Building Serverless Python Web Services With Zappa

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Building Serverless Python Web Services With Zappa

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Author : Abdulwahid Abdulhaque Barguzar
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-07-30

Building Serverless Python Web Services With Zappa written by Abdulwahid Abdulhaque Barguzar and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-07-30 with Computers categories.

Master serverless architectures in Python and their implementation, with Zappa on three different frameworks. Key Features Scalable serverless Python web services using Django, Flask, and Pyramid. Learn Asynchronous task execution on AWS Lambda and scheduling using Zappa. Implementing Zappa in a Docker container. Book Description Serverless applications are becoming very popular these days, not just because they save developers the trouble of managing the servers, but also because they provide several other benefits such as cutting heavy costs and improving the overall performance of the application. This book will help you build serverless applications in a quick and efficient way. We begin with an introduction to AWS and the API gateway, the environment for serverless development, and Zappa. We then look at building, testing, and deploying apps in AWS with three different frameworks--Flask, Django, and Pyramid. Setting up a custom domain along with SSL certificates and configuring them with Zappa is also covered. A few advanced Zappa settings are also covered along with securing Zappa with AWS VPC. By the end of the book you will have mastered using three frameworks to build robust and cost-efficient serverless apps in Python. What you will learn Build, test, and deploy a simple web service using AWS CLI Integrate Flask-based Python applications, via AWS CLI configuration Design Rest APIs integrated with Zappa for Flask and Django Create a project in the Pyramid framework and configure it with Zappa Generate SSL Certificates using Amazon Certificate Manager Configure custom domains with AWS Route 53 Create a Docker container similar to AWS Lambda Who this book is for Python Developers who are interested in learning how to develop fast and highly scalable serverless applications in Python, will find this book useful

Python Essentials For Aws Cloud Developers

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Author : Serkan Sakinmaz
language : en
Publisher:
Release Date : 2023-05-19

Python Essentials For Aws Cloud Developers written by Serkan Sakinmaz and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-05-19 with categories.

A comprehensive guide to implementing Python applications in AWS while learning about key AWS services Purchase of the print or Kindle book includes a free PDF eBook Key Features: Gain hands-on experience in AWS services to effectively implement Python programming Utilize Python with open source libraries to develop data pipelines, APIs, and database applications Leverage the power of AWS to create a cloud-based server and use monitoring and logging features Book Description: AWS provides a vast variety of services for implementing Python applications, which can pose a challenge for those without an AWS background. This book addresses one of the more predominant problems of choosing the right service and stepping into the implementation of exciting Python apps using AWS. The book begins by showing you how to install Python and create an AWS account, before helping you explore AWS Lambda, EC2, Elastic Beanstalk, and S3 for Python programming. You'll then gain hands-on experience in using these services to build the Python application. As you advance, you'll discover how to debug Python apps using PyCharm, and then start deploying the Python applications on Elastic Beanstalk. You'll also learn how to monitor Python applications using the CloudWatch service, along with creating and publishing APIs on AWS to access the Python application. The concluding chapters will help you get to grips with storing unstructured and semi-structured data using NoSQL and DynamoDB, as well as advance your knowledge using the Glue serverless data integration service in AWS. By the end of this Python book, you'll be able to take your application development skills up a notch with AWS services and advance in your career. What You Will Learn: Understand the fundamentals of AWS services for Python programming Find out how to configure AWS services to build Python applications Run and deploy Python applications using Lambda, EC2, and Elastic Beanstalk Provision EC2 servers on AWS and run Python applications Debug and monitor Python applications using PyCharm and CloudWatch Understand database operations on AWS by learning about DynamoDB and RDS Explore the API gateway service on AWS using Python to grasp API programming Who this book is for: This book is for cloud developers, software developers, and IT specialists who want to develop Python applications on AWS as well as learn the concepts underlying AWS services for implementing the applications. Experience in Python programming is needed to be able to implement the applications on AWS.

