Fastapi ebook example free. Top rated Microservices products.
Fastapi ebook example free Now we will look at a brief introduction to the Python REST-API framework of choice – FastAPI. 6 and later, we'll use Python 3. Contribute to Jason-CKY/fastapi-htmx-example development by creating an account on GitHub. 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 FastAPI Starter: A simple and intuitive example repository showcasing basic functionality and best practices for building web APIs with FastAPI. FastAPI leverages the power of async/await and Python 3. Apr 14, 2021 · FastAPI is a modern, fast (high-performance), web framework for building APIs with Python 3. This project uses PostgresSQL. Therefore, it is recommended to use the poetry command, and you can proceed with the dependency installation to run this application with the above command. The preconfigured prompt contains a context and a question as parameters. Contribute to amisadmin/fastapi-user-auth-demo development by creating an account on GitHub. You switched accounts on another tab or window. " Yeah, I think it gives only a chapter or two away for free to anonymous users. For example: “FastAPI by Bill Lubanovic FastAPI is a web framework for building APIs with Python 3. Jul 31, 2023 · Learn all the features and best practices of FastAPI to build, deploy, and monitor powerful data science and AI apps, like object detection or image generation. You will: Develop robust and high-performance web apps; Deploy the FastAPI app for public availability using cloud services such as Deta and Docker container FastAPI is a web framework for building APIs with Python 3. app = FastAPI () # Create a FastAPI Jinja2Templates instance and use it to create a . templating import Jinja2Templates from fasthx import Jinja from pydantic import BaseModel # Pydantic model of the data the example API is using. This book provides a comprehensive explanation of using Pydantic models to construct the request/response objects in a FASTAPI path operation. I Saved searches Use saved searches to filter your results more quickly An example fastapi-user-auth application. 26. FastAPI is a cutting-edge Python framework that is revolutionizing the way web apps and APIs are built. post("/items/") async def create_item(item: Item): return item Understanding the Code We can now install the Python distribution of our choice. FastAPI is the Python web framework that we are going to use in this book. 7 throughout this book, which has more mature handling of the asynchronous paradigm. Well-documented examples of deployment-ready FastAPI applications written from scratch. Swagger UI and OpenAPI standards are also covered in detail. co FastAPI Azure SSO demo. For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9. This book will help Jul 2, 2019 · I run the sample notes app of the tutorial. It's not the same as Adobe Reader Jun 26, 2024 · Example code for article - Simple Guide on Deploying Python FastAPI on Vercel — Free of Cost - SatCat/faraasat-fastapi-vercel-example Nov 6, 2023 · FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. I searched the FastAPI documentation, with the integrated search. What Is FastAPI? Like any web framework, FastAPI helps you build web applications. $ mkdir fastapi-data-science$ cd fastapi-data-science Tip for Windows with WSL users If you are on Windows with WSL, we recommend that you create your working folder on the Windows drive rather than the virtual filesystem of the Linux distribution. 79. - StackPuz/Example-DataTables-FastAPI Product page description Koyeb is a developer-friendly serverless platform to deploy apps globally. FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. The example shows how to create an API for the DataTables with FastAPI and using MySQL as a database. Oct 9, 2020 · Description I'm not able to pass a None/ as an example for a model value created with pydantic. A Python port from the primary Microsoft Flask example to a FastAPI app that uses similar helper functions & the Microsoft MSAL library to authenticate a user via SSO, get the JWT(s), & make an http request to the Graph API on behalf of the user. Build Python web applications with the FARM stack. js rewrites to map any request to /api/:path* to the FastAPI API, which is hosted in the /api folder. Purchase of the print or Kindle book includes a free PDF eBook. Use this as a template or reference for accelerating RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. Start your free trial 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] Nov 13, 2024 · Below is an example of how to define a Pydantic model and use it in a FastAPI endpoint: from fastapi import FastAPI from pydantic import BaseModel app = FastAPI() class Item(BaseModel): name: str price: float is_offer: bool = None @app. 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. No-ops, servers, or infrastructure management. Provides a reference that contains definitions, illustrations, comparative analysis, and the implementation of real-world apps Companion for the O'Reilly book "FastAPI: Modern Python Web Development" - madscheme/fastapi FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. This project includes authentication APIs (login, register, verify, forgot-password, reset-password, update-password) and article list and create APIs. This book uses practical examples to empower you to build high performance APIs. FastAPI Simple application structure. The AWS EC2 instance is free for the first year for new customers, after… Discover how to harness the power of the FARM stack—FastAPI, React, and MongoDB—to develop production-ready web applications of varying complexity. 