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🌐 Add setup for translations to Lao (#9396)

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pull/9501/head
Saleumsack KEOBOUALAY 2 years ago
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  1. 3
      docs/az/mkdocs.yml
  2. 3
      docs/de/mkdocs.yml
  3. 3
      docs/em/mkdocs.yml
  4. 3
      docs/en/mkdocs.yml
  5. 3
      docs/es/mkdocs.yml
  6. 3
      docs/fa/mkdocs.yml
  7. 3
      docs/fr/mkdocs.yml
  8. 3
      docs/he/mkdocs.yml
  9. 3
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  10. 3
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  11. 3
      docs/it/mkdocs.yml
  12. 3
      docs/ja/mkdocs.yml
  13. 3
      docs/ko/mkdocs.yml
  14. 469
      docs/lo/docs/index.md
  15. 157
      docs/lo/mkdocs.yml
  16. 0
      docs/lo/overrides/.gitignore
  17. 3
      docs/nl/mkdocs.yml
  18. 3
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  19. 3
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  20. 3
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  24. 3
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  25. 3
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  26. 3
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3
docs/az/mkdocs.yml

@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
docs/de/mkdocs.yml

@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -130,6 +131,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
docs/em/mkdocs.yml

@ -51,6 +51,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -233,6 +234,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
docs/en/mkdocs.yml

@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -236,6 +237,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -139,6 +140,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -158,6 +159,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -173,6 +174,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

