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Fastapi tutorial pdf download FastAPI is relatively new, but it has a growing community. 本教程将一步步向你展示如何使用 FastAPI 的绝大部分特性。 各个章节的内容循序渐进，但是又围绕着单独的主题，所以你可以直接跳转到某个章节以解决你的特定需求。 FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. ; It uses a "spooled" file: A file stored in memory up to a maximum size limit, and after passing this limit it will be stored in disk. FileResponse to return the whole file—just like what I've 整体的介绍 FastAPI，快速上手开发，结合 API 交互文档逐个讲解核心模块的使用。视频学习地址： - liaogx/fastapi-tutorial Scribd is the world's largest social reading and publishing site. tiangolo. The latest version requires Python 3. It's also quite lengthy compared to other resources out there for comparable web frameworks. W3Schools offers free online tutorials, references and exercises in all the major languages of the web. 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. View and create guides/tutorials, ask questions, and share tips. 6+, Pydantic, SQLAlchemy, databases(the poorly named python library, not the concepts of a database), type hints, and all the other dependencies of the framework. Then, use the Uvicorn server to run your application. js file. Each section gradually builds on the previous ones, but it's structured to In this tutorial, you’ll learn how to: Use path parameters to get a unique URL path per item; Receive JSON data in your requests using pydantic; Use API best practices, including validation, serialization, and documentation; Continue learning about FastAPI for your use cases; This tutorial is written by the author of FastAPI. People *love* it. FastAPI Tutorial Documentation, Release FastAPI This is an autogenerated index file. You don't have to use File() in the default value of the parameter. 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. FastAPI is a high-performance web framework that facilitates building Python APIs using standard type hints. If you want to learn FastAPI you are much better off reading the FastAPI Tutorial. 6+ based on standard Python type hints. I also used FastAPI extensively to illustrate how to build and design APIs in my book Microservice APIs. This second edition incorporates the latest Python and FastAPI advancements, along with two new AI projects – a real-time object detection system and a text-to-image generation platform using Stable Diffusion. You can then run your application using the FastAPI CLI with the following command: fastapi main. py. --reload - It is a parameter that makes server restart after the code changes. The code examples examples are available for free on the book's GitHub repository, and you can download two capters for free using this link. FastAPI is the Python web framework that we are going to use in this book. Spoiler alert: the tutorial - user guide includes: Tutorial ini menunjukan cara menggunakan FastAPI dengan semua fitur-fiturnya, tahap demi tahap. 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. 7+ based on standard Python type hints. A full-stack web developer and a data scientist, François has a proven track record working in the SaaS industry, with a special focus on Python backends and REST API. This response class is particularly useful for serving static files, such as images, documents, or any other type of file that needs to be downloaded by the user. It is a contemporary web framework designed for creating RESTful APIs with Python 3. Nov 30, 2024 · In this tutorial we will try to connect FastAPI with PostgresSQL and try to create books api where we can add and fetch book records in PostgreSQL database. Dec 19, 2024 · To run your FastAPI application, you need to execute the code in a Python file. xlsx"'} return FileResponse(excel_file_path, headers=headers) Dec 19, 2024 · Learn how to use FastAPI with this comprehensive PDF tutorial, covering essential concepts and practical examples for developers. py code. You switched accounts on another tab or window. FastAPI was introduced and developed in 2018 by Sebastian Ramirez. Last updated: 12 December 2021. post("/pdf") def generate_report(id_worker: int = Form(. gz) from FastAPI backend. If you are not aware of FastAPI do refer to the tutorial fastapi-tutorial-build-a-rest-api-in-15-minutes - FastAPI is a modern Python web framework, very efficient in building APIs. Discover the secrets of building Python microservices using the FastAPI framework Key Features Provides a reference that contains definitions, illustrations, comparative analysis, and the implementation of real-world apps Covers concepts, … - Selection from Building Python Microservices with FastAPI [Book] Test Driven FastAPI. Once you have your FastAPI application code ready, save it in a file named main. Apr 30, 2023 · In this tutorial, we’ve explored FastAPI, a modern and fast web framework for building APIs with Python. With this practical book, developers familiar with Python will learn how FastAPI lets you accomplish more in less time with less code. Visual Studio Code is free and available on your favorite platform - Linux, macOS, and Windows. 