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Jalem Raj Rohit - Building serverless applications with Python : develop fast, scalable, and cost-effective web applications that are always available

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Jalem Raj Rohit Building serverless applications with Python : develop fast, scalable, and cost-effective web applications that are always available
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Building Serverless Applications with Python Develop fast scalable and - photo 1
Building Serverless Applications with Python
Develop fast, scalable, and cost-effective web applications that are always available
Jalem Raj Rohit

BIRMINGHAM - MUMBAI Building Serverless Applications with Python Copyright - photo 2

BIRMINGHAM - MUMBAI
Building Serverless Applications with Python

Copyright 2018 Packt Publishing

All rights reserved. No part of this book may be reproduced, stored in a retrieval system, or transmitted in any form or by any means, without the prior written permission of the publisher, except in the case of brief quotations embedded in critical articles or reviews.

Every effort has been made in the preparation of this book to ensure the accuracy of the information presented. However, the information contained in this book is sold without warranty, either express or implied. Neither the author, nor Packt Publishing or its dealers and distributors, will be held liable for any damages caused or alleged to have been caused directly or indirectly by this book.

Packt Publishing has endeavored to provide trademark information about all of the companies and products mentioned in this book by the appropriate use of capitals. However, Packt Publishing cannot guarantee the accuracy of this information.

Commissioning Editor: Merint Mathew
Acquisition Editor: Sandeep Mishra
Content Development Editor: Rohit Kumar Singh
Technical Editor: Ruvika Rao
Copy Editor: Safis Editing
Project Coordinator: Vaidehi Sawant
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Indexer: Priyanka Dhadke
Graphics: Jason Monteiro
Production Coordinator: Arvindkumar Gupta

First published: April 2018

Production reference: 1190418

Published by Packt Publishing Ltd.
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B3 2PB, UK.

ISBN 978-1-78728-867-6

www.packtpub.com

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Contributors
About the author

Jalem Raj Rohit is an IIT Jodhpur graduate with a keen interest in recommender systems, machine learning, and serverless and distributed systems. Raj currently works as a senior consultant data scienceand NLP at Episource, before which he worked at Zomato and Kayako. He contributes to open source projects in Python, Go, and Julia. He also speaks at tech conferences about serverless engineering and machine learning.

About the reviewer

Sanjeev Jaiswal is a computer graduate from CUSAT with 9 years of industrial experience. He basically uses Perl, Python, AWS, and GNU/Linux for his day-to-day activities. He is currently working on projects involving penetration testing, source code review, security design and implementations in AWS, and cloud security projects.

He is learning DevSecOps and Security Automation currently as well. Sanjeev loves teaching engineering students and IT professionals. He has been teaching in his leisure time for the last 8 years.

Special thanks to my wife, Shalini Jaiswal, for her unconditional support, and my friends Ranjan, Ritesh, Mickey, Shankar, and Santosh for their care and support all the time. Thanks to the people at Packt for the project and the opportunity to learn good stuff from skilled professionals through reviewing the project.
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Preface

Serverless engineering is a new domain of engineering that allows developers to write code and deploy infrastructures without having to worry about maintaining servers. This book explains the concepts of serverless engineering with Python examples on cloud architectures.

Who this book is for

This book is for Python developers who would like to learn about serverless architectures in cloud-based platforms such as Azure and Amazon Web Services (AWS). Python programming knowledge is assumed.

What this book covers

, The Serverless Paradigm, introduces the reader to the concepts of microservices and serverless architectures, and provides a clear understanding of the pros and cons.

, Building a Serverless Application in AWS, covers AWS Lambda and explains the concepts, workings, and the components involved in the tool in detail. It also explains the nuances involved in security, user controls, and versioning code inside Lambda.

, Setting Up Serverless Architectures, goes into further detail about the various triggers in AWS Lambda and how they integrate with the functions. The reader will learn what the event structure of each trigger will look like and how to modify the Lambda function with respect to the type of trigger used.

, Deploying Serverless APIs, explores the AWS API Gateway and also teaches the reader how to build efficient, scalable serverless APIs using the API Gateway and Lambda. It goes on to teach the reader how to improve the API by adding authorization and how to set up user-level controls such as throttling of requests.

, Logging and Monitoring, presents the concept of logging and monitoring in serverless applications. This is mostly still an unsolved problem in this domain. This chapter guides the reader through setting up logging and monitoring in the AWS environment with Python via custom metrics and logging. This chapter also goes into the details of best practices when it comes to logging and monitoring Lambda functions in Python.

, Scaling Up Serverless Architectures

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