mirror of https://github.com/tiangolo/fastapi.git
Merge branch 'fastapi:master' into sync-german-docs-2025-12-10
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Articles:
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English:
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||||||
- author: Apitally
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||||||
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: FastAPI — How 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: FastAPI — Google 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: FastAPI|DB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 Python’s Fastest‑Growing 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'
|
|
||||||
|
|
@ -1,36 +1,22 @@
|
||||||
# External Links and Articles
|
# External Links
|
||||||
|
|
||||||
**FastAPI** has a great community constantly growing.
|
**FastAPI** has a great community constantly growing.
|
||||||
|
|
||||||
There are many posts, articles, tools, and projects, related to **FastAPI**.
|
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
|
## 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 %}
|
{% for repo in topic_repos %}
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -7,6 +7,17 @@ hide:
|
||||||
|
|
||||||
## Latest Changes
|
## 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
|
## 0.124.1
|
||||||
|
|
||||||
### Fixes
|
### Fixes
|
||||||
|
|
|
||||||
|
|
@ -1,3 +1,3 @@
|
||||||
# Resources { #resources }
|
# Resources { #resources }
|
||||||
|
|
||||||
Additional resources, external links, articles and more. ✈️
|
Additional resources, external links, and more. ✈️
|
||||||
|
|
|
||||||
|
|
@ -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.
|
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:
|
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:
|
you will get a text version, with:
|
||||||
|
|
||||||
```
|
```
|
||||||
1 validation error
|
Validation errors:
|
||||||
path -> item_id
|
Field: ('path', 'item_id'), Error: Input should be a valid integer, unable to parse string as an integer
|
||||||
value is not a valid integer (type=type_error.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 }
|
### Override the `HTTPException` error handler { #override-the-httpexception-error-handler }
|
||||||
|
|
||||||
The same way, you can override the `HTTPException` 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:
|
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
|
/// 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 }
|
### Use the `RequestValidationError` body { #use-the-requestvalidationerror-body }
|
||||||
|
|
||||||
The `RequestValidationError` contains the `body` it received with invalid data.
|
The `RequestValidationError` contains the `body` it received with invalid data.
|
||||||
|
|
|
||||||
|
|
@ -59,7 +59,6 @@ plugins:
|
||||||
search: null
|
search: null
|
||||||
macros:
|
macros:
|
||||||
include_yaml:
|
include_yaml:
|
||||||
- external_links: ../en/data/external_links.yml
|
|
||||||
- github_sponsors: ../en/data/github_sponsors.yml
|
- github_sponsors: ../en/data/github_sponsors.yml
|
||||||
- people: ../en/data/people.yml
|
- people: ../en/data/people.yml
|
||||||
- contributors: ../en/data/contributors.yml
|
- contributors: ../en/data/contributors.yml
|
||||||
|
|
|
||||||
|
|
@ -12,8 +12,11 @@ async def http_exception_handler(request, exc):
|
||||||
|
|
||||||
|
|
||||||
@app.exception_handler(RequestValidationError)
|
@app.exception_handler(RequestValidationError)
|
||||||
async def validation_exception_handler(request, exc):
|
async def validation_exception_handler(request, exc: RequestValidationError):
|
||||||
return PlainTextResponse(str(exc), status_code=400)
|
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}")
|
@app.get("/items/{item_id}")
|
||||||
|
|
|
||||||
|
|
@ -1,6 +1,6 @@
|
||||||
"""FastAPI framework, high performance, easy to learn, fast to code, ready for production"""
|
"""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
|
from starlette import status as status
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -209,11 +209,21 @@ def get_flat_params(dependant: Dependant) -> List[ModelField]:
|
||||||
return path_params + query_params + header_params + cookie_params
|
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):
|
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:
|
else:
|
||||||
signature = inspect.signature(call)
|
signature = inspect.signature(call)
|
||||||
|
return signature
|
||||||
|
|
||||||
|
|
||||||
|
def get_typed_signature(call: Callable[..., Any]) -> inspect.Signature:
|
||||||
|
signature = _get_signature(call)
|
||||||
unwrapped = inspect.unwrap(call)
|
unwrapped = inspect.unwrap(call)
|
||||||
globalns = getattr(unwrapped, "__globals__", {})
|
globalns = getattr(unwrapped, "__globals__", {})
|
||||||
typed_params = [
|
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:
|
def get_typed_return_annotation(call: Callable[..., Any]) -> Any:
|
||||||
if sys.version_info >= (3, 10):
|
signature = _get_signature(call)
|
||||||
signature = inspect.signature(call, eval_str=True)
|
|
||||||
else:
|
|
||||||
signature = inspect.signature(call)
|
|
||||||
unwrapped = inspect.unwrap(call)
|
unwrapped = inspect.unwrap(call)
|
||||||
annotation = signature.return_annotation
|
annotation = signature.return_annotation
|
||||||
|
|
||||||
|
|
|
||||||
|
|
@ -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",
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
}
|
||||||
|
},
|
||||||
|
}
|
||||||
|
}
|
||||||
|
},
|
||||||
|
}
|
||||||
|
)
|
||||||
|
|
@ -8,18 +8,8 @@ client = TestClient(app)
|
||||||
def test_get_validation_error():
|
def test_get_validation_error():
|
||||||
response = client.get("/items/foo")
|
response = client.get("/items/foo")
|
||||||
assert response.status_code == 400, response.text
|
assert response.status_code == 400, response.text
|
||||||
# TODO: remove when deprecating Pydantic v1
|
assert "Validation errors:" in response.text
|
||||||
assert (
|
assert "Field: ('path', 'item_id')" in response.text
|
||||||
# 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
|
|
||||||
)
|
|
||||||
|
|
||||||
|
|
||||||
def test_get_http_error():
|
def test_get_http_error():
|
||||||
|
|
|
||||||
Loading…
Reference in New Issue