0. 2 – The FARM stack. To ins 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. 6+ based on standard Python type hints. One of the fastest Python frameworks available. With this book, you'll be able to create fast and reliable data science API backends using practical examples. Jun 12, 2019 · @duebbert This doesn't solve the problem, but I can at least identify the source -- it's a version issue with pydantic -- it looks like you got version 0. Oct 30, 2022 · First Check I added a very descriptive title to this issue. FastAPI is a cutting It has many practical examples and written in simple language. One endpoint to send a preconfigured prompt to Open AI. Sep 23, 2022 · Full Stack FastAPI, React, and MongoDB: Build Python web applications with the FARM stack - Kindle edition by Aleksendric, Marko. About the technology Clean, clear APIs are essential to the success of microservice applications. The Python/FastAPI server is mapped into to Next. The service implementation patterns chapter is a must-read for every developer. 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. To get the most of the content, it is important that you have some experience working with Python (some, but no need to be a Python expert). Build secure, scalable, and structured Python microservices from design concepts to infrastructure. Arrow left icon Front End Web Development Web Programming Server Side Web Development CMS Full Stack Web Development Web Design Learning Management System Ecommerce Microservices Responsive Web Development Sep 27, 2023 · I was so excited when implemented Flet into FastAPI that immediately started thinking about making a "dashboard" example for showing some stats from an API. Actually, they’ll let you read several of their livebooks for free once signed in—I don’t know if there’s an upper limit. Top rated Web Development products. While not claiming originality or strict adherence to every aspect of these Purchase of the print or Kindle book includes a free PDF eBook Description Discover how to harness the power of the FARM stack—FastAPI, React, and MongoDB—to develop production-ready web applications of varying complexity. Arrow left icon Front End Web Development Web Programming Server Side Web Development CMS Full Stack Web Development Web Design Learning Management System Ecommerce Responsive Web Development Microservices Jul 29, 2022 · A fast-paced guide to building high-performance, robust web APIs with very little boilerplate code. I already checked if it is not related to FastAPI but to Pydantic. One real life example of FastAPI usage is Netflix’s Dispatch (crisis management orchestration framework). name: Used in product page & Cards; price: Used for payment; currency: Used for payment; info: used in cards Example code for article - Simple Guide on Deploying Python FastAPI on Vercel — Free of Cost - nanangsb/fastapi-vercel Oct 8, 2021 · We can now install the Python distribution of our choice. Develop robust and high-performance web apps; Deploy the FastAPI app for public availability using cloud services such as Deta and Docker container FastAPI MVC this is an example of using FastAPI and built upon the Model-View-Controller (MVC) architectural pattern. Top rated Microservices products. License This project is open-source and available under the MIT License. When the code is pushed to origin/main branch, the Github Action is triggered. Get full access to FastAPI and 60K+ other titles, with a free 10-day trial of O'Reilly. Fastapi-mvc-example CLI root. Start your free trial Get full access to FastAPI and 60K+ other titles, with a free 10-day trial of O'Reilly. Mar 27, 2023 · Finally, different options of deployment of FastAPI app have been explored in this book. First of all, we want a streamlined and structured way of building UIs. If you need to develop web applications quickly, where do you turn? Enter the FARM stack. import router_example from fastapi import FastAPI app = FastAPI() Purchase of the print or Kindle book includes a free PDF eBook Description. As its name implies, FastAPI is indeed fast, rivaling similar frameworks in languages such as Golang. For example, Django and Flask offer a great web development experience and troves of helpful documentation. This book helps you unlock the power of FastAPI to build high-performing web apps and APIs by taking you through the basics like routing and data validation through to advanced topics, such as custom middleware and WebSockets. Download it once and read it on your Kindle device, PC, phones or tablets. Jul 29, 2022 · A fast-paced guide to building high-performance, robust web APIs with very little boilerplate code. Oct 8, 2021 · FastAPI is a web framework for building APIs with Python 3. Do you think we should extend flet. Building Subscription As a Service application is one use case. Nov 6, 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. dev article with your example/notes or you could create a separate blog post? I feel like we should cover more of Flet+FastAPI :) Go to src/templates/products directory; Create a new JSON file with data: . py and src/core Jul 29, 2022 · RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. White papers, Ebooks, Webinars Customer Saved searches Use saved searches to filter your results more quickly Develop, manage, and deploy efficient machine learning applications with Python. js app under /api/. Field Looks like parser can't find a difference between example=None as a NoneType variable and "missing example field" class SomeResponse(Bas Purchase of the print or Kindle book includes a free PDF eBook Book Description FastAPI is a cutting-edge Python framework that is revolutionizing the way web apps and APIs are built. 