)

    # Generate model input data.
    rng = np.random.default_rng(seed=42)
    input_data = ops.convert_to_tensor(
        rng.uniform(low=0.0, high=1.0, size=x_signature).astype('f4')
    )

    def data_gen() -> repr_dataset.RepresentativeDataset:
      for _ in range(100):
        yield {
            'x': ops.convert_to_tensor(
                np.random.uniform(low=0.0, high=1.0, size=x_signature).astype(

        self.embedding_w = np.random.randn(1024, 3, 4, 3).astype('f4')
        self.embedding_w = np.minimum(np.maximum(self.embedding_w, -4), 4)

        self.conv_filters = np.random.uniform(
            low=-10, high=10, size=filter_shape
        ).astype('f4')

        second_conv_filter_shape = (3, 3, filter_shape[-1], 1)
        self.second_conv_filters = np.random.uniform(

	for _, v := range badProtocolVersions {
		testClientHelloFailure(t, config, &clientHelloMsg{
			vers:   v,
			random: make([]byte, 32),
		}, "unsupported versions")
	}
	testClientHelloFailure(t, config, &clientHelloMsg{
		vers:              VersionTLS12,
		supportedVersions: badProtocolVersions,
		random:            make([]byte, 32),
	}, "unsupported versions")
}

func TestNoSuiteOverlap(t *testing.T) {

}

func (m *clientHelloMsg) clone() *clientHelloMsg {
	return &clientHelloMsg{
		original:                         slices.Clone(m.original),
		vers:                             m.vers,
		random:                           slices.Clone(m.random),
		sessionId:                        slices.Clone(m.sessionId),
		cipherSuites:                     slices.Clone(m.cipherSuites),
		compressionMethods:               slices.Clone(m.compressionMethods),

					Name:       "pod-1",
					APIVersion: "v1",
					Kind:       "Pod",
					UID:        "pod-123",
					Controller: ptr.To(true),
				},
				{
					Name:       "Random",
					APIVersion: "v1",
					Kind:       "Pod",
					UID:        "random",
					Controller: ptr.To(true),
				},
			},
			policy: apps.StatefulSetPersistentVolumeClaimRetentionPolicy{

	letterIdxMask = 1<<letterIdxBits - 1 // All 1-bits, as many as letterIdxBits
	letterIdxMax  = 63 / letterIdxBits   // # of letter indices fitting in 63 bits
)

// Random number state.
// We generate random temporary file names so that there's a good
// chance the file doesn't exist yet.
var (
	randN  uint32
	randmu sync.Mutex
)

// Temp files created in default Tmp dir

		},
		{
			proxyNs:     "ns1",
			serviceNs:   "random",
			host:        testhost,
			wantSubsets: []string{"subset7", "subset8"},
		},
		{
			proxyNs:     "random",
			serviceNs:   "random",
			host:        testhost,
			wantSubsets: []string{"subset7", "subset8"},
		},
		{
			proxyNs:     "test3",
			serviceNs:   "random",
			host:        testhost,

// should be performed, and that the input should be signed directly. It is the
// hash function associated with the Ed25519 signature scheme.
var directSigning crypto.Hash = 0

// helloRetryRequestRandom is set as the Random value of a ServerHello
// to signal that the message is actually a HelloRetryRequest.
var helloRetryRequestRandom = []byte{ // See RFC 8446, Section 4.1.3.
	0xCF, 0x21, 0xAD, 0x74, 0xE5, 0x9A, 0x61, 0x11,

// To solve this problem, we've already written necessary information into container labels. Here we
// just need to retrieve them from container labels and restore the specs.
// TODO(random-liu): Add a node e2e test to test this behaviour.
// TODO(random-liu): Change the lifecycle handler to just accept information needed, so that we can
// just pass the needed function not create the fake object.

	for _, f := range s.Flags([]string{""}, []string{""}, nil).FlagSets {
		fs.AddFlagSet(f)
	}

	fs.Parse(args)
	// Sort GCIgnoredResources because it's built from a map, which means the
	// insertion order is random.
	sort.Sort(sortedGCIgnoredResources(s.GarbageCollectorController.GCIgnoredResources))

	expected := &KubeControllerManagerOptions{
		Generic: &cmoptions.GenericControllerManagerConfigurationOptions{