[registry.k8s.io/kube-apiserver:v1.22.17](ht...

일반적으로 타입힌트를 추가한다고 해서 특별하게 어떤 일이 일어나지도 않습니다.

그렇지만 이제, 다시 함수를 만드는 도중이라고 생각해봅시다. 다만 이번엔 타입 힌트가 있습니다.

같은 상황에서 `Ctrl+Space`로 자동완성을 작동시키면,

<img src="/img/python-types/image02.png">

아래와 같이 "그렇지!"하는 옵션이 나올때까지 스크롤을 내려서 볼 수 있습니다:

<img src="/img/python-types/image03.png">

## 더 큰 동기부여

아래 함수를 보면, 이미 타입 힌트가 적용되어 있는 걸 볼 수 있습니다:

```Python hl_lines="1"
{!../../docs_src/python_types/tutorial003.py!}
```

    - name: Update the RBE Configs
      run: |
        function map() {
          # The "digest" that allows us to pull an image is not the digest as
          # returned by the API, but a sha256sum of the entire chunk of image
          # metadata. gcr.io helpfully includes it in the header of the response
          # as docker-content-digest: sha256:[digest]. Note we use egrep to

[registry.k8s.io/kube-apiserver:v1.25.16](ht...

        // $(img).attr('src', contextPath + "/images/noimage.png");
        $(img)
          .parent()
          .parent()
          .css("display", "none");
      }
      imgData = null;
    });
    imgData.src = url;
  };

  $("img.thumbnail").each(function() {
    $(this).css(
      "background-image",
      'url("' + contextPath + '/images/loading.gif")'
    );

现在您可以导入并使用客户端代码，它可能看起来像这样，请注意，您可以为这些方法使用自动补全：

<img src="/img/tutorial/generate-clients/image02.png">

您还将自动补全要发送的数据：

<img src="/img/tutorial/generate-clients/image03.png">

/// tip

请注意， `name` 和 `price` 的自动补全，是通过其在`Item`模型(FastAPI)中的定义实现的。

///

如果发送的数据字段不符，你也会看到编辑器的错误提示:

<img src="/img/tutorial/generate-clients/image04.png">

响应(response)对象也拥有自动补全:

<img src="/img/python-types/image02.png">

⏮️ 👈, 👆 💪 📜, 👀 🎛, ⏭ 👆 🔎 1️⃣ 👈 "💍 🔔":

<img src="/img/python-types/image03.png">

## 🌅 🎯

✅ 👉 🔢, ⚫️ ⏪ ✔️ 🆎 🔑:

```Python hl_lines="1"
{!../../docs_src/python_types/tutorial003.py!}
```

↩️ 👨‍🎨 💭 🆎 🔢, 👆 🚫 🕴 🤚 🛠️, 👆 🤚 ❌ ✅:

<img src="/img/python-types/image04.png">

[registry.k8s.io/kube-apiserver:v1.24.17](ht...

ogle.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance) | [amd64](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance-amd64), [arm64](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance-arm64), [ppc64le](https://console.cloud.google.com/artifacts/docker/k8s-artifacts-prod/southamerica-east1/images/conformance-ppc64le), [s390x](https://console.cloud.google.com/...

 * [Flipper](https://fbflipper.com/): A desktop debugging platform for mobile developers.
 * [Fresco](https://github.com/facebook/fresco): An Android library for managing images and the memory they use.
 * [Glide](https://github.com/bumptech/glide): An image loading and caching library for Android focused on smooth scrolling.
 * [GoogleAppEngineOkHttp](https://github.com/apkelly/GoogleAppEngineOkHttp): An OkHttp Call that works on Google App Engine.