11 1. Now let's break down the main. This means that if you need anything beyond a single tutorial application you either need to write it yourself or lean on extensions and libraries. May 23, 2024 · In this tutorial, I will show you how to use Alembic for database migrations in a FastAPI application by building the project from scratch. Get well-versed with FastAPI features and best practices for testing, monitoring, and deployment to run high-quality and robust data science applications Key Features Cover the concepts of the FastAPI framework, including aspects relating to asynchronous programming, type hinting, and dependency injection Develop efficient RESTful APIs for data science with modern Python Build, test, and Dec 11, 2022 · FastAPI is an awesome and simple framework for building APIs (application programming interfaces). Running Your Application. Your contribution will go a long way in helping us serve more readers. Line - 1: First we import the FastAPI class that provides all the functionality for the API. rst file with your own content under the root (or /docs) directory in your repository. Jul 25, 2023 · Welcome to the world of FastAPI, a sleek and high-performance web framework for constructing Python APIs. This document provides an overview of Streamlit, an open-source Python library for building and deploying web applications. fastapi-test-do - DigitalOcean X + Search by resource name or public IP (Cmd+B) Create v o USAGE PROJECTS fvoron+do + New project MANAGE Apps Droplets Kubernetes Volumes Databases Spaces Container Registry Images Networking Monitoring Settings Billing API e Marketplace Product Docs n Components: fastapi-test- Component Settings: FastAPI 学习 教程 - 用户指南 教程 - 用户指南¶. com FastAPI in PDF - You can download the PDF of this wonderful tutorial by paying a nominal price of $9. Learn FastAPI 本项目是FastAPI Web开发入门 进阶与实战 Web开发技术丛书 FastAPI Web开发入门教程书籍源码 - Gitxieada/fastapi_tutorial From setting up your development environment to building an API for a simple machine learning app, this tutorial takes you through all the steps: defining data models, API endpoints, handling requests, and more. For more detailed information, you can refer to the official FastAPI documentation at FastAPI Documentation. Subscribe. pdf), Text File (. Dec 27, 2024 · After setting up FastAPI, you can explore the Advanced User Guide for deeper insights and additional features. Blog; Sign up for our newsletter to get our latest blog updates delivered to your inbox weekly. Apr 14, 2021 · FastAPI. Clean Code. ``` best = compare_models() ``` Imagem do autor. Problem. It is recommended to first complete the Tutorial - User Guide to gain a solid foundation before exploring advanced features. As its name implies, FastAPI is indeed fast, rivaling similar frameworks in languages such as Golang. . FastAPI is a powerful and flexible framework that makes it easy to build fast, efficient APIs with Python. io focus on developing and testing production-ready RESTful APIs, integrating FastAPI with Vue and React, and serving up machine learning models. Each post gradually adds more complex functionality, showcasing the capabilities of FastAPI, ending with a realistic, production-ready REST API. js and Go. We just published a massive 19-hour course on the freeCodeCamp. This guide builds on the tutorial and provides more advanced techniques to enhance your application. Please create an index. For example, Django and Flask offer a great web development experience and troves of helpful documentation. Maybe check it out. Apr 29, 2022 · Swagger UI will provide a Download file link for you to download the file, as soon as you execute the request. It contains a May 7, 2023 · My FastAPI application returns a PDF file when a certain button is clicked. It's good, but it's hardly "more than enough". FastAPI is a modern Python web framework, very efficient in building APIs. FastAPI Tutorial in Visual Studio Code. As we delve into the world of coding and building dynamic APIs, we invite learners of all levels to join us on this exciting journey! Sep 3, 2023 · Using FileResponse with a file path. Companion for the O'Reilly book "FastAPI: Modern Python Web Development" - madscheme/fastapi - FastAPI is a modern Python web framework, very efficient in building APIs. Check out ourGetting Started Guideto FastAPI Tutorial - FastAPI is a modern Python web framework, very efficient in building APIs. Using UploadFile has several advantages over bytes:. Đặc điểm: Jul 16, 2021 · Welcome to the Ultimate FastAPI tutorial series. Check here for more information. FastAPI is a cutting-edge Python framework that is revolutionizing the way web apps and APIs are built. It discusses why Streamlit was created, including the need for a pure Python framework. It depends on Pydantic for data validation, serialization, and deserialization. 