version or implementation.

For example, you may use your own Prometheus and Grafana installs, or you may use a specialized/custom
certificate provisioning tool, or use components that are centrally managed and running in a different cluster.

This is a work in progress - building on top of the multi-cluster installer.

	"github.com/minio/minio/internal/fips"
	"github.com/minio/minio/internal/kms"
	"github.com/secure-io/sio-go"
	"github.com/secure-io/sio-go/sioutil"
)

// EncryptBytes encrypts the plaintext with a key managed by KMS.
// The context is bound to the returned ciphertext.
//
// The same context must be provided when decrypting the
// ciphertext.
func EncryptBytes(k *kms.KMS, plaintext []byte, context kms.Context) ([]byte, error) {

// srStateData represents the format of the current `srStateFile`.
type srStateData struct {
	Version int `json:"version"`

	SRState srStateV1 `json:"srState"`
}

// Init - initialize the site replication manager.
func (c *SiteReplicationSys) Init(ctx context.Context, objAPI ObjectLayer) error {
	go c.startHealRoutine(ctx, objAPI)
	r := rand.New(rand.NewSource(time.Now().UnixNano()))
	for {
		err := c.loadFromDisk(ctx, objAPI)

Kubernetes manages stateless Spark and Hive containers elastically on the compute nodes. Spark has native scheduler integration with Kubernetes. Hive, for legacy reasons, uses YARN scheduler on top of Kubernetes.

Once you are ready and want to use a tool to **manage the entire project**, packages dependencies, virtual environments, etc. I would suggest you try <a href="https://github.com/astral-sh/uv" class="external-link" target="_blank">uv</a>.

`uv` can do a lot of things, it can:

* **Install Python** for you, including different versions
* Manage the **virtual environment** for your projects
* Install **packages**

	"github.com/spf13/cobra"

	"istio.io/istio/istioctl/pkg/cli"
)

func Cmd(ctx cli.Context) *cobra.Command {
	adminCmd := &cobra.Command{
		Use:   "admin",
		Short: "Manage control plane (istiod) configuration",
		Long:  "A group of commands used to manage istiod configuration",
		Example: `  # Retrieve information about istiod configuration.
  istioctl admin log`,
		Aliases: []string{"istiod"},

# See the OWNERS docs at https://go.k8s.io/owners

options:
  # make root approval non-recursive
  no_parent_owners: true
approvers:
  - release-engineering-approvers
  - release-managers
  - AuraSinis # 1.24 Release Notes Lead
  - cici37 # 1.23 Release Notes Lead
  - csantanapr # 1.25 Release Notes Lead
  - harshanarayana # 1.27 Release Notes Lead
  - ramrodo # 1.26 Release Notes Lead
  - sanchita-07 # 1.28 Release Notes Lead

| [Gemalto KeySecure /Thales CipherTrust](https://github.com/minio/kes/wiki/Gemalto-KeySecure) | Local KMS. MinIO and KMS On-Premises.                             |
| [Google Cloud Platform SecretManager](https://github.com/minio/kes/wiki/GCP-SecretManager)   | Cloud KMS. MinIO in combination with a managed KMS installation   |

## Batch Jobs via Commandline
[mc](http://github.com/minio/mc) provides 'mc batch' command to create, start and manage submitted jobs.

```
NAME:
  mc batch - manage batch jobs

USAGE:
  mc batch COMMAND [COMMAND FLAGS | -h] [ARGUMENTS...]

COMMANDS:
  generate  generate a new batch job definition
  start     start a new batch job

```
api                   manage global HTTP API call specific features, such as throttling, authentication types, etc.
heal                  manage object healing frequency and bitrot verification checks
scanner               manage namespace scanning for usage calculation, lifecycle, healing and more
```