<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

もし Web API の代わりにターミナルで使用する<abbr title="Command Line Interface">CLI</abbr>アプリを構築する場合は、<a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>を確認してください。

**Typer**は FastAPI の弟分です。そして、**CLI 版 の FastAPI**を意味しています。

## 必要条件

---

## **🏎**, FastAPI 🇳🇨

<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

🚥 👆 🏗 <abbr title="Command Line Interface">✳</abbr> 📱 ⚙️ 📶 ↩️ 🕸 🛠️, ✅ 👅 <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**🏎**</a>.

**🏎** FastAPI 🐥 👪. &amp; ⚫️ 🎯 **FastAPI 🇳🇨**. 👶 👶 👶

## 📄

<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

Si estás construyendo un app de <abbr title="Interfaz de línea de comandos en español">CLI</abbr> para ser usada en la terminal en vez de una API web, fíjate en <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.

* Systemd
* Supervisor
* Handled internally by a cloud provider as part of their services
* Others...

## Replication - Processes and Memory

With a FastAPI application, using a server program like the `fastapi` command that runs Uvicorn, running it once in **one process** can serve multiple clients concurrently.

But in many cases, you will want to run several worker processes at the same time.

### Multiple Processes - Workers

// tires : 2014-11-07 Binky Moon, LLC
tires

// tirol : 2014-04-24 punkt Tirol GmbH
tirol

// tjmaxx : 2015-07-16 The TJX Companies, Inc.
tjmaxx

// tjx : 2015-07-16 The TJX Companies, Inc.
tjx

// tkmaxx : 2015-07-16 The TJX Companies, Inc.
tkmaxx

// tmall : 2015-01-15 Alibaba Group Holding Limited
tmall

// today : 2013-09-20 Binky Moon, LLC
today

- Kubeadm: fix a regression where the KubeletConfiguration is not properly downloaded during "kubeadm upgrade" commands from the kube-system/kubelet-config ConfigMap, resulting in the local '/var/lib/kubelet/config.yaml' file being written as a defaulted config. ([#124497](https://github.com/kubernetes/kubernetes/pull/124497), [@neolit123](https://github.com/neolit123))...

---

## **Typer**, CLI এর জন্য FastAPI

<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

আপনি যদি <abbr title="Command Line Interface">CLI</abbr> অ্যাপ বানাতে চান, যা কিনা ওয়েব API এর পরিবর্তে টার্মিনালে ব্যবহার হবে, তাহলে দেখুন<a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.

<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

Se você estiver construindo uma aplicação <abbr title="Command Line Interface">_CLI_</abbr> para ser utilizada em um terminal ao invés de uma aplicação web, dê uma olhada no <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.

<a href="https://typer.tiangolo.com" target="_blank"><img src="https://typer.tiangolo.com/img/logo-margin/logo-margin-vector.svg" style="width: 20%;"></a>

Eğer API yerine, terminalde kullanılmak üzere bir <abbr title="Komut Satırı: Command Line Interface">komut satırı uygulaması</abbr> geliştiriyorsanız <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>'a göz atabilirsiniz.

    *   Display summaries of numeric tensor values with the `-s` flag to command
        `print_tensor` or `pt`.
    *   Display feed values with the `print_feed` or `pf` command and clickable
        links in the curses UI.
    *   Runtime profiler at the op level and the Python source line level with
        the `run -p` command.
*   Initial release of the statistical distribution library `tf.distributions`.