0 is the currently available version. I can't manage to catch the file on the python API Environment. Dec 11, 2019 · You can call FastAPI. One of the standout features of FastAPI is its ability to automatically generate interactive API documentation. 2018. You signed out in another tab or window. However, it is recommended to first complete the Tutorial - User Guide to establish a solid foundation before diving into advanced topics. This post is part 1. txt) or read book online for free. FastAPI framework, high performance, easy to learn, fast to code, ready for production. Nov 3, 2020 · Learn how to download and save PDF files using Python's requests module. Posted by Paul Esch-Laurent Last updated on July 9th, 2024 And there you have it! We've covered a lot of ground in this tutorial, from the basics of FastAPI to building a simple to-do list API. 6 onwards. The Ultimate FastAPI Tutorial - Build recipe API. 本教程将一步步向你展示如何使用 FastAPI 的绝大部分特性。. Tx, good luck! FastAPI tutorial for beginners playlist Jun 3, 2023 · Introduction: In this tutorial, we will walk through the step-by-step process of building a full-stack web application using FastAPI as the backend framework and React as the frontend library. 👍 9 memonkey01, botsman, jtr109, KyleJamesWalker, simomo, langston-barrett, DarcJC, sekaninat, and ciglenecki reacted with thumbs up emoji 🎉 13 pawamoy, jaddison, PFadel, dbanty, tier-ckk, solomonxie Jul 29, 2022 · Perform CRUD operations using SQL and FastAPI; Manage concurrency in FastAPI applications; Implement authentication in a FastAPI application; Deploy a FastAPI application to any platform; Who this book is for: This book is for Python developers who want to learn FastAPI in a pragmatic way to create robust web APIs with ease. Sep 18, 2024 · Read writing about Fastapi Tutorials in Towards Dev. He graduated in industrial The tutorials and articles on TestDriven. Complementary Udemy+Forum access. The following features make the Python FastAPI framework worth trying: Speed: FastAPI is one of the fastest Python web frameworks. @app. Various ways to display or download the PDF file in the frontend 1. The Swagger UI tool integrates seamlessly with FastAPI. Se quisermos, podemos analisar o modelo por meio da visualização e tentar melhorar o desempenho por meio do ajuste de hiperparâmetros ou do conjunto de modelos, mas não faremos isso neste tutorial. Each section gradually builds on the previous ones, but it's structured to separate topics, so that you can go directly to any specific one to solve your specific API needs. . You could consider this a book, a course, the official and recommended way to learn FastAPI. Brige the gap between Tutorial hell and Industry. FastAPI was released in 2018, and it was created by Sebastián Ramírez. A perfect blend of Blog+Video in each tutorial. Khái niệm. May 8, 2023 · I generate a PDF file using PyFPDF library and would like to return this in-memory buffer without writing it to local disk. local. FastAPI’s design follows the OpenAPI Specification (OAS) for API This tutorial shows you how to use FastAPI with most of its features, step by step. By the end of this tutorial, you’ll have a good understanding of how to use FastAPI to build APIs quickly and efficiently. The API is a python API wrote with fastAPI library. Dec 19, 2024 · To facilitate file downloads in FastAPI, the FileResponse class is a powerful tool that allows you to send files directly to the client. You signed in with another tab or window. - Finally, the quality of docs for FastAPI is outstanding. FastAPI in PDF - You can download the PDF of this wonderful tutorial by paying a nominal price of $9. Warning. yml up -d (this will download the postgres image and build the image How to UPLOAD any FILE to SERVER using FastAPIIn this video we are going to learn on how to upload any file to a server using FastAPIFastAPI is a Web fram If pdf is created you can provide it as download via a fastapi endpoint The file format PDF. Line -3: We initialize the FastAPI class and name it app. Created: 04 December 2021. standard Dependencies¶ FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. Thus, no need for saving the file to the disk or generating temporary files, as suggested by another answer. We warn and suggest you clean code practices e. Seperation of FastAPI Learn How To - Recipes How To - Recipes¶. Dec 27, 2024 · This command installs FastAPI along with all its dependencies, including Uvicorn, which is the ASGI server used to run your application. Using FastAPI, React, SQLModel, PostgreSQL, Docker, GitHub Actions, automatic HTTPS and more. Dependencies¶ FastAPI depends on Pydantic and Starlette. The documentation is available in various formats, including HTML and PDF, making it easy to reference offline. Apr 24, 2022 · FastAPI Swagger UI default / Welcome / todo Retrieve Todo / Add Parameters NO parameters Request body Value Try it out applicationason Links No links "item": schmea! " Responses Code Successful Response type application/json Dec 27, 2024 · To download the FastAPI documentation, you can access the official documentation directly from the FastAPI GitHub repository or the documentation site. py file. Oct 2, 2020 · If you know how to send a file to FastAPI server and access it in /predict endpoint for prediction using my models please help me out. Start by copying the provided code into a file named main. By the end of this tutorial, you will have: A complete working CRUD API. I want to send this file to an API that i wrote with an XMLHttpRequest. py Nov 16, 2020 · The file is a valid file because i can exploit it thank to a javascript pdf library. Known for its speed, simplicity, and scalability, FastAPI empowers developers to create high-performing applications with ease. Vậy fastAPI là gì, mời các bạn đọc phần tiếp theo. Your contribution will go a long way in helping us serve more Explore our comprehensive FastAPI tutorial PDF, covering essential concepts and practical examples for effective learning. Gotta go Fast: Writing an API with Python and FastAPI. An API (Application Programming Interface) connects several softwar Sep 2, 2022 · Stack Overflow for Teams Where developers & technologists share private knowledge with coworkers; Advertising & Talent Reach devs & technologists worldwide about your product, service or employer brand In this complete FastAPI course I will quickly get you up to speed, by walking you through the FastAPI framework from the beginning to the end! Whether you are interested in expanding your current craft, want to change careers or simply wanting to learn a very popular topic, then this course is for you! This tutorial shows you how to use FastAPI with most of its features, step by step. Optimized for building and debugging modern web and cloud applications. org YouTube channel that will teach you how to build a full-fledged API using Python and the FastAPI library FastAPI is on the other end of the spectrum, it tries to be minimalistic and provide as few opinions as possible while still achieving their core objectives. It is designed to be easy to use and efficient, making it a popular choice among developers for building robust and scalable APIs. My web interface is local hosted on a python server. rst or README. He is also the creator and maintainer of FastAPI Users, the #1 authentication library for FastAPI, and is one of the top experts in the FastAPI community. Or it might be the case that you just prefer to take other courses because they adapt better to your learning style. 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. - fastapi/full-stack-fastapi-template Jul 29, 2023 · Introduction: In this blog, we will explore how to create a file upload and download API using Python and FastAPI. Jul 31, 2024 · “Explore the seamless process of downloading files using Fastapi, the modern, easy-to-use, high performance framework that assures fast and secure file transfers. 8 or later. On server side, I simply validate the filepath, and I then use Starlette. The steps to get the job done are listed below: You signed in with another tab or window. The FastAPI documentation is detailed and easy 本项目是FastAPI Web开发入门 进阶与实战 Web开发技术丛书 FastAPI Web开发入门教程书籍源码，这是一本从实战角度介绍FastAPI web开发的入门与进阶型技术书。 Aug 12, 2023 · Welcome to our comprehensive tutorial on FastAPI, a high-performance, easy-to-learn Python web framework. form() and manually checking if the user submitted the required parameters. FastAPI is a new Python web framework that’s powerful and enjoyable to use. FastAPI has been developed by Sebastian Ramirez in Dec. The series is a project-based tutorial where we will build a cooking recipe API. It provides a user-friendly web interface to visualize the documentation and exploration of the endpoints. 