28 installed, when fastapi currently requires <=0. config. You'll be taken through all the aspects of Nov 8, 2024 · FastAPI is a young yet solid framework that takes advantage of newer Python features in a clean design. One endpoint is to send a simple text to Open AI and return the result. - StackPuz/Example-File-Upload-FastAPI Jan 10, 2023 · Purchase of the print book includes a free eBook in PDF, Kindle, and ePub formats from Manning Publications. - rafsaf/docker-fastapi-projects This is a sample implementation for OpenID Connect with Python, FastAPI and Authlib. Options: -v, --verbose Enable verbose logging. This book starts with the basics of the FastAPI framework and associated modern Python programming language Mar 31, 2023 · eBook Description: High-Performance Web Apps with FastAPI: The Asynchronous Web Framework Based on Modern Python. There are also live events, courses curated by job role, and more. These parameters will be replaced by the provided values of the endpoint invocation and sent to FastAPI User Authentication: A high-performance, open-source user authentication framework for FastAPI, featuring Role-Based Access Control (RBAC), job scheduling, email verification, async SQLAlchemy for concurrent requests. This repository shares FastAPI knowledge, tips, and examples. Every framework is designed to make some operations easier—by features, omissions, and defaults. It's document here: https://fastapi. 1 customer review. The FARM stack combines the power of the Python ecosystem with REST and MongoDB and makes building web applications easy and fast. Top rated Data Science products. Even though FastAPI is compatible with Python 3. The key features are: Fast: Very high performance, on par with NodeJS and Go (thanks to Starlette and Pydantic). Requires the "postgresql" service to be running. So, let’s go ahead and install FastAPI (preferably in a virtual environment). May 30, 2019 · The problem I would like to tie a schema example to my pydantic model, but currently the only way to do it is to declare the example when you're using the model, as far as I can understand. Jul 29, 2022 · Discover FastAPI features and best practices for building and deploying high-quality web APIs from scratch. You'll be taken through all the aspects of Jul 29, 2022 · A fast-paced guide to building high-performance, robust web APIs with very little boilerplate code. To prevent syntax errors and keep high code quality, pre-commit hooks are used. However, if you create an account with Manning, they’ll let you read the entire book for free. All the examples in the book were tested with this version but should work flawlessly with newer versions. With this practical book, developers familiar with Python will learn how FastAPI lets you accomplish more in less time with less code. Commands: serve fastapi-mvc-example CLI serve command. 1:8000 port, which is where the FastAPI server is running. I already read and followed all the tutorial in the docs and didn't find an answer. It runs basic format checking, code linting, and functionality testing using pytest. 8+, especially type annotations; Understand the differences between sync and async Python FastAPI is an Asynchronous Server Gateway Interface (ASGI)-based framework that can help build modern, manageable, and fast microservices. 9 customer reviews. 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 Nov 22, 2023 · What I want to achieve is to offer multiple examples to the users in the SwaggerUI with the dropdown menu. Author Bill Lubanovic covers the nuts and bolts of $ mkdir fastapi-data-science $ cd fastapi-data-science Tip If you are on Windows with WSL, we recommend that you create your working folder on the Windows drive rather than the virtual filesystem of the Linux distribution. 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. 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 Enhance your web development skills, from setting up your environment and advanced integrations to building robust, high-traffic web applications with practical, scalable solutionsKey FeaturesExplore FastAPI in depth, from basic setup to advanced features such as custom middleware and WebSocketsDiscover practical strategies to optimize app performance and handle high trafficImplement SQL and Oct 8, 2021 · FastAPI is a web framework for building APIs with Python 3. I will try to compare FastAPI with Python and JavaScript alternatives and explain why it can be a great fit for a modern and flexible Oct 8, 2021 · FastAPI is a web framework for building APIs with Python 3. Author Bill Lubanovic covers the nuts and bolts of Through hands-on examples, real-world projects, and clear explanations, you'll gain a deep understanding of FastAPI's capabilities and how to leverage them in your projects. You can, however, use Depends in your own functions when that function is also a dependency, so could can have a chain of functions. Mar 21, 2022 · I searched the FastAPI documentation, with the integrated search. One of the many great reasons to use Python is the vast amount of mature and stable libraries to choose from. There is an alembic config also. This project uses Poetry to manage dependencies. You signed out in another tab or window. Contribute to alexvanzyl/fastapi-simple-app-example development by creating an account on GitHub. Maybe this can help, #1693 (comment) you can't use Depends in your own functions, it has to be in FastAPI functions, mainly routes. Oct 22, 2023 · This guide will help you deploy a FastAPI application on an AWS EC2 instance and make it available to the public with nginx. Here is an example how it works with examples (CreateRequest1) but CreateRequest2 with openapi_examples does not work like I would expect: Gotta go Fast: Writing an API with Python and FastAPI. from fastapi import FastAPI from fastapi. It uses Authorization Code Flow; Cookie to store ID token Oct 10, 2023 · Currently the FastAPI example provided looks like this """ Example demonstrating use with the FastAPI web framework. 