Rui Costa - Google Cloud Cookbook: Practical Solutions for Building and Deploying Cloud Services
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Google Cloud Cookbook: Practical Solutions for Building and Deploying Cloud Services: summary, description and annotation
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Get quick hands-on experience with Google Cloud. This cookbook provides a variety of self-contained recipes that show you how to use Google Cloud services for your enterprise application. Whether youre looking for practical ways to apply microservices, AI, analytics, security, or networking solutions, these recipes take you step-by-step through the process and provide discussions that explain how and why the recipes work.
Ideal for system engineers and administrators, developers, network and database administrators, and data analysts, this cookbook helps you get started with Google Cloud regardless of your level of experience. Google veterans Rui Costa and Drew Hodun also cover advanced-level Google Cloud services for those who have appreciable experience with the platform.
- Learn how to get started with Google Cloud
- Understand the depth of services Google Cloud provides
- Gain hands-on experience using practical examples and labs
- Explore topics that include BigQuery, Cloud Run, and Kubernetes
- Build and run mobile and web applications on Google Cloud
- Examine ways to build your cloud applications for scale
- Build a minimum viable product (MVP) app to use in production
- Learn data platform and pipeline skills
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by Rui Costa and Drew Hodun
Copyright 2022 Rui Santos Costa and Andrew Hodun. All rights reserved.
Printed in the United States of America.
Published by OReilly Media, Inc. , 1005 Gravenstein Highway North, Sebastopol, CA 95472.
OReilly books may be purchased for educational, business, or sales promotional use. Online editions are also available for most titles (http://oreilly.com). For more information, contact our corporate/institutional sales department: 800-998-9938 or corporate@oreilly.com .
- Acquisitions Editor: Jennifer Pollock
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- Interior Designer: David Futato
- Cover Designer: Karen Montgomery
- Illustrator: Kate Dullea
- October 2021: First Edition
- 2021-10-07: First Release
See https://oreil.ly/ko0Ge for release details.
The OReilly logo is a registered trademark of OReilly Media, Inc. Google Cloud Cookbook, the cover image, and related trade dress are trademarks of OReilly Media, Inc.
The views expressed in this work are those of the authors, and do not represent the publishers views. While the publisher and the authors have used good faith efforts to ensure that the information and instructions contained in this work are accurate, the publisher and the authors disclaim all responsibility for errors or omissions, including without limitation responsibility for damages resulting from the use of or reliance on this work. Use of the information and instructions contained in this work is at your own risk. If any code samples or other technology this work contains or describes is subject to open source licenses or the intellectual property rights of others, it is your responsibility to ensure that your use thereof complies with such licenses and/or rights.
978-1-492-09289-6
[LSI]
Building applications has never been easier or more exciting than in the era of the public cloud. Engineers can build faster, better, and bigger with the myriad of cloud tools and providers available to them. As organizations continue adopting the cloud to run their workloads, engineers need to learn new skills continually to run these workloads successfully in the cloud. This book provides you with recipes that we feel will help you get started running your workloads on Google Cloud.
If you are a software engineer, cloud architect, data scientist, site reliability engineer, or sysadmin, and youre working with Google Cloud, this book is for you. As an engineer working with Google Cloud services, you need to understand all the services available to you, including how to leverage them in your code, scripts, and solutions. If you are new to the cloud or moving from another cloud provider, the recipes and code samples within will quickly familiarize you with building on Google Cloud. More experienced Google Cloud engineers will still benefit from some of the more advanced techniques at the end of every chapter or from chapters covering an area less familiar to them. These recipes were created and selected from years of experience getting Google Cloud customers up and running quickly.
Before joining Google, I worked as a consultant where I helped organizations adopt cloud services. As a consultant, I worked with organizations to understand their business and technical requirements. I helped them build architectures and deployment strategies to migrate or build their applications successfully in the cloud.
In my first three years at Google, I worked in a similar role, with a strong emphasis on Google Cloud. About two years ago, I took a new role at Google as a learning consultant. In my current role, I build custom learning content for Google Cloud. Building new learning programs requires me to stay updated as much as the engineers who will be taking the course and using it to deploy their applications on Google Cloud. For this, I always have to stay up-to-date with the services Google Cloud provides.
When building these courses, Im always referring to the Google Cloud documentation website, collaborating with subject matter experts, and learning from my students. This process takes time, and I yearned for a book that I could reference for quick, repeatable recipes. I decided to write this book as a reference for all to use and gain quick access to recipes that you can use in your journey with Google Cloud.
I also have a strong background in software engineering and tried to apply this experience to the recipes in this book. You will find recipes that are not just applicable to using Google Cloud services but also to how to build your application with Google Cloud if its based on Java, Go, Python, or Node.js. There is something for everyone.
Working for years as a customer-facing engineer at Google, I helped customer after customer and engineer after engineer get started on Google Cloud. I still love those aha moments I witness when an engineer opens Cloud Shell in-browser for the first time or runs their first BigQuery query that processes 100 billion regex expressions in 20 seconds. They are excited because they see the possibility to build better, bigger, faster.
With this book, I hope to share many of the tips, tricks, and getting-started knowledge that weve built up over the years onboarding customers to Google Cloud and wish Id known at the beginning of my cloud journey. Although this book covers the products and services of Google Cloud as well as some common architectural patterns, it also contains slick shortcuts and advice throughout to make you a more experienced Google Cloud engineer.
This book is organized roughly as follows:
In this chapter, we cover all the fundamental concepts of Google Cloud, from projects and billing accounts to storage buckets. Well also introduce you to many of the tools youll use day to day.
In this chapter, we present a range of recipes, from introductory recipes you can use to send emails or respond to SMS messages to advanced recipes that show you how to integrate CI/CD into your development workflow and integrate with Cloud Endpoints for API management.
In this chapter, you will learn how to trigger a Cloud Run service from a Pub/Sub topic creating automated pipelines, use your custom domain to increase your branding efforts by using a custom domain, and run blue/green deployments to release your application by directing traffic between two Cloud Run services running different versions of an application.
In this chapter, you will learn how to deploy your application with a CI/CD pipeline, secure it, map a custom domain, use ML APIs, and debug your application.
This chapter contains recipes for creating and managing your virtual machines. Youll find recipes for unique methods to automate deployments, deploy containers to virtual machines, and use Identity-Aware Proxy (IAP) to tunnel RDP traffic to connect to your Windows virtual machines securely.
This chapter contains recipes for creating and managing your containers, including methods to automate deployments and deploy real-world applications by using MongoDB and Java applications.
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