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Articles:
English:
- author: Apitally
author_link: https://apitally.io
link: https://apitally.io/blog/getting-started-with-logging-in-fastapi
title: Getting started with logging in FastAPI
- author: Balthazar Rouberol
author_link: https://balthazar-rouberol.com
link: https://blog.balthazar-rouberol.com/how-to-profile-a-fastapi-asynchronous-request
title: How to profile a FastAPI asynchronous request
- author: Stephen Siegert - Neon
link: https://neon.tech/blog/deploy-a-serverless-fastapi-app-with-neon-postgres-and-aws-app-runner-at-any-scale
title: Deploy a Serverless FastAPI App with Neon Postgres and AWS App Runner at any scale
- author: Kurtis Pykes - NVIDIA
link: https://developer.nvidia.com/blog/building-a-machine-learning-microservice-with-fastapi/
title: Building a Machine Learning Microservice with FastAPI
- author: Ravgeet Dhillon - Twilio
link: https://www.twilio.com/en-us/blog/booking-appointments-twilio-notion-fastapi
title: Booking Appointments with Twilio, Notion, and FastAPI
- author: Abhinav Tripathi - Microsoft Blogs
link: https://devblogs.microsoft.com/cosmosdb/azure-cosmos-db-python-and-fastapi/
title: Write a Python data layer with Azure Cosmos DB and FastAPI
- author: Donny Peeters
author_link: https://github.com/Donnype
link: https://bitestreams.com/blog/fastapi-sqlalchemy/
title: 10 Tips for adding SQLAlchemy to FastAPI
- author: Jessica Temporal
author_link: https://jtemporal.com/socials
link: https://jtemporal.com/tips-on-migrating-from-flask-to-fastapi-and-vice-versa/
title: Tips on migrating from Flask to FastAPI and vice-versa
- author: Ankit Anchlia
author_link: https://linkedin.com/in/aanchlia21
link: https://hackernoon.com/explore-how-to-effectively-use-jwt-with-fastapi
title: Explore How to Effectively Use JWT With FastAPI
- author: Nicoló Lino
author_link: https://www.nlino.com
link: https://github.com/softwarebloat/python-tracing-demo
title: Instrument FastAPI with OpenTelemetry tracing and visualize traces in Grafana Tempo.
- author: Mikhail Rozhkov, Elena Samuylova
author_link: https://www.linkedin.com/in/mnrozhkov/
link: https://www.evidentlyai.com/blog/fastapi-tutorial
title: ML serving and monitoring with FastAPI and Evidently
- author: Visual Studio Code Team
author_link: https://code.visualstudio.com/
link: https://code.visualstudio.com/docs/python/tutorial-fastapi
title: FastAPI Tutorial in Visual Studio Code
- author: Apitally
author_link: https://apitally.io
link: https://blog.apitally.io/fastapi-application-monitoring-made-easy
title: FastAPI application monitoring made easy
- author: John Philip
author_link: https://medium.com/@amjohnphilip
link: https://python.plainenglish.io/building-a-restful-api-with-fastapi-secure-signup-and-login-functionality-included-45cdbcb36106
title: "Building a RESTful API with FastAPI: Secure Signup and Login Functionality Included"
- author: Keshav Malik
author_link: https://theinfosecguy.xyz/
link: https://blog.theinfosecguy.xyz/building-a-crud-api-with-fastapi-and-supabase-a-step-by-step-guide
title: Building a CRUD API with FastAPI and Supabase
- author: Adejumo Ridwan Suleiman
author_link: https://www.linkedin.com/in/adejumoridwan/
link: https://medium.com/python-in-plain-english/build-an-sms-spam-classifier-serverless-database-with-faunadb-and-fastapi-23dbb275bc5b
title: Build an SMS Spam Classifier Serverless Database with FaunaDB and FastAPI
- author: Raf Rasenberg
author_link: https://rafrasenberg.com/about/
link: https://rafrasenberg.com/fastapi-lambda/
title: 'FastAPI lambda container: serverless simplified'
- author: Teresa N. Fontanella De Santis
author_link: https://dev.to/
link: https://dev.to/teresafds/authorization-on-fastapi-with-casbin-41og
