Fastapi modern python web development pdf download free download. You switched accounts on another tab or window.
Fastapi modern python web development pdf download free download It is built on the Werkzeug toolkit and Jinja2 templating engine and is deployed on WSGI (Python Web Server Gateway Interface). Download the O’Reilly App. Top rated Web Development products. Nov 6, 2023 · FastAPI: Modern Python Web Development - Kindle edition by Lubanovic, Bill. 6+ based on standard Python type hints. HTMX is a lightweight JavaScript library facilitating seamless server-client communication, simplifying real-time updates, and enhancing user interactions. It’s also a story of how, now and then, the bright and shiny objects that we stumble across can turn out to be very useful. FastAPI is relatively new, but it has a growing community. With this practical book, developers familiar with Python will learn how FastAPI lets you accomplish more in less time with less code. Introduction to web development with Python and Django Documentation, Release 0. With this book, you’ll be able to create fast and reliable data science API backends using practical examples. Apr 24, 2022 · free cloud-based monitoring service, which will then receive and display metrics about your deployment (disk utilization, CPU, operation statistics, etc). Jul 29, 2022 · FastAPI is the Python web framework that we are going to use in this book. Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation. 8+, especially type annotations. account deposit; education; my account; wishlist; checkout; products search $ May 14, 2024 · FastAPI is a modern, fast (high-performance), web framework for building RESTful APIs with Python 3. FastAPI - Modern web framework for building APIs with Python in minutes Now I have a complete web application Explore the powerful Python web development ecosystem with Pydantic and FastAPI Future-proof your applications by integrating ChatGPT or other LLMs Purchase of the print or Kindle book includes a free PDF eBook Description Download full ebook of High Performance Web Apps With Fastapi The Asynchronous Web Framework Based On Modern Python 1St Edition Malhar Lathkar 2 online pdf all chapter docx - Free download as PDF File (. Key features that define FastAPI are the following: Free Bonus: 5 Thoughts On Python Mastery, a free course for Python developers that shows you the roadmap and the mindset you’ll need to take your Python skills to the next level. ⚡ FastAPI for the Python backend API. form() and manually checking if the user submitted the required parameters. Easy registration and seamless file sharing. Known for its speed, simplicity, and scalability, FastAPI empowers developers to create high-performing applications with ease. Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. See full list on github. Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Autor: Bill Lubanovic, Editorial: O'Reilly Media, ISBN Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Autor: Bill Lubanovic, Editorial: O'Reilly Media, ISBN Jul 29, 2022 · RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. Build secure, scalable, and structured Python microservices from design concepts to infrastructure. Layers. 8+, especially type annotations; Understand the differences between sync and async Python Read online or download for free from Z-Library the Book: FastAPI Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Enjoy 10 GB of free web space on Dirzon. Use features like bookmarks, note taking and highlighting while reading Full Stack FastAPI, React, and MongoDB: Build Python web applications with the FARM stack. 7+ based on standard Python type hints. With its speed, simplicity, and powerful features like automatic validation, API documentation generation, and easy integration, FastAPI has gained significant popularity among developers worldwide. introduced in modern Python as well as computer science engineering students at graduate and postgraduate levels will also benefit immensely from the practical approach adapted in the book. 1 customer review. As its name implies, FastAPI is indeed fast, rivaling similar frameworks in languages such as Golang. Sep 16, 2022 · Learn how to build web applications with FastAPI Understand the differences between FastAPI, Starlette, and pydantic Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation Examine new features of Python 3. HTMX. FastAPI has been developed by Sebastian Ramirez in Dec. Lastly, we will consider various web server solutions and deployment options (such as Deta, Heroku, and Digitalocean) for our FastAPI Python-based backend, while trying to opt for free solutions. Concurrency. The mnitoring data will be available on a MongoDB website with a unique URL accessible to you Aug 4, 2022 · Use the Form keyword to define Form-data in your endpoint, and more specifically, use Form() to make a parameter required, instead of using await request. 8+, especially type annotations ; Understand the differences between sync and async Python Explore the powerful Python web development ecosystem with Pydantic and FastAPI Future-proof your applications by integrating ChatGPT or other LLMs Purchase of the print or Kindle book includes a free PDF eBook Description Chapter 1: Getting Started with FastAPI. 