Você verá sua documentação incluindo uma seção "Callbacks" para sua *operação de rota* que mostra como a *API externa* deveria ser:

#!/usr/bin/env bash

# shellcheck disable=SC2120
exit_1() {
	cleanup

	echo "minio1 ============"
	cat /tmp/minio1_1.log
	cat /tmp/minio1_2.log
	echo "minio2 ============"
	cat /tmp/minio2_1.log
	cat /tmp/minio2_2.log
	echo "minio3 ============"
	cat /tmp/minio3_1.log
	cat /tmp/minio3_2.log

	exit 1
}

cleanup() {
	echo "Cleaning up instances of MinIO"
	pkill minio
	pkill -9 minio

[kubernetes.tar.gz](https://dl.k8s.io/v1.33.4/kubernetes.tar.gz) | edefd29f93082d860e974a25c9d55cf1a43d4d7b02b7dd8836f3d6c904fe9ba33e8947e8b30c6225fae5b53189c3741d86e5e7fca8520ba82373a112b55b09d7
[kubernetes-src.tar.gz](https://dl.k8s.io/v1.33.4/kubernetes-src.tar.gz) | caafec0f069761c8996bebba303841e50c0b76a519342cb8905011237075f9a6498736496c306ce3beceae051b784f466cc58543a84d633e1c5b5ce07d8b1c55

### Client Binaries

filename | sha512 hash

```

</div>

그런 다음 `/docs` UI로 이동하면, **FastAPI**가 해당 **model들**을 사용하여 API **문서를 생성**하는 것으르 확인할 수 있습니다. 또한 이 모델들은 데이터를 직렬화하고 검증하는 데에도 사용됩니다.

<div class="screenshot">
<img src="/img/tutorial/sql-databases/image01.png">
</div>

## 여러 모델로 애플리케이션 업데이트

이제 애플리케이션을 약간 **리팩토링**하여 **보안**과 **유연성**을 개선해 보겠습니다.

이전 애플리케이션의 UI를 보면, 지금까지는 클라이언트가 생성할 `Hero`의 `id`를 직접 지정할 수 있다는 것을 알 수 있습니다. 😱

import java.nio.ByteBuffer;
import java.nio.ByteOrder;
import java.nio.charset.Charset;
import org.jspecify.annotations.Nullable;

/**
 * See MurmurHash3_x86_32 in <a
 * href="https://github.com/aappleby/smhasher/blob/master/src/MurmurHash3.cpp">the C++
 * implementation</a>.
 *
 * @author Austin Appleby
 * @author Dimitris Andreou
 * @author Kurt Alfred Kluever
 */
@Immutable

Así, la documentación interactiva tendrá toda la información de estas dependencias también:

<img src="/img/tutorial/dependencies/image01.png">

## Uso simple

#!/usr/bin/env bash

echo "Running $0"

if [ -n "$TEST_DEBUG" ]; then
	set -x
fi

trap 'catch $LINENO' ERR

# shellcheck disable=SC2120
catch() {
	if [ $# -ne 0 ]; then
		echo "error on line $1"
		for site in sitea siteb sitec; do
			echo "$site server logs ========="
			cat "/tmp/${site}_1.log"
			echo "==========================="
			cat "/tmp/${site}_2.log"
		done
	fi

	echo "Cleaning up instances of MinIO"

<div align="center">
  <img src="https://www.tensorflow.org/images/tf_logo_horizontal.png">
</div>

[![Python](https://img.shields.io/pypi/pyversions/tensorflow.svg)](https://badge.fury.io/py/tensorflow)
[![PyPI](https://badge.fury.io/py/tensorflow.svg)](https://badge.fury.io/py/tensorflow)
[![DOI](https://zenodo.org/badge/DOI/10.5281/zenodo.4724125.svg)](https://doi.org/10.5281/zenodo.4724125)

🛬 🏁 🤙 `generate_html_response()`, 👆 ⏪ 🛬 `Response` 👈 🔜 🔐 🔢 **FastAPI** 🎭.

✋️ 👆 🚶‍♀️ `HTMLResponse` `response_class` 💁‍♂️, **FastAPI** 🔜 💭 ❔ 📄 ⚫️ 🗄 & 🎓 🩺 🕸 ⏮️ `text/html`:

<img src="/img/tutorial/custom-response/image01.png">

## 💪 📨

📥 💪 📨.

✔️ 🤯 👈 👆 💪 ⚙️ `Response` 📨 🕳 🙆, ⚖️ ✍ 🛃 🎧-🎓.

/// note | 📡 ℹ

👆 💪 ⚙️ `from starlette.responses import HTMLResponse`.

#!/usr/bin/env bash

# shellcheck disable=SC2120
exit_1() {
	cleanup

	echo "minio1 ============"
	cat /tmp/minio1_1.log
	echo "minio2 ============"
	cat /tmp/minio2_1.log
	echo "minio3 ============"
	cat /tmp/minio3_1.log
	echo "minio4 ============"
	cat /tmp/minio4_1.log
	exit 1
}

cleanup() {
	echo -n "Cleaning up instances of MinIO ..."
	pkill -9 minio || sudo pkill -9 minio
	pkill -9 kes || sudo pkill -9 kes