The authentication flow is similar to that of OpenID, however the token is "opaque" to MinIO - it is simply sent to the plugin for verification. CAVEAT: There is no console UI integration for this method of authentication and it is intended primarily for machine authentication.

    {{- print "networking.k8s.io/v1beta1" -}}
  {{- else -}}
    {{- print "networking.k8s.io/v1" -}}
  {{- end -}}
{{- end -}}

{{/*
Return the appropriate apiVersion for console ingress.
*/}}
{{- define "minio.consoleIngress.apiVersion" -}}
  {{- if semverCompare "<1.14-0" .Capabilities.KubeVersion.GitVersion -}}
    {{- print "extensions/v1beta1" -}}

🤶 Ⓜ. `pip install python-multipart`.

👉 ↩️ **Oauth2️⃣** ⚙️ "📨 📊" 📨 `username` & `password`.

///

🏃 🖼 ⏮️:

<div class="termy">

```console
$ uvicorn main:app --reload

<span style="color: green;">INFO</span>:     Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
```

</div>

## ✅ ⚫️

     {{{http://slf4j.org/apidocs/org/slf4j/Logger.html}Logger}},

  *  instead of implementing Plexus logging API itself with basic output to console, Maven implements it using SLF4J API in
     {{{./apidocs/org/apache/maven/cli/logging/Slf4jLoggerManager.html}Slf4jLoggerManager}}
     / {{{./apidocs/org/apache/maven/cli/logging/Slf4jLogger.html}Slf4jLogger}}.

```Python
{!../../docs_src/async_tests/test_main.py!}
```

## Es ausführen

Sie können Ihre Tests wie gewohnt ausführen mit:

<div class="termy">

```console
$ pytest

---> 100%
```

</div>

## Details

Der Marker `@pytest.mark.anyio` teilt pytest mit, dass diese Testfunktion asynchron aufgerufen werden soll:

{* ../../docs_src/async_tests/test_main.py *}

## Run it

You can run your tests as usual via:

<div class="termy">

```console
$ pytest

---> 100%
```

</div>

## In Detail

The marker `@pytest.mark.anyio` tells pytest that this test function should be called asynchronously:

## インストール

<div class="termy">

```console
$ pip install fastapi

---> 100%
```

</div>

本番環境では、<a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> または、 <a href="https://github.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>のような、 ASGI サーバーが必要になります。

<div class="termy">

```console
$ pip install "uvicorn[standard]"

---> 100%

* 🏗 👆 FastAPI 🖼:

<div class="termy">

```console
$ docker build -t myimage .

---> 100%
```

</div>

/// tip

👀 `.` 🔚, ⚫️ 🌓 `./`, ⚫️ 💬 ☁ 📁 ⚙️ 🏗 📦 🖼.

👉 💼, ⚫️ 🎏 ⏮️ 📁 (`.`).

///

### ▶️ ☁ 📦

* 🏃 📦 ⚓️ 🔛 👆 🖼:

<div class="termy">

```console
$ docker run -d --name mycontainer -p 80:80 myimage
```

</div>

CI=on MINIO_KMS_SECRET_KEY=minio-default-key:IyqsU3kMFloCNup4BsZtf/rmfHVcTgznO2F25CkEH1g= MINIO_ROOT_USER=minio MINIO_ROOT_PASSWORD=minio123 minio server --certs-dir /tmp/certs --address ":9002" --console-address ":11000" /tmp/minio2/{1...4}/disk{1...4} /tmp/minio2/{5...8}/disk{1...4} >/tmp/minio2_1.log...

Make sure you create a [virtual environment](../virtual-environments.md){.internal-link target=_blank}, activate it, and then install it, for example:

```console
$ pip install email-validator
```

or with:

```console
$ pip install "pydantic[email]"
```

///

And we are using this model to declare our input and the same model to declare our output:

//// tab | Python 3.10+