1 The Client Server Architecture In software development an architecture is a way of organising code you see time and time again. Jun 28, 2022 · Here is the sample bit of code for python to fetch files and dirs for a path, you can return the path as a list with a new entry in a loop to go deeper into a file Yes, you can access High-Performance Web Apps with FastAPI by Malhar Lathkar in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming in Python. Download it once and read it on your Kindle device, PC, phones or tablets. FastAPI is a modern and high-performance web framework used for developing APIs supported by Python 3. Learn the basics of MongoDB to be able to model any type of data; Explore the powerful Python web development ecosystem with Pydantic and FastAPI Lastly, we will consider various web server solutions and deployment options (such as Deta, Heroku, and Digitalocean) for our FastAPI Python-based backend, while trying to opt for free solutions. It aims to be easy to use and provide a high developer… This new era of libraries and frameworks promises both greater speed and ease of development, bringing Python on par with newer languages like Go and Rust while keeping the core experience that made Python so popular. Why is FastAPI the fastest growing Python web development framework in the market? To make it simple, FastAPI covers all aspects of APIs. FastAPI: Modern Python Web Development, 277 pages, 2023-12-12. Non-free Django for APIs is a project-based guide to building modern web APIs Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Delivery: This can be downloaded Immediately after purchasing. Pydantic, Type Hints, and Models Tour Download the free Kindle app and start reading Kindle books instantly on your smartphone, Fastapi: Modern Python Web Development Paperback – Import, Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Sep 15, 2023 · Learn how to build web applications with FastAPI Understand the differences between FastAPI, Starlette, and pydantic Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation Examine new features of Python 3. FastAPI is a cutting-edge Python framework that is revolutionizing the way web apps and APIs are built. FastAPI is one of the most exciting new web frameworks out today. FastAPI comes with a lot out of the box, and is one of the fastest and highest performing web frameworks available. 📕 FastAPI: Modern Python Web Development. com. Readers familiar with the REST API and microservices will also benefit from this book. Nov 15, 2023 · Through the course of this FastAPI: Modern Python Web Development book, you will: Learn how to build web applications with FastAPI; Understand the differences between FastAPI, Starlette, and pydantic; Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation; Examine new features of Python 3. This is a result of trends in faster internet speeds, greater web access and penetration, and the development of more powerful mobile devices. Read online or download for free from Z-Library the Book: FastAPI Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. Sep 23, 2022 · Download it once and read it on your Kindle device, PC, phones or tablets. txt) or read online for free. Read this book using Google Play Books app on your PC, android, iOS devices. You should take my choices as recommendations and not as gospel. It's exciting because it leverages more of the modern Python language features than any other framework: type hints, async and await, dataclasses, and much more. Examine new features of Python 3. If you want to have a private repository, GitHub won't allow you to simply fork it as it doesn't allow changing the visibility of forks. Apr 14, 2021 · FastAPI. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. The next chapter will show what Python offers in these areas. com Download the free Kindle app and start reading Kindle books instantly Oct 27, 2024 · Other web servers use e. 38 MB FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. Reload to refresh your session. The latest version requires Python 3. Read It Now. You signed in with another tab or window. FastAPI: Modern Python Web Development (First Early Release) https://DevCourseWeb. FastAPI Tour FastAPI is a modern, fast (high-performance) web framework for building APIs with Python 3. Dec 3, 2024 · Download FastAPI for free. This book starts with the basics of the FastAPI framework and associated modern Python programming language FastAPI is the Python web framework that we are going to use in this book. , ISBN The book will try to cover the absolute minimum necessary for you to be able to build a simple FastAPI system, but along the way it will consider various web server solutions and deployment options (such as Deta, Heroku, and DigitalOcean) for your FastAPI Python-based backend, while trying to opt for free solutions. Key Features. 8 By the end of the recipe, you’ll have your first FastAPI server up and running – a milestone that marks the beginning of an exciting journey in modern web development. Aspiring and the experienced Python developers looking to leverage the flexibility of Python and the powerful features introduced in Modern Python. Use features like bookmarks, note taking and highlighting while reading FastAPI: Modern Python Web Development. 