For details about hermetic Python and setting its toolchain version, see
[requirements updater readme](https://github.com/tensorflow/tensorflow/blob/master/ci/official/requirements_updater/README.md)

### Prerequisites for Local Testing

To run tests locally, follow these steps:

1.  Navigate to the relevant directory:
    ```
    cd ci/official/wheel_test
    ```
2.  Run a script for creating requirements file:
    ```

```

Once transitioned, GET or HEAD on the object will stream the content from the transitioned tier. In the event that the object needs to be restored temporarily to the local cluster, the AWS [RestoreObject API](https://docs.aws.amazon.com/AmazonS3/latest/API/API_RestoreObject.html) can be utilized.

```
aws s3api restore-object --bucket srcbucket \
--key object \
--restore-request Days=3

| HOST_PROBE_SNAT_IP | "169.254.7.127" | Applied to SNAT host probe packets, so they can be identified/skipped podside. Any link-local address in the 169.254.0.0/16 block can be used |
| HOST_PROBE_SNAT_IPV6 | "fd16:9254:7127:1337:ffff:ffff:ffff:ffff" | IPv6 link local ranges are designed to be collision-resistant by default, and so this probably never needs to be overridden |

## Sidecar Mode Implementation Details

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

	
    payload := []byte("request")
    response, err := conn.SingleRequest(ctx, grid.HandlerDiskInfo, payload)
```

If the error type is `*RemoteErr`, then the error was returned by the remote server. Otherwise it is a local error.

Context timeouts are propagated, and a default timeout of 1 minute is added if none is specified.

There is no cancellation propagation for single payload requests.

spec:
  profile: minimal
```

If you don't specify a configuration profile, Istio is installed using the `default` configuration profile. All
profiles listed in istio.io are available by default, or `profile:` can point to a local file path to reference a custom
profile base to use as a starting point for customization. See the [API reference](https://github.com/istio/api/blob/master/operator/v1alpha1/operator.proto)
for details.

## Developer quick start

In most setups this is sufficient to heal the content after drive replacements. Setting `max_sleep` to a *lower* value and setting `max_io` to a *higher* value would make heal go faster.

-rwxrwxrwx 1 nobody nobody           45 Apr  1 06:13 chunkdocs/metadata
226 Closing data connection, sent 75 bytes
ftp> get
(remote-file) runner/chunkdocs/metadata
(local-file) test
local: test remote: runner/chunkdocs/metadata
229 Entering Extended Passive Mode (|||37785|)
150 Data transfer starting 45 bytes
	45        3.58 KiB/s
226 Closing data connection, sent 45 bytes

see <https://min.io/docs/minio/linux/developers/minio-drivers.html> to view MinIO SDKs for supported languages.

> NOTE: To deploy MinIO on with persistent storage, you must map local persistent directories from the host OS to the container using the `podman -v` option. For example, `-v /mnt/data:/data` maps the host OS drive at `/mnt/data` to `/data` on the container.

## macOS

#      Ex. linux_x86_cuda   -- x86_64 Linux platform, with Nvidia CUDA support
#      Ex. macos_arm64      -- arm64 MacOS platform
# 3. Add modifiers. Some modifiers for local execution are:
#      Ex. disk_cache -- Use a local cache
#      Ex. public_cache -- Use TF's public cache (read-only)
#      Ex. public_cache_push -- Use TF's public cache (read and write, Googlers only)