title: Authorization on FastAPI with Casbin
- author: New Relic
author_link: https://newrelic.com
link: https://newrelic.com/instant-observability/fastapi/e559ec64-f765-4470-a15f-1901fcebb468
title: How to monitor FastAPI application performance using Python agent
- author: Jean-Baptiste Rocher
author_link: https://hashnode.com/@jibrocher
link: https://dev.indooroutdoor.io/series/fastapi-react-poll-app
title: Building the Poll App From Django Tutorial With FastAPI And React
- author: Silvan Melchior
author_link: https://github.com/silvanmelchior
link: https://blog.devgenius.io/seamless-fastapi-configuration-with-confz-90949c14ea12
title: Seamless FastAPI Configuration with ConfZ
- author: Kaustubh Gupta
author_link: https://medium.com/@kaustubhgupta1828/
link: https://levelup.gitconnected.com/5-advance-features-of-fastapi-you-should-try-7c0ac7eebb3e
title: 5 Advanced Features of FastAPI You Should Try
- author: Kaustubh Gupta
author_link: https://medium.com/@kaustubhgupta1828/
link: https://www.analyticsvidhya.com/blog/2021/06/deploying-ml-models-as-api-using-fastapi-and-heroku/
title: Deploying ML Models as API Using FastAPI and Heroku
- link: https://jarmos.netlify.app/posts/using-github-actions-to-deploy-a-fastapi-project-to-heroku/
title: Using GitHub Actions to Deploy a FastAPI Project to Heroku
author_link: https://jarmos.netlify.app/
author: Somraj Saha
- author: "@pystar"
author_link: https://pystar.substack.com/
link: https://pystar.substack.com/p/how-to-create-a-fake-certificate
title: How to Create A Fake Certificate Authority And Generate TLS Certs for FastAPI
- author: Ben Gamble
author_link: https://uk.linkedin.com/in/bengamble7
link: https://ably.com/blog/realtime-ticket-booking-solution-kafka-fastapi-ably
title: Building a realtime ticket booking solution with Kafka, FastAPI, and Ably
- author: Shahriyar(Shako) Rzayev
author_link: https://www.linkedin.com/in/shahriyar-rzayev/
link: https://www.azepug.az/posts/fastapi/#building-simple-e-commerce-with-nuxtjs-and-fastapi-series
title: Building simple E-Commerce with NuxtJS and FastAPI
- author: Rodrigo Arenas
author_link: https://rodrigo-arenas.medium.com/
link: https://medium.com/analytics-vidhya/serve-a-machine-learning-model-using-sklearn-fastapi-and-docker-85aabf96729b
title: "Serve a machine learning model using Sklearn, FastAPI and Docker"
- author: Yashasvi Singh
author_link: https://hashnode.com/@aUnicornDev
link: https://aunicorndev.hashnode.dev/series/supafast-api
title: "Building an API with FastAPI and Supabase and Deploying on Deta"
- author: Navule Pavan Kumar Rao
author_link: https://www.linkedin.com/in/navule/
link: https://www.tutlinks.com/deploy-fastapi-on-ubuntu-gunicorn-caddy-2/
title: Deploy FastAPI on Ubuntu and Serve using Caddy 2 Web Server
- author: Patrick Ladon
author_link: https://dev.to/factorlive
link: https://dev.to/factorlive/python-facebook-messenger-webhook-with-fastapi-on-glitch-4n90
title: Python Facebook messenger webhook with FastAPI on Glitch
- author: Valon Januzaj
author_link: https://www.linkedin.com/in/valon-januzaj-b02692187/
link: https://valonjanuzaj.medium.com/deploy-a-dockerized-fastapi-application-to-aws-cc757830ba1b
title: Deploy a dockerized FastAPI application to AWS
- author: Amit Chaudhary
author_link: https://x.com/amitness
link: https://amitness.com/2020/06/fastapi-vs-flask/
title: FastAPI for Flask Users
- author: Louis Guitton
author_link: https://x.com/louis_guitton
link: https://guitton.co/posts/fastapi-monitoring/
title: How to monitor your FastAPI service
- author: Precious Ndubueze
author_link: https://medium.com/@gabbyprecious2000
link: https://medium.com/@gabbyprecious2000/creating-a-crud-app-with-fastapi-part-one-7c049292ad37
title: Creating a CRUD App with FastAPI (Part one)
