*   `tf.data.experimental.service.DispatchServer` now takes a config tuple
        instead of individual arguments. Usages should be updated to
        `tf.data.experimental.service.DispatchServer(dispatcher_config)`.
    *   `tf.data.experimental.service.WorkerServer` now takes a config tuple
        instead of individual arguments. Usages should be updated to
        `tf.data.experimental.service.WorkerServer(worker_config)`.

name: tests

on:
  push:
    branches-ignore:
      - 'gh-pages'
  pull_request:
    branches-ignore:
      - 'gh-pages'

permissions:
  contents: read

jobs:
  # Label of the container job
  sqlite:
    strategy:
      matrix:
        go: ['1.22', '1.21', '1.20']
        platform: [ubuntu-latest] # can not run in windows OS
    runs-on: ${{ matrix.platform }}

    steps:
    - name: Set up Go 1.x

export GO111MODULE=on

DOCKER_HUB=${DOCKER_HUB:-gcr.io/istio-testing}
GCS_BUCKET=${GCS_BUCKET:-istio-build/dev}

# Enable emulation required for cross compiling a few images (VMs)
docker run --rm --privileged "${DOCKER_HUB}/qemu-user-static" --reset -p yes
export ISTIO_DOCKER_QEMU=true

# Use a pinned version in case breaking changes are needed
BUILDER_SHA=159efd4a18a7325192c4f7cb0acbe5648bfb8658

							Format:      "int32",
						},
					},
					"usages": {
						VendorExtensible: spec.VendorExtensible{
							Extensions: spec.Extensions{
								"x-kubernetes-list-type": "atomic",
							},
						},
						SchemaProps: spec.SchemaProps{

  affinity: {}

  # If specified, the gateway will act as a network gateway for the given network.
  networkGateway: ""

  # Specify image pull policy if default behavior isn't desired.
  # Default behavior: latest images will be Always else IfNotPresent
  imagePullPolicy: ""

  imagePullSecrets: []

  # This value is used to configure a Kubernetes PodDisruptionBudget for the gateway.
  #

    outgoing.artifact(testRepoLocation) {
        builtBy( "publishMavenPublicationToTestRepository")
    }
    // TODO: De-duplicate this. See publish-public-libraries
    attributes {
        attribute(Usage.USAGE_ATTRIBUTE, project.objects.named(Usage.JAVA_RUNTIME))
        attribute(Category.CATEGORY_ATTRIBUTE, project.objects.named(Category.LIBRARY))
        attribute(LibraryElements.LIBRARY_ELEMENTS_ATTRIBUTE, project.objects.named("gradle-local-repository"))

def TF_AdjustContrastv2Op : TF_Op<"AdjustContrastv2", [Pure]> {
  let summary = "Adjust the contrast of one or more images.";

  let description = [{
`images` is a tensor of at least 3 dimensions.  The last 3 dimensions are
interpreted as `[height, width, channels]`.  The other dimensions only
represent a collection of images, such as `[batch, height, width, channels].`

Contrast is adjusted independently for each channel of each image.

{{- end }}
        securityContext:
          allowPrivilegeEscalation: false
          privileged: false
          capabilities:
            drop:
            - ALL
            add: # See https://man7.org/linux/man-pages/man7/capabilities.7.html
            - NET_ADMIN # Required for TPROXY and setsockopt
            - SYS_ADMIN # Required for `setns` - doing things in other netns
            - NET_RAW # Required for RAW/PACKET sockets, TPROXY

            "y": 1
         },
         "id": 3,
         "panels": [ ],
         "title": "Resource Usage",
         "type": "row"
      },
      {
         "datasource": {
            "type": "datasource",
            "uid": "-- Mixed --"
         },
         "description": "Memory usage of each running instance",
         "fieldConfig": {
            "defaults": {
               "custom": {

	}
	for _, co := range configOverrides {
		co(restConfig)
	}

	return SetRestDefaults(restConfig), nil
}

// InClusterConfig returns the rest.Config for in cluster usage.
// Typically, DefaultRestConfig is used and this is auto detected; usage directly allows explicitly overriding to use in-cluster.
func InClusterConfig(fns ...func(*rest.Config)) (*rest.Config, error) {
	config, err := rest.InClusterConfig()
	if err != nil {