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Knative VS FastAPI

Compare Knative VS FastAPI and see what are their differences

Knative logo Knative

Knative provides a set of components for building modern, source-centric, and container-based applications that can run anywhere.

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.
  • Knative Landing page
    Landing page //
    2023-08-27
  • FastAPI Landing page
    Landing page //
    2023-05-14

Knative features and specs

  • Serverless Capabilities
    Knative provides powerful serverless capabilities, allowing developers to deploy and manage applications without the need to manage infrastructure. This enables automatic scaling based on demand.
  • Kubernetes Integration
    Because Knative is built on top of Kubernetes, it integrates seamlessly with existing Kubernetes clusters, leveraging Kubernetes features and security policies.
  • Event-Driven Architecture
    Knative offers a robust event-driven architecture that enables applications to efficiently react to events, increasing responsiveness and reducing resource consumption.
  • Flexibility
    Knative provides developers with flexibility to use any programming language, runtime, or framework, allowing diverse applications to be deployed and managed.
  • Open Source Community
    Knative has a strong open-source community, offering extensive resources, continuous development, and a wealth of shared knowledge.

Possible disadvantages of Knative

  • Complexity
    Deploying and managing Knative can introduce complexity, especially for teams unfamiliar with Kubernetes or serverless paradigms.
  • Learning Curve
    There is a significant learning curve associated with Knative, which can be daunting for new users or teams without Kubernetes experience.
  • Resource Intensive
    Running Knative on Kubernetes requires considerable resources, which might not be cost-effective for small-scale applications or organizations.
  • Maturity
    As a relatively new technology, Knative may encounter issues related to maturity, stability, and support compared to more established platforms.
  • Limited Ecosystem
    Although growing, Knative's ecosystem is still limited compared to other serverless solutions, which might restrict available plugins and integrations.

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.

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

Knative videos

What is Knative?

More videos:

  • Review - Introduction to Knative | Cloud Academy
  • Review - Knative a Year Later: Serverless, Kubernetes and You (Cloud Next '19)

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

Category Popularity

0-100% (relative to Knative and FastAPI)
Cloud Computing
100 100%
0% 0
Developer Tools
9 9%
91% 91
Cloud Hosting
100 100%
0% 0
Web Frameworks
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 Knative and FastAPI

Knative Reviews

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FastAPI Reviews

The 20 Best Laravel Alternatives for Web Development
FastAPI, as the name hints, is a swift mover. Built on Starlette, it’s all about speed and performance with Python. Crafting API masterpieces at the speed of light, now that’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 – 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 businesses’ API needs in today’s evolving world.

Social recommendations and mentions

Based on our record, FastAPI seems to be a lot more popular than Knative. While we know about 289 links to FastAPI, we've tracked only 16 mentions of Knative. 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.

Knative mentions (16)

  • Building Microservices Using Knative
    As described above, Knative provides a rich ecosystem for managing and executing microservices that can be developed in a variety of programming languages. Any language that can be crafted into a web service and packaged as a kubernetes container is a viable execution candidate for a Knative service. Since 2018, Knative has evolved as a viable microservices platform and in 2022 was accepted by the CNCF at the... - Source: dev.to / 9 months ago
  • A Brief History Of Serverless
    In 2018, Google announced an OSS project called Knative. Knative was meant to be executed on top of Kubernetes and streamline the deployment of applications on the platform. - Source: dev.to / about 1 year ago
  • Rethinking Serverless with Flame
    Https://knative.dev/ - (CloudRun API is based on this OSS project). - Source: Hacker News / over 1 year ago
  • Running Serverless Functions on Kubernetes
    Serverless functions are pieces of code that take an HTTP request object and provide a response. With serverless functions, your application is composed of modular functions that respond to events and can be scaled independently. In this article, you learned about Knative and how to run serverless functions on Kubernetes using Knative and the func CLI. You can learn more about Knative on knative.dev, and a cheat... - Source: dev.to / over 2 years ago
  • DevOpsCon Munich 2022 - Human Interactions that Matter
    That night Sebastian Meyen - the chief content officer at S&S Media took the speakers out and I had a great, deep conversation with Zbynek Roubalik - one of the maintainers of both Knative and KEDA. He got me all excited about the GPTchat. I even tried to play with it that same night when I came back to the hotel. But I got bored after 20 minutes. It still feels like talking to a machine... I don't see the threat... - Source: dev.to / over 2 years ago
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FastAPI mentions (289)

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What are some alternatives?

When comparing Knative and FastAPI, you can also consider the following products

Fission.io - Fission.io is a serverless framework for Kubernetes that supports many concepts such as event triggers, parallel execution, and statelessness.

Django - The Web framework for perfectionists with deadlines

AWS Lambda - Automatic, event-driven compute service

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

Nuclio - Nuclio is an open source serverless platform.

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