- author: Farhad Malik
author_link: https://medium.com/@farhadmalik
link: https://towardsdatascience.com/build-and-host-fast-data-science-applications-using-fastapi-823be8a1d6a0
title: Build And Host Fast Data Science Applications Using FastAPI
- author: Navule Pavan Kumar Rao
author_link: https://www.linkedin.com/in/navule/
link: https://www.tutlinks.com/deploy-fastapi-on-azure/
title: Deploy FastAPI on Azure App Service
- author: Davide Fiocco
author_link: https://github.com/davidefiocco
link: https://davidefiocco.github.io/streamlit-fastapi-ml-serving/
title: Machine learning model serving in Python using FastAPI and streamlit
- author: Netflix
author_link: https://netflixtechblog.com/
link: https://netflixtechblog.com/introducing-dispatch-da4b8a2a8072
title: Introducing Dispatch
- author: Stavros Korokithakis
author_link: https://x.com/Stavros
link: https://www.stavros.io/posts/fastapi-with-django/
title: Using FastAPI with Django
- author: Twilio
author_link: https://www.twilio.com
link: https://www.twilio.com/blog/build-secure-twilio-webhook-python-fastapi
title: Build a Secure Twilio Webhook with Python and FastAPI
- author: Sebastián Ramírez (tiangolo)
author_link: https://x.com/tiangolo
link: https://dev.to/tiangolo/build-a-web-api-from-scratch-with-fastapi-the-workshop-2ehe
title: Build a web API from scratch with FastAPI - the workshop
- author: Paul Sec
author_link: https://x.com/PaulWebSec
link: https://paulsec.github.io/posts/fastapi_plus_zeit_serverless_fu/
title: FastAPI + Zeit.co = 🚀
- author: cuongld2
author_link: https://dev.to/cuongld2
link: https://dev.to/cuongld2/build-simple-api-service-with-python-fastapi-part-1-581o
title: Build simple API service with Python FastAPI — Part 1
- author: Paurakh Sharma Humagain
author_link: https://x.com/PaurakhSharma
link: https://dev.to/paurakhsharma/microservice-in-python-using-fastapi-24cc
title: Microservice in Python using FastAPI
- author: Guillermo Cruz
author_link: https://wuilly.com/
link: https://wuilly.com/2019/10/real-time-notifications-with-python-and-postgres/
title: Real-time Notifications with Python and Postgres
- author: Navule Pavan Kumar Rao
author_link: https://www.linkedin.com/in/navule/
link: https://www.tutlinks.com/create-and-deploy-fastapi-app-to-heroku/
title: Create and Deploy FastAPI app to Heroku without using Docker
- author: Arthur Henrique
author_link: https://x.com/arthurheinrique
link: https://medium.com/@arthur393/another-boilerplate-to-fastapi-azure-pipeline-ci-pytest-3c8d9a4be0bb
title: 'Another Boilerplate to FastAPI: Azure Pipeline CI + Pytest'
- author: Shane Soh
author_link: https://medium.com/@shane.soh
link: https://medium.com/analytics-vidhya/deploy-machine-learning-models-with-keras-fastapi-redis-and-docker-4940df614ece
title: Deploy Machine Learning Models with Keras, FastAPI, Redis and Docker
- author: Mandy Gu
author_link: https://towardsdatascience.com/@mandygu
link: https://towardsdatascience.com/deploying-iris-classifications-with-fastapi-and-docker-7c9b83fdec3a
title: 'Towards Data Science: Deploying Iris Classifications with FastAPI and Docker'
- author: Michael Herman
author_link: https://testdriven.io/authors/herman
link: https://testdriven.io/blog/fastapi-crud/
title: 'TestDriven.io: Developing and Testing an Asynchronous API with FastAPI and Pytest'
- author: Bernard Brenyah
author_link: https://medium.com/@bbrenyah
link: https://medium.com/python-data/how-to-deploy-tensorflow-2-0-models-as-an-api-service-with-fastapi-docker-128b177e81f3
title: How To Deploy Tensorflow 2.0 Models As An API Service With FastAPI & Docker
- author: Dylan Anthony
author_link: https://dev.to/dbanty
link: https://dev.to/dbanty/why-i-m-leaving-flask-3ki6
title: Why I'm Leaving Flask
- author: Mike Moritz
