<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/fastapi/fastapi/pull/26"><small>(ref)</small></a></div>

---

「_我们采用 **FastAPI** 来构建可查询以获取**预测结果**的 **REST** 服务器。[用于 Ludwig]_」

<div style="text-align: right; margin-right: 10%;">Piero Molino，Yaroslav Dudin，Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/"><small>(ref)</small></a></div>

---

Das müssen Sie selbst in Ihrem Code tun und sicherstellen, dass Sie diese JSON-Schlüssel verwenden.

Es ist fast das Einzige, woran Sie denken müssen, es selbst richtigzumachen und die Spezifikationen einzuhalten.

Den Rest erledigt **FastAPI** für Sie.

///

## Die Abhängigkeiten aktualisieren { #update-the-dependencies }

Jetzt werden wir unsere Abhängigkeiten aktualisieren.

This is something that you have to do yourself in your code, and make sure you use those JSON keys.

It's almost the only thing that you have to remember to do correctly yourself, to be compliant with the specifications.

For the rest, **FastAPI** handles it for you.

///

## Update the dependencies { #update-the-dependencies }

Now we are going to update our dependencies.

We want to get the `current_user` *only* if this user is active.

<div class="termy">

```console
$ pip install websockets

---> 100%
```

</div>

## WebSockets クライアント { #websockets-client }

### 本番環境 { #in-production }

本番環境では、React、Vue.js、Angularなどの最新のフレームワークで作成されたフロントエンドを使用しているでしょう。

そして、バックエンドとWebSocketsを使用して通信するために、おそらくフロントエンドのユーティリティを使用することになるでしょう。

または、ネイティブコードでWebSocketバックエンドと直接通信するネイティブモバイルアプリケーションがあるかもしれません。

	unformattedDisks := quorumUnformattedDisks(sErrs)
	if unformattedDisks && !firstDisk {
		return nil, errNotFirstDisk
	}

	// Return error when quorum unformatted disks but waiting for rest
	// of the servers to be online.
	if unformattedDisks && firstDisk {
		return nil, errFirstDiskWait
	}

	format, err = getFormatErasureInQuorum(formatConfigs)
	if err != nil {
		var drivesNotFound int

---

"_Мы начали использовать библиотеку **FastAPI**, чтобы поднять **REST**-сервер, к которому можно обращаться за **предсказаниями**. [для Ludwig]_"

      T second = shuffledList.get(1);
      T third = shuffledList.get(2);
      T[] rest = shuffledList.subList(3, shuffledList.size()).toArray(emptyArray);

      assertEquals(min, ordering.min(shuffledList));
      assertEquals(min, ordering.min(shuffledList.iterator()));
      assertEquals(min, ordering.min(first, second, third, rest));
      assertEquals(min, ordering.min(min, max));
      assertEquals(min, ordering.min(max, min));

      T second = shuffledList.get(1);
      T third = shuffledList.get(2);
      T[] rest = shuffledList.subList(3, shuffledList.size()).toArray(emptyArray);

      assertEquals(min, ordering.min(shuffledList));
      assertEquals(min, ordering.min(shuffledList.iterator()));
      assertEquals(min, ordering.min(first, second, third, rest));
      assertEquals(min, ordering.min(min, max));
      assertEquals(min, ordering.min(max, min));

	id           string     `msg:"id"`
	error        string     `msg:"err"`
	root         string     `msg:"root"`
	fileNotFound bool       `msg:"fnf"`
	status       scanStatus `msg:"stat"`
	recursive    bool       `msg:"rec"`
	dataVersion  uint8      `msg:"v"`
}

func (m *metacache) finished() bool {
	return !m.ended.IsZero()
}

// worthKeeping indicates if the cache by itself is worth keeping.

      "      input: 'read2:value:0'"
      "      attr {"
      "        key: 'T'"
      "        value {"
      "          type: DT_FLOAT"
      "        }"
      "      }"
      "    }"
      "    ret {"
      "      key: 'sum'"
      "      value: 'add2:z:0'"
      "    }",
      &def));
  return def.SerializeAsString();
}

void TestFunctionWithPackedInput(const bool remote) {