Search icon CANCEL
Subscription
0
Cart icon
Your Cart (0 item)
Close icon
You have no products in your basket yet
Arrow left icon
Explore Products
Best Sellers
New Releases
Books
Videos
Audiobooks
Learning Hub
Free Learning
Arrow right icon
Google Cloud Platform Cookbook
Google Cloud Platform Cookbook

Google Cloud Platform Cookbook: Implement, deploy, maintain, and migrate applications on Google Cloud Platform

eBook
Mex$561.99 Mex$803.99
Paperback
Mex$1004.99
Subscription
Free Trial

What do you get with a Packt Subscription?

Free for first 7 days. $19.99 p/m after that. Cancel any time!
Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing
Table of content icon View table of contents Preview book icon Preview Book

Google Cloud Platform Cookbook

Storage and Databases

In this chapter, we will cover:

  • Hosting a static application on Google Cloud Storage
  • Image resizing using Google Cloud Storage and Cloud Functions
  • Migrating a MariaDB to Cloud Spanner
  • Loading temperature data to Cloud Bigtable and BigQuery-ing it
  • Storage metadata in Google Cloud Datastore

Introduction

In this chapter, we'll discover some use cases for Google's Cloud Storage offerings. Storage is one of the main pillars of any workload to be hosted on Google Cloud Platform (GCP). GCP offers various options for data to be stored. The nature of the data, nature of the workload, scalability and latency needs to dictate the choice of the storage. We'll cover a few examples on Google Storage, Cloud Spanner, Cloud Bigtable, BigQuery and Cloud Datastore.

In addition to Node.js, we'll use Python for a few recipes in this chapter.

The following page is a wonderful guide for choosing a storage option for your particular workload https://cloud.google.com/storage-options/.

Hosting a static application using Google Cloud Storage

Google Storage offers a way of hosting static web applications using buckets. All client-side technologies (HTML, CSS, and JavaScript) can be hosted in a bucket. This option is very inexpensive to host and can scale to a great extent. The costs incurred will be on the assets stored, outbound network traffic and retrieval from storage. We'll use Hugo (https://gohugo.io), a static website generator and host the generated code in a storage bucket. In addition to hosting a static website, the static contents (CSS, JavaScript, and images) of a dynamic website hosted on Google Storage is also a widely accepted use case.

Getting ready

The following are the initial setup...

Image resizing using Google Cloud Storage and Cloud Functions

Google Storage is extensively used to store static images to be served by different platforms. One of the needs of the modern-day digital world is to have images created for different form factors—desktop, mobile and tablet screens. In this recipe, we'll develop a Cloud Function to resize the images uploaded to a bucket:

Getting ready

The following are the initial setup verification steps to be carried out before the recipe can be executed:

  1. Create or select a GCP project
  2. Enable billing and enable the default APIs (some APIs such as BigQuery, storage, monitoring, and a few others are enabled automatically)
  3. Verify that Node.js and Google Cloud SDK are...

Migrating a MariaDB to Cloud Spanner

Google Cloud Spanner is a relational database service which is highly consistent, available and scalable horizontally. It is a fully managed service suitable for OLTP workloads and low-latency/high-throughput environments. In this recipe, we'll understand the features of Spanner in relation to a popular RDBMS, MariaDB. We'll take a simple MariaDB database and move the schema and the data to Cloud Spanner. At the time of writing, there is no automated import/export tool for Cloud Spanner, the manual method gives us a glimpse of the way Spanner is built and its strengths/weaknesses. Firstly, we'll export the data from our MariaDB database using the mysqldump utility. Then, we'll create the database and tables via the Google Console. Finally, we'll insert the data into the table via a Python script.

...

Loading temperature data to Cloud Bigtable and BigQuery-ing it

Google Bigtable is a fully managed NoSQL service with a focus on low latency and high throughput. It is well suited for storing data for large analytical processing, operation data from IoT devices, other time-series data, and so on. Cloud Bigtable is designed for performance, for huge databases (~1 TB) and it optimizes your data over time. In this recipe, we'll have a look at a small database generated by an IoT temperature sensor. We'll write a Python script to simulate a sensor sending temperature data located in a garden to the  Bigtable. Then, we'll use BigQuery to connect to the Bigtable database to query and make meaning out of the data store.

Getting ready

...