68. Oct 23, 2020 · Once you get the bytes of the PDF file, you can simply return a custom Response, specifying the content, headers and media_type. By the end of the recipe, you’ll have your first FastAPI server up and running – a milestone that marks the beginning of an exciting journey in modern web development. As its name implies, FastAPI is indeed fast, rivaling similar frameworks in Through the course of this book, you will: Learn how to build web applications with FastAPI Understand the differences between FastAPI, Starlette, and pydantic Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation Examine new features of Python 3. You signed out in another tab or window. The async feature makes it extremely “fast” as compared with the other Python web In this chapter, I’ll point out some areas that have become ever more relevant to the modern web: Services and APIs. . Key features that define FastAPI are the following: Nov 27, 2023 · Learn how to build web applications with FastAPI. This has created the need to rethink application development. Top rated Microservices products. Jul 9, 2023 · FastAPI has emerged as a game-changer in the world of Python web development, providing developers with a high-performance framework for building APIs. FastAPI is a modern, fast web framework for building APIs with Python based on standard Python type hints. Most software development books provide small and focused code examples that Oct 2, 2022 · Flask vs FastAPI Flask is a micro python web framework used for building lightweight web applications. Data. Modern Python It’s all in a day’s work for Confuse-a-Cat. ebook Explore the powerful Python web development ecosystem with Pydantic and FastAPI Download a free PDF copy of this book Marko has authored the book Modern Web Summary: FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. FastAPI is a modern, fast, and highly efficient web framework for building APIs Nov 6, 2023 · FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. Author Bill Lubanovic covers the nuts and bolts of Following is what you need for this book: This book is for Python developers looking to enhance their skills to build scalable, high-performance web apps using FastAPI. Great editor support. Because of its asynchronous core platform, this ASGI-based framework provides the best option when it comes to performance, reliability, and scalability over the WSGI-based Django and Flask. Четете онлайн или изтеглете книга безплатно от Z-Library: FastAPI: Modern Python Web Development, Автор: Bill Lubanovic Build secure, scalable, and structured Python microservices from design concepts to infrastructure. Nov 27, 2023 · Download FastAPI: Modern Python Web Development (True PDF) or any other file from Books category. This book is a fast-paced, concise, and hands-on beginner’s guide that will equip you with the skills you need to quickly build web applications by diving just deep enough into the intricacies of the stack's FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. So, to cut a long story short, we choose FastAPI because we ideally want the ability and speed to handle requests asynchronously as if we were using a The Full Stack Python (Matt Makai) This book explains each Python web application stack layer and provides the best web resources for those topics. Web development is a dynamic field that encompasses everything from design to programming, being essential in the creation of modern and functional websites. threads, gevent, etc. 2018. Thus, no need for saving the file to the disk or generating temporary files, as suggested by another answer. But, to us, FastAPI is the clear choice going forward. Jinja2 Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, Inc. FastAPI: Modern Python Web Development - Ebook written by Bill Lubanovic. static/: Non-code files that are directly served by the web server. Scan this QR code to download the app now. FastAPI 0. Author Bill Lubanovic covers the nuts and bolts of Learn how to build web applications with FastAPI; Understand the differences between FastAPI, Starlette, and pydantic; Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation; Examine new features of Python 3. Chapter 5. It is a fast, lightweight modern API and has an easier learning curve when compared to other Python-based web frameworks, such as Flask and Django. Understand the differences between sync and async Python. test/: Test scripts for the various layers. By Bill Lubanovic - Published in 2023. After cloning the repository, and after doing changes, you might want to get the latest changes from this original template Sep 23, 2022 · This book is for web developers and analysts who want to include the power of a modern asynchronous Python framework, a flexible data store and a powerful UI library with the combination of two of the most important programming languages today in their web development toolkit. FastAPI - a modern, high-performance Python web framework that makes it easy to build robust APIs with minimal code and maximum efficiency. This chapter discusses specific Python … - Selection from FastAPI [Book] Mar 20, 2024 · "Get the PDF version of the complete ebook FastAPI: Modern Python Web Development by Bill Lubanovic in PDF format for full pages. Author Bill Lubanovic covers the nuts and bolts of Learn how to build web applications with FastAPI; Understand the differences between FastAPI, Starlette, and pydantic; Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation; Examine new features of Python 3. 