- Implicit extended resource name derived from device class (deviceclass.resource.kubernetes.io/<device-class-name>) can be used to request DRA devices matching the device class. ([#133363](https://github.com/kubernetes/kubernetes/pull/133363), [@yliaog](https://github.com/yliaog)) [SIG Node, Scheduling and Testing]

[CUDA-enabled GPU cards](https://www.tensorflow.org/install/gpu) *(Ubuntu and
Windows)*:

```
 pip install tensorflow
```

Other devices (DirectX and MacOS-metal) are supported using
[Device Plugins](https://www.tensorflow.org/install/gpu_plugins#available_devices).

A smaller CPU-only TensorFlow package is also available:

```
 pip install tensorflow-cpu
```

- Enable the...

- DRA: When the prioritized list feature was used in a request and the resulting number of allocated devices exceeded the number of allowed devices per claim, the scheduler aborted the attempt to allocate devices early. Previously, it tried to many different combinations, which could take a long time. ([#130593](https://github.com/kubernetes/kubernetes/pull/130593), [@mortent](https://github.com/mortent))...

Ответ будет иметь тип содержимого `application/jsonl` (вместо `application/json`), а тело ответа будет примерно таким:

```json
{"name": "Plumbus", "description": "A multi-purpose household device."}
{"name": "Portal Gun", "description": "A portal opening device."}
{"name": "Meeseeks Box", "description": "A box that summons a Meeseeks."}
```

Відповідь матиме тип вмісту `application/jsonl` (замість `application/json`), а тіло буде приблизно таким:

```json
{"name": "Plumbus", "description": "A multi-purpose household device."}
{"name": "Portal Gun", "description": "A portal opening device."}
{"name": "Meeseeks Box", "description": "A box that summons a Meeseeks."}
```

- DRA: when asking for "All" devices on a node, Kubernetes <= 1.32 proceeded to schedule pods onto nodes with no devices by not allocating any devices for those pods. Kubernetes 1.33 changes that to only picking nodes which have at least one device. Users who want the "proceed with scheduling also without devices" semantic can use the upcoming prioritized list feature with one sub-request for "all" devices and a second alternative with "count: 0". ([#129560](https:...

Response’un `application/json` yerine `application/jsonl` içerik türü (Content-Type) olur ve body aşağıdaki gibi görünür:

```json
{"name": "Plumbus", "description": "A multi-purpose household device."}
{"name": "Portal Gun", "description": "A portal opening device."}
{"name": "Meeseeks Box", "description": "A box that summons a Meeseeks."}
```

Uma response teria um tipo de conteúdo `application/jsonl` (em vez de `application/json`) e o corpo seria algo como:

```json
{"name": "Plumbus", "description": "A multi-purpose household device."}
{"name": "Portal Gun", "description": "A portal opening device."}
{"name": "Meeseeks Box", "description": "A box that summons a Meeseeks."}
```

응답의 콘텐츠 타입은 `application/json` 대신 `application/jsonl`이고, 본문은 다음과 같습니다:

```json
{"name": "Plumbus", "description": "A multi-purpose household device."}
{"name": "Portal Gun", "description": "A portal opening device."}
{"name": "Meeseeks Box", "description": "A box that summons a Meeseeks."}
```

JSON 배열(Python의 list에 해당)과 매우 비슷하지만, 항목들을 `[]`로 감싸고 항목 사이에 `,`를 넣는 대신, 줄마다 하나의 JSON 객체가 있고, 새 줄 문자로 구분됩니다.