Python Serverless Framework For Beginners

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Author : Avery Locke
language : en
Publisher: Independently Published
Release Date : 2024-12-16

Python Serverless Framework For Beginners written by Avery Locke and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-12-16 with Computers categories.

Serverless computing is changing the way developers build, deploy, and scale applications. With "Python Serverless Framework For Beginners," you'll learn how to harness the power of serverless architecture without worrying about complex infrastructure. This book provides a clear and concise guide to creating Python-based serverless applications using the top cloud platforms like AWS, Google Cloud, and Azure. Whether you're a newcomer to serverless computing or looking to expand your Python skills, this book will walk you through the essentials, from setting up your environment to deploying your first serverless function. You'll gain hands-on experience using Python's rich ecosystem of libraries and frameworks, enabling you to create scalable, cost-efficient applications. Packed with practical examples and easy-to-follow instructions, "Python Serverless Framework For Beginners" will help you make the most of serverless computing with Python, allowing you to build robust applications that scale automatically, save you time, and reduce costs. Start building serverless applications today and let Python power your cloud-based solutions!

Monetizing Machine Learning

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Author : Manuel Amunategui
language : en
Publisher: Apress
Release Date : 2018-09-12

Monetizing Machine Learning written by Manuel Amunategui and has been published by Apress this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-12 with Computers categories.

Take your Python machine learning ideas and create serverless web applications accessible by anyone with an Internet connection. Some of the most popular serverless cloud providers are covered in this book—Amazon, Microsoft, Google, and PythonAnywhere. You will work through a series of common Python data science problems in an increasing order of complexity. The practical projects presented in this book are simple, clear, and can be used as templates to jump-start many other types of projects. You will learn to create a web application around numerical or categorical predictions, understand the analysis of text, create powerful and interactive presentations, serve restricted access to data, and leverage web plugins to accept credit card payments and donations. You will get your projects into the hands of the world in no time. Each chapter follows three steps: modeling the right way, designing and developing a local web application, and deploying onto a popular and reliable serverless cloud provider. You can easily jump to or skip particular topics in the book. You also will have access to Jupyter notebooks and code repositories for complete versions of the code covered in the book. What You’ll Learn Extend your machine learning models using simple techniques to create compelling and interactive web dashboards Leverage the Flask web framework for rapid prototyping of your Python models and ideas Create dynamic content powered by regression coefficients, logistic regressions, gradient boosting machines, Bayesian classifications, and more Harness the power of TensorFlow by exporting saved models into web applications Create rich web dashboards to handle complex real-time user input with JavaScript and Ajax to yield interactive and tailored content Create dashboards with paywalls to offer subscription-based access Access API data such as Google Maps,OpenWeather, etc. Apply different approaches to make sense of text data and return customized intelligence Build an intuitive and useful recommendation site to add value to users and entice them to keep coming back Utilize the freemium offerings of Google Analytics and analyze the results Take your ideas all the way to your customer's plate using the top serverless cloud providers Who This Book Is For Those with some programming experience with Python, code editing, and access to an interpreter in working order. The book is geared toward entrepreneurs who want to get their ideas onto the web without breaking the bank, small companies without an IT staff, students wanting exposure and training, and for all data science professionals ready to take things to the next level.

Mastering Python Serverless Framework

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Author : Katie Millie
language : en
Publisher: Independently Published
Release Date : 2024-05-27

Mastering Python Serverless Framework written by Katie Millie and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-05-27 with Computers categories.