author_link: https://medium.com/@mike.p.moritz
link: https://medium.com/@mike.p.moritz/using-docker-compose-to-deploy-a-lightweight-python-rest-api-with-a-job-queue-37e6072a209b
title: Using Docker Compose to deploy a lightweight Python REST API with a job queue
- author: '@euri10'
author_link: https://gitlab.com/euri10
link: https://gitlab.com/euri10/fastapi_cheatsheet
title: A FastAPI and Swagger UI visual cheatsheet
- author: Uber Engineering
author_link: https://eng.uber.com
link: https://eng.uber.com/ludwig-v0-2/
title: 'Uber: Ludwig v0.2 Adds New Features and Other Improvements to its Deep Learning Toolbox [including a FastAPI server]'
- author: Maarten Grootendorst
author_link: https://www.linkedin.com/in/mgrootendorst/
link: https://towardsdatascience.com/how-to-deploy-a-machine-learning-model-dc51200fe8cf
title: How to Deploy a Machine Learning Model
- author: Johannes Gontrum
author_link: https://x.com/gntrm
link: https://medium.com/@gntrm/jwt-authentication-with-fastapi-and-aws-cognito-1333f7f2729e
title: JWT Authentication with FastAPI and AWS Cognito
- author: Ankush Thakur
author_link: https://geekflare.com/author/ankush/
link: https://geekflare.com/python-asynchronous-web-frameworks/
title: Top 5 Asynchronous Web Frameworks for Python
- author: Nico Axtmann
author_link: https://www.linkedin.com/in/nico-axtmann
link: https://medium.com/@nico.axtmann95/deploying-a-scikit-learn-model-with-onnx-und-fastapi-1af398268915
title: Deploying a scikit-learn model with ONNX and FastAPI
- author: Nils de Bruin
author_link: https://medium.com/@nilsdebruin
link: https://medium.com/data-rebels/fastapi-authentication-revisited-enabling-api-key-authentication-122dc5975680
title: 'FastAPI authentication revisited: Enabling API key authentication'
- author: Nick Cortale
author_link: https://nickc1.github.io/
link: https://nickc1.github.io/api,/scikit-learn/2019/01/10/scikit-fastapi.html
title: 'FastAPI and Scikit-Learn: Easily Deploy Models'
- author: Errieta Kostala
author_link: https://dev.to/errietta
link: https://dev.to/errietta/introduction-to-the-fastapi-python-framework-2n10
title: Introduction to the fastapi python framework
- author: Nils de Bruin
author_link: https://medium.com/@nilsdebruin
link: https://medium.com/data-rebels/fastapi-how-to-add-basic-and-cookie-authentication-a45c85ef47d3
title: FastAPIHow to add basic and cookie authentication
- author: Nils de Bruin
author_link: https://medium.com/@nilsdebruin
link: https://medium.com/data-rebels/fastapi-google-as-an-external-authentication-provider-3a527672cf33
title: FastAPIGoogle as an external authentication provider
- author: William Hayes
author_link: https://medium.com/@williamhayes
link: https://medium.com/@williamhayes/fastapi-starlette-debug-vs-prod-5f7561db3a59
title: FastAPI/Starlette debug vs prod
- author: Mukul Mantosh
author_link: https://x.com/MantoshMukul
link: https://www.jetbrains.com/pycharm/guide/tutorials/fastapi-aws-kubernetes/
title: Developing FastAPI Application using K8s & AWS
- author: KrishNa
author_link: https://medium.com/@krishnardt365
link: https://medium.com/@krishnardt365/fastapi-docker-and-postgres-91943e71be92
title: Fastapi, Docker(Docker compose) and Postgres
- author: Devon Ray
author_link: https://devonray.com
link: https://devonray.com/blog/deploying-a-fastapi-project-using-aws-lambda-aurora-cdk
title: Deployment using Docker, Lambda, Aurora, CDK & GH Actions
- author: Shubhendra Kushwaha
author_link: https://www.linkedin.com/in/theshubhendra/
link: https://theshubhendra.medium.com/mastering-soft-delete-advanced-sqlalchemy-techniques-4678f4738947
title: 'Mastering Soft Delete: Advanced SQLAlchemy Techniques'
- author: Shubhendra Kushwaha
author_link: https://www.linkedin.com/in/theshubhendra/