Storage metadata in Google Cloud Datastore

Google Datastore is a highly scalable, NoSQL document database similar to Amazon's DynamoDB and MongoDB. Individual data objects in the Datastore are called entities. An entity has one or more properties and a category of objects is called a kind. Each object is uniquely identified by a key. In this recipe, we would simulate a storage drive environment. Employees of a company are given the ability to upload files to Google Storage. The metadata is stored in Cloud Datastore to avoid overhead to the Storage API and for efficiency. The file uploaded to the Storage follows this file format:

<5-digit hash>/<[year][month][day][hour][minute][second]>/<Employee ID>/<file name>

After the data is uploaded to Storage, the metadata collected should enable us to query:

  • List all objects uploaded by an employee
  • List...
Left arrow icon Right arrow icon
Download code icon Download Code

Key benefits

  • • Implement Google Cloud services in your organization
  • • Leverage Google Cloud components to secure your organization’s data
  • • A recipe-based guide that promises hands-on experience in deploying a highly scalable and available environment

Description

Google Cloud Platform is a cloud computing platform that offers products and services to host applications using state-of-the art infrastructure and technology. You can build and host applications and websites, store data, and analyze data on Google's scalable infrastructure. This book follows a recipe-based approach, giving you hands-on experience to make the most of Google Cloud services. This book starts with practical recipes that explain how to utilize Google Cloud's common services. Then, you'll see how to make full use of Google Cloud components such as networking, security, management, and developer tools. Next, we'll deep dive into implementing core Google Cloud services into your organization, with practical recipes on App Engine, Compute Engine, Cloud Functions, virtual networks, and Cloud Storage. Later, we'll provide recipes on implementing authentication and security, Cloud APIs, command-line management, deployment management, and the Cloud SDK. Finally, we'll cover administration and troubleshooting tasks on applications with Compute services and we'll show how to monitor your organization's efficiency with best practices. By the end of this book, you'll have an overall understanding and hands-on implementation of Google Cloud services in your organization with ease.

Who is this book for?

This book is for IT professionals, engineers, and developers looking at implementing Google Cloud in their organizations. Administrators and architects planning to make their organization more efficient with Google Cloud will also find this book useful. Basic understanding of Cloud services and the Google Cloud platform is necessary.

What you will learn

  • • Host a Python application on Google Compute Engine
  • • Host an application using Google Cloud Functions
  • • Migrate a MySQL DB to Cloud Spanner
  • • Configure a network for a highly available application on GCP
  • • Learn simple image processing using Storage and Cloud Functions
  • • Automate security checks using Policy Scanner
  • • Understand tools for monitoring a production environment in GCP
  • • Learn to manage multiple projects using service accounts

Product Details

Country selected
Publication date, Length, Edition, Language, ISBN-13
Publication date : Apr 16, 2018
Length: 280 pages
Edition : 1st
Language : English
ISBN-13 : 9781788291996
Vendor :
Google
Languages :

What do you get with a Packt Subscription?

Free for first 7 days. $19.99 p/m after that. Cancel any time!
Product feature icon Unlimited ad-free access to the largest independent learning library in tech. Access this title and thousands more!
Product feature icon 50+ new titles added per month, including many first-to-market concepts and exclusive early access to books as they are being written.
Product feature icon Innovative learning tools, including AI book assistants, code context explainers, and text-to-speech.
Product feature icon Thousands of reference materials covering every tech concept you need to stay up to date.
Subscribe now
View plans & pricing

Product Details

Publication date : Apr 16, 2018
Length: 280 pages
Edition : 1st
Language : English
ISBN-13 : 9781788291996
Vendor :
Google
Languages :

Packt Subscriptions

See our plans and pricing
Modal Close icon
$19.99 billed monthly
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Simple pricing, no contract
$199.99 billed annually
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just Mex$85 each
Feature tick icon Exclusive print discounts
$279.99 billed in 18 months
Feature tick icon Unlimited access to Packt's library of 7,000+ practical books and videos
Feature tick icon Constantly refreshed with 50+ new titles a month
Feature tick icon Exclusive Early access to books as they're written
Feature tick icon Solve problems while you work with advanced search and reference features
Feature tick icon Offline reading on the mobile app
Feature tick icon Choose a DRM-free eBook or Video every month to keep
Feature tick icon PLUS own as many other DRM-free eBooks or Videos as you like for just Mex$85 each
Feature tick icon Exclusive print discounts

Frequently bought together


Stars icon
Total Mex$ 3,014.97
Google Cloud Platform for Developers
Mex$1004.99
Google Cloud Platform for Architects
Mex$1004.99
Google Cloud Platform Cookbook
Mex$1004.99
Total Mex$ 3,014.97 Stars icon
Banner background image

Table of Contents

8 Chapters
Compute Chevron down icon Chevron up icon
Storage and Databases Chevron down icon Chevron up icon
Networking Chevron down icon Chevron up icon
Security Chevron down icon Chevron up icon
Machine Learning and Big Data Chevron down icon Chevron up icon
Management Tools Chevron down icon Chevron up icon
Best Practices Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon

