* Тесты, на основе **Pytest**, интегрированные в Docker, чтобы Вы могли полностью проверить Ваше API, независимо от базы данных. Так как тесты запускаются в Docker, для них может создаваться новое хранилище данных каждый раз (Вы можете, по своему желанию, использовать ElasticSearch, MongoDB, CouchDB или другую СУБД, только лишь для проверки - будет ли Ваше API работать с этим хранилищем).

// appended to the path. e.g. if the collector path is /bucket/api, the endpoint
// for the bucket "mybucket" would be /minio/metrics/v3/bucket/api/mybucket
const (
	apiRequestsCollectorPath collectorPath = "/api/requests"

	bucketAPICollectorPath         collectorPath = "/bucket/api"
	bucketReplicationCollectorPath collectorPath = "/bucket/replication"

{\n      data._init($(this))\n    }\n  }\n}\n\n/**\n * Data API\n * ====================================================\n */\n\n$(document).on('click', SELECTOR_DATA_REFRESH, function (event) {\n  if (event) {\n    event.preventDefault()\n  }\n\n  CardRefresh._jQueryInterface.call($(this), 'load')\n})\n\n$(() => {\n  $(SELECTOR_DATA_REFRESH).each(function () {\n    CardRefresh._jQueryInterface.call($(this))\n  })\n})\n\n/**\n * jQuery API\n * ====================================================\n...

ubernetes/kubernetes/pull/58968), [@deads2k](https://github.com/deads2k))

* The `PodSecurityPolicy` API has been moved to the `policy/v1beta1` API group. The `PodSecurityPolicy` API in the `extensions/v1beta1` API group is deprecated and will be removed in a future release. Authorizations for using pod security policy resources should change to reference the `policy` API group after upgrading to 1.11. ([#54933](https://github.com/kubernetes/kubernetes/pull/54933), [@php-coder](https...

And dependencies can be created in a very simple and intuitive way that allows you to just import the Python packages you need, and integrate them with your API functions in a couple of lines of code, *literally*.

You will see examples of this in the next chapters, about relational and NoSQL databases, security, etc.

## **FastAPI** compatibility { #fastapi-compatibility }

	"io"
	"log"
	"net/url"
	"os"
	"time"

	"github.com/minio/madmin-go/v3"
	"github.com/minio/minio-go/v7"
	cr "github.com/minio/minio-go/v7/pkg/credentials"
)

var (
	// Minio endpoint (for STS API)
	stsEndpoint string

	// User account credentials
	minioUsername string
	minioPassword string

	// Display credentials flag
	displayCreds bool

	// Credential expiry duration

import java.util.Arrays;

import org.junit.jupiter.api.BeforeEach;
import org.junit.jupiter.api.DisplayName;
import org.junit.jupiter.api.Nested;
import org.junit.jupiter.api.Test;
import org.junit.jupiter.api.extension.ExtendWith;
import org.junit.jupiter.params.ParameterizedTest;
import org.junit.jupiter.params.provider.ValueSource;
import org.mockito.Mock;
import org.mockito.junit.jupiter.MockitoExtension;

You don't necessarily need OAuth2 scopes, and you can handle authentication and authorization however you want.

But OAuth2 with scopes can be nicely integrated into your API (with OpenAPI) and your API docs.

Nevertheless, you still enforce those scopes, or any other security/authorization requirement, however you need, in your code.

In many cases, OAuth2 with scopes can be an overkill.

* 經過縝密的研究後圍繞這些標準進行設計，而不是事後在已有系統上附加的一層功能。
* 這也讓我們在多種語言中可以使用自動**用戶端程式碼生成**。

### 能夠自動生成文件

FastAPI 能生成互動式 API 文件和探索性的 Web 使用者介面。由於該框架基於 OpenAPI，因此有多種選擇，預設提供了兩種。

* <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank"><strong>Swagger UI</strong></a> 提供互動式探索，讓你可以直接從瀏覽器呼叫並測試你的 API 。

![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-03-swagger-02.png)

import static org.junit.jupiter.api.Assertions.assertEquals;
import static org.junit.jupiter.api.Assertions.assertNotNull;
import static org.junit.jupiter.api.Assertions.assertTrue;
import static org.mockito.ArgumentMatchers.any;
import static org.mockito.ArgumentMatchers.anyInt;
import static org.mockito.Mockito.verify;
import static org.mockito.Mockito.when;

import java.net.UnknownHostException;

import org.junit.jupiter.api.BeforeEach;