Mastering Python Serverless Framework: Unleash the Power of Cloud-Based Applications (Without Becoming a Cloud Guru) Do you dream of building ultra-scalable, cost-effective web applications that deploy in seconds? Buckle up, Python developer, because serverless computing is here to revolutionize your workflow. This book is your no-nonsense guide to mastering the Python serverless framework and crafting dynamic cloud applications like a pro. Forget the days of managing servers, wrestling with infrastructure, and dealing with endless deployment headaches. With serverless, you simply write clean, concise Python code, and the cloud takes care of the rest. Mastering Python Serverless Framework isn't just another dry tech manual. It's a hands-on, action-packed journey that will equip you with the knowledge and practical skills to build serverless applications with confidence. Here's a glimpse of what awaits you inside: Effortless Setup: Step-by-step guidance on configuring your local development environment and getting started with the Python serverless framework. No cloud expertise needed - we'll make it painless! Python Powerhouse: Dive deep into the Python serverless framework's core functionalities. Craft serverless functions, handle events efficiently, and leverage the power of AWS Lambda to its full potential. Architectural Agility: Explore best practices for designing robust serverless architectures. Learn how to structure your code for optimal performance, scalability, and maintainability. Database Dynamos: Unlock the secrets of integrating serverless applications with various database solutions.Master the art of data persistence and retrieval in the serverless paradigm. Real-World Ready: Put your newfound knowledge to the test with a collection of practical serverless application projects. Build serverless APIs, create real-time chat applications, and implement serverless workflows - the possibilities are endless! Beyond the Basics: Delve into advanced serverless concepts like security, authentication, and monitoring. Ensure your applications are secure, scalable, and observable in production. Mastering Python Serverless Framework is more than a book - it's your gateway to a new era of application development. Whether you're a seasoned Python developer or just starting your cloud journey, this book is your key to unlocking the immense potential of serverless computing. Stop spending hours managing servers and start focusing on what truly matters - building incredible applications. Get your copy today and join the serverless revolution!

Serverless Python

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Author : PYTHQUILL. PUBLISHING
language : en
Publisher:
Release Date : 2025

Serverless Python written by PYTHQUILL. PUBLISHING and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025 with categories.

Python Serverless Framework For Beginners

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Author : SIMON. TELLIER
language : en
Publisher: Independently Published
Release Date : 2025-04-03

Python Serverless Framework For Beginners written by SIMON. TELLIER and has been published by Independently Published this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-04-03 with Computers categories.

Are You Ready to Master Python Serverless Development and Build Scalable Applications Without Managing Servers? What if you could deploy powerful Python applications without worrying about infrastructure? What if you could scale effortlessly while reducing costs? Welcome to Python Serverless Framework for Beginners, the ultimate guide to harnessing the power of serverless computing with Python and AWS Lambda. Whether you're an absolute beginner or a Python developer eager to transition into the serverless world, this book will take you from zero to deployment-fast!

Flask

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Author : Gareth Dwyer
language : en
Publisher:
Release Date : 2017

Flask written by Gareth Dwyer and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2017 with Python (Computer program language) categories.

Unleash the full potential of the Flask web framework by creating small to large and powerful web applications About This Book Create your own world-class applications and master the art of Flask by unravelling its enigma through this journey Packed with recipes containing lots of sample applications to help you understand the intricacies of Flask web programming Work with scalable Flask application structures to create complex web apps Who This Book Is For This learning path is ideal developers who know the basics of Python and want to learn how to use the Flask framework to build powerful web solutions in Python. What You Will Learn Build three web applications from the ground up using the powerful Python micro framework, Flask. Extend your applications to build advanced functionality, such as a user account control system using Flask-Login Learn about web application security and defend against common attacks, such as SQL injection and XSS Integrate with technologies like Redis, Sentry, MongoDB and so on Build applications with integrations to most of the login mechanisms available Don't just stop at development. Learn about deployment and post-deployment Use SQLAlchemy to programmatically query a database Develop a custom Flask extension In Detail Are you a fan of Python? Want to use it to create powerful web applications? Then Flask is the perfect choice for you. This course will take you through the intricacies of the Flask Microframework, covering all it's components and elements and how to integrate it with useful third party libraries. Dive deep into what Flask has to offer and then you will create multiple Python apps from scratch on your own. The first module will introduce you to web development using Flask to building fully functional web applications. Hands-on and pragmatic, this tutorial goes right to the crux of Flask by showing you how to build challenging real-world applications. The second module introduces you to a number of recipes that will help you understand the power of Flask and its extensions. Start by seeing the different configurations that a Flask application can make use of. By the end of this module, you will have gained all the knowledge required to write Flask applications in the best possible way, and scale them with best practices. The final module will walk you through advanced Flask topics while providing practical examples of for all your lessons learned. The module closes with a discussion of the differe ...

