![]() Security and authentication, including support for OAuth2 with JWT tokens and HTTP Basic auth.A very powerful and easy to use Dependency Injection system.How to set validation constraints as maximum_length or regex.Declaration of parameters from other different places as: headers, cookies, form fields and files.Spoiler alert: the tutorial - user guide includes: and see how your editor will auto-complete the attributes and know their types:įor a more complete example including more features, see the Tutorial - User Guide. We just scratched the surface, but you already get the idea of how it all works. Provide 2 interactive documentation web interfaces directly.Automatic client code generation systems, for many languages.Document everything with OpenAPI, that can be used by:.Convert from and to JSON automatically.All this would also work for deeply nested JSON objects.Check that it has an optional attribute is_offer, that should be a bool, if present.Check that it has a required attribute price that has to be a float.Check that it has a required attribute name that should be a str.get ( "/" ) def read_root (): return, Read the body as JSON: Some of them are getting integrated into the core Windows product and some Office products."įrom typing import Union from fastapi import FastAPI from pydantic import BaseModel app = FastAPI () class Item ( BaseModel ): name : str price : float is_offer : Union = None. I'm actually planning to use it for all of my team's ML services at Microsoft. * estimation based on tests on an internal development team, building production applications. Standards-based: Based on (and fully compatible with) the open standards for APIs: OpenAPI (previously known as Swagger) and JSON Schema.With automatic interactive documentation. Multiple features from each parameter declaration. Easy: Designed to be easy to use and learn.Fewer bugs: Reduce about 40% of human (developer) induced errors.Fast to code: Increase the speed to develop features by about 200% to 300%. ![]() One of the fastest Python frameworks available. Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic).OAuth2 with Password (and hashing), Bearer with JWT tokensĬustom Response - HTML, Stream, File, othersĪlternatives, Inspiration and ComparisonsįastAPI framework, high performance, easy to learn, fast to code, ready for productionįastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. Dependencies in path operation decorators
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