},
						},
					},
				},
			},
			virtualServices: []config.Config{
				{
					Meta: config.Meta{Name: "example", Namespace: "testns", GroupVersionKind: gvk.VirtualService},
					Spec: &networking.VirtualService{
						Gateways: []string{"testns/gw"},
						Hosts:    []string{"example.com"},
						Tls: []*networking.TLSRoute{
							{
								Match: []*networking.TLSMatchAttributes{
									{

// ============================================================================
// The following functions tests example quantization patterns outputted from
// StableHLO Quantizer. These patterns should be legalized early directly
// to fused tflite ops.
// ============================================================================

// Tests that a simple per-channel quantized `stablehlo.dot_general` is properly

func TestPermitWaitDurationMetric(t *testing.T) {
	tests := []struct {
		name    string
		inject  injectedResult
		wantRes string
	}{
		{
			name: "WaitOnPermit - No Wait",
		},
		{
			name:    "WaitOnPermit - Wait Timeout",
			inject:  injectedResult{PermitStatus: int(framework.Wait)},
			wantRes: "Unschedulable",
		},
	}

	for _, tt := range tests {
		t.Run(tt.name, func(t *testing.T) {

// RUN: tf-opt %s -split-input-file -verify-diagnostics --tf-tpu-rewrite=tpu-compile-metadata-debug | FILECHECK_OPTS="" FileCheck %s

// Tests module with missing `tf.versions` attribute.

// expected-error@+1 {{requires attribute 'tf.versions'}}
module attributes {tf.devices = ["/job:worker/replica:0/task:0/device:CPU:0", "/job:worker/replica:0/task:0/device:TPU_SYSTEM:0", "/job:worker/replica:0/task:0/device:TPU:0"]} {
  func.func @missing_tf_versions() {

		},
	}
	large1 := large
	large1.NodeName = "node1"
	large2 := large
	large2.NodeName = "node2"
	tests := []struct {
		pod           *v1.Pod
		pods          []*v1.Pod
		nodes         []*v1.Node
		name          string
		expectedScore int64
	}{
		// The point of these next two tests is to show you get the same priority for a zero-request pod

	unknownSideEffect := admissionregistration.SideEffectClassUnknown
	validClientConfig := admissionregistration.WebhookClientConfig{
		URL: strPtr("https://example.com"),
	}
	tests := []struct {
		name          string
		config        *admissionregistration.ValidatingWebhookConfiguration
		expectedError string
	}{{
		name: "AdmissionReviewVersions are required",

		dnsName:       "www.google.com",

		// The specific error message may not occur when using system
		// verification.
		systemLax:     true,
		errorCallback: expectHashError,
	},
	// EKULeaf tests use an unconstrained chain leading to a leaf certificate
	// with an E-mail Protection EKU but not a Server Auth one, checking that
	// the EKUs on the leaf are enforced.
	{
		name:          "EKULeaf",

		// Swap TopologyValue to make them sorted alphabetically.
		p[0].TopologyValue, p[1].TopologyValue = p[1].TopologyValue, p[0].TopologyValue
	}
}

func TestPreFilterState(t *testing.T) {
	tests := []struct {
		name                      string
		pod                       *v1.Pod
		nodes                     []*v1.Node
		existingPods              []*v1.Pod
		objs                      []runtime.Object

int64_t GetConvolutionKernelInputFeatureDimension(bool is_depthwise) {
  return is_depthwise ? 0 : 3;
}

// stablehlo.uniform_quantize -> tfl.quantize
// TODO: b/322428814 - Add StableHLO quantizer integration tests for ODML.
class RewriteUniformQuantizeOp
    : public OpRewritePattern<stablehlo::UniformQuantizeOp> {
  using OpRewritePattern<stablehlo::UniformQuantizeOp>::OpRewritePattern;

//	    part of a test's identifier must match the corresponding element in
//	    the sequence, if any. Note that possible parents of matches are
//	    run too, so that -run=X/Y matches and runs and reports the result
//	    of all tests matching X, even those without sub-tests matching Y,
//	    because it must run them to look for those sub-tests.
//	    See also -skip.
//
//	-short