link: https://theshubhendra.medium.com/role-based-row-filtering-advanced-sqlalchemy-techniques-733e6b1328f6
title: 'Role based row filtering: Advanced SQLAlchemy Techniques'
German:
- author: Marcel Sander (actidoo)
author_link: https://www.actidoo.com
link: https://www.actidoo.com/de/blog/python-fastapi-domain-driven-design
title: Domain-driven Design mit Python und FastAPI
- author: Nico Axtmann
author_link: https://x.com/_nicoax
link: https://blog.codecentric.de/2019/08/inbetriebnahme-eines-scikit-learn-modells-mit-onnx-und-fastapi/
title: Inbetriebnahme eines scikit-learn-Modells mit ONNX und FastAPI
- author: Felix Schürmeyer
author_link: https://hellocoding.de/autor/felix-schuermeyer/
link: https://hellocoding.de/blog/coding-language/python/fastapi
title: REST-API Programmieren mittels Python und dem FastAPI Modul
Japanese:
- author: '@bee2'
author_link: https://qiita.com/bee2
link: https://qiita.com/bee2/items/75d9c0d7ba20e7a4a0e9
title: '[FastAPI] Python製のASGI Web フレームワーク FastAPIに入門する'
- author: '@bee2'
author_link: https://qiita.com/bee2
link: https://qiita.com/bee2/items/0ad260ab9835a2087dae
title: PythonのWeb frameworkのパフォーマンス比較 (Django, Flask, responder, FastAPI, japronto)
- author: ライトコードメディア編集部
author_link: https://rightcode.co.jp/author/jun
link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-admin-page-improvement
title: '【第4回】FastAPIチュートリアル: toDoアプリを作ってみよう【管理者ページ改良編】'
- author: ライトコードメディア編集部
author_link: https://rightcode.co.jp/author/jun
link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-authentication-user-registration
title: '【第3回】FastAPIチュートリアル: toDoアプリを作ってみよう【認証・ユーザ登録編】'
- author: ライトコードメディア編集部
author_link: https://rightcode.co.jp/author/jun
link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-model-building
title: '【第2回】FastAPIチュートリアル: ToDoアプリを作ってみよう【モデル構築編】'
- author: ライトコードメディア編集部
author_link: https://rightcode.co.jp/author/jun
link: https://rightcode.co.jp/blog/information-technology/fastapi-tutorial-todo-apps-environment
title: '【第1回】FastAPIチュートリアル: ToDoアプリを作ってみよう【環境構築編】'
- author: Hikaru Takahashi
author_link: https://qiita.com/hikarut
link: https://qiita.com/hikarut/items/b178af2e2440c67c6ac4
title: フロントエンド開発者向けのDockerによるPython開発環境構築
- author: '@angel_katayoku'
author_link: https://qiita.com/angel_katayoku
link: https://qiita.com/angel_katayoku/items/8a458a8952f50b73f420
title: FastAPIでPOSTされたJSONのレスポンスbodyを受け取る
- author: '@angel_katayoku'
author_link: https://qiita.com/angel_katayoku
link: https://qiita.com/angel_katayoku/items/4fbc1a4e2b33fa2237d2
title: FastAPIをMySQLと接続してDockerで管理してみる
- author: '@angel_katayoku'
author_link: https://qiita.com/angel_katayoku
link: https://qiita.com/angel_katayoku/items/0e1f5dbbe62efc612a78
title: FastAPIでCORSを回避
- author: '@ryoryomaru'
author_link: https://qiita.com/ryoryomaru
link: https://qiita.com/ryoryomaru/items/59958ed385b3571d50de
title: python製の最新APIフレームワーク FastAPI を触ってみた
- author: '@mtitg'
author_link: https://qiita.com/mtitg
link: https://qiita.com/mtitg/items/47770e9a562dd150631d
title: FastAPIDB接続してCRUDするPython製APIサーバーを構築
Portuguese:
- author: Eduardo Mendes
author_link: https://bolha.us/@dunossauro
link: https://fastapidozero.dunossauro.com/
title: FastAPI do ZERO
- author: Jessica Temporal
author_link: https://jtemporal.com/socials
link: https://jtemporal.com/dicas-para-migrar-de-flask-para-fastapi-e-vice-versa/
title: Dicas para migrar uma aplicação de Flask para FastAPI e vice-versa
Russian:
- author: Troy Köhler
author_link: https://www.linkedin.com/in/trkohler/
link: https://trkohler.com/fast-api-introduction-to-framework
title: 'FastAPI: знакомимся с фреймворком'
- author: prostomarkeloff
author_link: https://github.com/prostomarkeloff
link: https://habr.com/ru/post/478620/
title: Почему Вы должны попробовать FastAPI?