Customer reviews

Rating distribution
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3
(4 Ratings)
5 star 25%
4 star 0%
3 star 25%
2 star 50%
1 star 0%
avarma Nov 15, 2018
Full star icon Full star icon Full star icon Full star icon Full star icon 5
Hard to find content, especially if you are working on GCP. Don't get fooled by the size - it is small, yet very informative. Although, at a high level, you may know how to use a cloud function to automatically ingest and resize an image, it helps to have a walkthrough. Lots of other gems - especially on the networking and the devops pieces. Great job by the author!The kindle formatting may be bad - the hardcopy worked for me.
Amazon Verified review Amazon
Gerardo Santovena May 24, 2018
Full star icon Full star icon Full star icon Empty star icon Empty star icon 3
The content is good but the format is very bad, many exercises can't be read on Kindle at all.
Amazon Verified review Amazon
George A. Quintas May 21, 2018
Full star icon Full star icon Empty star icon Empty star icon Empty star icon 2
Not compatible with Kindle Cloud Reader. Are you testing@Packt> are you testing your online contents on all available online readers out there? This is the second kindle book that I bought under your name?I will ask for a refund but I will buy the paper version.
Amazon Verified review Amazon
Dheeraj Khanna Oct 19, 2018
Full star icon Full star icon Empty star icon Empty star icon Empty star icon 2
This book (kindle version as I am hsing it on Kindle) very hard to follow for examples. One example takes more than 3-4 days to complete and majority of the time you keep troubleshooting errors to make the code working. There is no support to get it going to learn . The kestone example given does not work at all and few of the steps are missing.It is a complete waste of money. I dont recomend to buy this.
Amazon Verified review Amazon
Get free access to Packt library with over 7500+ books and video courses for 7 days!
Start Free Trial

FAQs

What is included in a Packt subscription? Chevron down icon Chevron up icon

A subscription provides you with full access to view all Packt and licnesed content online, this includes exclusive access to Early Access titles. Depending on the tier chosen you can also earn credits and discounts to use for owning content

How can I cancel my subscription? Chevron down icon Chevron up icon

To cancel your subscription with us simply go to the account page - found in the top right of the page or at https://subscription.packtpub.com/my-account/subscription - From here you will see the ‘cancel subscription’ button in the grey box with your subscription information in.

What are credits? Chevron down icon Chevron up icon

Credits can be earned from reading 40 section of any title within the payment cycle - a month starting from the day of subscription payment. You also earn a Credit every month if you subscribe to our annual or 18 month plans. Credits can be used to buy books DRM free, the same way that you would pay for a book. Your credits can be found in the subscription homepage - subscription.packtpub.com - clicking on ‘the my’ library dropdown and selecting ‘credits’.

What happens if an Early Access Course is cancelled? Chevron down icon Chevron up icon

Projects are rarely cancelled, but sometimes it's unavoidable. If an Early Access course is cancelled or excessively delayed, you can exchange your purchase for another course. For further details, please contact us here.

Where can I send feedback about an Early Access title? Chevron down icon Chevron up icon

If you have any feedback about the product you're reading, or Early Access in general, then please fill out a contact form here and we'll make sure the feedback gets to the right team. 

Can I download the code files for Early Access titles? Chevron down icon Chevron up icon

We try to ensure that all books in Early Access have code available to use, download, and fork on GitHub. This helps us be more agile in the development of the book, and helps keep the often changing code base of new versions and new technologies as up to date as possible. Unfortunately, however, there will be rare cases when it is not possible for us to have downloadable code samples available until publication.

When we publish the book, the code files will also be available to download from the Packt website.

How accurate is the publication date? Chevron down icon Chevron up icon

The publication date is as accurate as we can be at any point in the project. Unfortunately, delays can happen. Often those delays are out of our control, such as changes to the technology code base or delays in the tech release. We do our best to give you an accurate estimate of the publication date at any given time, and as more chapters are delivered, the more accurate the delivery date will become.

How will I know when new chapters are ready? Chevron down icon Chevron up icon

We'll let you know every time there has been an update to a course that you've bought in Early Access. You'll get an email to let you know there has been a new chapter, or a change to a previous chapter. The new chapters are automatically added to your account, so you can also check back there any time you're ready and download or read them online.

I am a Packt subscriber, do I get Early Access? Chevron down icon Chevron up icon

Yes, all Early Access content is fully available through your subscription. You will need to have a paid for or active trial subscription in order to access all titles.

How is Early Access delivered? Chevron down icon Chevron up icon

Early Access is currently only available as a PDF or through our online reader. As we make changes or add new chapters, the files in your Packt account will be updated so you can download them again or view them online immediately.

How do I buy Early Access content? Chevron down icon Chevron up icon

Early Access is a way of us getting our content to you quicker, but the method of buying the Early Access course is still the same. Just find the course you want to buy, go through the check-out steps, and you’ll get a confirmation email from us with information and a link to the relevant Early Access courses.

What is Early Access? Chevron down icon Chevron up icon

Keeping up to date with the latest technology is difficult; new versions, new frameworks, new techniques. This feature gives you a head-start to our content, as it's being created. With Early Access you'll receive each chapter as it's written, and get regular updates throughout the product's development, as well as the final course as soon as it's ready.We created Early Access as a means of giving you the information you need, as soon as it's available. As we go through the process of developing a course, 99% of it can be ready but we can't publish until that last 1% falls in to place. Early Access helps to unlock the potential of our content early, to help you start your learning when you need it most. You not only get access to every chapter as it's delivered, edited, and updated, but you'll also get the finalized, DRM-free product to download in any format you want when it's published. As a member of Packt, you'll also be eligible for our exclusive offers, including a free course every day, and discounts on new and popular titles.