Your message dated Sun, 31 Jan 2021 22:00:09 +0000
with message-id <e1l6kln-0000v4...@fasolo.debian.org>
and subject line Bug#977492: fixed in fastapi 0.63.0-1
has caused the Debian Bug report #977492,
regarding ITP: fastapi -- modern, fast, web framework for building APIs, based
on type hints
to be marked as done.
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--
977492: https://bugs.debian.org/cgi-bin/bugreport.cgi?bug=977492
Debian Bug Tracking System
Contact ow...@bugs.debian.org with problems
--- Begin Message ---
Package: wnpp
Severity: wishlist
Owner: Sandro Tosi <mo...@debian.org>
* Package name : fastapi
Version : 0.62.0
Upstream Author : Sebastián RamÃrez <tiang...@gmail.com>
* URL : https://github.com/tiangolo/fastapi
* License :
Programming Lang: Python
Description : modern, fast, web framework for building APIs, based on
type hints
Binary package names: python3-fastapi
<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";
target="_blank">
<img src="https://github.com/tiangolo/fastapi/workflows/Test/badge.svg";
alt="Test">
</a>
<a href="https://codecov.io/gh/tiangolo/fastapi"; target="_blank">
<img
src="https://img.shields.io/codecov/c/github/tiangolo/fastapi?color=%2334D058";
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>
</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 3.6+ 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>
.
## Gold Sponsors
.
<!-- sponsors -->
.
<a href="https://www.deta.sh/?ref=fastapi"; target="_blank" title="The
launchpad for all your (team's) ideas"><img
src="https://fastapi.tiangolo.com/img/sponsors/deta.svg";></a>
.
<!-- /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>
.
---
.
"_Iâm over the moon excited about **FastAPI**. Itâs 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>
.
---
.
## **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**. â¨ï¸ ð
.
## Requirements
.
Python 3.6+
.
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://gitlab.com/pgjones/hypercorn";
class="external-link" target="_blank">Hypercorn</a>.
.
<div class="termy">
.
```console
$ pip install uvicorn
.
---> 100%
```
.
</div>
.
## Example
.
### Create it
.
* Create a file `main.py` with:
.
```Python
from typing import Optional
.
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: Optional[str] = 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 Optional
.
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: Optional[str] = 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>):
.
.
### 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>):
.
.
## 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 Optional
.
from fastapi import FastAPI
from pydantic import BaseModel
.
app = FastAPI()
.
.
class Item(BaseModel):
name: str
price: float
is_offer: Optional[bool] = None
.
.
@app.get("/")
def read_root():
return {"Hello": "World"}
.
.
@app.get("/items/{item_id}")
def read_item(item_id: int, q: Optional[str] = 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:
.
.
* Click on the button "Try it out", it allows you to fill the parameters and
directly interact with the API:
.
.
* 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:
.
.
### 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:
.
.
### 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 3.6+**.
.
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:
.
.
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).
* Many extra features (thanks to Starlette) as:
* **WebSockets**
* **GraphQL**
* extremely easy tests based on `requests` 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://requests.readthedocs.io";
target="_blank"><code>requests</code></a> - Required if you want to use the
`TestClient`.
* <a href="https://github.com/Tinche/aiofiles";
target="_blank"><code>aiofiles</code></a> - Required if you want to use
`FileResponse` or `StaticFiles`.
* <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://graphene-python.org/";
target="_blank"><code>graphene</code></a> - Required for `GraphQLApp` support.
* <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.
.
--- End Message ---
--- Begin Message ---
Source: fastapi
Source-Version: 0.63.0-1
Done: Sandro Tosi <mo...@debian.org>
We believe that the bug you reported is fixed in the latest version of
fastapi, which is due to be installed in the Debian FTP archive.
A summary of the changes between this version and the previous one is
attached.
Thank you for reporting the bug, which will now be closed. If you
have further comments please address them to 977...@bugs.debian.org,
and the maintainer will reopen the bug report if appropriate.
Debian distribution maintenance software
pp.
Sandro Tosi <mo...@debian.org> (supplier of updated fastapi package)
(This message was generated automatically at their request; if you
believe that there is a problem with it please contact the archive
administrators by mailing ftpmas...@ftp-master.debian.org)
-----BEGIN PGP SIGNED MESSAGE-----
Hash: SHA256
Format: 1.8
Date: Sun, 10 Jan 2021 23:22:17 -0500
Source: fastapi
Binary: python3-fastapi
Architecture: source all
Version: 0.63.0-1
Distribution: unstable
Urgency: low
Maintainer: Sandro Tosi <mo...@debian.org>
Changed-By: Sandro Tosi <mo...@debian.org>
Description:
python3-fastapi - modern, fast, web framework for building APIs, based on type
hint
Closes: 977492
Changes:
fastapi (0.63.0-1) unstable; urgency=low
.
* Initial release; Closes: #977492
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