6 or above. Sebastián Ramírez, creator of FastAPI Preview … - Selection from FastAPI [Book] In this book I present my workflow for developing web applications with Flask. Learn how to build web applications with FastAPI ; Understand the differences between FastAPI, Starlette, and pydantic ; Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation ; Examine new features of Python 3. service/: Python modules for the intermediate Service layer. SQLite - a lightweight, embedded relational database management system that provides a self-contained, serverless, and file-based solution for storing and retrieving structured data. Version: Only PDF Version. FastAPI is a high-performance Python web framework designed for rapid web development, combining Python-type hints with automatic OpenAPI generation. Download the free Kindle app and start reading Kindle books instantly on your smartphone, Fastapi: Modern Python Web Development Paperback – 12 December 2023 . Aug 23, 2024 · Boost your web developer potential and stay ahead in the fast-paced web development and AI race with the flexibility, adaptability, and robustness of the FARM stack. Similar perhaps to how journalists follow a pattern when structuring their articles. Baca online atau unduh buku secara gratis dari Z-Library: FastAPI: Modern Python Web Development, Penulis: Bill Lubanovic, Penerbit: O'Reilly Media, ISBN Now that we have understood the important prerequisites, it is now time to introduce the FastAPI web application framework. FastAPI is one of the fastest Python web frameworks because it uses async code, leveraging the underlying Starlette package’s ASGI support and its own innovations. Instant delivery. 8+, especially type annotations; Understand the differences between sync and async Python Dec 12, 2023 · FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. 8+, especially type annotations Understand the Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Lubanovic B FastAPI Modern Python Web Development 2022 PDF | 11. Discover an exceptional range of educational resources with our collection of free PDF books on web development. FastAPI. g. So, to cut a long story short, we choose FastAPI because we ideally want the ability and speed to handle requests asynchronously as if we were using a Discover FastAPI features and best practices for building and deploying high-quality web APIs from scratchKey FeaturesA practical guide to developing production-ready web APIs rapidly in PythonLearn how to put FastAPI into practice by implementing it in real-world scenariosExplore FastAPI, its syntax, and configurations for deploying applicationsBook DescriptionRESTful web services are Jul 29, 2023 · Introduction: In this blog, we will explore how to create a file upload and download API using Python and FastAPI. FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. FastAPI is a young yet solid framework that takes advantage of newer Python features in a cl… Chapter 2. Modern Python Web Development. Known for its speed, simplicity, and scalability, FastAPI empowers developers to create high-performing applications Jan 10, 2023 · Instead of diving deep into the details of those tools, readers will learn how to apply best practices for designing and developing easy-to-use microservice APIs that deliver value, through hands-on coding with Python, one of the most popular tools for web development. Understand the differences between FastAPI, Starlette, and pydantic. Free. After that, we’ll dive into the FastAPI web framework and see what it has to offer. 6 and its later versions based on standard Python-type hints. This book will help FastAPI is the Python web framework that we are going to use in this book. *FREE* shipping on qualifying offers. If you are building an API in Python, you have many choices. 36 MB N/A | 366 Pages Title: FastAPI Author: Bill Lubanovic Year: N/A Description: N/A DOWNLOAD: Lubanovic B FastAPI Modern Python Web Development 2022 PDF | 11. 8+, especially type annotations Understand the Dec 12, 2023 · click here for free pdf book lists. HTTP download also available at fast speeds. A practical guide to developing production-ready web APIs rapidly in Python; Learn how to put FastAPI into practice by implementing it in real-world scenarios; Explore FastAPI, its syntax, and configurations for deploying Lastly, we will consider various web server solutions and deployment options (such as Deta, Heroku, and Digitalocean) for our FastAPI Python-based backend, while trying to opt for free solutions. FastAPI: Modern Python Web Development: Lubanovic, Bill: 9781098135508: Books - Amazon. Instead of an isolated desktop or mobile application, Enjoy 10 GB of free web space on Dirzon. web/: FastAPI Python modules for the site's top Web layer. You switched accounts on another tab or window. 0 is the currently available version. Get full access to FastAPI and 60K+ other titles, with a free 10-day trial of O'Reilly. template/: Jinja template files. 8+, especially type annotations; Understand the differences between sync and async Python FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. Key features that define FastAPI are the following: Read online or download for free from Z-Library the Book: FastAPI Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Modern applications are developed to be installed on mobile devices or hosted on the web. May 4, 2023 · A list of most popular Python books on Web Development Free/Non-free Any. Share your files easily with friends, family, and the world. Compatible Devices: Can be read on any device (Kindle, NOOK, Android/IOS devices, Windows, MAC) The FARM stack combines the power of the Python ecosystem with REST and MongoDB and makes building web applications easy and fast. FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. FastAPI is the Python web framework that we are going to use in this book. RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. I don’t claim to have the only true way to build applications with this framework. com English | 2022 | ISBN: 9781098135492 | 59 pages | True EPUB, MOBI | 8. 