- author: Andrey Korchak
author_link: https://habr.com/ru/users/57uff3r/
link: https://habr.com/ru/post/454440/
title: 'Мелкая питонячая радость #2: Starlette - Солидная примочка FastAPI'
Vietnamese:
- author: Nguyễn Nhân
author_link: https://fullstackstation.com/author/figonking/
link: https://fullstackstation.com/fastapi-trien-khai-bang-docker/
title: 'FASTAPI: TRIỂN KHAI BẰNG DOCKER'
Taiwanese:
- author: Leon
author_link: http://editor.leonh.space/
link: https://editor.leonh.space/2022/tortoise/
title: 'Tortoise ORM / FastAPI 整合快速筆記'
Spanish:
- author: Eduardo Zepeda
author_link: https://coffeebytes.dev/en/authors/eduardo-zepeda/
link: https://coffeebytes.dev/es/python-fastapi-el-mejor-framework-de-python/
title: 'Tutorial de FastAPI, ¿el mejor framework de Python?'
Podcasts:
English:
- author: Behind the Commit
author_link: https://www.youtube.com/@BehindtheCommit
link: https://youtu.be/iaDRYUQ0OMM
title: Why FastAPI Became Pythons FastestGrowing Framework Chat with Sebastián Ramírez
- author: Real Python
author_link: https://realpython.com/
link: https://realpython.com/podcasts/rpp/72/
title: Starting With FastAPI and Examining Python's Import System - Episode 72
- author: Python Bytes FM
author_link: https://pythonbytes.fm/
link: https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/
title: 'Do you dare to press "."? - Episode 247 - Dan #6: SQLModel - use the same models for SQL and FastAPI'
- author: Podcast.`__init__`
author_link: https://www.pythonpodcast.com/
link: https://www.pythonpodcast.com/fastapi-web-application-framework-episode-259/
title: Build The Next Generation Of Python Web Applications With FastAPI - Episode 259 - interview to Sebastían Ramírez (tiangolo)
- author: Python Bytes FM
author_link: https://pythonbytes.fm/
link: https://pythonbytes.fm/episodes/show/123/time-to-right-the-py-wrongs?time_in_sec=855
title: FastAPI on PythonBytes
Talks:
English:
- author: Sebastián Ramírez (tiangolo)
author_link: https://x.com/tiangolo
link: https://www.youtube.com/watch?v=mwvmfl8nN_U
title: 'Keynote: Behind the scenes of FastAPI and friends for developers and builders — Sebastián Ramírez'
- author: Jeny Sadadia
author_link: https://github.com/JenySadadia
link: https://www.youtube.com/watch?v=uZdTe8_Z6BQ
title: 'PyCon AU 2023: Testing asynchronous applications with FastAPI and pytest'
- author: Sebastián Ramírez (tiangolo)
author_link: https://x.com/tiangolo
link: https://www.youtube.com/watch?v=PnpTY1f4k2U
title: '[VIRTUAL] Py.Amsterdam''s flying Software Circus: Intro to FastAPI'
- author: Sebastián Ramírez (tiangolo)
author_link: https://x.com/tiangolo
link: https://www.youtube.com/watch?v=z9K5pwb0rt8
title: 'PyConBY 2020: Serve ML models easily with FastAPI'
- author: Chris Withers
author_link: https://x.com/chriswithers13
link: https://www.youtube.com/watch?v=3DLwPcrE5mA
title: 'PyCon UK 2019: FastAPI from the ground up'
Taiwanese:
- author: Blueswen
author_link: https://github.com/blueswen
link: https://www.youtube.com/watch?v=y3sumuoDq4w
title: 'PyCon TW 2024: 全方位強化 Python 服務可觀測性:以 FastAPI 和 Grafana Stack 為例'

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@ -1,36 +1,22 @@
# External Links and Articles
# External Links
**FastAPI** has a great community constantly growing.
There are many posts, articles, tools, and projects, related to **FastAPI**.
Here's an incomplete list of some of them.
You could easily use a search engine or video platform to find many resources related to FastAPI.
/// tip
/// info
If you have an article, project, tool, or anything related to **FastAPI** that is not yet listed here, create a <a href="https://github.com/fastapi/fastapi/edit/master/docs/en/data/external_links.yml" class="external-link" target="_blank">Pull Request adding it</a>.
Before, this page used to list links to external articles.
