* Brak nowego mikrojęzyka do definiowania schematu, którego trzeba się nauczyć.
    * Jeśli znasz adnotacje typów Pythona to wiesz jak używać Pydantic.
* Dobrze współpracuje z Twoim **<abbr title='Skrót od "Integrated Development Environment", podobne do edytora kodu'>IDE</abbr>/<abbr title="Program, który sprawdza Twój kod pod kątem błędów">linterem</abbr>/mózgiem**:

  -v ${HOME}/data:/data \
  quay.io/minio/minio server /data --console-address ":9001"
```

#### Windows (regular user)

All the container management systems (like Docker or Kubernetes) have these networking features integrated into them.

## Containers and Processes { #containers-and-processes }

## Враження

"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"

⏮️ **FastAPI** 👆 🤚 🌐 **Pydantic**'Ⓜ ⚒ (FastAPI ⚓️ 🔛 Pydantic 🌐 💽 🚚):

* **🙅‍♂ 🔠**:
    * 🙅‍♂ 🆕 🔗 🔑 ◾-🇪🇸 💡.
    * 🚥 👆 💭 🐍 🆎 👆 💭 ❔ ⚙️ Pydantic.
* 🤾 🎆 ⏮️ 👆 **<abbr title="Integrated Development Environment, similar to a code editor">💾</abbr>/<abbr title="A program that checks for code errors">🧶</abbr>/🧠**:
    * ↩️ Pydantic 📊 📊 👐 🎓 👆 🔬; 🚘-🛠️, 🧽, ✍ &amp; 👆 🤔 🔜 🌐 👷 ☑ ⏮️ 👆 ✔ 💽.
* ✔ **🏗 📊**:

{!> ../../docs_src/bigger_applications/app/dependencies.py!}
```

////

/// tip

We are using an invented header to simplify this example.

But in real cases you will get better results using the integrated [Security utilities](security/index.md){.internal-link target=_blank}.

///

## Another module with `APIRouter` { #another-module-with-apirouter }

## Opinie

"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"

## Recensioni

"_[...] I'm using **FastAPI** a ton these days. [...] I'm actually planning to use it for all of my team's **ML services at Microsoft**. Some of them are getting integrated into the core **Windows** product and some **Office** products._"

反之亦然，在很多情況下，你也可以把從資料庫中獲取的物件**直接傳給客戶端**。

通過 **FastAPI** 你可以獲得所有 **Pydantic** 的特性（FastAPI 基於 Pydantic 做了所有的資料處理）：

* **更簡單**：
    * 不需要學習新的 micro-language 來定義結構。
    * 如果你知道 Python 型別，你就知道如何使用 Pydantic。
* 和你的 **<abbr title="Integrated Development Environment，和程式碼編輯器類似">IDE</abbr>/<abbr title="一個檢查程式碼錯誤的工具">linter</abbr>/brain** 都能好好配合：
    * 因為 Pydantic 的資料結構其實就是你自己定義的類別實例，所以自動補齊、linting、mypy 以及你的直覺都能很好地在經過驗證的資料上發揮作用。
* 驗證**複雜結構**：

Up to here, everything would work as normally.

But then, when you open the integrated docs UI (the frontend), it would expect to get the OpenAPI schema at `/openapi.json`, instead of `/api/v1/openapi.json`.