6 or above. Display the PDF I'm also building a full course on FastAPI + SQLAlchemy. I publish about the latest Dec 30, 2023 · FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. 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. By following these steps, you will have FastAPI installed and ready for development. Aug 31, 2022 · I am trying to download a large file (. We know, we might make it hard for you but definitely worth the efforts. One of the many great reasons to use Python is the vast amount of mature and stable libraries to choose from. (*) To understand more about it, see the section Benchmarks. Unlock the power of FastAPI, one of the fastest-growing web frameworks in Python! Dive into a step-by-step guide designed for all skill levels. GraphQL is a query language for APIs and a runtime for fulfilling those queries with your existing data. Setiap bagian dibangun secara bertahap dari bagian sebelumnya, tetapi terstruktur untuk memisahkan banyak topik, sehingga kamu bisa secara langsung menuju ke topik spesifik untuk menyelesaikan kebutuhan API tertentu. Most of these ideas would be more or less independent, and in most cases you should only need to study them if they apply directly to your project. Stay Updated. I have deployed the model using /predict endpoint and done uvi Today I wanna show you how to create a pdf file in the fastapi framework. Although the Tutorial - User Guide and this Advanced User Guide are written as a guided tutorial (like a book) and should be enough for you to learn FastAPI, you might want to complement it with additional courses. Covering popular subjects like HTML, CSS, JavaScript, Python, SQL, Java, and many, many more. So, let Giunio be your expert guide to the power and efficiency of FastAPI! Antonio Ferraro MSC Computer Science, Business Owner C o n t r i b u t o r s A b o u t t h e a u t h o r Giunio De Luca is a software engineer with over 10 years of experience in fields such as physics, sports, and administration. headers = {'Content-Disposition': 'attachment; filename="Book. It is one of the fastest web frameworks of Python. 0 release - as evidenced by my "skin in the game" tutorial series :) FastAPI is a modern Python web framework, very efficient in building APIs. The docs seem to assume you are already an expert with Python 3. Latest Posts (19) Using HTMX with FastAPI. If you want to use another markup, choose a different builder in your settings. FastApi là 1 web framework dùng để build API có hiệu năng cao, code dễ ẹc, đơn giản nhưng cũng hỗ trợ tốt cho việc làm sản phẩm. tar. I There's a docs homepage video and video #1 of the Tutorial so far. 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. I'm biased 😁 but I plan to do a really, really good job on this FastAPI beginner tutorial playlist I'm building out on YouTube - it follows the Tutorial in the FastAPI docs. FastAPI framework, high performance, easy to learn, fast to code, ready for production - fastapi/fastapi. github stars) of FastAPI compared to Flask/Django. Reload to refresh your session. The PDF file will be created from a record in th - FastAPI is a modern Python web framework, very efficient in building APIs. FastAPI is a modern high-performant web framework for building APIs with Python. RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. Whether you're a beginner or an experienced developer, FastAPI has something to offer. It is designed to make it easy to build APIs quickly and efficiently while providing features like automatic validation, serialization, and documentation of your API, making it a popular choice for building web services and microservices. ”Sure, let’s start with the table in html format: Title Description FastAPI FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. Don't worry if you're new to API programming – we'll start at the beginning. FastAPI is very fast due to its out-of-the-box support of the async feature of Python 3. Among the various features of FastAPI out of the boxwe will be exploring how to include an endpoin… Nov 1, 2021 · A lot of API tutorials just teach the absolute minimum. I use the ormar and fpdf libraries. - Fourth - look at the growth profile (e. FastAPI 0. 2. - FastAPI is a modern Python web framework, very efficient in building APIs. Run docker-compose -f docker-compose. We want to bring in the culture of Clean Code, Test Driven Development. You can declare multiple File and Form parameters in a path operation, but you can't also declare Body fields that you expect to receive as JSON, as the request will have the body encoded using multipart/form-data instead of application/json. I'm doing it page by page. tl;dr, I'd happily bet on a FastAPI 1. 