But now that FastAPI is the backend framework with the most GitHub stars across languages, and the most starred and used framework in Python, it no longer makes sense to attempt to list all articles written about it.
///
{% for section_name, section_content in external_links.items() %}
## {{ section_name }}
{% for lang_name, lang_content in section_content.items() %}
### {{ lang_name }}
{% for item in lang_content %}
* <a href="{{ item.link }}" class="external-link" target="_blank">{{ item.title }}</a> by <a href="{{ item.author_link }}" class="external-link" target="_blank">{{ item.author }}</a>.
{% endfor %}
{% endfor %}
{% endfor %}
## GitHub Repositories
Most starred GitHub repositories with the topic `fastapi`:
Most starred <a href="https://github.com/topics/fastapi" class="external-link" target="_blank">GitHub repositories with the topic `fastapi`</a>:
{% for repo in topic_repos %}

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@ -7,6 +7,17 @@ hide:
## Latest Changes
### Docs
* 📝 Update docs about re-raising validation errors, do not include string as is to not leak information. PR [#14487](https://github.com/fastapi/fastapi/pull/14487) by [@tiangolo](https://github.com/tiangolo).
* 🔥 Remove external links section. PR [#14486](https://github.com/fastapi/fastapi/pull/14486) by [@tiangolo](https://github.com/tiangolo).
## 0.124.2
### Fixes
* 🐛 Fix support for `if TYPE_CHECKING`, non-evaluated stringified annotations. PR [#14485](https://github.com/fastapi/fastapi/pull/14485) by [@tiangolo](https://github.com/tiangolo).
## 0.124.1
### Fixes

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@ -1,3 +1,3 @@
# Resources { #resources }
Additional resources, external links, articles and more. ✈️
Additional resources, external links, and more. ✈️

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@ -127,7 +127,7 @@ To override it, import the `RequestValidationError` and use it with `@app.except
The exception handler will receive a `Request` and the exception.
{* ../../docs_src/handling_errors/tutorial004.py hl[2,14:16] *}
{* ../../docs_src/handling_errors/tutorial004.py hl[2,14:19] *}
Now, if you go to `/items/foo`, instead of getting the default JSON error with:
@ -149,36 +149,17 @@ Now, if you go to `/items/foo`, instead of getting the default JSON error with:
you will get a text version, with:
```
1 validation error
path -> item_id
value is not a valid integer (type=type_error.integer)
Validation errors:
Field: ('path', 'item_id'), Error: Input should be a valid integer, unable to parse string as an integer
```
#### `RequestValidationError` vs `ValidationError` { #requestvalidationerror-vs-validationerror }
/// warning
These are technical details that you might skip if it's not important for you now.
///
`RequestValidationError` is a sub-class of Pydantic's <a href="https://docs.pydantic.dev/latest/concepts/models/#error-handling" class="external-link" target="_blank">`ValidationError`</a>.
**FastAPI** uses it so that, if you use a Pydantic model in `response_model`, and your data has an error, you will see the error in your log.
But the client/user will not see it. Instead, the client will receive an "Internal Server Error" with an HTTP status code `500`.
It should be this way because if you have a Pydantic `ValidationError` in your *response* or anywhere in your code (not in the client's *request*), it's actually a bug in your code.
And while you fix it, your clients/users shouldn't have access to internal information about the error, as that could expose a security vulnerability.
### Override the `HTTPException` error handler { #override-the-httpexception-error-handler }
The same way, you can override the `HTTPException` handler.
For example, you could want to return a plain text response instead of JSON for these errors:
{* ../../docs_src/handling_errors/tutorial004.py hl[3:4,9:11,22] *}
{* ../../docs_src/handling_errors/tutorial004.py hl[3:4,9:11,25] *}
/// note | Technical Details
@ -188,6 +169,14 @@ You could also use `from starlette.responses import PlainTextResponse`.
///
/// warning
Have in mind that the `RequestValidationError` contains the information of the file name and line where the validation error happens so that you can show it in your logs with the relevant information if you want to.
But that means that if you just convert it to a string and return that information directly, you could be leaking a bit of information about your system, that's why here the code extracts and shows each error independently.
///
### Use the `RequestValidationError` body { #use-the-requestvalidationerror-body }
The `RequestValidationError` contains the `body` it received with invalid data.

