#include "tensorflow/core/framework/bounds_check.h"
#include "tensorflow/core/framework/graph_def_util.h"
#include "tensorflow/core/framework/memory_types.h"
#include "tensorflow/core/framework/node_def.pb.h"
#include "tensorflow/core/framework/op_kernel.h"
#include "tensorflow/core/framework/tensor.pb.h"
#include "tensorflow/core/framework/types.h"
#include "tensorflow/core/graph/algorithm.h"

    tensor.flat<float>()(i) = offset + i;
  }
  return tensor;
}

NodeDef MakeNode(
    absl::string_view name, absl::string_view op,
    absl::Span<const std::string> inputs,
    absl::Span<
        const std::pair<std::string, FunctionDefHelper::AttrValueWrapper>>
        attrs) {
  NodeDef node;
  node.set_name(std::string(name));
  node.set_op(std::string(op));

		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)

                               src->name());
      placeholder_builder.Attr(kOutsideCompilationSrcOutputAttrName,
                               src_output);
      NodeDef placeholder_def;
      TF_RETURN_IF_ERROR(placeholder_builder.Finalize(&placeholder_def));
      TF_ASSIGN_OR_RETURN(placeholder_node, g->AddNode(placeholder_def));
      placeholders[placeholder_index] = placeholder_node;

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

				// synchronize to detect the memory pressure

	im := &realImageGCManager{
		runtime:       runtime,
		policy:        policy,
		imageRecords:  make(map[string]*imageRecord),
		statsProvider: statsProvider,
		recorder:      recorder,
		nodeRef:       nodeRef,
		tracer:        tracer,
	}

	return im, nil
}

func (im *realImageGCManager) Start() {
	ctx := context.Background()
	go wait.Until(func() {
		_, err := im.detectImages(ctx, time.Now())

	nodeConditions []v1.NodeConditionType
	// captures when a node condition was last observed based on a threshold being met
	nodeConditionsLastObservedAt nodeConditionsObservedAt
	// nodeRef is a reference to the node
	nodeRef *v1.ObjectReference
	// used to record events about the node
	recorder record.EventRecorder
	// used to measure usage stats on system
	summaryProvider stats.SummaryProvider

  // CHECK: %0 = mhlo.constant dense<[32, 12, 12, 64]> : tensor<4xi32>
  // CHECK-NEXT: %1 = "tf.RandomUniform"(%0) : (tensor<4xi32>) -> tensor<32x12x12x64xf32>
  // expected-remark@+1 {{failed to create tf2xla kernel: INVALID_ARGUMENT: NodeDef missing attrs 'seed2', 'seed' from}}
  %cst = "tf.Const"() {value = dense<[32, 12, 12, 64]> : tensor<4xi32>} : () -> tensor<4xi32>
  %0 = "tf.RandomUniform"(%cst) {} : (tensor<4xi32>) -> tensor<32x12x12x64xf32>