0 is the currently available version (released in July 2022). Build APIs and web apps based on Asynchronous Server Gateway Interface (ASGI). Jan 19, 2022 · I searched the FastAPI documentation, with the integrated search. This repository contains a Python FastAPI application you can deploy on the Koyeb serverless platform for testing. " —William Jamir Silva, Adjust "A perfect introduction to microservice web APIs in Python. In spite of being very young, it has very quickly climbed up on the popularity charts and is one of the most loved web frameworks. I already searched in Google "How to X in FastAPI" and didn't find any information. tiangolo. A project that manages books using two domains, Book and Author Learn all the features and best practices of FastAPI to build, deploy, and monitor powerful data science and AI apps, like object detection or image generation. React enables the developers to create dynamic applications in a much easier way by relying on JSX – a mix of JavaScript and XML that has an intuitive tag-based syntax and provides developers with a way to think of the application in terms of components that go on to form other, more Get full access to Building Data Science Applications with FastAPI and 60K+ other titles, with a free 10-day trial of O'Reilly. Clone the repo to get started and feel free to contribute! - SagarOps/FastAPI 📘 This FastAPI-based project and its documentation represent my interpretation of Clean Architecture and Command Query Responsibility Segregation (CQRS) principles with subtle notes of Domain-Driven Design (DDD). 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. Add Postgresql config to alembic/env. This is implemented using next. class User (BaseModel): first_name: str last_name: str # Create the app. The concepts around API are focused on how to put products in production quickly with FastAPI, regardless of your knowledge and experience Jul 29, 2022 · For optimal viewing of our eBooks, we recommend you download and install the free Adobe Reader version 9. This book starts with the basics of the FastAPI framework and associated modern Python programming language concepts. What is this select Discover FastAPI features and best practices for building and deploying high-quality web APIs from scratch Key Features • 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 applications Book Description RESTful web Build secure, scalable, and structured Python microservices from design concepts to infrastructure. --help Show this message and exit. Top rated Full Stack Web Development products. Key Features. Opening the API documentation with Swagger UI, I found an empty select box labeled "Examples" in Request body block as images below. Key Features: Comprehensive coverage of FastAPI from basics to advanced topics; Step-by-step tutorials and practical examples to reinforce learning $ mkdir fastapi-data-science $ cd fastapi-data-science Tip If you are on Windows with WSL, we recommend that you create your working folder on the Windows drive rather than the virtual filesystem of the Linux distribution. com. They automatically check the code and clean it. It uses an async PostgreSQL connection with SqlAlchemy ORM. Download for offline reading, highlight, bookmark or take notes while you read FastAPI: Modern Python Web Development. In Stack Overflow 2021 Developer Survey, FastAPI is the third most loved web framework. FastAPI is relatively new, but it has a growing community. Aug 30, 2022 · Discover the secrets of building Python microservices using the FastAPI framework. $ mkdir fastapi-data-science $ cd fastapi-data-science Tip If you are on Windows with WSL, we recommend that you create your working folder on the Windows drive rather than the virtual filesystem of the Linux distribution. I used the GitHub search to find a similar issue and didn't find it. Instant delivery. 8+, especially type annotations; Understand the differences between sync and async Python FastAPI is a minimal framework for building web application programming interfaces (APIs) in Python quickly. This boilerplate follows a layered architecture that includes a model layer, a repository layer, a controller layer, and an API layer. This repo walks you through a simple demo on how to handle FastAPI with Redis server! - panosbik/FastAPI-RedisOM-example Apr 30, 2024 · FastAPI is a modern, high-performance web framework for building APIs with Python, based on standard Python type hints. Introducing each element of the stack, the FastAPI is a web framework which can be applied to various problems. 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. htmx web server written in fastapi. Mar 27, 2023 · This book thoroughly explains how FastAPI interacts asynchronously with relational as well as NOSQL databases. 