3
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@ -52,6 +52,7 @@ nav:
- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -143,6 +144,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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@ -0,0 +1,469 @@
<p align="center">
<a href="https://fastapi.tiangolo.com"><img src="https://fastapi.tiangolo.com/img/logo-margin/logo-teal.png" alt="FastAPI"></a>
</p>
<p align="center">
<em>FastAPI framework, high performance, easy to learn, fast to code, ready for production</em>
</p>
<p align="center">
<a href="https://github.com/tiangolo/fastapi/actions?query=workflow%3ATest+event%3Apush+branch%3Amaster" target="_blank">
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg?event=push&branch=master" alt="Test">
</a>
<a href="https://coverage-badge.samuelcolvin.workers.dev/redirect/tiangolo/fastapi" target="_blank">
<img src="https://coverage-badge.samuelcolvin.workers.dev/tiangolo/fastapi.svg" alt="Coverage">
</a>
<a href="https://pypi.org/project/fastapi" target="_blank">
<img src="https://img.shields.io/pypi/v/fastapi?color=%2334D058&label=pypi%20package" alt="Package version">
</a>
<a href="https://pypi.org/project/fastapi" target="_blank">
<img src="https://img.shields.io/pypi/pyversions/fastapi.svg?color=%2334D058" alt="Supported Python versions">
</a>
</p>
---
**Documentation**: <a href="https://fastapi.tiangolo.com" target="_blank">https://fastapi.tiangolo.com</a>
**Source Code**: <a href="https://github.com/tiangolo/fastapi" target="_blank">https://github.com/tiangolo/fastapi</a>
---
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints.
The key features are:
* **Fast**: Very high performance, on par with **NodeJS** and **Go** (thanks to Starlette and Pydantic). [One of the fastest Python frameworks available](#performance).
* **Fast to code**: Increase the speed to develop features by about 200% to 300%. *
* **Fewer bugs**: Reduce about 40% of human (developer) induced errors. *
* **Intuitive**: Great editor support. <abbr title="also known as auto-complete, autocompletion, IntelliSense">Completion</abbr> everywhere. Less time debugging.
* **Easy**: Designed to be easy to use and learn. Less time reading docs.
* **Short**: Minimize code duplication. Multiple features from each parameter declaration. Fewer bugs.
* **Robust**: Get production-ready code. With automatic interactive documentation.
* **Standards-based**: Based on (and fully compatible with) the open standards for APIs: <a href="https://github.com/OAI/OpenAPI-Specification" class="external-link" target="_blank">OpenAPI</a> (previously known as Swagger) and <a href="https://json-schema.org/" class="external-link" target="_blank">JSON Schema</a>.
<small>* estimation based on tests on an internal development team, building production applications.</small>
## Sponsors
<!-- sponsors -->
{% if sponsors %}
{% for sponsor in sponsors.gold -%}
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
{% endfor -%}
{%- for sponsor in sponsors.silver -%}
<a href="{{ sponsor.url }}" target="_blank" title="{{ sponsor.title }}"><img src="{{ sponsor.img }}" style="border-radius:15px"></a>
{% endfor %}
{% endif %}
<!-- /sponsors -->
<a href="https://fastapi.tiangolo.com/fastapi-people/#sponsors" class="external-link" target="_blank">Other sponsors</a>
## Opinions
"_[...] 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._"
<div style="text-align: right; margin-right: 10%;">Kabir Khan - <strong>Microsoft</strong> <a href="https://github.com/tiangolo/fastapi/pull/26" target="_blank"><small>(ref)</small></a></div>
---
"_We adopted the **FastAPI** library to spawn a **REST** server that can be queried to obtain **predictions**. [for Ludwig]_"
<div style="text-align: right; margin-right: 10%;">Piero Molino, Yaroslav Dudin, and Sai Sumanth Miryala - <strong>Uber</strong> <a href="https://eng.uber.com/ludwig-v0-2/" target="_blank"><small>(ref)</small></a></div>
---
"_**Netflix** is pleased to announce the open-source release of our **crisis management** orchestration framework: **Dispatch**! [built with **FastAPI**]_"
<div style="text-align: right; margin-right: 10%;">Kevin Glisson, Marc Vilanova, Forest Monsen - <strong>Netflix</strong> <a href="https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072" target="_blank"><small>(ref)</small></a></div>
---
"_I’m over the moon excited about **FastAPI**. It’s so fun!_"
<div style="text-align: right; margin-right: 10%;">Brian Okken - <strong><a href="https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855" target="_blank">Python Bytes</a> podcast host</strong> <a href="https://twitter.com/brianokken/status/1112220079972728832" target="_blank"><small>(ref)</small></a></div>
---
"_Honestly, what you've built looks super solid and polished. In many ways, it's what I wanted **Hug** to be - it's really inspiring to see someone build that._"
<div style="text-align: right; margin-right: 10%;">Timothy Crosley - <strong><a href="https://www.hug.rest/" target="_blank">Hug</a> creator</strong> <a href="https://news.ycombinator.com/item?id=19455465" target="_blank"><small>(ref)</small></a></div>
---
"_If you're looking to learn one **modern framework** for building REST APIs, check out **FastAPI** [...] It's fast, easy to use and easy to learn [...]_"
"_We've switched over to **FastAPI** for our **APIs** [...] I think you'll like it [...]_"
<div style="text-align: right; margin-right: 10%;">Ines Montani - Matthew Honnibal - <strong><a href="https://explosion.ai" target="_blank">Explosion AI</a> founders - <a href="https://spacy.io" target="_blank">spaCy</a> creators</strong> <a href="https://twitter.com/_inesmontani/status/1144173225322143744" target="_blank"><small>(ref)</small></a> - <a href="https://twitter.com/honnibal/status/1144031421859655680" target="_blank"><small>(ref)</small></a></div>
---
"_If anyone is looking to build a production Python API, I would highly recommend **FastAPI**. It is **beautifully designed**, **simple to use** and **highly scalable**, it has become a **key component** in our API first development strategy and is driving many automations and services such as our Virtual TAC Engineer._"
