FunctionDef PassThroughResource() {
  return FunctionDefHelper::Define(
      /*function_name=*/"PassThroughResource",
      /*arg_def=*/{"in: resource"},
      /*ret_def=*/{"out: resource"},
      /*attr_def=*/{},
      /*node_def=*/
      {{{"out"}, "Identity", {"in"}, {{"T", DataType::DT_RESOURCE}}}});
}

TEST(IsSupportedByNonReplicatedBridge, NonReplicatedGraph) {
  const FunctionDef& fd = PassThroughResource();
  FunctionDefLibrary flib;

)


def _is_variable(node_def: node_def_pb2.NodeDef) -> bool:
  """Determines whether `node_def` is a variable node.

  Args:
    node_def: `NodeDef` to test whether it is a variable or not.

  Returns:
    Returns True if it is a variable.
  """
  return node_def.op == 'VarHandleOp'


def _find_variables(
    graph_def: graph_pb2.GraphDef,

#include "tensorflow/core/framework/function.h"
#include "tensorflow/core/framework/function.pb.h"
#include "tensorflow/core/framework/graph_to_functiondef.h"
#include "tensorflow/core/framework/node_def.pb.h"
#include "tensorflow/core/framework/node_def_util.h"
#include "tensorflow/core/framework/tensor.pb.h"  // NOLINT
#include "tensorflow/core/framework/types.h"
#include "tensorflow/core/graph/graph.h"

#include "tensorflow/compiler/mlir/tensorflow/translate/mlir_import_options.h"
#include "tensorflow/compiler/mlir/tensorflow/translate/tf_mlir_translate.h"
#include "tensorflow/core/framework/graph.pb.h"
#include "tensorflow/core/framework/node_def.pb.h"
#include "tensorflow/core/protobuf/meta_graph.pb.h"
#include "tensorflow/core/protobuf/saver.pb.h"
#include "tsl/platform/errors.h"
#include "tsl/platform/statusor.h"

namespace tensorflow {

        node.op.startswith('FakeQuant') for node in meta_graph.graph_def.node
    ):
      return True
    for function in meta_graph.graph_def.library.function:
      if any(node.op.startswith('FakeQuant') for node in function.node_def):
        return True
  return False


def _serialize_signature_def_map(
    signature_def_map: _SignatureDefMap,
) -> dict[str, bytes]:
  """Serializes SignatureDef values in `signature_def_map`.

      for (auto id = session->last_num_graph_nodes; id < num_nodes; ++id) {
        Node* const node = graph.FindNodeId(id);
        if (node != nullptr && node->IsOp()) {
          NodeDef* const node_def = graph_def.add_node();
          *node_def = node->def();
        }
      }
      *graph_def.mutable_library() = graph.flib_def().ToProto();
      if (flags::Global().more_stack_traces.value()) {

		strings.Repeat("A", 127),
	}

	recorder := record.NewFakeRecorder(20)
	nodeRef := &v1.ObjectReference{
		Kind:      "Node",
		Name:      string("testNode"),
		UID:       types.UID("testNode"),
		Namespace: "",
	}
	testClusterDNSDomain := "TEST"

	configurer := NewConfigurer(recorder, nodeRef, nil, nil, testClusterDNSDomain, "")

	pod := &v1.Pod{
		ObjectMeta: metav1.ObjectMeta{

			fakeRecorder := &record.FakeRecorder{}
			nodeRef := &v1.ObjectReference{Kind: "Node", Name: "test", UID: types.UID("test"), Namespace: ""}
			manager, _ := NewManager(&Config{
				Logger:                          logger,
				ProbeManager:                    proberManager,
				Recorder:                        fakeRecorder,
				NodeRef:                         nodeRef,
				GetPodsFunc:                     activePodsFunc,

				err := cm.cgroupManager.Update(cgroupConfig)
				if err == nil {
					cm.recorder.Event(nodeRef, v1.EventTypeNormal, events.SuccessfulNodeAllocatableEnforcement, "Updated Node Allocatable limit across pods")
					return
				}
				message := fmt.Sprintf("Failed to update Node Allocatable Limits %q: %v", cm.cgroupRoot, err)
				cm.recorder.Event(nodeRef, v1.EventTypeWarning, events.FailedNodeAllocatableEnforcement, message)
				time.Sleep(time.Minute)

					containerGC:                  diskGC,
					config:                       config,
					recorder:                     &record.FakeRecorder{},
					summaryProvider:              summaryProvider,
					nodeRef:                      nodeRef,
					nodeConditionsLastObservedAt: nodeConditionsObservedAt{},
					thresholdsFirstObservedAt:    thresholdsObservedAt{},
				}

				// synchronize to detect the memory pressure