Building Serverless Applications On Knative

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Author : Evan Anderson
language : en
Publisher:
Release Date : 2023-11-30

Building Serverless Applications On Knative written by Evan Anderson and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2023-11-30 with categories.

Explore the theory and practice of designing and writing serverless applications using examples from the Knative project. With this practical guide, mid-level to senior application developers and team managers will learn when and why to target serverless platforms when developing microservices or applications. Along the way, you'll also discover warning signs that suggest why serverless might cause you more trouble than joy. Drawing on author Evan Anderson's 15 years of experience developing and maintaining applications in the cloud--and more than six years of experience with serverless platforms at scale--this book acts as your guide into the high-velocity world of serverless application development. You'll come to appreciate why Knative is the most widely adopted open source serverless platform available. With this book, you will: Learn what serverless is, how it works, and why teams are adopting it Understand the benefits of Knative for cloud native development teams Learn how to build a serverless application on Knative Explore the challenges serverless introduces for debugging and the tools that can help improve it Learn why event-driven architecture and serverless compute are complementary but distinct Understand when a serverless approach might not be the right system design

Mastering Flask Web Development

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Author : Daniel Gaspar
language : en
Publisher: Packt Publishing Ltd
Release Date : 2018-10-31

Mastering Flask Web Development written by Daniel Gaspar and has been published by Packt Publishing Ltd this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-10-31 with Computers categories.

Learn to build modern, secure, highly available web MVC applications and API’s using Python`s Flask framework. Key FeaturesCreate production-ready MVC and REST API with the dynamic features of FlaskUtilize the various extensions like Flask-JWT and Flask-SQLAlchemy to develop powerful applicationsDeploy your flask application on real-world platforms like AWS and Heroku on VM’s or Docker containersBook Description Flask is a popular Python framework known for its lightweight and modular design. Mastering Flask Web Development will take you on a complete tour of the Flask environment and teach you how to build a production-ready application. You'll begin by learning about the installation of Flask and basic concepts such as MVC and accessing a database using an ORM. You will learn how to structure your application so that it can scale to any size with the help of Flask Blueprints. You'll then learn how to use Jinja2 templates with a high level of expertise. You will also learn how to develop with SQL or NoSQL databases, and how to develop REST APIs and JWT authentication. Next, you'll move on to build role-based access security and authentication using LDAP, OAuth, OpenID, and database. Also learn how to create asynchronous tasks that can scale to any load using Celery and RabbitMQ or Redis. You will also be introduced to a wide range of Flask extensions to leverage technologies such as cache, localization, and debugging. You will learn how to build your own Flask extensions, how to write tests, and how to get test coverage reports. Finally, you will learn how to deploy your application on Heroku and AWS using various technologies, such as Docker, CloudFormation, and Elastic Beanstalk, and will also learn how to develop Jenkins pipelines to build, test, and deploy applications. What you will learnDevelop a Flask extension using best practicesImplement various authentication methods: LDAP, JWT, Database, OAuth, and OpenIDLearn how to develop role-based access security and become an expert on Jinja2 templatesBuild tests for your applications and APIsInstall and configure a distributed task queue using Celery and RabbitMQDevelop RESTful APIs and secure REST API'sDeploy highly available applications that scale on Heroku and AWS using Docker or VMsWho this book is for The ideal target audience for this book would be Python developers who want to use Flask and its advanced features to create Enterprise grade and lightweight applications. The book is for those who have some exposure of Flask and want to take it from introductory to master level.