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FastAPI VS graphql-yoga

Compare FastAPI VS graphql-yoga and see what are their differences

FastAPI logo FastAPI

FastAPI is an Open Source, modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints.

graphql-yoga logo graphql-yoga

๐Ÿง˜ Fully-featured GraphQL Server with focus on easy setup, performance & great developer experience - prisma-labs/graphql-yoga
  • FastAPI Landing page
    Landing page //
    2023-05-14
  • graphql-yoga Landing page
    Landing page //
    2023-08-28

FastAPI features and specs

  • High Performance
    Built on Starlette and Pydantic, FastAPI is one of the fastest frameworks for Python, providing high performance due to its asynchronous request handling.
  • Automatic Interactive API Documentation
    FastAPI automatically generates interactive API documentation via Swagger UI and ReDoc, which are very helpful for development and testing.
  • Type Checking and Validation
    With Pydantic models and Python type hints, FastAPI provides automatic data validation and type checking, reducing the chance of runtime errors.
  • Ease of Use
    Its syntax and design make it easy to learn for Python developers, offering a smooth development experience while reducing boilerplate code.
  • Asynchronous Support
    FastAPI supports asynchronous programming, allowing for better performance for I/O-bound operations, making it optimal for handling many simultaneous connections.
  • Extensive Documentation
    It has comprehensive and well-structured documentation, which is very useful for both beginners and advanced users.
  • Community and Ecosystem
    FastAPI has a growing community and ecosystem, with many plugins and integrations available to extend its functionality.

Possible disadvantages of FastAPI

  • Learning Curve for Asynchronous Programming
    Although FastAPI itself is easy to learn, grasping the concepts of asynchronous programming in Python can be challenging for beginners.
  • Complex Dependencies
    Using Pydantic for advanced validation can make the request models complex, requiring a deeper understanding of Pydantic and its functionalities.
  • Early Stage Libraries
    Some third-party libraries and extensions specifically tailored for FastAPI might still be in early stages of development and lack long-term stability.
  • Limited Real-World Examples
    Although the documentation is extensive, there might be limited real-world examples and case studies readily available compared to more mature frameworks.
  • Deployment Complexity
    Deploying FastAPI applications might be more complex in comparison to traditional synchronous frameworks, mainly due to the need for asynchronous server setups.

graphql-yoga features and specs

  • Simplicity
    graphql-yoga offers an easy setup and minimal configuration requirements, making it accessible for developers who want to quickly start building GraphQL APIs without extensive boilerplate.
  • Performance
    Built on top of modern GraphQL conventions and tools like graphql-js and Express, graphql-yoga delivers good performance, efficiently handling GraphQL requests.
  • Subscriptions Support
    Out of the box, graphql-yoga supports GraphQL subscriptions, enabling real-time capabilities in applications without needing additional setup.
  • Compatibility
    It is highly compatible with other tools and libraries in the GraphQL ecosystem, making it easy for developers to integrate it with existing workflows and tools.
  • Community and Documentation
    graphql-yoga benefits from a robust community and comprehensive documentation, providing users with numerous resources to overcome challenges and expand their use cases.

Possible disadvantages of graphql-yoga

  • Limited Customization
    While graphql-yoga is easy to set up, it may offer less flexibility in customizing server behavior compared to manually setting up GraphQL servers using lower-level libraries.
  • Middleware Limitations
    Integrating custom middleware or advanced configurations can be more challenging due to the abstraction layer that graphql-yoga provides.
  • Updates and Maintenance
    As with any library, reliance on a specific tool's ecosystem can be risky if the library becomes unmaintained, though as of now, graphql-yoga is actively maintained.
  • Opinionated Structure
    graphql-yoga's design philosophy might not align with every project's architectural preferences, especially when custom flow control or library integrations are a priority.

Analysis of FastAPI

Overall verdict

  • FastAPI is widely regarded as a good choice, especially for applications that require high performance, scalability, and modern Python features. It is suitable for both simple and complex projects, making it a versatile tool in the web development ecosystem.

Why this product is good

  • FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.7+ based on standard Python type hints. It is built on top of Starlette for web framework capabilities and Pydantic for data validation and settings management. FastAPI is known for its excellent performance, automatic generation of interactive API documentation (with Swagger and Redoc), and support for asynchronous programming. Developers appreciate its ease of use, detailed documentation, and helpful error messages.

Recommended for

  • Developers building RESTful APIs
  • Teams looking for a high-performance ASGI-based web framework
  • Projects that require asynchronous programming capabilities
  • Applications needing automatic generation of interactive API documentation
  • Python developers who prefer utilizing type hints for code clarity and validation

FastAPI videos

FastAPI from the ground up

More videos:

  • Tutorial - 30 Days of Python - Day 14 - Web App with Flask, FastAPI, ngrok, and Invictify - Python TUTORIAL
  • Review - [PT] Python - API com FastAPI - Chat | twitch.tv/codeshow

graphql-yoga videos

No graphql-yoga videos yet. You could help us improve this page by suggesting one.

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Category Popularity

0-100% (relative to FastAPI and graphql-yoga)
Developer Tools
100 100%
0% 0
Application And Data
0 0%
100% 100
API Tools
100 100%
0% 0
GraphQL Tools
0 0%
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare FastAPI and graphql-yoga

FastAPI Reviews

  1. Kurslog team
    ยท Working at Kurslog ยท

    When our backend team needs to build services for data parsing, aggregators, or high-load APIs, FastAPI is our absolute go-to choice. It completely lives up to its name-development speed is outstanding.

    The combination of Pydantic for data validation and built-in async support keeps our shared codebase clean, strictly typed, and reliable. But the biggest highlight for our cross-functional team is the automatic generation of interactive OpenAPI (Swagger) documentation. Our frontend and mobile developers no longer have to wait for backend engineers to manually update API docs; everything stays perfectly in sync automatically. It has drastically improved our team's communication and delivery speed.

