* Added generators for `apps/v1` deployments. ([#61288](https://github.com/kubernetes/kubernetes/pull/61288), [@ayushpateria](https://github.com/ayushpateria))

### SIG Auth

* RBAC information is now included in audit logs via audit.Event annotations:
    * authorization.k8s.io/decision = {allow, forbid}

/// tip | Tipp

Wenn Sie Binärdaten streamen möchten, zum Beispiel Video oder Audio, sehen Sie sich den erweiterten Leitfaden an: [Daten streamen](../advanced/stream-data.md).

///

## JSON Lines mit FastAPI streamen { #stream-json-lines-with-fastapi }

	Rule              *struct {
		DefaultRetention DefaultRetention `xml:"DefaultRetention"`
	} `xml:"Rule,omitempty"`
}

// String returns the human readable format of object lock configuration, used in audit logs.
func (config Config) String() string {
	parts := []string{
		fmt.Sprintf("Enabled: %v", config.Enabled()),
	}
	if config.Rule != nil {
		if config.Rule.DefaultRetention.Mode != "" {

		}

		if err != nil {
			if errors.Is(err, context.Canceled) {
				return
			}

			h.config.LogOnceIf(
				context.Background(),
				fmt.Errorf("unable to send audit/log entry(s) to '%s' err '%w': %d", name, err, count),
				name,
			)

			time.Sleep(retryIntvl)
			if maxRetries == 0 {
				goto retry
			}
			retries++
			if retries <= maxRetries {

        with:
          api-level: ${{ matrix.api-level }}
          force-avd-creation: false
          arch: ${{ matrix.api-level >= 30 && 'x86_64' || 'x86' }}
          # No window, no audio, and use swiftshader for headless environments
          emulator-options: >
            -no-window
            -gpu swiftshader_indirect
            -noaudio
            -no-boot-anim
            -camera-back none

running the `tf.train.Server`.

## Untrusted inputs during training and prediction

TensorFlow supports a wide range of input data formats. For example it can
process images, audio, videos, and text. There are several modules specialized
in taking those formats, modifying them, and/or converting them to intermediate
formats that can be processed by TensorFlow.

* audit.k8s.io api group is upgraded from v1beta1 to v1. ([#65891](https://github.com/kubernetes/kubernetes/pull/65891), [@CaoShuFeng](https://github.com/CaoShuFeng))
    * Deprecated element metav1.ObjectMeta and Timestamp are removed from audit Events in v1 version.
    * Default value of option --audit-webhook-version and --audit-log-version will be changed from `audit.k8s.io/v1beta1` to `audit.k8s.io/v1` in release 1.13

- **API Machinery**
  - [alpha] Generate audit logs for every request user performs against secured API server endpoint. ([docs](http://kubernetes.io/docs/admin/audit/)) ([kubernetes/features#22](https://github.com/kubernetes/enhancements/issues/22))

### API Change

- A new field `omitManagedFields` has been added to both `audit.Policy` and `audit.PolicyRule` 
  so cluster operators can opt in to omit managed fields of the request and response bodies from 

				},
				VariableLabels: map[string]string{"target_id": st.ID.ID, "target_name": st.ID.Name},
				Value:          float64(st.FailedRequests),
			})
		}

		// Audit and system:
		audit := logger.CurrentStats()
		for id, st := range audit {
			metrics = append(metrics, MetricV2{
				Description: MetricDescription{
					Namespace: minioNamespace,
					Subsystem: auditSubsystem,