7+ type hints to… FastAPI was developed by Sebastian Ramirez in December 2018. Written by a team of industry experts, including MongoDB champions and product leaders, this fast-paced, hands-on guide equips beginners with essential skills to build web applications efficiently. Purchase of the print or Kindle book includes a free PDF eBookKey Features; Uncover the secrets of FastAPI, including async I/O, type hinting, and dependency injection To read this ebook on a mobile device (phone or tablet) you'll need to install one of these free apps: Ebook Reader (recommended) PocketBook (iOS / Android) Bluefire Reader (paid app) To download and read this eBook on a PC or Mac: Adobe Digital Editions (This is a free app specially developed for eBooks. FastAPI 0. This book will help Feel free to submit issues or pull requests if you have suggestions for improvements or find any bugs. In this book, you will learn to use jinja2 templates and static assets. This example application is designed to show how a Python RESTful web services are commonly used to create APIs for web-based applications owing to their light weight and high scalability. To read this ebook on a mobile device (phone or tablet) you'll need to install one of these free apps: Ebook Reader (recommended) PocketBook (iOS / Android) Bluefire Reader (paid app) To download and read this eBook on a PC or Mac: Adobe Digital Editions (This is a free app specially developed for eBooks. Instead of skimming through multiple pages searching for this documentation-related information, it would be absolutely great to have a first-class "Documenting your API" page with a Sep 23, 2022 · Build Python web applications with the FARM stack. Well-designed APIs enable reliable integrations between services and help simplify maintenance, scaling, and redesigns. On localhost, the rewrite will be made to the 127. As such I left the need to create a template that provides a lot of base/out of the box features such as Configs, Migrations, Authentication, Authorization and Permissions. Sep 23, 2022 · Figure 1. Reload to refresh your session. You signed in with another tab or window. Mar 7, 2023 · "An insightful guide for creating REST and GraphQL APIs, with neat examples using FastAPI and Flask. Arrow left Icon Front End Web Development Web Programming Server Side Web Development CMS Full Stack Web Development Purchase of the print or Kindle book includes a free PDF eBook; Book Description. FastAPI: Modern Python Web Development - Ebook written by Bill Lubanovic. Read this book using Google Play Books app on your PC, android, iOS devices. It's not the same as Adobe Reader Aug 20, 2023 · I searched the FastAPI documentation, with the integrated search. Finally, different options of deployment of FastAPI app have been explored in this book. What You'll Learn. All the Build Python web applications with the FARM stack. As the name implies, FastAPI targets development of web APIs, although you can use it for traditional web content applications as well. Top rated Web Services products. Feb 18, 2020 · The auto-generated interactive documentation page is real plus when using FastAPI, so at some point one wants to make it complete with descriptions and examples. Buy on Amazon Buy on ebooks. Modern web apps use template engines to interact with the front-end. Additionally, we will go over a high-level overview of the features that make it a protagonist in our FARM stack. $ fastapi-mvc-example serve --help Usage: fastapi-mvc-example serve [OPTIONS] Run production gunicorn (WSGI) server with uvicorn (ASGI) workers. The documentation has only an example with annotating a FastAPI object but not a pydantic class. Known for its speed, simplicity, and scalability, FastAPI empowers developers to create high-performing applications with ease. This book is for Python developers who want to learn FastAPI in a pragmatic way to create robust web APIs with ease. A fast-paced guide to building high-performance, robust web APIs with very little boilerplate code. You'll find tutorials, practical code examples, best practices, and helpful resources. With this book, you’ll be able to create fast and reliable data science API backends using practical examples. The example demonstrates how to implement file uploads in FastAPI. Its directory structure is designed to isolate boilerplate code within the core directory, which requires minimal attention, thereby facilitating quick and easy The mvc architecture is a common design pattern in python web, but the three-tier architecture is even more fascinating In python web development, there is no common standard for the concept of three-tier architecture, so we'll call it a pseudo three-tier architecture here But please note that we Develop, manage, and deploy efficient machine learning applications with Python. 6 and its later versions based on standard Python-type hints. Perfect for beginners and intermediate users, it aims to help you build efficient APIs with FastAPI. Oct 8, 2021 · $ mkdir fastapi-data-science $ cd fastapi-data-science Tip If you are on Windows with WSL, we recommend that you create your working folder on the Windows drive rather than the virtual filesystem of the Linux distribution. FastAPI is a web framework for building APIs with Python 3. Purchase of the print or Kindle book includes a free PDF eBook Description Discover how to harness the power of the FARM stack—FastAPI, React, and MongoDB—to develop production-ready web applications of varying complexity. Uncover the secrets of FastAPI, including async I/O, type hinting, and dependency injection Product page description $ mkdir fastapi-data-science$ cd fastapi-data-science Tip for Windows with WSL users If you are on Windows with WSL, we recommend that you create your working folder on the Windows drive rather than the virtual filesystem of the Linux distribution. qaoemmjpkubxgokjubdhtzwsxiqthelvzxwqlmqvfvthnybwch