<div style="text-align: right; margin-right: 10%;">Deon Pillsbury - <strong>Cisco</strong> <a href="https://www.linkedin.com/posts/deonpillsbury_cisco-cx-python-activity-6963242628536487936-trAp/" target="_blank"><small>(ref)</small></a></div>
---
## **Typer**, the FastAPI of CLIs
<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>
If you are building a <abbr title="Command Line Interface">CLI</abbr> app to be used in the terminal instead of a web API, check out <a href="https://typer.tiangolo.com/" class="external-link" target="_blank">**Typer**</a>.
**Typer** is FastAPI's little sibling. And it's intended to be the **FastAPI of CLIs**. ⌨️ 🚀
## Requirements
Python 3.7+
FastAPI stands on the shoulders of giants:
* <a href="https://www.starlette.io/" class="external-link" target="_blank">Starlette</a> for the web parts.
* <a href="https://pydantic-docs.helpmanual.io/" class="external-link" target="_blank">Pydantic</a> for the data parts.
## Installation
<div class="termy">
```console
$ pip install fastapi
---> 100%
```
</div>
You will also need an ASGI server, for production such as <a href="https://www.uvicorn.org" class="external-link" target="_blank">Uvicorn</a> or <a href="https://github.com/pgjones/hypercorn" class="external-link" target="_blank">Hypercorn</a>.
<div class="termy">
```console
$ pip install "uvicorn[standard]"
---> 100%
```
</div>
## Example
### Create it
* Create a file `main.py` with:
```Python
from typing import Union
from fastapi import FastAPI
app = FastAPI()
@app.get("/")
def read_root():
return {"Hello": "World"}
@app.get("/items/{item_id}")
def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q}
```
<details markdown="1">
<summary>Or use <code>async def</code>...</summary>
If your code uses `async` / `await`, use `async def`:
```Python hl_lines="9 14"
from typing import Union
from fastapi import FastAPI
app = FastAPI()
@app.get("/")
async def read_root():
return {"Hello": "World"}
@app.get("/items/{item_id}")
async def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q}
```
**Note**:
If you don't know, check the _"In a hurry?"_ section about <a href="https://fastapi.tiangolo.com/async/#in-a-hurry" target="_blank">`async` and `await` in the docs</a>.
</details>
### Run it
Run the server with:
<div class="termy">
```console
$ uvicorn main:app --reload
INFO: Uvicorn running on http://127.0.0.1:8000 (Press CTRL+C to quit)
INFO: Started reloader process [28720]
INFO: Started server process [28722]
INFO: Waiting for application startup.
INFO: Application startup complete.
```
</div>
<details markdown="1">
<summary>About the command <code>uvicorn main:app --reload</code>...</summary>
The command `uvicorn main:app` refers to:
* `main`: the file `main.py` (the Python "module").
* `app`: the object created inside of `main.py` with the line `app = FastAPI()`.
* `--reload`: make the server restart after code changes. Only do this for development.
</details>
### Check it
Open your browser at <a href="http://127.0.0.1:8000/items/5?q=somequery" class="external-link" target="_blank">http://127.0.0.1:8000/items/5?q=somequery</a>.
You will see the JSON response as:
```JSON
{"item_id": 5, "q": "somequery"}
```
You already created an API that:
* Receives HTTP requests in the _paths_ `/` and `/items/{item_id}`.
* Both _paths_ take `GET` <em>operations</em> (also known as HTTP _methods_).
* The _path_ `/items/{item_id}` has a _path parameter_ `item_id` that should be an `int`.
* The _path_ `/items/{item_id}` has an optional `str` _query parameter_ `q`.
### Interactive API docs
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
You will see the automatic interactive API documentation (provided by <a href="https://github.com/swagger-api/swagger-ui" class="external-link" target="_blank">Swagger UI</a>):
![Swagger UI](https://fastapi.tiangolo.com/img/index/index-01-swagger-ui-simple.png)
### Alternative API docs
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
You will see the alternative automatic documentation (provided by <a href="https://github.com/Rebilly/ReDoc" class="external-link" target="_blank">ReDoc</a>):
![ReDoc](https://fastapi.tiangolo.com/img/index/index-02-redoc-simple.png)
## Example upgrade
Now modify the file `main.py` to receive a body from a `PUT` request.
Declare the body using standard Python types, thanks to Pydantic.
```Python hl_lines="4 9-12 25-27"
from typing import Union
from fastapi import FastAPI
from pydantic import BaseModel
app = FastAPI()
class Item(BaseModel):
name: str
price: float
is_offer: Union[bool, None] = None
@app.get("/")
def read_root():
return {"Hello": "World"}
@app.get("/items/{item_id}")
def read_item(item_id: int, q: Union[str, None] = None):
return {"item_id": item_id, "q": q}
@app.put("/items/{item_id}")
def update_item(item_id: int, item: Item):
return {"item_name": item.name, "item_id": item_id}
```
The server should reload automatically (because you added `--reload` to the `uvicorn` command above).
### Interactive API docs upgrade
Now go to <a href="http://127.0.0.1:8000/docs" class="external-link" target="_blank">http://127.0.0.1:8000/docs</a>.
* The interactive API documentation will be automatically updated, including the new body:
![Swagger UI](https://fastapi.tiangolo.com/img/index/index-03-swagger-02.png)
* Click on the button "Try it out", it allows you to fill the parameters and directly interact with the API:
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-04-swagger-03.png)
* Then click on the "Execute" button, the user interface will communicate with your API, send the parameters, get the results and show them on the screen:
![Swagger UI interaction](https://fastapi.tiangolo.com/img/index/index-05-swagger-04.png)
### Alternative API docs upgrade
And now, go to <a href="http://127.0.0.1:8000/redoc" class="external-link" target="_blank">http://127.0.0.1:8000/redoc</a>.
* The alternative documentation will also reflect the new query parameter and body:
![ReDoc](https://fastapi.tiangolo.com/img/index/index-06-redoc-02.png)
### Recap
In summary, you declare **once** the types of parameters, body, etc. as function parameters.