    ๐Ÿ Competitors: Django, Flask, ExpressJS, Nest.js, Spring Boot
    ๐Ÿ‘ Pros:    Blazing fast performance (on par with nodejs and go)|Native asynchronous support out of the box|Automatic, interactive documentation generation (swagger/redoc)|Strict typing and data validation with pydantic
    ๐Ÿ‘Ž Cons:    Smaller plug-and-play ecosystem compared to older frameworks like django|Requires our architects to design the project structure and directory layout from scratch

The 20 Best Laravel Alternatives for Web Development
FastAPI, as the name hints, is a swift mover. Built on Starlette, itโ€™s all about speed and performance with Python. Crafting API masterpieces at the speed of light, now thatโ€™s something.
25 Python Frameworks to Master
Since its release in 2018, it has rapidly gained popularity due to its great performance and simplicity. In fact, according to PyPi Stats, FastAPI has over 9 million monthly downloads, surpassing even full-stack frameworks like Django.
Source: kinsta.com
3 Web Frameworks to Use With Python
myapp/ is the main directory of your FastAPI application. It includes all the other files and directories needed for the application.static/ is a directory used to store static assets such as CSS, JavaScript, and image files. These assets are served directly by the web server and are typically used to add visual styling and interactivity to the application.css/, img/, js/...
Best Alternatives to FastAPI App Free for Windows (2021)
FastAPI Alternative โ€“ So many alternatives app to FastAPI that you must to know out there. And, looking for an ideal software was not easy matter. Lucky you, at this page you can find the best replacement app for FastAPI. So what you are waiting for, get the latest FastAPI alternative app for Windows 10 from this page.
Top 5 Back-End Frameworks to Consider for Web Development in 2021
FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3.6+ based on standard Python type hints. It is fast when compared to other major Python frameworks like Flask and Django. FastAPI gives great flexibility to fulfill businessesโ€™ API needs in todayโ€™s evolving world.

graphql-yoga Reviews

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Social recommendations and mentions

Based on our record, FastAPI seems to be a lot more popular than graphql-yoga. While we know about 312 links to FastAPI, we've tracked only 8 mentions of graphql-yoga. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

FastAPI mentions (312)

  • I Built My First Machine Learning API โ€” Here's Everything I Learned
    I used FastAPI, a Python framework built specifically for creating APIs quickly, with automatic validation and interactive documentation baked in. - Source: dev.to / 2 days ago
  • Shipping Sovereign SDK: Cryptographic Forensic Receipts and the End of the AI "Prose Tax"
    The Sovereign SDK is a Python-native framework designed to minimize prose overhead while generating ironclad, cryptographic execution receipts for AI agents, complete with drop-in FastAPI/Starlette ASGI middleware. - Source: dev.to / 3 months ago
  • 5-Minute AI Jobs and Closed Tabs โ€” Why We Built Replay-Then-Tail SSE
    We had a feature in production where a single user request could run for five-plus minutes โ€” fetch documents, chunk them, hit an LLM per chunk, synthesize a final answer. We did the obvious thing first: a FastAPI handler that ran the pipeline and streamed progress back to the browser over Server-Sent Events. - Source: dev.to / 4 months ago
  • FastAPI With LangChain and MongoDB
    FastAPI is a Python framework for building APIs quickly, efficiently, and with very little code. - Source: dev.to / 4 months ago
  • I Built A " CrowdSense AI " : A Scalable, Context-Aware Platform for Smart Stadiums
    Backend: Python-based FastAPI for its asynchronous I/O capabilities and rapid JSON serialization. - Source: dev.to / 4 months ago
View more

graphql-yoga mentions (8)

  • Show HN: Dumbo โ€“ Hono inspired framework for PHP
    You're talking about the implementation of the protocol, right? That is a good implementation of it, called GraphQL Yoga[0] However I'm concerned there is a slight disconnect here. I'm saying that the technical specification of GraphQL does not lend itself to being bad, rather its the failure of developers to really understand its purpose and what its for (its a giant aggregator, with various ways to optimally... - Source: Hacker News / over 1 year ago
  • Comparing Hattip vs. Express.js for modern app development
    Graphql: GraphQL middleware that wraps the GraphQL Yoga library. - Source: dev.to / over 2 years ago
  • We built a database UI for Postgres with an instant GraphQL API
    It's easy to do with a Serverless Function and with GraphQL Yoga. Source: almost 4 years ago
  • How to Build a Type-safe GraphQL API using Pothos and Kysely
    In today's article we are going to create a GraphQL api using the Koa framework together with the GraphQL Yoga library and Pothos. In addition, we will use Kysely, which is a query builder entirely written in TypeScript. - Source: dev.to / almost 4 years ago
  • Announcing GraphQL Yoga 2.0!
    We can't wait to get your questions, user feedback, and feature requests/PRs, and we already plan for new features such as an Enhanced Plugin System that will provide features similar to Envelop but at the request level. - Source: dev.to / over 4 years ago
View more

What are some alternatives?

When comparing FastAPI and graphql-yoga, you can also consider the following products

Flask - a microframework for Python based on Werkzeug, Jinja 2 and good intentions.

GraphQL Voyager - GraphQL Voyager รขย€ย“ Represent Any GraphQL API as an Interactive Graph

ExpressJS - Sinatra inspired web development framework for node.js -- insanely fast, flexible, and simple

GraphQl Editor - Editor for GraphQL that lets you draw GraphQL schemas using visual nodes

Django - The Web framework for perfectionists with deadlines

Firecamp - Firecamp is a modern client for Real-time, GraphQL, REST and other 15+ routine tech stacks and platforms.