// RUN: tf-opt %s -tfl-modify-io-nodes="test-io-types=float32,float32" | FileCheck %s
// RUN: tf-opt %s -tfl-modify-io-nodes="test-io-types=int8,int8" | FileCheck --check-prefix=INT8 %s
// RUN: tf-opt %s -tfl-modify-io-nodes="test-io-types=uint8,uint8" | FileCheck --check-prefix=UINT8 %s

func.func @modified(%arg0: tensor<1x224x224x3xf32>) -> tensor<1x401408xf32> attributes {tf.entry_function = {control_outputs = "", inputs = "input", outputs = "output"}} {

		Use: "kube-scheduler",
		Long: `The Kubernetes scheduler is a control plane process which assigns
Pods to Nodes. The scheduler determines which Nodes are valid placements for
each Pod in the scheduling queue according to constraints and available
resources. The scheduler then ranks each valid Node and binds the Pod to a
suitable Node. Multiple different schedulers may be used within a cluster;
kube-scheduler is the reference implementation.

// TODO(b/158266710): Support CPU MKL configurations.

#define GEN_PASS_DEF_FUSEDKERNELMATCHERPASS
#include "tensorflow/compiler/mlir/tensorflow/transforms/tf_passes.h.inc"

// Optimizes TF computations by fusing subgraphs/nodes onto more efficient
// implementations to decrease the number of operations needed to perform a
// computation.
struct FusedKernelMatcherPass
    : public impl::FusedKernelMatcherPassBase<FusedKernelMatcherPass> {

    # Settings related to the untaint controller
    # This controller will remove `cni.istio.io/not-ready` from nodes when the istio-cni pod becomes ready
    # It should be noted that cluster operator/owner is responsible for having the taint set by their infrastructure provider when new nodes are added to the cluster; the untaint controller does not taint nodes
    taint:
      # Controls whether or not the untaint controller is active
      enabled: false

        def tasks = dependencies.getDependencies(Stub(Task))
        assert tasks.size() == 1
        return tasks.asList()[0]
    }

    @Issue("GRADLE-3523")
    def "does not prevent build authors to register root nodes of type File"() {
        when:
        project.pluginManager.apply(RootFileRules)
        project.pluginManager.apply(NativeComponentModelPlugin)
        project.model {
            components {

	go func() {
		fakeWatch.Add(node)
		// receive a delete event for the old node
		fakeWatch.Delete(oldNode)
		// set the PodCIDRs on the new node
		fakeWatch.Modify(updatedNode)
	}()
	got, err := waitForPodCIDR(ctx, client, node.Name)
	if err != nil {
		t.Errorf("waitForPodCIDR() unexpected error %v", err)
		return
	}

				// take the intersection of the nodes with the existing eligible nodes
				// for cases if PV1 has node affinity to node1 and PV2 has node affinity to node2,
				// then the eligible node list should be empty.
				eligibleNodes = eligibleNodes.Intersection(sets.New(nodeNames...))
			}
		}
	}

	if len(errs) > 0 {

	//
	// Invariant: Uses[id].Pos() != id.Pos()
	Uses map[*syntax.Name]Object

	// Implicits maps nodes to their implicitly declared objects, if any.
	// The following node and object types may appear:
	//
	//     node               declared object
	//
	//     *syntax.ImportDecl    *PkgName for imports without renames

	nodeInfo   *v1.Node
	// Interface for cgroup management
	cgroupManager CgroupManager
	// Capacity of this node.
	capacity v1.ResourceList
	// Capacity of this node, including internal resources.
	internalCapacity v1.ResourceList
	// Absolute cgroupfs path to a cgroup that Kubelet needs to place all pods under.
	// This path include a top level container for enforcing Node Allocatable.
	cgroupRoot CgroupName

		APIVersion:         "v1",
		Kind:               "Node",
		Name:               "node1",
		BlockOwnerDeletion: getTrueVar(),
	}
	notBlockNode := metav1.OwnerReference{
		APIVersion:         "v1",
		Kind:               "Node",
		Name:               "node",
		BlockOwnerDeletion: getFalseVar(),
	}
	nilBlockNode := metav1.OwnerReference{
		APIVersion: "v1",
		Kind:       "Node",
		Name:       "node",
	}