* type {@code Iterable<Integer>}, the map won't be able to detect and throw type error.
 *
 * <p>Like any other {@code Map<Class, Object>}, this map may contain entries for primitive types,
 * and a primitive type and its corresponding wrapper type may map to different values.
 *
 * @param <B> the common supertype that all entries must share; often this is simply {@link Object}

   * that conversion is safe.
   *
   * <p>This method is intended to help with usages of type parameters that have {@linkplain
   * ParametricNullness parametric nullness}. If a type parameter instead ranges over only non-null
   * types (or if the type is a non-variable type, like {@code String}), then code should almost
   * never use this method, preferring instead to call {@code requireNonNull} so as to benefit from

#include "absl/container/flat_hash_set.h"
#include "tensorflow/core/platform/env.h"
#include "tensorflow/core/platform/status.h"
#include "tensorflow/core/platform/stringpiece.h"
#include "tensorflow/core/platform/types.h"
#include "tensorflow/core/util/saved_tensor_slice_util.h"
#include "tensorflow/core/util/tensor_bundle/naming.h"
#include "tensorflow/core/util/tensor_bundle/tensor_bundle.h"

namespace tensorflow {

`Annotated`를 사용하기 전에 최소 0.95.1 버전으로 [FastAPI 버전 업그레이드](../deployment/versions.md#upgrading-the-fastapi-versions)를 진행하세요.

///

## `q` 매개변수의 타입에 `Annotated` 사용하기 { #use-annotated-in-the-type-for-the-q-parameter }

이전에 [Python 타입 소개](../python-types.md#type-hints-with-metadata-annotations)에서 `Annotated`를 사용해 매개변수에 메타데이터를 추가할 수 있다고 말씀드린 것을 기억하시나요?

이제 FastAPI에서 사용할 차례입니다. 🚀

다음과 같은 타입 어노테이션이 있었습니다:

```Python
q: str | None = None

# Den Request direkt verwenden { #using-the-request-directly }

Bisher haben Sie die Teile des <abbr title="Request – Anfrage: Daten, die der Client zum Server sendet">Requests</abbr>, die Sie benötigen, mithilfe von deren Typen deklariert.

Daten nehmend von:

* Dem Pfad als Parameter.
* Headern.
* Cookies.
* usw.

Und indem Sie das tun, validiert **FastAPI** diese Daten, konvertiert sie und generiert automatisch Dokumentation für Ihre API.

   * possible with an unsafe cast which requires {@code keys} to actually be of type {@code K}.
   *
   * @since 11.0
   */
  /*
   * <? extends Object> is mostly the same as <?> to plain Java. But to nullness checkers, they
   * differ: <? extends Object> means "non-null types," while <?> means "all types."
   */
  @Override
  public ImmutableMap<K, V> getAllPresent(Iterable<? extends Object> keys) {

### Sadece Modern Python { #just-modern-python }

Her şey standart **Python type** deklarasyonlarına dayanır (Pydantic sayesinde). Öğrenilecek yeni bir söz dizimi yok. Sadece standart, modern Python.

Python type’larını nasıl kullanacağınıza dair 2 dakikalık bir hatırlatmaya ihtiyacınız varsa (FastAPI kullanmasanız bile) kısa eğitime göz atın: [Python Types](python-types.md).

Türleriyle standart Python yazarsınız:

```Python

                .renderWith(data -> data.register("installedArtifactItems", getAllInstalledArtifacts()))
                .useForm(DeleteForm.class);
    }

    /**
     * Retrieves all available artifacts from all plugin types.
     *
     * @return list of maps containing artifact information
     */
    public static List<Map<String, String>> getAllAvailableArtifacts() {

## **Typer**, CLI를 위한 FastAPI { #typer-the-fastapi-of-clis }

<a href="https://typer.tiangolo.com"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

웹 API 대신 터미널에서 사용할 <abbr title="Command Line Interface - 커맨드 라인 인터페이스">CLI</abbr> 앱을 만들고 있다면, [**Typer**](https://typer.tiangolo.com/)를 확인해 보십시오.

	typedef __mpz_struct mpz_t[1];

Cgo generates:

	type _C_int int32
	type _C_mp_limb_t uint64
	type _C___mpz_struct struct {
		_mp_alloc _C_int;
		_mp_size _C_int;
		_mp_d *_C_mp_limb_t;
	}
	type _C_mpz_t [1]_C___mpz_struct

and then replaces each occurrence of a type C.xxx with _C_xxx.

If xxx is data, cgo arranges for C.xxx to refer to the C variable,
with the type translated as described above.  To do this, cgo must