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@ -59,7 +59,6 @@ plugins:
search: null
macros:
include_yaml:
- external_links: ../en/data/external_links.yml
- github_sponsors: ../en/data/github_sponsors.yml
- people: ../en/data/people.yml
- contributors: ../en/data/contributors.yml

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@ -12,8 +12,11 @@ async def http_exception_handler(request, exc):
@app.exception_handler(RequestValidationError)
async def validation_exception_handler(request, exc):
return PlainTextResponse(str(exc), status_code=400)
async def validation_exception_handler(request, exc: RequestValidationError):
message = "Validation errors:"
for error in exc.errors():
message += f"\nField: {error['loc']}, Error: {error['msg']}"
return PlainTextResponse(message, status_code=400)
@app.get("/items/{item_id}")

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@ -1,6 +1,6 @@
"""FastAPI framework, high performance, easy to learn, fast to code, ready for production"""
__version__ = "0.124.1"
__version__ = "0.124.2"
from starlette import status as status

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@ -209,11 +209,21 @@ def get_flat_params(dependant: Dependant) -> List[ModelField]:
return path_params + query_params + header_params + cookie_params
def get_typed_signature(call: Callable[..., Any]) -> inspect.Signature:
def _get_signature(call: Callable[..., Any]) -> inspect.Signature:
if sys.version_info >= (3, 10):
signature = inspect.signature(call, eval_str=True)
try:
signature = inspect.signature(call, eval_str=True)
except NameError:
# Handle type annotations with if TYPE_CHECKING, not used by FastAPI
# e.g. dependency return types
signature = inspect.signature(call)
else:
signature = inspect.signature(call)
return signature
def get_typed_signature(call: Callable[..., Any]) -> inspect.Signature:
signature = _get_signature(call)
unwrapped = inspect.unwrap(call)
globalns = getattr(unwrapped, "__globals__", {})
typed_params = [
@ -239,10 +249,7 @@ def get_typed_annotation(annotation: Any, globalns: Dict[str, Any]) -> Any:
def get_typed_return_annotation(call: Callable[..., Any]) -> Any:
if sys.version_info >= (3, 10):
signature = inspect.signature(call, eval_str=True)
else:
signature = inspect.signature(call)
signature = _get_signature(call)
unwrapped = inspect.unwrap(call)
annotation = signature.return_annotation

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@ -0,0 +1,80 @@
from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from fastapi import Depends, FastAPI
from fastapi.testclient import TestClient
from inline_snapshot import snapshot
from typing_extensions import Annotated
if TYPE_CHECKING: # pragma: no cover
from collections.abc import AsyncGenerator
class DummyClient:
async def get_people(self) -> list:
return ["John Doe", "Jane Doe"]
async def close(self) -> None:
pass
async def get_client() -> AsyncGenerator[DummyClient, None]:
client = DummyClient()
yield client
await client.close()
Client = Annotated[DummyClient, Depends(get_client)]
@pytest.fixture(name="client")
def client_fixture() -> TestClient:
app = FastAPI()
@app.get("/")
async def get_people(client: Client) -> list:
return await client.get_people()
client = TestClient(app)
return client
def test_get(client: TestClient):
response = client.get("/")
assert response.status_code == 200, response.text
assert response.json() == ["John Doe", "Jane Doe"]
def test_openapi_schema(client: TestClient):
response = client.get("/openapi.json")
assert response.status_code == 200, response.text
assert response.json() == snapshot(
{
"openapi": "3.1.0",
"info": {"title": "FastAPI", "version": "0.1.0"},
"paths": {
"/": {
"get": {
"summary": "Get People",
"operationId": "get_people__get",
"responses": {
"200": {
"description": "Successful Response",
"content": {
"application/json": {
"schema": {
"items": {},
"type": "array",
"title": "Response Get People Get",
}
}
},
}
},
}
}
},
}
)

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@ -8,18 +8,8 @@ client = TestClient(app)
def test_get_validation_error():
response = client.get("/items/foo")
assert response.status_code == 400, response.text
# TODO: remove when deprecating Pydantic v1
assert (
# TODO: remove when deprecating Pydantic v1
"path -> item_id" in response.text
or "'loc': ('path', 'item_id')" in response.text
)
assert (
# TODO: remove when deprecating Pydantic v1
"value is not a valid integer" in response.text
or "Input should be a valid integer, unable to parse string as an integer"
in response.text
)
assert "Validation errors:" in response.text
assert "Field: ('path', 'item_id')" in response.text
def test_get_http_error():