraph();
  FunctionDefLibrary flib;
  TF_ASSERT_OK(GraphToFunctionDef(*body_graph, "launch0", flib.add_function()));

  FunctionLibraryDefinition flib_def(OpRegistry::Global(), flib);

  std::unique_ptr<Graph> graph = MakeOuterGraph(flib_def, "launch0");

      /*function_name=*/name, /*in_def=*/{}, /*out_def=*/{"out: float"},
      /*attr_def*/
      {}, /*node_def=*/{FunctionDefHelper::Const("one", 1.0f)},
      /*ret_def=*/{{"out", "out:output:0"}});
  *flib_def.add_function() = std::move(func);
  return flib_def;
}

Node* MakeCall(Graph* graph, const string& callee_name, const string& node_name,
               Status* status) {
  NodeDef call_node;

  SavedModelBundle saved_model_bundle;
  GraphDef graph_def;
  graph_def.mutable_versions()->set_producer(1234);
  graph_def.mutable_versions()->set_min_consumer(1234);
  *graph_def.mutable_library()->add_function() = test::function::NonZero();
  TF_ASSERT_OK(
      AddGraphDefToSavedModelBundle(graph_def, "", &saved_model_bundle));

  GraphDef frozen_graph_def;
  std::unordered_set<string> inputs;

	DIF_DETECT                         DI_FUNCTION = 0x0000000F
	DIF_INSTALLWIZARD                  DI_FUNCTION = 0x00000010
	DIF_DESTROYWIZARDDATA              DI_FUNCTION = 0x00000011
	DIF_PROPERTYCHANGE                 DI_FUNCTION = 0x00000012
	DIF_ENABLECLASS                    DI_FUNCTION = 0x00000013
	DIF_DETECTVERIFY                   DI_FUNCTION = 0x00000014
	DIF_INSTALLDEVICEFILES             DI_FUNCTION = 0x00000015

        singleTypeParameterRenderer = KaSingleTypeParameterSymbolRenderer.WITHOUT_BOUNDS
        samConstructorRenderer = KaSamConstructorSymbolRenderer.AS_FUNCTION
        typeRenderer = KaTypeRendererForDebug.WITH_QUALIFIED_NAMES
        declarationTypeApproximator = KaRendererTypeApproximator.NO_APPROXIMATION
    }