bool HasLiftedArgs(const FunctionDef& function_def) {
  return absl::c_any_of(function_def.node_def(), [](const NodeDef& node_def) {
    return (node_def.op() == "Placeholder" &&
            node_def.attr().find(kXlaLiftedArgOutsideCompilationAttrName) !=
                node_def.attr().end());
  });
}

// Find lifted arguments in a function body and their corresponding outside
// compilation nodes.

      const ::tensorflow::NodeDef& node_def, const mlir::Location& loc);

  std::optional<CustomOptionsOffset> CreateCustomOpCustomOptions(
      const ::tensorflow::NodeDef& node_def, const mlir::Location& loc);

  std::unique_ptr<flexbuffers::Builder> CreateFlexBuilderWithNodeAttrs(
      const ::tensorflow::NodeDef& node_def, const mlir::Location& loc);

    return false;
  }
  for (int i = 0; i < a.node_def_size(); ++i) {
    bool found = false;
    for (int j = 0; j < b.node_def_size(); ++j) {
      if (a.node_def(i).name() == b.node_def(j).name()) {
        if (!EqualFunctionNodeDef(
                a.node_def(i), b.node_def(j),
                absl::StrCat("Function ", a.signature().name()), diff)) {
          return false;
        }
        found = true;
        break;

)


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,

  }

  const auto& node_def = node.def();
  // NodeDef can contain partial TF device names. In such cases, canonicalize
  // it. Note that in current TF, placer will place full device name to each
  // node.
  DeviceNameUtils::ParsedName parsed_name;
  if (!DeviceNameUtils::ParseFullName(node_def.device(), &parsed_name)) {
    return errors::InvalidArgument(

      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()) {

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

				// synchronize to detect the memory pressure

		Logger:                          logger,
		ProbeManager:                    kubelet.probeManager,
		Recorder:                        fakeRecorder,
		NodeRef:                         nodeRef,
		GetPodsFunc:                     kubelet.podManager.GetPods,
		KillPodFunc:                     killPodNow(kubelet.podWorkers, fakeRecorder),
		SyncNodeStatusFunc:              func() {},
		ShutdownGracePeriodRequested:    0,

		cloud:                          kubeDeps.Cloud,
		externalCloudProvider:          cloudprovider.IsExternal(cloudProvider),
		providerID:                     providerID,
		nodeRef:                        nodeRef,
		nodeLabels:                     nodeLabels,
		nodeStatusUpdateFrequency:      kubeCfg.NodeStatusUpdateFrequency.Duration,
		nodeStatusReportFrequency:      kubeCfg.NodeStatusReportFrequency.Duration,

shall have somebody to talk to.'

  `How are you getting on?' said the Cat, as soon as there was
mouth enough for it to speak with.

  Alice waited till the eyes appeared, and then nodded.  `It's no
use speaking to it,' she thought, `till its ears have come, or at
least one of them.'  In another minute the whole head appeared,
and then Alice put down her flamingo, and began an account of the