const FunctionLibraryDefinition* function_library) {
  auto predicate = [](const Graph& graph) {
    for (const Node* node : graph.nodes()) {
      // _tpu_replicate is used in replicated TPU graphs. It will be converted
      // to_replication_info and _xla_compile_device_type in phase 1 pipelines.
      if (node->attrs().FindByString(std::string(kTpuReplicateAttr))) {
        return true;
      }

      // Island was marked to be skipped.
      return WalkResult::advance();
    }
    for (Operation &op : island_op.GetBody().without_terminator()) {
      if (isa<TF::TPUReplicateMetadataOp>(&op)) {
        // Handle replicated TPU case.
        islands_to_outline.push_back(island_op);
        break;
      }
      auto device_type =
          op.getAttrOfType<StringAttr>(TF::kCompileDeviceTypeAttr);

	MCSAPIGroup string

	// MCSAPIVersion the version to use for the MCS API
	MCSAPIVersion string

	// controlPlaneTopology maps each cluster to the cluster that runs its control plane. For replicated control
	// plane cases (where each cluster has its own control plane), the cluster will map to itself (e.g. 0->0).
	controlPlaneTopology clusterTopology

  - patch
- apiGroups: [""]
  resources:
  - pods/portforward
  verbs:
  - create
  - post
- apiGroups: ["extensions", "apps"]
  resources:
  - daemonsets
  - deployments
  - replicasets
  - statefulsets
  verbs:
  - get
  - list
  - watch
  - patch
- apiGroups: ["batch"]
  resources:
  - cronjobs
  - jobs
  verbs:
  - get
  - list
  - watch
  - patch

          "interval": "1m",
          "intervalFactor": 2,
          "legendFormat": "Replicated In Objects [{{bucket}}]",
          "refId": "A"
        }
      ],
      "title": "Replicated In Objects",
      "type": "timeseries"
    },
    {
      "datasource": {
        "type": "prometheus",
        "uid": "${DS_PROMETHEUS}"

	var tmp retry
	err := val.Decode(&tmp)
	if err != nil {
		return err
	}

	*r = BatchJobRetry(tmp)
	r.line, r.col = val.Line, val.Column
	return nil
}

// Validate validates input replicate retries.
func (r BatchJobRetry) Validate() error {
	if r.Attempts < 0 {
		return BatchJobYamlErr{
			line: r.line,
			col:  r.col,
			msg:  "Invalid arguments specified",
		}
	}

				//      not JSON objects or are objects without
				//      "kind". UnstructuredJSONScheme returns an error in either
				//      case.
				//
				// UnstructuredJSONScheme's behavior is replicated here.
				var items []interface{}
				if uncast, present := content["items"]; present {
					var cast bool
					items, cast = uncast.([]interface{})
					if !cast {

	if err != nil {
		writeErrorResponseJSON(ctx, w, toAdminAPIErr(ctx, err), r.URL)
		return
	}

	// Call site replication hook - non-root user accounts are replicated.
	if svcAccount.ParentUser != globalActiveCred.AccessKey {
		replLogIf(ctx, globalSiteReplicationSys.IAMChangeHook(ctx, madmin.SRIAMItem{
			Type: madmin.SRIAMItemSvcAcc,
			SvcAccChange: &madmin.SRSvcAccChange{

    "The operation that uses the operand is on a different host than the "
    "operation that defines the op. This pass does not support cross-host data "
    "transfer yet";

// The host address is identified by the job/replicate/task in the device name.
std::string GetHost(llvm::StringRef device) {
  ParsedName parsed_name;
  DeviceNameUtils::ParseFullName(device.str(), &parsed_name);
  std::string result = DeviceNameUtils::ParsedNameToString(

    %cst_1 = "tf.Const"() <{value = dense<0> : tensor<i32>}> : () -> tensor<i32>
    %cst_2 = "tf.Const"() <{value = dense<0> : tensor<i32>}> : () -> tensor<i32>