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 Key Features Learn the … - Selection from Full Stack FastAPI, React, and MongoDB - Second Edition [Book] Purchase of the print or Kindle book includes a free PDF eBook; Book Description. app - It refers to the object of the FastAPI created inside the main. FastAPI’s design follows the OpenAPI Specification (OAS) for API See full list on fastapi. FastAPI is a modern, fast, and highly efficient web framework for building APIs Welcome to my FastAPI learning journey! This repository documents my progress as I explore FastAPI, a modern Python framework for building APIs. 各个章节的内容循序渐进，但是又围绕着单独的主题，所以你可以直接跳转到某个章节以解决你的特定需求。 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. FastAPI is a modern Python web framework, very efficient in building APIs. 3Installation ToinstalljustContrib(withoutmongodb,pytz,ujson): $ pip install fastapi_contrib You signed in with another tab or window. This solution uses the FileResponse class from FastAPI to return the PDF file from a file path on the disk. g. Jul 2, 2021 · What is FastAPI? # The official FastAPI website describes FastAPI as a modern and high-performance web framework for building APIs with Python 3. Historically, async work in Python has been nontrivial (though its API has rapidly improved since Python 3. Here, you'll find my experiments, projects, and notes as I learn and grow This tutorial will guide you through the steps to deploy the serverless FastAPI application on AWS Lambda. Its automatic FastAPI Reference Reference¶ Here's the reference or code API, the classes, functions, parameters, attributes, and all the FastAPI parts you can use in your applications. 6+. Web Application Development Streamlit - Free ebook download as PDF File (. Check these FastAPI performance tests. Fastapi Tutorial Github Resources Explore comprehensive FastAPI tutorials and GitHub resources to enhance your development skills and build robust applications. We don't just write code, We write it following the TDD guidelines. Important Note : To ensure proper access to our backend, it is necessary to modify the CORS (Cross-Origin Resource Sharing) settings in the App. The key features are: Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). Building Data Science Applications with FastAPI is the go-to resource for creating efficient and dependable data science API backends. FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. File Download With FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. It is based on Python’s type hints feature that has been added since Python 3. openapi() method that will return OpenAPI schema as python dictionary. We’ve learned how to set up FastAPI, define a route, and run our API using uvicorn Full stack, modern web application template. Find out how to set-up and get the most from Visual Studio Code. Jun 28, 2022 · Learn how to download a file using FastAPI in Python with this Stack Overflow discussion. I will be using PostgreSQL as the database server, but you should be able to follow this tutorial by using any database server. GraphQL provides a complete and understandable description of the data in your API, gives clients the power to ask for exactly what they need and nothing more, makes it easier to evolve APIs over time, and enables powerful developer tools. Fastapi Python Latest Version Updates Explore the latest features and improvements in Fastapi Python, enhancing your web development experience with speed and efficiency. Here you will see different recipes or "how to" guides for several topics. 68. In fact, its speed is at par with Node. But a production-ready API is much more complicated than what most tutorials teach. In this post, we discuss how to install FastAPI and the fundamentals of using it. FastAPI Contrib Documentation, Release 0. 4) particularly with Flask. Com base nisso, o modelo de melhor desempenho é o `Gradient Boosting Regressor`. Independent TechEmpower benchmarks show FastAPI applications running under Uvicorn as one of the fastest Python frameworks available, only below Starlette and Uvicorn themselves (used internally by FastAPI). One of the fastest Python frameworks available. Forum: Ask Doubt Dec 4, 2021 · The FastAPI Ultimate Tutorial A Complete Guide to FastAPI. Here are the introductory sections and the tutorials to learn FastAPI. 99. A publication for sharing projects, ideas, codes, and new theories. To download the code, please copy the following command and execute it in the terminal To ensure that your submitted code identity is correctly recognized by Gitee, please execute the following command. nvmlxxiqk hyui ulxrp xqrth emx orxm muzue ueqdnbx byak jwtl