📌 This is a pragmatic introduction to FastAPI—a modern Python web framework. Dec 2, 2024 · • Implement SQL and NoSQL integration techniques for versatile data management in FastAPI applications. This book will show you how FastAPI, a high-performance web framework for building RESTful APIs in Python, allows you to build robust web APIs that are simple and intuitive and makes it easy to build quickly with very little boilerplate code. Purchase of the print or Kindle book includes a free PDF eBook; Book Description. FastAPI – Python Web Framework i About the Tutorial FastAPI is a modern Python web framework, very efficient in building APIs. Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN By the end of the recipe, you’ll have your first FastAPI server up and running – a milestone that marks the beginning of an exciting journey in modern web development. It is one of the fastest web frameworks of Python. So, to cut a long story short, we choose FastAPI because we ideally want the ability and speed to handle requests asynchronously as if we were using a Aug 2, 2024 · Purchase of the print or Kindle book includes a free PDF eBook; Book Description. 7+ versions. The key features are: Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). Book Description FastAPI is a cutting-edge Python framework that is revolutionizing the way web apps and APIs are built. Throughout the book it takes an example open source Python web application through a complete deployment on a virtual private server. 8+, especially type annotations Understand the differences between sync and async Python FastAPI is the Python web framework that we are going to use in this book. We have over one million books available in our catalogue for you to explore. Use features like bookmarks, note taking and highlighting while reading High-Performance Web Apps with FastAPI: The Asynchronous Web Framework Based on Modern Python. This makes web development rapid, while making use of one of the most popular programming Mar 27, 2023 · Download it once and read it on your Kindle device, PC, phones or tablets. . 36 MB N/A | 366 Pages Title: FastAPI Author: Bill Lubanovic Year: N/A Nov 10, 2024 · Download the free Kindle app and start reading Kindle books instantly on your Building Python Web APIs with FastAPI: A fast-paced guide to building high Web API Development With Python a Beginners Guide Using Flask and FastAPI (Intermediate Python) (Rehan Haider) (Z-Library) - Free download as PDF File (. Read online or download for free from Z-Library the Book: FastAPI: Modern Python Web Development, Author: Bill Lubanovic, Publisher: O'Reilly Media, ISBN Discover FastAPI features and best practices for building and deploying high-quality web APIs from scratch. FastAPI framework, high performance, easy to learn, fast to code. pdf), Text File (. What Is FastAPI? FastAPI is a modern, high-performance web framework for building APIs with Python based on standard type hints. This book is for Python web developers, advanced Python developers, and backend developers using Flask or Django who want to learn how to use the FastAPI framework to implement microservices. " "Acquire the eBook pdf] written by Bill Lubanovic by FastAPI Sep 10, 2024 · Purchase of the print or Kindle book includes a free PDF eBook; Book Description. If you plan to use Chapter 3. Audience You signed in with another tab or window. Monty Python Preview Python evolves to keep up with our changing technical world. Professionals seeking practical guidance to create APIs and web apps that can handle significant traffic and scale as needed will also find this book helpful by learning from both foundational insights and advanced techni Dec 12, 2023 · Read 5 reviews from the world’s largest community for readers. Jan 10, 2024 · FastAPI. Computer science Engineering students at graduate and postgraduate level will also benefit immensely from the practical approach adapted in the book. Dec 12, 2023 · FastAPI: Modern Python Web Development: 9781098135508: Computer Science Books @ Amazon. Download for offline reading, highlight, bookmark or take notes while you read FastAPI: Modern Python Web Development. ca Download the free Kindle app and start reading Kindle books instantly on Nov 17, 2023 · Through the course of this book, you will: Learn how to build web applications with FastAPI Understand the differences between FastAPI, Starlette, and pydantic Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation Examine new features of Python 3. FastAPI is a web application framework based on Python’s modern features such as type hints and support for asynchronous processing. Its also called a pattern. Nov 30, 2023 · Learn how to build web applications with FastAPI; Understand the differences between FastAPI, Starlette, and pydantic; Learn two features that set FastAPI apart: asynchronous functions and data type checking and validation; Examine new features of Python 3. com model/: Pydantic Python modules that define data aggregates. FastAPI is a new Python framework for developing web APIs that has gained popularity over the last few years. One of the fastest Python frameworks available. Jul 29, 2022 · Building Python Web APIs with FastAPI: A fast-paced guide to building high-performance, robust web APIs with very little boilerplate code [Adeshina, Abdulazeez Abdulazeez] on Amazon. 8+, especially type annotations Understand the differences between sync and async Python FastAPI is a web framework for building APIs with Python 3.
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