You do that with standard modern Python types.
You don't have to learn a new syntax, the methods or classes of a specific library, etc.
Just standard **Python 3.7+**.
For example, for an `int`:
```Python
item_id: int
```
or for a more complex `Item` model:
```Python
item: Item
```
...and with that single declaration you get:
* Editor support, including:
* Completion.
* Type checks.
* Validation of data:
* Automatic and clear errors when the data is invalid.
* Validation even for deeply nested JSON objects.
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of input data: coming from the network to Python data and types. Reading from:
* JSON.
* Path parameters.
* Query parameters.
* Cookies.
* Headers.
* Forms.
* Files.
* <abbr title="also known as: serialization, parsing, marshalling">Conversion</abbr> of output data: converting from Python data and types to network data (as JSON):
* Convert Python types (`str`, `int`, `float`, `bool`, `list`, etc).
* `datetime` objects.
* `UUID` objects.
* Database models.
* ...and many more.
* Automatic interactive API documentation, including 2 alternative user interfaces:
* Swagger UI.
* ReDoc.
---
Coming back to the previous code example, **FastAPI** will:
* Validate that there is an `item_id` in the path for `GET` and `PUT` requests.
* Validate that the `item_id` is of type `int` for `GET` and `PUT` requests.
* If it is not, the client will see a useful, clear error.
* Check if there is an optional query parameter named `q` (as in `http://127.0.0.1:8000/items/foo?q=somequery`) for `GET` requests.
* As the `q` parameter is declared with `= None`, it is optional.
* Without the `None` it would be required (as is the body in the case with `PUT`).
* For `PUT` requests to `/items/{item_id}`, Read the body as JSON:
* Check that it has a required attribute `name` that should be a `str`.
* Check that it has a required attribute `price` that has to be a `float`.
* Check that it has an optional attribute `is_offer`, that should be a `bool`, if present.
* All this would also work for deeply nested JSON objects.
* Convert from and to JSON automatically.
* Document everything with OpenAPI, that can be used by:
* Interactive documentation systems.
* Automatic client code generation systems, for many languages.
* Provide 2 interactive documentation web interfaces directly.
---
We just scratched the surface, but you already get the idea of how it all works.
Try changing the line with:
```Python
return {"item_name": item.name, "item_id": item_id}
```
...from:
```Python
... "item_name": item.name ...
```
...to:
```Python
... "item_price": item.price ...
```
...and see how your editor will auto-complete the attributes and know their types:
![editor support](https://fastapi.tiangolo.com/img/vscode-completion.png)
For a more complete example including more features, see the <a href="https://fastapi.tiangolo.com/tutorial/">Tutorial - User Guide</a>.
**Spoiler alert**: the tutorial - user guide includes:
* Declaration of **parameters** from other different places as: **headers**, **cookies**, **form fields** and **files**.
* How to set **validation constraints** as `maximum_length` or `regex`.
* A very powerful and easy to use **<abbr title="also known as components, resources, providers, services, injectables">Dependency Injection</abbr>** system.
* Security and authentication, including support for **OAuth2** with **JWT tokens** and **HTTP Basic** auth.
* More advanced (but equally easy) techniques for declaring **deeply nested JSON models** (thanks to Pydantic).
* **GraphQL** integration with <a href="https://strawberry.rocks" class="external-link" target="_blank">Strawberry</a> and other libraries.
* Many extra features (thanks to Starlette) as:
* **WebSockets**
* extremely easy tests based on HTTPX and `pytest`
* **CORS**
* **Cookie Sessions**
* ...and more.
## Performance
Independent TechEmpower benchmarks show **FastAPI** applications running under Uvicorn as <a href="https://www.techempower.com/benchmarks/#section=test&runid=7464e520-0dc2-473d-bd34-dbdfd7e85911&hw=ph&test=query&l=zijzen-7" class="external-link" target="_blank">one of the fastest Python frameworks available</a>, only below Starlette and Uvicorn themselves (used internally by FastAPI). (*)
To understand more about it, see the section <a href="https://fastapi.tiangolo.com/benchmarks/" class="internal-link" target="_blank">Benchmarks</a>.
## Optional Dependencies
Used by Pydantic:
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - for faster JSON <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>.
* <a href="https://github.com/JoshData/python-email-validator" target="_blank"><code>email_validator</code></a> - for email validation.
Used by Starlette:
* <a href="https://www.python-httpx.org" target="_blank"><code>httpx</code></a> - Required if you want to use the `TestClient`.
* <a href="https://jinja.palletsprojects.com" target="_blank"><code>jinja2</code></a> - Required if you want to use the default template configuration.
* <a href="https://andrew-d.github.io/python-multipart/" target="_blank"><code>python-multipart</code></a> - Required if you want to support form <abbr title="converting the string that comes from an HTTP request into Python data">"parsing"</abbr>, with `request.form()`.
* <a href="https://pythonhosted.org/itsdangerous/" target="_blank"><code>itsdangerous</code></a> - Required for `SessionMiddleware` support.
* <a href="https://pyyaml.org/wiki/PyYAMLDocumentation" target="_blank"><code>pyyaml</code></a> - Required for Starlette's `SchemaGenerator` support (you probably don't need it with FastAPI).
* <a href="https://github.com/esnme/ultrajson" target="_blank"><code>ujson</code></a> - Required if you want to use `UJSONResponse`.
Used by FastAPI / Starlette:
* <a href="https://www.uvicorn.org" target="_blank"><code>uvicorn</code></a> - for the server that loads and serves your application.
* <a href="https://github.com/ijl/orjson" target="_blank"><code>orjson</code></a> - Required if you want to use `ORJSONResponse`.
You can install all of these with `pip install "fastapi[all]"`.
## License
This project is licensed under the terms of the MIT license.

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site_name: FastAPI
site_description: FastAPI framework, high performance, easy to learn, fast to code, ready for production
site_url: https://fastapi.tiangolo.com/lo/
theme:
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custom_dir: overrides
palette:
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scheme: default
primary: teal
accent: amber
toggle:
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name: Switch to light mode
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scheme: slate
primary: teal
accent: amber
toggle:
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name: Switch to dark mode
features:
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icon:
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logo: https://fastapi.tiangolo.com/img/icon-white.svg
favicon: https://fastapi.tiangolo.com/img/favicon.png
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repo_name: tiangolo/fastapi
repo_url: https://github.com/tiangolo/fastapi
edit_uri: ''
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- he: /he/
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- pl: /pl/
- pt: /pt/
- ru: /ru/
- sq: /sq/
- sv: /sv/
- ta: /ta/
- tr: /tr/
- uk: /uk/
- zh: /zh/
markdown_extensions:
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permalink: true
- markdown.extensions.codehilite:
guess_lang: false
- mdx_include:
base_path: docs
- admonition
- codehilite
- extra
- pymdownx.superfences:
custom_fences:
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class: mermaid
format: !!python/name:pymdownx.superfences.fence_code_format ''
- pymdownx.tabbed:
alternate_style: true
- attr_list
- md_in_html
extra:
analytics:
provider: google
property: G-YNEVN69SC3
social:
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link: https://github.com/tiangolo/fastapi
- icon: fontawesome/brands/discord
link: https://discord.gg/VQjSZaeJmf
- icon: fontawesome/brands/twitter
link: https://twitter.com/fastapi
- icon: fontawesome/brands/linkedin
link: https://www.linkedin.com/in/tiangolo
- icon: fontawesome/brands/dev
link: https://dev.to/tiangolo
- icon: fontawesome/brands/medium
link: https://medium.com/@tiangolo
- icon: fontawesome/solid/globe
link: https://tiangolo.com
alternate:
- link: /
name: en - English
- link: /az/
name: az
- link: /de/
name: de
- link: /em/
name: 😉
- link: /es/
name: es - español
- link: /fa/
name: fa
- link: /fr/
name: fr - français
- link: /he/
name: he
- link: /hy/
name: hy
- link: /id/
name: id
- link: /it/
name: it - italiano
- link: /ja/
name: ja - 日本語
- link: /ko/
name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/
name: nl
- link: /pl/
name: pl
- link: /pt/
name: pt - português
- link: /ru/
name: ru - русский язык
- link: /sq/
name: sq - shqip
- link: /sv/
name: sv - svenska
- link: /ta/
name: ta - தமிழ்
- link: /tr/
name: tr - Türkçe
- link: /uk/
name: uk - українська мова
- link: /zh/
name: zh - 汉语
extra_css:
- https://fastapi.tiangolo.com/css/termynal.css
- https://fastapi.tiangolo.com/css/custom.css
extra_javascript:
- https://fastapi.tiangolo.com/js/termynal.js
- https://fastapi.tiangolo.com/js/custom.js

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- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
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name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
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- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- it: /it/ - it: /it/
- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
@ -129,6 +130,8 @@ extra:
name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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- ja: /ja/ - ja: /ja/
- ko: /ko/ - ko: /ko/
- lo: /lo/
- nl: /nl/ - nl: /nl/
- pl: /pl/ - pl: /pl/
- pt: /pt/ - pt: /pt/
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name: ja - 日本語 name: ja - 日本語
- link: /ko/ - link: /ko/
name: ko - 한국어 name: ko - 한국어
- link: /lo/
name: lo - ພາສາລາວ
- link: /nl/ - link: /nl/
name: nl name: nl
- link: /pl/ - link: /pl/

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